{"id":3968,"date":"2022-09-13T09:49:03","date_gmt":"2022-09-13T17:49:03","guid":{"rendered":"https:\/\/live-cometml.pantheonsite.io\/?page_id=3968"},"modified":"2026-05-06T23:10:16","modified_gmt":"2026-05-06T23:10:16","slug":"pricing","status":"publish","type":"page","link":"https:\/\/www.comet.com\/site\/pricing\/","title":{"rendered":"Pricing"},"content":{"rendered":"\n<div style=\"background-image:url(&apos;https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/06\/circle-pattern-fixed-2-scaled.png&apos;);background-position:50% 0%;background-repeat:no-repeat;background-size:contain;\" class=\"wp-block-group alignfull is-layout-constrained wp-block-group-is-layout-constrained has-background\">\n<h2 class=\"wp-block-heading has-text-align-center has-display-l-font-size\">Flexible Plans for All Teams<\/h2>\n\n\n\n<div class=\"wp-block-wpcomsp-tabs alignwide wp-block-wpcomsp-tabs--switch eggs\"><div role=\"tablist\" class=\"wp-block-wpcomsp-tabs__tablist\"><button id=\"tab-52cfaa84-1\" type=\"button\" role=\"tab\" aria-selected=\"false\" aria-controls=\"tabpanel-52cfaa84-1\" class=\"wp-block-wpcomsp-tabs__tab\"><span>Opik<\/span><\/button><button id=\"tab-52cfaa84-2\" type=\"button\" role=\"tab\" aria-selected=\"false\" aria-controls=\"tabpanel-52cfaa84-2\" tabindex=\"-1\" class=\"wp-block-wpcomsp-tabs__tab\"><span>MLOps<\/span><\/button><\/div>\n<div id=\"tabpanel-52cfaa84-1\" role=\"tabpanel\" aria-labelledby=\"tab-52cfaa84-1\" class=\"wp-block-wpcomsp-tab\">\n<div class=\"wp-block-group is-layout-constrained wp-container-core-group-is-layout-2b0d9729 wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group alignwide is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-65e523f9 wp-block-columns-is-layout-flex\" style=\"font-size:clamp(0.875rem, 0.875rem + ((1vw - 0.2rem) * 0.22), 1rem);\">\n<div class=\"wp-block-column vc-pricing-table vc-pricing-table--2024 has-border-color has-custom-decorative-border-dark-border-color has-custom-alt-background-dark-background-color has-background is-layout-flow wp-block-column-is-layout-flow\" style=\"border-width:1px;border-radius:12px;padding-top:var(--wp--preset--spacing--24);padding-right:var(--wp--preset--spacing--24);padding-bottom:var(--wp--preset--spacing--24);padding-left:var(--wp--preset--spacing--24)\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\" style=\"min-height:100px\">\n<h2 class=\"wp-block-heading has-display-xxs-font-size\" id=\"h-open-source\">Open Source<\/h2>\n\n\n\n<p>Download, install, &amp; run Opik your way<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-29a84369 wp-block-group-is-layout-flex\" style=\"margin-top:0\">\n<p class=\"has-background-color has-text-color has-link-color has-display-m-font-size wp-elements-a23487b263dc0b0c9e1c05118eabbbe6\"><strong>$0<\/strong><\/p>\n\n\n\n<p>Free<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button c-button c-button--bordered is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link has-background-color has-text-color has-link-color wp-element-button\" href=\"https:\/\/github.com\/comet-ml\/opik\" target=\"_blank\" rel=\"noreferrer noopener\">GitHub<\/a><\/div>\n<\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Full AI observability &amp; agent testing feature set<br><\/li>\n\n\n\n<li style=\"margin-top:0;margin-bottom:0\">True OSS: same codebase as the hosted versions<\/li>\n<\/ul>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-foreground-color has-alpha-channel-opacity has-foreground-background-color has-background has-tertiary-background-color is-style-wide is-style-wide--2\" style=\"margin-top:var(--wp--preset--spacing--16)\"\/>\n\n\n\n<p><strong>Includes:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list is-style-comet-checkmarks-accent has-body-xs-font-size is-style-comet-checkmarks-accent--3\">\n<li style=\"margin-top:var(--wp--preset--spacing--24);margin-bottom:var(--wp--preset--spacing--24)\">Agent tracing &amp; analysis<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--24);margin-bottom:var(--wp--preset--spacing--24)\">Test Suites &amp; assertions<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--24);margin-bottom:var(--wp--preset--spacing--24)\">Agent Playground <\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column vc-pricing-table vc-pricing-table--2024 has-border-color has-custom-decorative-border-dark-border-color has-custom-alt-background-dark-background-color has-background is-layout-flow wp-block-column-is-layout-flow\" style=\"border-width:1px;border-radius:12px;padding-top:var(--wp--preset--spacing--24);padding-right:var(--wp--preset--spacing--24);padding-bottom:var(--wp--preset--spacing--24);padding-left:var(--wp--preset--spacing--24)\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\" style=\"min-height:100px\">\n<h2 class=\"wp-block-heading has-display-xxs-font-size\">Free Cloud <\/h2>\n\n\n\n<p>Perfect for individuals<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-29a84369 wp-block-group-is-layout-flex\" style=\"margin-top:0\">\n<p class=\"no-wrap has-background-color has-text-color has-link-color has-display-m-font-size wp-elements-ebdfc6b91d01e5b7846c0d1e1861c28d\"><strong>$0<\/strong><\/p>\n\n\n\n<p>Free plan<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button c-button c-button--bordered is-style-outline is-style-outline--4\"><a class=\"wp-block-button__link has-background-color has-text-color has-link-color wp-element-button\" href=\"\/signup?from=llm\">Get Started<\/a><\/div>\n<\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li style=\"margin-top:var(--wp--preset--spacing--20)\">Up to 10 team members<\/li>\n\n\n\n<li>25k spans per month<\/li>\n\n\n\n<li>60-day data retention<\/li>\n<\/ul>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-foreground-color has-alpha-channel-opacity has-foreground-background-color has-background has-tertiary-background-color is-style-wide is-style-wide--5\" style=\"margin-top:var(--wp--preset--spacing--24)\"\/>\n\n\n\n<p><strong>Includes:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list is-style-comet-checkmarks-accent has-body-xs-font-size is-style-comet-checkmarks-accent--6\">\n<li style=\"margin-top:var(--wp--preset--spacing--24);margin-bottom:var(--wp--preset--spacing--24)\">Agent tracing &amp; analysis<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--24);margin-bottom:var(--wp--preset--spacing--24)\">Test Suites &amp; assertions<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--24);margin-bottom:var(--wp--preset--spacing--24)\">Agent Playground<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--24);margin-bottom:var(--wp--preset--spacing--24)\">Ollie coding harness trial<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column vc-pricing-table vc-pricing-table--2024 has-border-color has-custom-decorative-border-dark-border-color has-background-color has-text-color has-background has-link-color wp-elements-92c054864ef7f86b1c94ae340825fbc9 is-layout-flow wp-block-column-is-layout-flow\" style=\"border-width:1px;border-radius:12px;background:linear-gradient(136deg,rgb(26,30,45) 31%,rgb(57,60,150) 100%);padding-top:var(--wp--preset--spacing--24);padding-right:var(--wp--preset--spacing--24);padding-bottom:var(--wp--preset--spacing--24);padding-left:var(--wp--preset--spacing--24)\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\" style=\"min-height:100px\">\n<div class=\"wp-block-group is-layout-flex wp-block-group-is-layout-flex\">\n<h2 class=\"wp-block-heading has-display-xxs-font-size\">Pro Cloud<\/h2>\n\n\n\n<p class=\"no-wrap has-border-color has-white-1-border-color has-background-color has-foreground-background-color has-text-color has-background has-link-color wp-elements-a4a55f2f677ad4c4c28468da97edcbe6\" style=\"border-width:1px;border-radius:999px;padding-top:var(--wp--preset--spacing--8);padding-right:var(--wp--preset--spacing--16);padding-bottom:var(--wp--preset--spacing--8);padding-left:var(--wp--preset--spacing--16);font-size:0.7rem;font-style:normal;font-weight:700;line-height:1;text-transform:uppercase\">Popular<\/p>\n<\/div>\n\n\n\n<p style=\"font-size:clamp(0.875rem, 0.875rem + ((1vw - 0.2rem) * 0.22), 1rem);\">Expanded usage for teams<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-29a84369 wp-block-group-is-layout-flex\" style=\"min-height:0px;margin-top:0\">\n<p class=\"no-wrap has-background-color has-text-color has-link-color has-display-m-font-size wp-elements-e9c31459ebd120f51e276a0df4979e9b\"><strong>$19<\/strong><\/p>\n\n\n\n<p>Per month<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button c-button c-button--bordered is-style-fill\"><a class=\"wp-block-button__link wp-element-button\" href=\"\/signup?plan=platform_pro_spans\">Start Free Trial<\/a><\/div>\n<\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li style=\"margin-top:var(--wp--preset--spacing--24)\">Up to 50 team members<br><\/li>\n\n\n\n<li>100k spans per month<br><\/li>\n\n\n\n<li style=\"margin-top:0;margin-bottom:var(--wp--preset--spacing--24)\">60-day data retention<\/li>\n<\/ul>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-foreground-color has-alpha-channel-opacity has-foreground-background-color has-background has-tertiary-background-color is-style-wide is-style-wide--7\" style=\"margin-top:var(--wp--preset--spacing--24)\"\/>\n\n\n\n<p><strong><strong>Includes everything in the Free pla<\/strong>n plus:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list is-style-comet-checkmarks has-body-xs-font-size is-style-comet-checkmarks--8\">\n<li><a href=\"https:\/\/www.comet.com\/site\/pricing\/#monthly-usage\">Customizable<\/a> monthly span limits<\/li>\n\n\n\n<li><a href=\"https:\/\/www.comet.com\/site\/pricing\/#monthly-usage\">Customizable<\/a> data retention periods<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column vc-pricing-table vc-pricing-table--2024 has-border-color has-custom-decorative-border-dark-border-color has-custom-alt-background-dark-background-color has-background is-layout-flow wp-block-column-is-layout-flow\" style=\"border-width:1px;border-radius:12px;padding-top:var(--wp--preset--spacing--24);padding-right:var(--wp--preset--spacing--24);padding-bottom:var(--wp--preset--spacing--24);padding-left:var(--wp--preset--spacing--24)\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\" style=\"min-height:100px\">\n<h2 class=\"wp-block-heading has-display-xxs-font-size\">Enterprise<\/h2>\n\n\n\n<p style=\"font-size:clamp(0.875rem, 0.875rem + ((1vw - 0.2rem) * 0.22), 1rem);\">Security, compliance &amp; flexible deployments<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-29a84369 wp-block-group-is-layout-flex\" style=\"margin-top:0\">\n<p class=\"has-background-color has-text-color has-link-color has-display-m-font-size wp-elements-193c3707f71c4ddc76aba03fc6f80595\"><strong>Custom<\/strong><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button c-button c-button--bordered is-style-outline is-style-outline--9\"><a class=\"wp-block-button__link has-background-color has-text-color has-link-color wp-element-button\" href=\"https:\/\/www.comet.com\/site\/about-us\/contact-us\/\">Contact Us<\/a><\/div>\n<\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li style=\"margin-top:0;margin-bottom:0\">Unlimited team members<br><\/li>\n\n\n\n<li style=\"margin-top:0;margin-bottom:0\">Custom usage plans <\/li>\n<\/ul>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-foreground-color has-alpha-channel-opacity has-foreground-background-color has-background has-tertiary-background-color is-style-wide is-style-wide--10\"\/>\n\n\n\n<p><strong><strong><strong>Includes everything in the Pro plan plus:<\/strong><\/strong><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list is-style-comet-checkmarks-accent has-body-xs-font-size is-style-comet-checkmarks-accent--11\">\n<li style=\"margin-top:var(--wp--preset--spacing--8);margin-bottom:var(--wp--preset--spacing--8)\">Flexible deployments<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--8);margin-bottom:var(--wp--preset--spacing--8)\">Service accounts and view-only users<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--8);margin-bottom:var(--wp--preset--spacing--8)\">Single sign-on<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--8);margin-bottom:var(--wp--preset--spacing--8)\">Dedicated support and SLAs<\/li>\n\n\n\n<li>SOC 2, ISO 27001, ISO 9001, HIPAA, and GDPR compliance<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull is-layout-constrained wp-container-core-group-is-layout-5a30f31b wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-text-align-center\">Compare Plans<\/h2>\n\n\n\n<div class=\"wp-block-group alignwide has-custom-background-dark-background-color has-background is-layout-constrained wp-container-core-group-is-layout-964149d4 wp-block-group-is-layout-constrained wp-container-15 is-position-sticky block-visibility-hide-small-screen\" style=\"border-bottom-color:var(--wp--preset--color--custom-decorative-border-dark);border-bottom-width:1px;padding-top:var(--wp--preset--spacing--24);padding-right:var(--wp--preset--spacing--20);padding-bottom:var(--wp--preset--spacing--24);padding-left:var(--wp--preset--spacing--20)\">\n<div class=\"wp-block-columns alignwide is-not-stacked-on-mobile has-background-color has-text-color has-link-color wp-elements-4475256541057c4537f315e79bc3b042 is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-is-layout-6d4c618c wp-block-column-is-layout-flow\" style=\"flex-basis:25%\">\n<p class=\"has-text-align-center has-body-m-font-size\" style=\"font-style:normal;font-weight:500\">Open Source<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--12\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/github.com\/comet-ml\/opik\" target=\"_blank\" rel=\"noreferrer noopener\">GitHub<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-is-layout-6d4c618c wp-block-column-is-layout-flow\" style=\"flex-basis:25%\">\n<p class=\"has-text-align-center has-body-m-font-size\" style=\"font-style:normal;font-weight:500\">Free Cloud<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--13\"><a class=\"wp-block-button__link has-background-color has-text-color has-link-color wp-element-button\" href=\"\/signup?from=llm\">Get Started<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-is-layout-6d4c618c wp-block-column-is-layout-flow\" style=\"flex-basis:25%\">\n<p class=\"has-text-align-center has-body-m-font-size\" style=\"font-style:normal;font-weight:500\">Pro Cloud<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link wp-element-button\" href=\"\/signup?plan=platform_pro_spans\">Start Free Trial<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-is-layout-6d4c618c wp-block-column-is-layout-flow\" style=\"flex-basis:25%\">\n<p class=\"has-text-align-center has-body-m-font-size\" style=\"font-style:normal;font-weight:500\">Enterprise<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--14\"><a class=\"wp-block-button__link has-background-color has-text-color has-link-color wp-element-button\" href=\"https:\/\/www.comet.com\/site\/about-us\/contact-us\/\">Contact Us<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide no-wrap has-custom-background-dark-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained wp-container-16 is-position-sticky block-visibility-hide-large-screen block-visibility-hide-medium-screen\" style=\"border-bottom-color:var(--wp--preset--color--custom-decorative-border-dark);border-bottom-width:1px;padding-bottom:var(--wp--preset--spacing--16)\">\n<div class=\"wp-block-columns alignwide is-not-stacked-on-mobile is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\" style=\"font-style:normal;font-weight:700\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\">\n<p class=\"has-text-align-center\"><a href=\"https:\/\/github.com\/comet-ml\/opik\" data-type=\"link\" data-id=\"https:\/\/github.com\/comet-ml\/opik\" target=\"_blank\" rel=\"noreferrer noopener\">OSS<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\">\n<p class=\"has-text-align-center\"><a href=\"\/signup?plan=individual_organization\" data-type=\"link\" data-id=\"\/signup?plan=individual_organization\">Free<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\">\n<p class=\"has-text-align-center has-accent-color has-text-color has-link-color wp-elements-5ebb9837d7a99690351694e24dfb2a09\"><a href=\"\/signup?plan=platform_pro_spans\">Pro<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\">\n<p class=\"has-text-align-center\"><a href=\"https:\/\/www.comet.com\/site\/about-us\/contact-us\/\" data-type=\"page\" data-id=\"566\">Enterprise<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-comet-accordion-accordion comet-accordion is-style-no-borders\" data-allow-multiple=\"true\">\n<details class=\"wp-block-comet-accordion-item comet-accordion__item has-display-xxs-font-size has-background-color has-text-color has-link-color wp-elements-a8aa39b014f54acf1b2f5a063206e1b8\" open><summary class=\"comet-accordion__item-summary\"><h3>Observability<\/h3><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n<figure class=\"wp-block-table alignwide is-style-pricing-plans has-body-xs-font-size is-style-pricing-plans--17\"><table class=\"has-background-color has-text-color has-link-color has-fixed-layout\" style=\"border-style:none;border-width:0px\"><tbody><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/tracing\/log_traces\">AI Application Tracing<\/a>&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Trace every step of your application\u2019s execution path, from context retrieval to model responses to tool calls<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/tracing\/log_agent_graphs\">Agent Execution Graphs<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Visualize your agent\u2019s execution flow<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/tracing\/log_chat_conversations\">Sessions<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Track the full session for multi-turn conversations, complex workflows, and conversational agents<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/tracing\/cost_tracking\">Token &amp; Cost Tracking<\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/tracing\/log_multimodal_traces\">Multi-Media Logging<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Log Images, videos, audio files, and more with your traces for future viewing in the UI<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Error Surfacing&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">View errors at the project level and use quick-access shortcuts to drill into debugging and error tracking views<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/tracing\/annotate_traces\">User Feedback Tracking<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Log user feedback with flexible scores and freeform reason explanations using either the UI or the SDK<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/integrations\/overview\">Integrations with 40+ AI Frameworks, Model Providers, &amp; AI Gateways<\/a>&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Opik integrates with dozens of common AI Frameworks and model providers, including LangChain, OpenAI, Google ADK, LangGraph, CrewAI, and many more<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/integrations\/opentelemetry\">OpenTelemetry Integration<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Opik provides native support for OpenTelemetry (OTel), allowing you to track AI applications in Ruby, Java, and other languages<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/tracing\/opik_assist\">AI-Powered Debugging with OpikAssist<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Ask natural language questions to help root-cause issues, identify performance bottlenecks, and get debugging recommendations for your traces<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/details>\n\n\n\n<details class=\"wp-block-comet-accordion-item comet-accordion__item has-display-xxs-font-size has-background-color has-text-color has-link-color wp-elements-c9916a996a35f643635ac7c417fb65b0\" open><summary class=\"comet-accordion__item-summary\"><h3>Expert Annotation UI<\/h3><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n<figure class=\"wp-block-table alignwide is-style-pricing-plans has-body-xs-font-size is-style-pricing-plans--18\"><table class=\"has-background-color has-text-color has-link-color has-fixed-layout\" style=\"border-style:none;border-width:0px\"><tbody><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/evaluation\/annotation_queues#sme-annotation-experience\">Dedicated Annotation UI<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Opik provides a streamlined, distraction-free interface designed for efficient review by subject matter experts<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/configuration\/configuration\/feedback_definitions\">Custom Feedback Schemas<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Create custom labels to systematically collect and analyze structured feedback<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/evaluation\/annotation_queues\">Annotation Queues<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Enable subject matter experts to review and annotate agent outputs with easy queues, invitations, and multi-user annotation<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/evaluation\/evaluate_threads#multi-value-feedback-scores-for-threads\">Annotation for Traces or Entire Conversations<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Annotate individual LLM responses or the entire conversation holistically, with purpose-built interfaces for both trace-level and thread-level feedback<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/details>\n\n\n\n<details class=\"wp-block-comet-accordion-item comet-accordion__item has-display-xxs-font-size has-background-color has-text-color has-link-color wp-elements-7141210ddf121fad74a444a09041dadd\" open><summary class=\"comet-accordion__item-summary\"><h3>Test Suites (Automated Evaluation)<\/h3><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n<figure class=\"wp-block-table alignwide is-style-pricing-plans has-body-xs-font-size is-style-pricing-plans--19\"><table class=\"has-background-color has-text-color has-link-color has-fixed-layout\" style=\"border-style:none;border-width:0px\"><tbody><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/evaluation\/advanced\/building-test-suites\">T<\/a><a href=\"https:\/\/www.comet.com\/docs\/opik\/evaluation\/advanced\/building-test-suites\" target=\"_blank\" rel=\"noreferrer noopener\">est Suites for Unit &amp; Regression Testing<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Create simple pass\/fail tests for your agent \u2014 Opik manages datasets and LLM-as-a-judge evaluation metrics for you under the hood<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Test Items&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Input data for your agent (e.g., questions with context, user scenarios)<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Assertions&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Write pass\/fail assertions to test individual scenarios.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Item-Level Assertions&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Systematically test your AI application over an entire dataset, using the metrics that matter most to your use case. Use Experiments for benchmarking, A\/B testing, and regression testing<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Suite-Level Assertions&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Write global pass\/fail assertions that every test case must pass.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Execution Policies&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Define how many times a test should run and how many runs must pass to qualify as successful.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/details>\n\n\n\n<details class=\"wp-block-comet-accordion-item comet-accordion__item has-display-xxs-font-size has-background-color has-text-color has-link-color wp-elements-1bda01231138f5bdc0b48e0a5a827b4b\" open><summary class=\"comet-accordion__item-summary\"><h3>Evaluation with Datasets &amp; Metrics<\/h3><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n<figure class=\"wp-block-table alignwide is-style-pricing-plans has-body-xs-font-size is-style-pricing-plans--20\"><table class=\"has-background-color has-text-color has-link-color has-fixed-layout\" style=\"border-style:none;border-width:0px\"><tbody><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/evaluation\/evaluate_your_llm\">Agent Evaluation<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Evaluate the performance of complex AI applications and agent systems &#8211; both individual steps and overall task completion<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/evaluation\/evaluate_your_llm\">Conversation Evaluation<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Evaluate full multi-turn conversation as well as individual responses, with built-in and custom metrics<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/evaluation\/manage_datasets\">Evaluation Datasets<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Create and maintain collections of example inputs and expected responses using production traces or synthetic examples for systematic testing and evaluation at scale<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/evaluation\/log_experiments_with_rest_api\">Experiments<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Systematically test your AI application over an entire dataset, using the metrics that matter most to your use case. Use Experiments for benchmarking, A\/B testing, and regression testing<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/evaluation\/metrics\/overview\">30+ Built-in Evaluation Metrics<\/a>&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Easy to use, configurable LLM-as-judge and heuristic metrics<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/evaluation\/metrics\/custom_metric\">Custom Metrics<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Create custom LLM-as-Judge, criteria-based, and python code based metrics or use metrics from external libraries<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/evaluation\/manage_datasets#expanding-a-dataset-with-ai\">Automated Dataset Expansion<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Automatically expand your dataset for more robust evaluation. Use AI to generate additional synthetic examples to add to your existing dataset<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/evaluation\/overview\">Experiments Dashboard<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">View and comment on experiment results, compare prompts and configurations, and select your best performing version for deployment<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/integrations\/overview\">Dataset &amp; Evaluation Integrations<\/a>&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Ragas, Hugging Face Datasets, Gretel<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/details>\n\n\n\n<details class=\"wp-block-comet-accordion-item comet-accordion__item has-display-xxs-font-size has-background-color has-text-color has-link-color wp-elements-13961cdbb135f3d9624aabbf8075c7c2\" open><summary class=\"comet-accordion__item-summary\"><h3>Ollie Assistant &amp; Coding Harness<\/h3><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n<figure class=\"wp-block-table alignwide is-style-pricing-plans has-body-xs-font-size is-style-pricing-plans--21\"><table class=\"has-background-color has-text-color has-link-color has-fixed-layout\" style=\"border-style:none;border-width:0px\"><tbody><tr><td>Ollie Chat Interface&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Ollie is much more powerful than a simple chatbot \u2014 ask it to analyze traces, propose fixes, and even edit your codebase using the capabilities listed below.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Read &amp; Analyze Traces&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Ollie reads full span trees including inputs, outputs, latencies, token counts, and feedback scores. It can drill into individual spans, compare traces side by side, and search across your project for patterns.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Workspace Search&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Traces, threads, datasets, experiments, and prompts are all queryable. Ollie can aggregate data, find outliers, and surface trends you\u2019d otherwise need to query manually.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Test Suite Management&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Ollie can add traces as test cases to test suites, define assertions, trigger evaluation runs, and summarize pass\/fail results.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/tracing\/debug-agents\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Opik Connect<\/strong><\/a>&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Opik Connect is a powerful coding harness optimized for developing and testing your agents. Configure it to let Ollie read your agent codebase and write fixes directly to it.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">Free trial then purchase tokens<\/td><td class=\"has-text-align-center\" data-align=\"center\">Free trial then purchase tokens<\/td><td class=\"has-text-align-center\" data-align=\"center\">Custom<\/td><\/tr><tr><td>Direct Code Editing&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">When you connect your repository with opik connect, Ollie gains secure, read-only access to your source files. It can propose edits that you review and approve before anything changes on disk.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">Free trial then purchase tokens<\/td><td class=\"has-text-align-center\" data-align=\"center\">Free trial then purchase tokens<\/td><td class=\"has-text-align-center\" data-align=\"center\">Custom<\/td><\/tr><tr><td>Run Your Agent&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">With opik connect active, Ollie can rerun your agent using inputs from a failing trace to verify a fix in real time. New traces stream back into Opik automatically.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">Free trial then purchase tokens<\/td><td class=\"has-text-align-center\" data-align=\"center\">Free trial then purchase tokens<\/td><td class=\"has-text-align-center\" data-align=\"center\">Custom<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/details>\n\n\n\n<details class=\"wp-block-comet-accordion-item comet-accordion__item has-display-xxs-font-size has-background-color has-text-color has-link-color wp-elements-069570bd7c2ba51071358f825644ded5\" open><summary class=\"comet-accordion__item-summary\"><h3>Agent Sandbox<\/h3><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n<figure class=\"wp-block-table alignwide is-style-pricing-plans has-body-xs-font-size is-style-pricing-plans--22\"><table class=\"has-background-color has-text-color has-link-color has-fixed-layout\" style=\"border-style:none;border-width:0px\"><tbody><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/development\/agent-playground\" target=\"_blank\" rel=\"noreferrer noopener\">Agent Playground<\/a>&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">The Agent Playground lets you run agents on your local machine while connected to Opik. Every agent execution is fully traced \u2014 you get LLM calls, latencies, token usage, and the complete execution graph, all visible in the Opik UI.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/development\/agent-configuration\/overview\" target=\"_blank\" rel=\"noreferrer noopener\">Agent Configuration<\/a>&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Manage your prompts, model settings, and tool definitions outside your codebase. Version them, update them without redeploying, and keep a full history of every change.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/details>\n\n\n\n<details class=\"wp-block-comet-accordion-item comet-accordion__item has-display-xxs-font-size has-background-color has-text-color has-link-color wp-elements-b488e813efb35b01d41a247461b2fbcd\" open><summary class=\"comet-accordion__item-summary\"><h3>Agent Optimization<\/h3><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n<figure class=\"wp-block-table alignwide is-style-pricing-plans has-body-xs-font-size is-style-pricing-plans--23\"><table class=\"has-background-color has-text-color has-link-color has-fixed-layout\" style=\"border-style:none;border-width:0px\"><tbody><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/agent_optimization\/overview\">Prompt Optimization<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Automate prompt engineering and improve your AI application\u2019s performance with Opik\u2019s industry-leading Agent Optimizer toolkit<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/agent_optimization\/algorithms\/tool_optimization\">Tool Optimization<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Optimize prompts that use external tools and the Model Context Protocol (MCP)<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/agent_optimization\/overview#optimization-algorithms\">Native Support for 8+ Optimization Algorithms<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Opik has native support for Evolutionary, Few-Shot Bayesian, MetaPrompt, Hierarchical Reflective Optimizer, MIPRO, and GEPA, with more to come<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/agent_optimization\/overview\">Optimization Dashboard<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">View your optimization results and performance improvements in Opik\u2019s UI<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/details>\n\n\n\n<details class=\"wp-block-comet-accordion-item comet-accordion__item has-display-xxs-font-size has-background-color has-text-color has-link-color wp-elements-41b4c9ae5100ec1667d327c64c405ef7\" open><summary class=\"comet-accordion__item-summary\"><h3>Prompt Development<\/h3><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n<figure class=\"wp-block-table alignwide is-style-pricing-plans has-body-xs-font-size is-style-pricing-plans--24\"><table class=\"has-background-color has-text-color has-link-color has-fixed-layout\" style=\"border-style:none;border-width:0px\"><tbody><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/prompt_engineering\/prompt_management\">Prompt Library<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Collaborate on prompt development with both UI-based prompt management and seamless integration with prompts saved in code or files<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Prompt Versioning&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Track and version every change made to a prompt, including edits, timestamps, and authors<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/evaluation\/evaluate_prompt\">Prompt Evaluation<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Test and compare prompts via either the UI or the SDK by running structured experiments over a dataset<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/prompt_engineering\/playground\">Prompt Playground<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Test new prompts quickly in Opik\u2019s Prompt playground<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Prompt Building&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Build prompts in the UI using composable user, assistant, and system components. Add variables to easily run evaluations and side-by-side comparisons over a dataset<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/details>\n\n\n\n<details class=\"wp-block-comet-accordion-item comet-accordion__item has-display-xxs-font-size has-background-color has-text-color has-link-color wp-elements-6c0ef0ea113a874eb48b288a859acaf2\" open><summary class=\"comet-accordion__item-summary\"><h3>Reliability in Production<\/h3><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n<figure class=\"wp-block-table alignwide is-style-pricing-plans has-body-xs-font-size is-style-pricing-plans--25\"><table class=\"has-background-color has-text-color has-link-color has-fixed-layout\" style=\"border-style:none;border-width:0px\"><tbody><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/production\/production_monitoring\">Production-Scale Monitoring<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Opik has been designed from the ground up to support high volumes of traces making it the ideal tool for monitoring your production LLM applications<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/production\/rules\">Online Evaluation<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Score your production traces and identify any issues with your production LLM application<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/production\/guardrails\">AI Guardrails<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Protect your application by detecting and blocking content from the inputs and outputs of your LLM calls. Opik supports PII, Topic, and Custom guardrails. Available for self-hosted deployment<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/production\/alerts\">Alerts<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Configure automated webhook notifications for important events such as trace errors, new feedback scores, or prompt changes<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/details>\n\n\n\n<details class=\"wp-block-comet-accordion-item comet-accordion__item has-display-xxs-font-size has-background-color has-text-color has-link-color wp-elements-e4ebb545902702fa1b20019145403cb1\" open><summary class=\"comet-accordion__item-summary\"><h3>Platform (API, Collaboration, &amp; Data Access)<\/h3><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n<figure class=\"wp-block-table alignwide is-style-pricing-plans has-body-xs-font-size is-style-pricing-plans--26\"><table class=\"has-background-color has-text-color has-link-color has-fixed-layout\" style=\"border-style:none;border-width:0px\"><tbody><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/reference\/python-sdk\/rest-api\">Public API<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Opik\u2019s REST API and complete Python client can be used with both the Open-Source platform and Opik Cloud<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>API Rate Limits<\/td><td class=\"has-text-align-center\" data-align=\"center\">Unlimited<\/td><td class=\"has-text-align-center\" data-align=\"center\">Unlimited<\/td><td class=\"has-text-align-center\" data-align=\"center\">Unlimited<\/td><td class=\"has-text-align-center\" data-align=\"center\">Unlimited<\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/reference\/overview\">SDKs (Python, TypeScript)<\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/prompt_engineering\/mcp_server\">MCP Server<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Integrate your AI-powered IDE with Opik to use natural language to manage prompts, query traces, access metrics, and more<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Query and Export Opik Data&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Opik\u2019s SDKs and API enable data export and support advanced queries, filtering, and batch operations<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/tracing\/export_data\">UI Data Export<\/a>&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Export traces, datasets, experiment data, and annotations to CSV or JSON through the Opik UI<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>In-Platform Collaboration&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Collaborate with your team directly in the platform with deep-links to share-able views and commenting on traces, experiments, and prompts<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Flexible Deployments&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Choose from multiple deployment options, including cloud-based, on-premises, and fully managed solutions to fit your infrastructure needs<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Optional Add-On: MLOps Platform: Experiment Management, Model Registry, Dataset Management<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/details>\n\n\n\n<details class=\"wp-block-comet-accordion-item comet-accordion__item has-display-xxs-font-size has-background-color has-text-color has-link-color wp-elements-462f802a6a0f449cb2b466b76f701822\" open><summary class=\"comet-accordion__item-summary\"><h3>Security &amp; Compliance<\/h3><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n<figure class=\"wp-block-table alignwide is-style-pricing-plans has-body-xs-font-size is-style-pricing-plans--27\"><table class=\"has-background-color has-text-color has-link-color has-fixed-layout\" style=\"border-style:none;border-width:0px\"><tbody><tr><td>Data Region<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">US<\/td><td class=\"has-text-align-center\" data-align=\"center\">US<\/td><td class=\"has-text-align-center\" data-align=\"center\">Custom<\/td><\/tr><tr><td><a href=\"https:\/\/www.comet.com\/docs\/opik\/reference\/overview\">RBAC (Project and Organization Level)<\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>View-Only Users<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Enterprise SSO (OAuth 2.0, SAML, and LDAP protocols)<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>SSO Enforcement<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>SOC 2, ISO 27001, ISO 9001, HIPAA, and GDPR compliance<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/details>\n\n\n\n<details class=\"wp-block-comet-accordion-item comet-accordion__item has-display-xxs-font-size has-background-color has-text-color has-link-color wp-elements-d580338fc86950ee272b3621a412fcc4\" open><summary class=\"comet-accordion__item-summary\"><h3>Support<\/h3><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n<figure class=\"wp-block-table alignwide is-style-pricing-plans has-body-xs-font-size is-style-pricing-plans--28\"><table class=\"has-background-color has-text-color has-link-color has-fixed-layout\" style=\"border-style:none;border-width:0px\"><tbody><tr><td>Community (Slack; GitHub)<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Self-Service (Ask AI; Opik MCP Serve)<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Email Support<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Dedicated Support Team &amp; SLAs<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Private Slack Channel<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Service Accounts<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Response Time SLA<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">2 hours<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/details>\n\n\n\n<details class=\"wp-block-comet-accordion-item comet-accordion__item has-display-xxs-font-size has-background-color has-text-color has-link-color wp-elements-5e5ec0ea80da3360cbb780d3e3e9ac69\" open><summary class=\"comet-accordion__item-summary\"><h3 id=\"monthly-usage\">Monthly Usage <\/h3><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n\n<figure class=\"wp-block-table alignwide is-style-pricing-plans has-body-xs-font-size is-style-pricing-plans--29\"><table class=\"has-background-color has-text-color has-link-color has-fixed-layout\" style=\"border-style:none;border-width:0px\"><tbody><tr><td>Spans Included&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">A span represents a single tracked operation within your LLM pipeline, such as a model request, a function call or an agent action<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\">Unlimited<\/td><td class=\"has-text-align-center\" data-align=\"center\">25k<\/td><td class=\"has-text-align-center\" data-align=\"center\">100k<\/td><td class=\"has-text-align-center\" data-align=\"center\">Unlimited<\/td><\/tr><tr><td>Additional Spans <\/td><td class=\"has-text-align-center\" data-align=\"center\">Unlimited<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">$5\/100k spans<\/td><td class=\"has-text-align-center\" data-align=\"center\">Unlimited<\/td><\/tr><tr><td>Span Data Retention <\/td><td class=\"has-text-align-center\" data-align=\"center\">Unlimited<\/td><td class=\"has-text-align-center\" data-align=\"center\">60 days<\/td><td class=\"has-text-align-center\" data-align=\"center\">60 days<\/td><td class=\"has-text-align-center\" data-align=\"center\">Custom<\/td><\/tr><tr><td>Additional Span Retention&nbsp; <span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Increase span data retention from 60 days to 400 days <\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\">Unlimited<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">$29\/100k spans<\/td><td class=\"has-text-align-center\" data-align=\"center\">Custom<\/td><\/tr><\/tbody><\/table><\/figure>\n\n<\/div><\/details>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group u-padding-top--xxl u-padding-bottom--xl has-custom-alt-background-dark-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"border-radius:12px;margin-top:var(--wp--preset--spacing--160)\">\n<h2 class=\"wp-block-heading has-text-align-center\">Questions &amp; Answers<\/h2>\n\n\n\n<div class=\"wp-block-group vc-faq is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--50)\">\n<div class=\"wp-block-comet-accordion-accordion comet-accordion is-style-default\" data-allow-multiple=\"false\">\n<details class=\"wp-block-comet-accordion-item comet-accordion__item\"><summary class=\"comet-accordion__item-summary\"><span>What is the relationship between Comet, Opik, and MLOps \/ Experiment Management?<\/span><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n<p><strong>Comet<\/strong>&nbsp;is our company name, and we offer two flagship product families:&nbsp;<strong>Opik<\/strong>&nbsp;and&nbsp;<strong>MLOps<\/strong>. Features, use cases, and pricing models differ between the two products, but they run on the same underlying platform and each comes with access to the free version of the other.<\/p>\n\n\n\n<p>Our&nbsp;<strong>MLOps platform is designed for teams<\/strong>&nbsp;<strong>building and training machine learning models<\/strong>, with tools for&nbsp;<a href=\"https:\/\/www.comet.com\/site\/products\/ml-experiment-tracking\/\">experiment tracking<\/a>,&nbsp;<a href=\"https:\/\/www.comet.com\/site\/products\/artifacts-dataset-management\/\">dataset management<\/a>,&nbsp;<a href=\"https:\/\/www.comet.com\/site\/products\/machine-learning-model-versioning\/\">model versioning<\/a>, and&nbsp;<a href=\"https:\/\/www.comet.com\/site\/products\/model-production-monitoring\/\">model production monitoring<\/a>.<\/p>\n\n\n\n<p><strong>Opik<\/strong>&nbsp;is the name of our&nbsp;<a href=\"https:\/\/www.comet.com\/site\/products\/opik\/\">GenAI observability<\/a>&nbsp;and evaluation platform, and it\u2019s available in a&nbsp;<a href=\"https:\/\/github.com\/comet-ml\/opik\">free open-source version<\/a>&nbsp;along with the cloud-hosted options you see above.&nbsp;<strong>If you are building an application or agent that makes calls to an LLM, use Opik<\/strong>&nbsp;to log, evaluate, iterate, and improve your application\u2019s performance.<\/p>\n<\/div><\/details>\n\n\n\n<details class=\"wp-block-comet-accordion-item comet-accordion__item\"><summary class=\"comet-accordion__item-summary\"><span>Is there a free plan for academics?<\/span><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n<p>Yes, Comet offers a free Pro plan for academic users. Researchers, students, and educators can access the full features of our Pro plan at no cost. To apply for the academic Pro plan, please&nbsp;<a href=\"https:\/\/www.comet.com\/signup?plan=academic\">sign up here<\/a>&nbsp;and follow the instructions on the Academics page to verify your academic status.<\/p>\n<\/div><\/details>\n\n\n\n<details class=\"wp-block-comet-accordion-item comet-accordion__item\"><summary class=\"comet-accordion__item-summary\"><span>What is the best way to get started with Opik?<\/span><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n<p>The full Opik featureset is free to use for as long as you like, and it&#8217;s easy to get started. You can download and self-host the <a href=\"https:\/\/github.com\/comet-ml\/opik\">open-source version<\/a>, or let us handle the infrastructure with the <a href=\"https:\/\/www.comet.com\/signup?from=llm\">free cloud version<\/a>. For most individuals and teams in the application testing and development phases, these free plans come with everything you need. You might want to step up to a paid plan as your application or agent usage scales up in production, and\/or if you need user management and compliance-related features, but the free versions really do come with everything you need to get up and running. <br><br>If you already have an application or agent that makes LLM calls, just follow our <a href=\"https:\/\/www.comet.com\/docs\/opik\/quickstart\">Quickstart Guide<\/a> to integrate Opik with whichever model provider or agent framework you&#8217;re already using. And if you&#8217;re not ready to log traces yet, we recommend trying out the <a href=\"https:\/\/www.comet.com\/docs\/opik\/prompt_engineering\/playground\">prompt playground<\/a> to experiment with user prompts and system prompts and compare models side by side, with no setup steps required. <\/p>\n<\/div><\/details>\n\n\n\n<details class=\"wp-block-comet-accordion-item comet-accordion__item\"><summary class=\"comet-accordion__item-summary\"><span>How can I self-host Opik?<\/span><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n<p>Self-hosting the open-source version of Opik is easy! Just download the code from our <a href=\"https:\/\/github.com\/comet-ml\/opik\/\">GitHub repo<\/a> and follow the README to get started. <\/p>\n<\/div><\/details>\n\n\n\n<details class=\"wp-block-comet-accordion-item comet-accordion__item\"><summary class=\"comet-accordion__item-summary\"><span>What are the differences between Opik Open Source, Opik Free, Opik Pro, and Opik Enterprise?<\/span><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n<p>The main differences are in usage limits and data retention. All plans include unlimited team members and the full suite of LLM observability and evaluation features.&nbsp;Enterprise plans&nbsp;offer custom hosting and deployment options, advanced identity and authentication management, personalized support plans, increased regulatory compliance, and more.<\/p>\n<\/div><\/details>\n\n\n\n<details class=\"wp-block-comet-accordion-item comet-accordion__item\"><summary class=\"comet-accordion__item-summary\"><span>What is a &#8220;span&#8221;?<\/span><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n<p>A span is a unit of evaluation or tracing data in Opik, representing a structured input-output pair. This could be an LLM call, a tool call, or any tracked function. A single span can contain many tokens.<\/p>\n<\/div><\/details>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div id=\"tabpanel-52cfaa84-2\" role=\"tabpanel\" aria-labelledby=\"tab-52cfaa84-2\" hidden class=\"wp-block-wpcomsp-tab\">\n<div class=\"wp-block-group alignfull is-layout-constrained wp-container-core-group-is-layout-2b0d9729 wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-65e523f9 wp-block-columns-is-layout-flex\" style=\"font-size:clamp(0.875rem, 0.875rem + ((1vw - 0.2rem) * 0.22), 1rem);\">\n<div class=\"wp-block-column vc-pricing-table vc-pricing-table--2024 has-border-color has-custom-decorative-border-dark-border-color has-custom-alt-background-dark-background-color has-background is-layout-flow wp-block-column-is-layout-flow\" style=\"border-width:1px;border-radius:12px;padding-top:var(--wp--preset--spacing--24);padding-right:var(--wp--preset--spacing--24);padding-bottom:var(--wp--preset--spacing--24);padding-left:var(--wp--preset--spacing--24)\">\n<div class=\"wp-block-group is-vertical is-content-justification-stretch is-layout-flex wp-container-core-group-is-layout-444d5ee8 wp-block-group-is-layout-flex\" style=\"min-height:100%\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\" style=\"min-height:100px\">\n<h2 class=\"wp-block-heading has-display-xxs-font-size\">Free<\/h2>\n\n\n\n<p>Perfect for individuals<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-29a84369 wp-block-group-is-layout-flex\" style=\"margin-top:0\">\n<p class=\"no-wrap has-background-color has-text-color has-link-color has-display-s-font-size wp-elements-822b59d4ef29bffbfd38cb221862327d\"><strong>$0<\/strong><\/p>\n\n\n\n<p>Free plan<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button c-button c-button--bordered is-style-outline is-style-outline--30\"><a class=\"wp-block-button__link has-background-color has-text-color has-link-color wp-element-button\" href=\"\/signup?from=llm\">Get Started<\/a><\/div>\n<\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li style=\"margin-top:0;margin-bottom:0\">1 platform user<\/li>\n\n\n\n<li style=\"margin-top:0;margin-bottom:0\">Generous free tier<\/li>\n<\/ul>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-foreground-color has-alpha-channel-opacity has-foreground-background-color has-background has-tertiary-background-color is-style-wide is-style-wide--31\"\/>\n\n\n\n<p><strong>Includes:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list is-style-comet-checkmarks-accent has-body-xs-font-size is-style-comet-checkmarks-accent--32\">\n<li style=\"margin-top:var(--wp--preset--spacing--8);margin-bottom:var(--wp--preset--spacing--8)\">Track and compare machine learning training runs<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--8);margin-bottom:var(--wp--preset--spacing--8)\">Dataset management and versioning<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--8);margin-bottom:var(--wp--preset--spacing--8)\">Model Registry<\/li>\n<\/ul>\n<\/div>\n\n\n\n<p class=\"has-text-align-center has-background-color has-tertiary-background-color has-text-color has-background has-link-color wp-elements-09c72c0a1e56533229fbdfd763a90b75\" style=\"border-radius:3px;font-style:normal;font-weight:700\"><img loading=\"lazy\" decoding=\"async\" width=\"21\" height=\"20\" class=\"wp-image-14658\" style=\"width: 21px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/04\/purple-stars.svg\" alt=\"\"> LLM evaluation included for free<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column vc-pricing-table vc-pricing-table--2024 has-border-color has-custom-decorative-border-dark-border-color has-background-color has-text-color has-background has-link-color wp-elements-fc0d875ff63e7eaf7e3fb94922e7243e is-layout-flow wp-block-column-is-layout-flow\" style=\"border-width:1px;border-radius:12px;background:linear-gradient(136deg,rgb(26,30,45) 31%,rgb(57,60,150) 100%);padding-top:var(--wp--preset--spacing--24);padding-right:var(--wp--preset--spacing--24);padding-bottom:var(--wp--preset--spacing--24);padding-left:var(--wp--preset--spacing--24)\">\n<div class=\"wp-block-group is-vertical is-content-justification-stretch is-layout-flex wp-container-core-group-is-layout-444d5ee8 wp-block-group-is-layout-flex\" style=\"min-height:100%\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\" style=\"min-height:100px\">\n<div class=\"wp-block-group is-layout-flex wp-block-group-is-layout-flex\">\n<h2 class=\"wp-block-heading has-display-xxs-font-size\">Pro<\/h2>\n\n\n\n<p class=\"no-wrap has-border-color has-white-1-border-color has-background-color has-foreground-background-color has-text-color has-background has-link-color wp-elements-a4a55f2f677ad4c4c28468da97edcbe6\" style=\"border-width:1px;border-radius:999px;padding-top:var(--wp--preset--spacing--8);padding-right:var(--wp--preset--spacing--16);padding-bottom:var(--wp--preset--spacing--8);padding-left:var(--wp--preset--spacing--16);font-size:0.7rem;font-style:normal;font-weight:700;line-height:1;text-transform:uppercase\">Popular<\/p>\n<\/div>\n\n\n\n<p style=\"font-size:clamp(0.875rem, 0.875rem + ((1vw - 0.2rem) * 0.22), 1rem);\">Advanced collaboration for teams<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-29a84369 wp-block-group-is-layout-flex\" style=\"min-height:0px;margin-top:0\">\n<p class=\"no-wrap has-background-color has-text-color has-link-color has-display-s-font-size wp-elements-8ebf4012b2632af6f9b6d9ec75d9f24e\"><strong>$19<\/strong><\/p>\n\n\n\n<p>Per user\/month<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button c-button c-button--bordered is-style-fill\"><a class=\"wp-block-button__link wp-element-button\" href=\"\/signup?plan=platform_pro_spans\">Start Free Trial<\/a><\/div>\n<\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li style=\"margin-top:0;margin-bottom:0\">Up to 10 users<\/li>\n\n\n\n<li style=\"margin-top:0;margin-bottom:0\">1500 training hours included<\/li>\n<\/ul>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-foreground-color has-alpha-channel-opacity has-foreground-background-color has-background has-tertiary-background-color is-style-wide is-style-wide--33\"\/>\n\n\n\n<p><strong><strong>Includes everything in the Free plan plus:<\/strong><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list is-style-comet-checkmarks has-body-xs-font-size is-style-comet-checkmarks--34\">\n<li style=\"margin-top:var(--wp--preset--spacing--8);margin-bottom:var(--wp--preset--spacing--8)\">Up to 10 users<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--8);margin-bottom:var(--wp--preset--spacing--8)\">Email support<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--8);margin-bottom:var(--wp--preset--spacing--8)\">Generous storage limits<\/li>\n<\/ul>\n<\/div>\n\n\n\n<p class=\"has-text-align-center has-background-color has-tertiary-background-color has-text-color has-background has-link-color wp-elements-09c72c0a1e56533229fbdfd763a90b75\" style=\"border-radius:3px;font-style:normal;font-weight:700\"><img loading=\"lazy\" decoding=\"async\" width=\"21\" height=\"20\" class=\"wp-image-14658\" style=\"width: 21px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/04\/purple-stars.svg\" alt=\"\"> LLM evaluation included for free<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column vc-pricing-table vc-pricing-table--2024 has-border-color has-custom-decorative-border-dark-border-color has-custom-alt-background-dark-background-color has-background is-layout-flow wp-block-column-is-layout-flow\" style=\"border-width:1px;border-radius:12px;padding-top:var(--wp--preset--spacing--24);padding-right:var(--wp--preset--spacing--24);padding-bottom:var(--wp--preset--spacing--24);padding-left:var(--wp--preset--spacing--24)\">\n<div class=\"wp-block-group is-vertical is-content-justification-stretch is-layout-flex wp-container-core-group-is-layout-aa10e43e wp-block-group-is-layout-flex\" style=\"min-height:100%\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\" style=\"min-height:100px\">\n<h2 class=\"wp-block-heading has-display-xxs-font-size\">Enterprise<\/h2>\n\n\n\n<p style=\"font-size:clamp(0.875rem, 0.875rem + ((1vw - 0.2rem) * 0.22), 1rem);\">Security, compliance &amp; flexible deployments<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-29a84369 wp-block-group-is-layout-flex\" style=\"margin-top:0\">\n<p class=\"has-background-color has-text-color has-link-color has-display-s-font-size wp-elements-a3a812a52bf03414f8e937338c309984\"><strong>Custom<\/strong><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button c-button c-button--bordered is-style-outline is-style-outline--35\"><a class=\"wp-block-button__link has-background-color has-text-color has-link-color wp-element-button\" href=\"https:\/\/www.comet.com\/site\/about-us\/contact-us\/\">Contact Us<\/a><\/div>\n<\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li style=\"margin-top:0;margin-bottom:0\">Unlimited users<\/li>\n\n\n\n<li style=\"margin-top:0;margin-bottom:0\">Unlimited training hours<\/li>\n<\/ul>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-foreground-color has-alpha-channel-opacity has-foreground-background-color has-background has-tertiary-background-color is-style-wide is-style-wide--36\"\/>\n\n\n\n<p><strong><strong><strong>Includes everything in the Pro plan plus:<\/strong><\/strong><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list is-style-comet-checkmarks-accent has-body-xs-font-size is-style-comet-checkmarks-accent--37\">\n<li style=\"margin-top:var(--wp--preset--spacing--8);margin-bottom:var(--wp--preset--spacing--8)\">Flexible deployments<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--8);margin-bottom:var(--wp--preset--spacing--8)\">Model production monitoring<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--8);margin-bottom:var(--wp--preset--spacing--8)\">Service accounts and view-only users<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--8);margin-bottom:var(--wp--preset--spacing--8)\">Single sign on<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--8);margin-bottom:var(--wp--preset--spacing--8)\">Dedicated support and SLAs<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--8);margin-bottom:var(--wp--preset--spacing--8)\">SOC 2, ISO 27001, ISO 9001, HIPAA, and GDPR compliance<\/li>\n<\/ul>\n<\/div>\n\n\n\n<p class=\"has-text-align-center has-background-color has-tertiary-background-color has-text-color has-background has-link-color wp-elements-09c72c0a1e56533229fbdfd763a90b75\" style=\"border-radius:3px;font-style:normal;font-weight:700\"><img loading=\"lazy\" decoding=\"async\" width=\"21\" height=\"20\" class=\"wp-image-14658\" style=\"width: 21px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/04\/purple-stars.svg\" alt=\"\"> LLM evaluation included for free<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide has-secondary-color has-custom-alt-background-dark-background-color has-text-color has-background has-link-color wp-elements-b02459133fd8d8d7ba16fe0ee7c3748c is-layout-flow wp-block-group-is-layout-flow\" style=\"border-radius:12px;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-cbe57604 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-is-layout-5dafc681 wp-block-column-is-layout-flow\" style=\"flex-basis:56%\">\n<h2 class=\"wp-block-heading\">Full platform self-hosted<\/h2>\n\n\n\n<p>The Comet platform can be deployed locally in just a couple of minutes, perfect if you want a simple single-user deployment.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-underline\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.comet.com\/docs\/v2\/deploying-comet\/overview\/#deploying-comet__options\" target=\"_blank\" rel=\"noreferrer noopener\">Install Comet<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-is-layout-5dafc681 wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center has-body-m-font-size\" style=\"font-style:normal;font-weight:700\">Comet Installation Options<\/p>\n\n\n\n<div class=\"wp-block-group is-content-justification-space-between is-nowrap is-layout-flex wp-container-core-group-is-layout-fbce6640 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-966eb20f wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"63\" height=\"69\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/04\/install-self-serve.svg\" alt=\"\" class=\"wp-image-14729\" style=\"width:63px;height:auto\"\/><\/figure>\n\n\n\n<p class=\"has-text-align-center\">Self-Serve<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-966eb20f wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"63\" height=\"64\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/04\/install-managed.svg\" alt=\"\" class=\"wp-image-14728\" style=\"width:63px;height:auto\"\/><\/figure>\n\n\n\n<p class=\"has-text-align-center\">Managed by Comet<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-966eb20f wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"63\" height=\"64\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/04\/install-on-prem.svg\" alt=\"\" class=\"wp-image-14727\" style=\"width:63px;height:auto\"\/><\/figure>\n\n\n\n<p class=\"has-text-align-center\">On-Premise<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull is-layout-constrained wp-container-core-group-is-layout-5a30f31b wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-text-align-center\">Compare Plans<\/h2>\n\n\n\n<div class=\"wp-block-group alignwide has-background-color has-custom-background-dark-background-color has-text-color has-background has-link-color wp-elements-9264a590b4c67dbb37f597ad1b78affb is-layout-constrained wp-container-core-group-is-layout-964149d4 wp-block-group-is-layout-constrained wp-container-40 is-position-sticky block-visibility-hide-small-screen\" style=\"border-bottom-color:var(--wp--preset--color--custom-decorative-border-dark);border-bottom-width:1px;padding-top:var(--wp--preset--spacing--24);padding-right:var(--wp--preset--spacing--20);padding-bottom:var(--wp--preset--spacing--24);padding-left:var(--wp--preset--spacing--20)\">\n<div class=\"wp-block-columns alignwide is-not-stacked-on-mobile is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-is-layout-6d4c618c wp-block-column-is-layout-flow\" style=\"flex-basis:25%\">\n<p class=\"has-text-align-center has-body-m-font-size\" style=\"font-style:normal;font-weight:500\">Free plan<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--38\"><a class=\"wp-block-button__link wp-element-button\" href=\"\/signup?plan=individual_organization\">Get Started<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-is-layout-6d4c618c wp-block-column-is-layout-flow\" style=\"flex-basis:25%\">\n<p class=\"has-text-align-center has-body-m-font-size\" style=\"font-style:normal;font-weight:500\">Pro plan<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link wp-element-button\" href=\"\/signup?plan=platform_pro_spans\">Start Free Trial<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-is-layout-6d4c618c wp-block-column-is-layout-flow\" style=\"flex-basis:25%\">\n<p class=\"has-text-align-center has-body-m-font-size\" style=\"font-style:normal;font-weight:500\">Enterprise plan<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--39\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.comet.com\/site\/about-us\/contact-us\/\">Contact Us<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide no-wrap has-custom-background-dark-background-color has-background is-layout-constrained wp-container-core-group-is-layout-3893a6b4 wp-block-group-is-layout-constrained wp-container-41 is-position-sticky block-visibility-hide-large-screen block-visibility-hide-medium-screen\" style=\"border-bottom-color:var(--wp--preset--color--custom-decorative-border-dark);border-bottom-width:1px;padding-right:var(--wp--preset--spacing--20);padding-bottom:var(--wp--preset--spacing--16);padding-left:var(--wp--preset--spacing--20)\">\n<div class=\"wp-block-columns alignwide is-not-stacked-on-mobile is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\" style=\"font-style:normal;font-weight:700\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\">\n<p class=\"has-text-align-center\"><a href=\"\/signup?plan=individual_organization\" data-type=\"link\" data-id=\"\/signup?plan=individual_organization\">Free<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\">\n<p class=\"has-text-align-center has-accent-color has-text-color has-link-color wp-elements-5ebb9837d7a99690351694e24dfb2a09\"><a href=\"\/signup?plan=platform_pro_spans\">Pro<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\">\n<p class=\"has-text-align-center\"><a href=\"https:\/\/www.comet.com\/site\/about-us\/contact-us\/\" data-type=\"page\" data-id=\"566\">Enterprise<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-layout-flow wp-block-group-is-layout-flow\">\n<h3 class=\"wp-block-heading alignwide has-display-xs-font-size\">Experiment Management<\/h3>\n\n\n\n<figure class=\"wp-block-table alignwide is-style-pricing-plans has-body-xs-font-size is-style-pricing-plans--42\"><table class=\"has-fixed-layout\" style=\"border-style:none;border-width:0px\"><tbody><tr><td>Experiment tracking&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Systematically record, compare, and analyze your machine learning training runs to accelerate development and improve model performance.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Python visualisations&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Create tailored visualizations using Python to customize your Comet dashboards, enhancing data insights for your specific needs.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Model registry&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Model Registry centralizes and organizes machine learning models, enabling versioning, tracking, and seamless deployment across your team&#8217;s workflow.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Dataset management and versioning&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Track and version training datasets, linking them to experiments for complete model lineage and reproducibility.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Hyperparameter search&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Optimize model performance with automated hyperparameter tuning, tracking all results within the Comet platform.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Monthly limits<\/td><td class=\"has-text-align-center\" data-align=\"center\">Fair usage policy<\/td><td class=\"has-text-align-center\" data-align=\"center\">1500 training hours included<br>$1\/training hours<\/td><td class=\"has-text-align-center\" data-align=\"center\">Unlimited<\/td><\/tr><tr><td>Data usage<\/td><td class=\"has-text-align-center\" data-align=\"center\">100GB<\/td><td class=\"has-text-align-center\" data-align=\"center\">500GB included<br>$3\/100GB\/month<\/td><td class=\"has-text-align-center\" data-align=\"center\">Unlimited<\/td><\/tr><tr><td>Team members<\/td><td class=\"has-text-align-center\" data-align=\"center\">1<\/td><td class=\"has-text-align-center\" data-align=\"center\">Up to 10 users<\/td><td class=\"has-text-align-center\" data-align=\"center\">Unlimited<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-layout-flow wp-block-group-is-layout-flow\">\n<h3 class=\"wp-block-heading alignwide has-display-xs-font-size\">LLM Evaluation<\/h3>\n\n\n\n<figure class=\"wp-block-table alignwide is-style-pricing-plans has-body-xs-font-size is-style-pricing-plans--43\"><table class=\"has-fixed-layout\" style=\"border-style:none;border-width:0px\"><tbody><tr><td>Tracing&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Monitor and analyze the performance of your language models during development and in production, capturing inputs, outputs, and metadata for each inference.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Datasets&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Manage and version collections of prompts and examples used for evaluating LLM application performance, ensuring consistent and reproducible assessments.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>LLM-as-a-judge metrics<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Production monitoring&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Track your LLM applications in production with our production ready LLM Evaluation platform.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Team members<\/td><td class=\"has-text-align-center\" data-align=\"center\">Unlimited<\/td><td class=\"has-text-align-center\" data-align=\"center\">Unlimited<\/td><td class=\"has-text-align-center\" data-align=\"center\">Unlimited<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-layout-flow wp-block-group-is-layout-flow\">\n<h3 class=\"wp-block-heading alignwide has-display-xs-font-size\">Model Production Monitoring<\/h3>\n\n\n\n<figure class=\"wp-block-table is-style-pricing-plans has-body-xs-font-size is-style-pricing-plans--44\"><table class=\"has-fixed-layout\" style=\"border-style:none;border-width:0px\"><tbody><tr><td>Data drift detection&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Automatically identify data drift for your Machine Learning models in production, helping maintain model performance over time.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Feature distribution analysis&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Visualize and monitor input feature distributions to detect shifts and anomalies in your data.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Custom metrics&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Create and track tailored performance metrics using SQL queries on your logged data.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Alerts&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Set up custom notifications for critical events via Slack, email, and other channels.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-layout-flow wp-block-group-is-layout-flow\">\n<h3 class=\"wp-block-heading has-display-xs-font-size\">Platform<\/h3>\n\n\n\n<figure class=\"wp-block-table is-style-pricing-plans has-body-xs-font-size is-style-pricing-plans--45\"><table class=\"has-fixed-layout\" style=\"border-style:none;border-width:0px\"><tbody><tr><td>Flexible deployments&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Choose from multiple deployment options, including cloud-based, on-premises, and fully managed solutions to fit your infrastructure needs.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Single sign-on&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Streamline authentication with enterprise-grade SSO, supporting OAuth 2.0, SAML, and LDAP protocols.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Service accounts&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Create dedicated machine-to-machine accounts for secure, automated data logging and API access.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>View-only users&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Grant read-only access to team members for data exploration without the ability to modify or log new data.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img decoding=\"async\" class=\"wp-image-14708\" style=\"width: 24px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/10\/CheckMark-purple.svg\" alt=\"\u2713\"><\/td><\/tr><tr><td>Support&nbsp;<span class=\"comet-tooltip\"><button class=\"comet-tooltip-button\" type=\"button\"><span class=\"screen-reader-text\">Open tooltip<\/span><\/button><span class=\"comet-tooltip-popover\" tabindex=\"0\">Access tiered support options including email, Slack, phone, and dedicated team assistance based on your plan.<\/span><\/span><\/td><td class=\"has-text-align-center\" data-align=\"center\">Community Slack<\/td><td class=\"has-text-align-center\" data-align=\"center\">Email<\/td><td class=\"has-text-align-center\" data-align=\"center\">Dedicated team<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group u-padding-top--xxl u-padding-bottom--xl has-custom-alt-background-dark-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"border-radius:12px;margin-top:var(--wp--preset--spacing--160)\">\n<h2 class=\"wp-block-heading has-text-align-center\">Questions &amp; Answers<\/h2>\n\n\n\n<div class=\"wp-block-group vc-faq is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--50)\">\n<div class=\"wp-block-comet-accordion-accordion comet-accordion is-style-default\" data-allow-multiple=\"false\">\n<details class=\"wp-block-comet-accordion-item comet-accordion__item\"><summary class=\"comet-accordion__item-summary\"><span>What is the relationship between Comet, Opik, and MLOps \/ Experiment Management?<\/span><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n<p><strong>Comet<\/strong>&nbsp;is our company name, and we offer two flagship product families:&nbsp;<strong>Opik<\/strong>&nbsp;and&nbsp;<strong>MLOps<\/strong>. Features, use cases, and pricing models differ between the two products, but they run on the same underlying platform and each comes with access to the free version of the other.<\/p>\n\n\n\n<p>Our&nbsp;<strong>MLOps platform is designed for teams<\/strong>&nbsp;<strong>building and training machine learning models<\/strong>, with tools for&nbsp;<a href=\"https:\/\/www.comet.com\/site\/products\/ml-experiment-tracking\/\">experiment tracking<\/a>,&nbsp;<a href=\"https:\/\/www.comet.com\/site\/products\/artifacts-dataset-management\/\">dataset management<\/a>,&nbsp;<a href=\"https:\/\/www.comet.com\/site\/products\/machine-learning-model-versioning\/\">model versioning<\/a>, and&nbsp;<a href=\"https:\/\/www.comet.com\/site\/products\/model-production-monitoring\/\">model production monitoring<\/a>.<\/p>\n\n\n\n<p><strong>Opik<\/strong>&nbsp;is the name of our&nbsp;<a href=\"https:\/\/www.comet.com\/site\/products\/opik\/\">GenAI observability<\/a>&nbsp;and evaluation platform, and it\u2019s available in a&nbsp;<a href=\"https:\/\/github.com\/comet-ml\/opik\">free open-source version<\/a>&nbsp;along with the cloud-hosted options you see above.&nbsp;<strong>If you are building an application or agent that makes calls to an LLM, use Opik<\/strong>&nbsp;to log, evaluate, iterate, and improve your application\u2019s performance.<\/p>\n<\/div><\/details>\n\n\n\n<details class=\"wp-block-comet-accordion-item comet-accordion__item\"><summary class=\"comet-accordion__item-summary\"><span>Is there a free plan for academics?<\/span><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n<p>Yes, Comet offers a free Pro plan for academic users. Researchers, students, and educators can access the full features of our Pro plan at no cost. To apply for the academic Pro plan, please&nbsp;<a href=\"https:\/\/www.comet.com\/signup?plan=academic\">sign up here<\/a>&nbsp;and follow the instructions on the Academics page to verify your academic status.<\/p>\n<\/div><\/details>\n\n\n\n<details class=\"wp-block-comet-accordion-item comet-accordion__item\"><summary class=\"comet-accordion__item-summary\"><span>What are the differences between Comet Free, Comet Pro, and Comet Enterprise?<\/span><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n<p>The main differences are in usage limits, features, and support levels:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Comet MLOps Free<\/strong>: Ideal for individuals and small projects. Includes core experiment tracking features with fair usage limits, 100GB data storage, and community support.<\/li>\n\n\n\n<li><strong>Comet MLOps Pro<\/strong>: Perfect for growing teams. Offers increased limits (1,500 training hours, 500GB storage), supports up to 10 users, and provides email support. Priced at $19 per user\/month.<\/li>\n\n\n\n<li><strong>Comet MLOps Enterprise<\/strong>: Designed for large organizations. Provides unlimited usage, advanced production monitoring features, flexible deployment options, SSO, dedicated support, and enterprise-grade platform capabilities.<\/li>\n\n\n\n<li>All plans include essential features like experiment tracking and model registry. Enterprise exclusively offers advanced monitoring, custom metrics, and enhanced security features.<\/li>\n<\/ul>\n<\/div><\/details>\n\n\n\n<details class=\"wp-block-comet-accordion-item comet-accordion__item\"><summary class=\"comet-accordion__item-summary\"><span>What is a training hour?<\/span><span class=\"comet-accordion__item-icon\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" fill=\"none\" stroke=\"#191A1C\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 1v14m7-7H1\"><\/path><\/svg><\/span><\/summary><div class=\"comet-accordion__item-content\">\n<p>A training hour represents 60 minutes of active model training time recorded in Comet. If your model takes 8 hours to train, you\u2019ve used 8 training hours. This time is based on the time between starting and stopping an Experiment.<\/p>\n<\/div><\/details>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-container-core-group-is-layout-8d6cc1a5 wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--100)\">\n<div class=\"wp-block-group alignfull is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--100);padding-bottom:var(--wp--preset--spacing--100)\">\n<div class=\"wp-block-group alignwide has-background-color has-accent-background-color has-text-color has-background has-link-color wp-elements-913b3d1175baaf6000b981ff2671022c is-layout-constrained wp-container-core-group-is-layout-2903e0de wp-block-group-is-layout-constrained\" style=\"border-radius:12px;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50);background-image:url(&apos;https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/03\/pattern-4.png&apos;);background-position:50% 50%;background-size:cover;background-attachment:scroll;\">\n<h2 class=\"wp-block-heading has-text-align-center has-background-color has-text-color has-link-color wp-elements-c2bd0302519f120fb6fc60dfafbc0b43\" id=\"h-get-started-today-for-free\" style=\"margin-top:var(--wp--preset--spacing--24)\">Are you an academic?<\/h2>\n\n\n\n<p class=\"has-text-align-center has-body-m-font-size\"><\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-0cecd2bf wp-block-buttons-is-layout-flex\" style=\"margin-bottom:var(--wp--preset--spacing--24)\">\n<div class=\"wp-block-button\"><a rel=\"\" target=\"\" class=\"wp-block-button__link has-tertiary-background-color has-background wp-element-button\" href=\"\/signup?plan=academic\">Get free access to paid tiers<\/a><\/div>\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Flexible Plans for All Teams<\/p>\n","protected":false},"author":4,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"wp-custom-template-pages-dark","meta":{"customer_name":"","customer_description":"","customer_industry":"","customer_technologies":"","customer_logo":"","footnotes":""},"coauthors":[232],"class_list":["post-3968","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.9 (Yoast SEO v25.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Comet | Flexible Pricing Plans, Free for Academics<\/title>\n<meta name=\"description\" content=\"Comet&#039;s AI observability and evaluation pricing is flexible, with the full Opik featureset available in the free open-source version.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.comet.com\/site\/pricing\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pricing\" \/>\n<meta property=\"og:description\" content=\"Comet&#039;s AI observability and evaluation pricing is flexible, with the full Opik featureset available in the free open-source version.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.comet.com\/site\/pricing\/\" \/>\n<meta property=\"og:site_name\" content=\"Comet\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/cometdotml\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-06T23:10:16+00:00\" \/>\n<meta property=\"og:image\" 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