{"id":10263,"date":"2024-09-10T06:44:00","date_gmt":"2024-09-10T14:44:00","guid":{"rendered":"https:\/\/live-cometml.pantheonsite.io\/?page_id=10263"},"modified":"2026-05-06T15:08:49","modified_gmt":"2026-05-06T15:08:49","slug":"opik","status":"publish","type":"page","link":"https:\/\/www.comet.com\/site\/products\/opik\/","title":{"rendered":"Opik"},"content":{"rendered":"\n<div class=\"wp-block-group alignfull is-layout-constrained wp-container-core-group-is-layout-f51c8cc2 wp-block-group-is-layout-constrained has-background\" style=\"padding-top:0;background-image:url(&apos;https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/Ellipse-106.svg&apos;);background-position:100% 0%;background-repeat:no-repeat;background-size:100vh;\">\n<div class=\"wp-block-group alignwide is-layout-flow wp-block-group-is-layout-flow\" style=\"margin-top:var(--wp--preset--spacing--100);margin-bottom:var(--wp--preset--spacing--100)\">\n<div class=\"wp-block-group is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-6cf66b0c wp-block-group-is-layout-constrained\">\n<h1 class=\"wp-block-heading has-display-l-font-size\" id=\"h-ship-ai-systems-fit-for-financial-services\">AI Observability &amp; Evals<br>For the <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-accent-color\">Agentic Era <\/mark><\/h1>\n\n\n\n<p class=\"has-background-color has-text-color has-link-color has-body-l-font-size wp-elements-f934b6abdf846f8c847792513c822cba\">Opik logs every step your agent takes, from user interactions to context retrieval and tool calls \u2014 with automated eval workflows to find and fix errors across development, testing, and production.<\/p>\n\n\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.comet.com\/signup?from=llm\">Try Opik Free<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-underline\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.comet.com\/site\/about-us\/contact-us\/\">Get Demo<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<figure class=\"wp-block-image size-full has-custom-border\" style=\"margin-top:var(--wp--preset--spacing--50);margin-bottom:var(--wp--preset--spacing--50)\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1080\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/opik-llm-tracing.png\" alt=\"\" class=\"wp-image-19878\" style=\"border-top-left-radius:12px;border-top-right-radius:12px;border-bottom-left-radius:12px;border-bottom-right-radius:12px;aspect-ratio:16\/9;object-fit:cover\" srcset=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/opik-llm-tracing.png 1920w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/opik-llm-tracing-300x169.png 300w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/opik-llm-tracing-1024x576.png 1024w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/opik-llm-tracing-768x432.png 768w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/opik-llm-tracing-1536x864.png 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/figure>\n\n\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-layout-constrained wp-container-core-group-is-layout-3e20c923 wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group alignwide is-layout-constrained wp-container-core-group-is-layout-3e20c923 wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group alignwide is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-12dd3699 wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\">Understand what your agent is doing, <br>where it&#8217;s failing, and <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-accent-color\">how to fix it.<\/mark> <\/h2>\n\n\n\n<p class=\"has-body-m-font-size\">With end-to-end observability and evaluation tooling, Opik lets you confidently scale agents from prototype to production. Comprehensive logs, repeatable test cycles, and straightforward evaluation scores ensure consistent performance and help you build trust with end users and internal stakeholders alike. <\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-columns alignwide are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-b987c810 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading has-display-xs-font-size\">Trace &amp; Debug Any Step in Your AI System<\/h3>\n\n\n\n<ul class=\"wp-block-list is-style-default\">\n<li>Capture, visualize, and understand every action your agent takes. <\/li>\n\n\n\n<li>Collaborate with subject matter experts to annotate and fix underperforming traces. <\/li>\n\n\n\n<li>Automatically produce audit logs for your governance team.<\/li>\n<\/ul>\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\/signup?from=llm\" style=\"padding-right:var(--wp--preset--spacing--24);padding-left:var(--wp--preset--spacing--24)\" target=\"_blank\" rel=\"noreferrer noopener\">Try Opik Free<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:60%\">\n<div class=\"wp-block-group has-custom-alt-background-dark-background-color has-background is-layout-constrained wp-container-core-group-is-layout-42d2d7be wp-block-group-is-layout-constrained\" style=\"border-top-left-radius:8px;border-top-right-radius:8px;border-bottom-left-radius:8px;border-bottom-right-radius:8px;padding-top:var(--wp--preset--spacing--40);padding-right:var(--wp--preset--spacing--40);padding-bottom:0;padding-left:var(--wp--preset--spacing--40)\">\n<figure class=\"wp-block-image size-large is-resized has-custom-border\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/opik-tracing-1-1024x576.png\" alt=\"\" class=\"wp-image-19664\" style=\"border-top-left-radius:8px;border-top-right-radius:8px;border-bottom-left-radius:0px;border-bottom-right-radius:0px;aspect-ratio:1.7778294704787685;width:656px;height:auto\" srcset=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/opik-tracing-1-1024x576.png 1024w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/opik-tracing-1-300x169.png 300w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/opik-tracing-1-768x432.png 768w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/opik-tracing-1-1536x864.png 1536w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/opik-tracing-1.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns alignwide are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-b987c810 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading has-display-xs-font-size\">Evaluate Outcomes with LLM-as-a-Judge Metrics<\/h3>\n\n\n\n<ul class=\"wp-block-list is-style-default\">\n<li>Define what good looks like with a reference dataset or a plain-text assertion, and let Opik surface errors out of thousands of traces. <\/li>\n\n\n\n<li>Evaluate traces from development, testing, or production to compare agent versions ship with confidence. <\/li>\n\n\n\n<li>Score performance with 30+ metrics for answer relevance, context precision, task completion, hallucination, and more. <\/li>\n<\/ul>\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\/signup?from=llm\" style=\"padding-right:var(--wp--preset--spacing--24);padding-left:var(--wp--preset--spacing--24)\" target=\"_blank\" rel=\"noreferrer noopener\">Try Opik Free<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:60%\">\n<div class=\"wp-block-group has-custom-alt-background-dark-background-color has-background is-layout-constrained wp-container-core-group-is-layout-42d2d7be wp-block-group-is-layout-constrained\" style=\"border-top-left-radius:8px;border-top-right-radius:8px;border-bottom-left-radius:8px;border-bottom-right-radius:8px;padding-top:var(--wp--preset--spacing--40);padding-right:var(--wp--preset--spacing--40);padding-bottom:0;padding-left:var(--wp--preset--spacing--40)\">\n<figure class=\"wp-block-image size-large has-custom-border\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"557\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/experiments-comparison-1024x557.png\" alt=\"\" class=\"wp-image-19895\" style=\"border-top-left-radius:8px;border-top-right-radius:8px;border-bottom-left-radius:0px;border-bottom-right-radius:0px\" srcset=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/experiments-comparison-1024x557.png 1024w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/experiments-comparison-300x163.png 300w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/experiments-comparison-768x418.png 768w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/experiments-comparison-1536x835.png 1536w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/experiments-comparison-2048x1113.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns alignwide are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-b987c810 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading has-display-xs-font-size\">Monitor Your Agents in Production<\/h3>\n\n\n\n<ul class=\"wp-block-list is-style-default\">\n<li>Evaluate production traces in real time and get alerted if a user interaction fails your test criteria. <\/li>\n\n\n\n<li>Apply guardrails to proactively block content and policy violations and protect against PII exposure and other compliance risks.<\/li>\n\n\n\n<li>Track token usage and model cost and find where to optimize for efficiency. <\/li>\n<\/ul>\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\/signup?from=llm\" style=\"padding-right:var(--wp--preset--spacing--24);padding-left:var(--wp--preset--spacing--24)\" target=\"_blank\" rel=\"noreferrer noopener\">Try Opik Free<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:60%\">\n<div class=\"wp-block-group has-custom-alt-background-dark-background-color has-background is-layout-constrained wp-container-core-group-is-layout-42d2d7be wp-block-group-is-layout-constrained\" style=\"border-top-left-radius:8px;border-top-right-radius:8px;border-bottom-left-radius:8px;border-bottom-right-radius:8px;padding-top:var(--wp--preset--spacing--40);padding-right:var(--wp--preset--spacing--40);padding-bottom:0;padding-left:var(--wp--preset--spacing--40)\">\n<figure class=\"wp-block-image size-large has-custom-border\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/opik-dashboards-1-1024x576.png\" alt=\"\" class=\"wp-image-19720\" style=\"border-top-left-radius:8px;border-top-right-radius:8px;border-bottom-left-radius:0px;border-bottom-right-radius:0px\" srcset=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/opik-dashboards-1-1024x576.png 1024w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/opik-dashboards-1-300x169.png 300w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/opik-dashboards-1-768x432.png 768w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/opik-dashboards-1-1536x864.png 1536w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/opik-dashboards-1.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--160);margin-bottom:var(--wp--preset--spacing--160)\">\n<h2 class=\"wp-block-heading has-text-align-center has-white-color has-text-color has-display-xs-font-size\" id=\"h-built-for-developers-first-trusted-by-the-world-s-largest-enterprise-teams\">Built for developers. Trusted by the world&#8217;s largest enterprise teams.<\/h2>\n\n\n\n<div class=\"wp-block-group alignwide is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50)\">\n<div class=\"wp-block-group alignwide is-style-default is-layout-flow wp-block-group-is-layout-flow\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\"><div style=\"--animation-direction: normal; --animation-speed: 20s; --content-gap: 40px; --overlay-color: #02081b; --white-space: nowrap; --animation-name: storepress-marquee-animation-x; --animation-play-state: paused;\" class=\"has-overlay-color orientation-x alignfull logo-marquee wp-block-storepress-marquee\">\n\t<div class=\"wp-block-storepress-marquee__item\">\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-6c531013 wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"181\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2024\/09\/Logo.png\" alt=\"AssemblyAI logo\" class=\"wp-image-10471\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"182\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2024\/09\/Logo-8.png\" alt=\"Natwest logo\" class=\"wp-image-10822\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/03\/Stellantis-White.svg\" alt=\"Stellantis logo\" class=\"wp-image-17239\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"181\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2024\/09\/Logo-6.png\" alt=\"Uber Logo\" class=\"wp-image-10568\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/03\/Zencoder-White.svg\" alt=\"zencoder logo\" class=\"wp-image-17230\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"181\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2024\/09\/Logo-3.png\" alt=\"Netflix Logo\" class=\"wp-image-10473\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/03\/Autodesk-White.svg\" alt=\"Autodesk logo\" class=\"wp-image-17241\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"181\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2024\/09\/Logo-4.png\" alt=\"Etsy logo\" class=\"wp-image-10474\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/03\/StabilityAI-White.svg\" alt=\"Stability Ai logo\" class=\"wp-image-17238\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2024\/09\/Logo-5.png\" alt=\"Mobileye logo\" class=\"wp-image-10475\" style=\"width:180px\" \/><\/figure>\n<\/div>\n\n<\/div>\n\t<!-- Mirrors the content -->\n\t<div class=\"wp-block-storepress-marquee__item mirror\" aria-hidden=\"true\">\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-6c531013 wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"181\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2024\/09\/Logo.png\" alt=\"AssemblyAI logo\" class=\"wp-image-10471\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"182\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2024\/09\/Logo-8.png\" alt=\"Natwest logo\" class=\"wp-image-10822\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/03\/Stellantis-White.svg\" alt=\"Stellantis logo\" class=\"wp-image-17239\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"181\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2024\/09\/Logo-6.png\" alt=\"Uber Logo\" class=\"wp-image-10568\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/03\/Zencoder-White.svg\" alt=\"zencoder logo\" class=\"wp-image-17230\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"181\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2024\/09\/Logo-3.png\" alt=\"Netflix Logo\" class=\"wp-image-10473\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/03\/Autodesk-White.svg\" alt=\"Autodesk logo\" class=\"wp-image-17241\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"181\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2024\/09\/Logo-4.png\" alt=\"Etsy logo\" class=\"wp-image-10474\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/03\/StabilityAI-White.svg\" alt=\"Stability Ai logo\" class=\"wp-image-17238\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2024\/09\/Logo-5.png\" alt=\"Mobileye logo\" class=\"wp-image-10475\" style=\"width:180px\" \/><\/figure>\n<\/div>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\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\"><a class=\"wp-block-button__link wp-element-button\" href=\"\/signup?from=llm\">Try Opik Free<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-underline\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.comet.com\/site\/about-us\/contact-us\/\">Get Demo<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--160);margin-bottom:var(--wp--preset--spacing--160)\">\n<div class=\"wp-block-group alignwide is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--160);margin-bottom:var(--wp--preset--spacing--160)\">\n<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-easy-integration\">The Opik Difference: Automatically Fix Your Agent&#8217;s Codebase<\/h2>\n\n\n\n<p class=\"has-text-align-center\" style=\"margin-top:var(--wp--preset--spacing--20);margin-bottom:var(--wp--preset--spacing--50)\">Define plain-text assertions for your desired outcomes in Test Suites, auto-implement fixes with the Ollie coding harness, and test run your entire agent in Agent Playground.<\/p>\n\n\n\n<div class=\"wp-block-group alignwide is-layout-grid wp-container-core-group-is-layout-510ef126 wp-block-group-is-layout-grid\">\n<div class=\"wp-block-group alignwide has-border-color has-secondary-color has-custom-background-dark-background-color has-text-color has-background has-link-color wp-elements-2a53d85cfcd385cc312e1d0ef0a45b70 wp-container-content-00206bb4 is-vertical is-layout-flex wp-container-core-group-is-layout-61721bd9 wp-block-group-is-layout-flex\" style=\"border-color:#212d54;border-width:1px;border-radius:12px;min-height:100%;padding-top:var(--wp--preset--spacing--40);padding-right:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40);padding-left:var(--wp--preset--spacing--40)\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-large has-custom-border\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/test-suites-detail-1024x576.png\" alt=\"\" class=\"wp-image-19919\" style=\"border-radius:8px;object-fit:cover\" srcset=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/test-suites-detail-1024x576.png 1024w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/test-suites-detail-300x169.png 300w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/test-suites-detail-768x432.png 768w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/test-suites-detail-1536x864.png 1536w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/test-suites-detail.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-background-color has-text-color has-link-color has-display-xxs-font-size wp-elements-b7727c526231499a5a4ece5105bb3b16\" id=\"h-opik-log-amp-evaluate-your-application-s-llm-calls\"><strong>Test Suites &amp; Assertions: Define Unit Tests<\/strong><\/h3>\n<\/div>\n\n\n\n<p>Define rules for what your agent should and shouldn\u2019t do, and get clear pass\/fail results. Set global rules that every test case must pass, plus item-level assertions for specific scenarios. No need to create individual eval metrics, reference datasets, or run one-off evals.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-right is-layout-flex wp-container-core-buttons-is-layout-d445cf74 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\/opik\/latest\/evaluation\/concepts\" target=\"_blank\" rel=\"noreferrer noopener\">View Docs<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide has-border-color has-secondary-color has-custom-background-dark-background-color has-text-color has-background has-link-color wp-elements-2d841cb0ee63ed3a32a02ea5014d4d9c is-vertical is-layout-flex wp-container-core-group-is-layout-61721bd9 wp-block-group-is-layout-flex\" style=\"border-color:#212d54;border-width:1px;border-radius:12px;min-height:100%;padding-top:var(--wp--preset--spacing--40);padding-right:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40);padding-left:var(--wp--preset--spacing--40)\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-full has-custom-border\"><img loading=\"lazy\" decoding=\"async\" width=\"1682\" height=\"954\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/ollie-coding-example-2.png\" alt=\"\" class=\"wp-image-19921\" style=\"border-radius:8px;object-fit:cover\" srcset=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/ollie-coding-example-2.png 1682w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/ollie-coding-example-2-300x170.png 300w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/ollie-coding-example-2-1024x581.png 1024w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/ollie-coding-example-2-768x436.png 768w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/05\/ollie-coding-example-2-1536x871.png 1536w\" sizes=\"auto, (max-width: 1682px) 100vw, 1682px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-background-color has-text-color has-link-color has-display-xxs-font-size wp-elements-23ce2556c10d46d5299fd1de051ef481\" id=\"h-opik-log-amp-evaluate-your-application-s-llm-calls\"><a href=\"Ollie: Write Fixes Directly to Your Codebase\"><strong>Ollie: Write Fixes Directly to Your Codebase<\/strong><\/a><\/h3>\n<\/div>\n\n\n\n<p>Opik\u2019s powerful coding assistant analyzes your traces, suggests fixes, and implements them in your development code \u2014 with built-in version control and regression testing. With every fix, Ollie writes a new test case to ensure the same issue won\u2019t slip through again.<\/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\/opik\/latest\/tracing\/debug-agents\" target=\"_blank\" rel=\"noreferrer noopener\">View Docs<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide has-border-color has-secondary-color has-custom-background-dark-background-color has-text-color has-background has-link-color wp-elements-0c7ce36c535f3e57ae0252d69f8ea436 is-vertical is-layout-flex wp-container-core-group-is-layout-61721bd9 wp-block-group-is-layout-flex\" style=\"border-color:#212d54;border-width:1px;border-radius:12px;min-height:100%;padding-top:var(--wp--preset--spacing--40);padding-right:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40);padding-left:var(--wp--preset--spacing--40)\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-large has-custom-border\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/opik-dashboards-1-1024x576.png\" alt=\"\" class=\"wp-image-19720\" style=\"border-radius:8px;object-fit:cover\" srcset=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/opik-dashboards-1-1024x576.png 1024w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/opik-dashboards-1-300x169.png 300w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/opik-dashboards-1-768x432.png 768w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/opik-dashboards-1-1536x864.png 1536w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/opik-dashboards-1.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-background-color has-text-color has-link-color has-display-xxs-font-size wp-elements-d7e843dc824e2f1e6192ee74f703450b\" id=\"h-opik-log-amp-evaluate-your-application-s-llm-calls\"><strong>Agent Playground: Test Agents End-to-End<\/strong><\/h3>\n<\/div>\n\n\n\n<p>Run your entire agent in Opik to understand how changes to your configuration of models, prompts, and parameters affect the system as a whole. Track and version sets of prompts and parameters and deploy successful versions. Give stakeholders outside your dev team access to test and experiment safely.<\/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\/opik\/latest\/development\/agent-sandbox\" target=\"_blank\" rel=\"noreferrer noopener\">View Docs<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide has-border-color has-secondary-color has-custom-background-dark-background-color has-text-color has-background has-link-color wp-elements-6392a54295382fd10f26a41f75885542 is-vertical is-layout-flex wp-container-core-group-is-layout-61721bd9 wp-block-group-is-layout-flex\" style=\"border-color:#212d54;border-width:1px;border-radius:12px;min-height:100%;padding-top:var(--wp--preset--spacing--40);padding-right:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40);padding-left:var(--wp--preset--spacing--40)\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-large has-custom-border\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/agent-optimizer-1024x576.png\" alt=\"\" class=\"wp-image-19736\" style=\"border-radius:8px;object-fit:cover\" srcset=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/agent-optimizer-1024x576.png 1024w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/agent-optimizer-300x169.png 300w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/agent-optimizer-768x432.png 768w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/agent-optimizer-1536x864.png 1536w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/agent-optimizer-2048x1152.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-background-color has-text-color has-link-color has-display-xxs-font-size wp-elements-3766ea7e1c94f8b3a8af29674494af71\" id=\"h-opik-log-amp-evaluate-your-application-s-llm-calls\">Prompt Optimizer: Maximize Agent Performance <\/h3>\n<\/div>\n\n\n\n<p>Choose from seven advanced prompt optimization algorithms to achieve more precise and consistent results throughout your agent, from orchestration and tool calling steps to model parameters and user interactions. <\/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\/opik\/development\/optimization-runs\/overview\" target=\"_blank\" rel=\"noreferrer noopener\">View Docs<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide opensource has-border-color is-layout-flow wp-block-group-is-layout-flow\" style=\"border-color:#212d54;border-width:1px;border-radius:8px;margin-top:var(--wp--preset--spacing--160);margin-bottom:var(--wp--preset--spacing--160);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-group is-content-justification-space-between is-layout-flex wp-container-core-group-is-layout-9366075c wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-layout-constrained wp-container-core-group-is-layout-691190e7 wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-white-color has-text-color\" id=\"h-open-source-amp-ready-to-run\">Open Source &amp; <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-accent-color\">Ready to Run<\/mark><\/h2>\n\n\n\n<p>Opik is a true open-source project, and its core AI observability and evaluation feature set is included free in the source code. You can download the code from GitHub and run it locally, with a highly scalable and industry-compliant version ready for enterprise teams.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons xlbutton is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-f3afa3a0 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button c-button\"><a class=\"wp-block-button__link has-white-color has-text-color wp-element-button\" href=\"https:\/\/github.com\/comet-ml\/opik\" style=\"padding-top:var(--wp--preset--spacing--16);padding-bottom:var(--wp--preset--spacing--16)\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"30\" height=\"30\" class=\"wp-image-14231\" style=\"width: 30px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/03\/github-mark-white-2.svg\" alt=\"GitHub\">&nbsp;comet-ml: 19k<img loading=\"lazy\" decoding=\"async\" width=\"14\" height=\"13\" class=\"wp-image-14233\" style=\"width: 14px;\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/03\/Star-1.svg\" alt=\"\"><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-custom-alt-background-dark-background-color has-background is-layout-constrained wp-container-core-group-is-layout-3b7e7bfc wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--160);padding-bottom:var(--wp--preset--spacing--160)\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-easy-integration\">Iterate Across Your Agent <br><mark class=\"has-inline-color has-accent-color\">Development Lifecycle\u00a0<\/mark><\/h2>\n\n\n\n<p class=\"has-text-align-center\" style=\"margin-top:var(--wp--preset--spacing--20);margin-bottom:var(--wp--preset--spacing--50)\">Opik helps analyze the quality of LLM responses at every step of the app development lifecycle so you can debug and optimize with confidence.<\/p>\n\n\n\n<div class=\"wp-block-columns alignwide 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:66.66%\">\n<h3 class=\"wp-block-heading\" id=\"h-understand-cause-amp-effect-in-complex-llm-systems\">Understand Cause &amp; Effect in Complex Agentic Systems<\/h3>\n\n\n\n<p class=\"product_paragraph_centered\">With multiple components influencing model behavior and countless outputs generated during development, manual review and vibe checks don&#8217;t cut it.<\/p>\n\n\n\n<p>With Opik, you can log traces and compute scores in the aggregate, and drill down to individual prompts and responses that need attention.&nbsp;&nbsp;&nbsp;<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"194\" height=\"194\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/opik-badge-dark.svg\" alt=\"\" class=\"wp-image-19563\" style=\"width:200px\"\/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full block-visibility-hide-large-screen\"><img loading=\"lazy\" decoding=\"async\" width=\"327\" height=\"988\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/opik-lifecycle-portrait.svg\" alt=\"Opik LLM lifecycle: three stages in a loop. Development: iterate on prompts and context retrieval for accurate LLM outputs. Unit Testing: verify performance across pipelines, prompts, and models. Production: validate on unseen data and generate datasets for the next cycle.\" class=\"wp-image-19626\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large block-visibility-hide-medium-screen block-visibility-hide-small-screen\"><img loading=\"lazy\" decoding=\"async\" width=\"1115\" height=\"443\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/opik-lifecycle-landscape.svg\" alt=\"Opik LLM lifecycle: three stages in a loop. Development: iterate on prompts and context retrieval for accurate LLM outputs. Unit Testing: verify performance across pipelines, prompts, and models. Production: validate on unseen data and generate datasets for the next cycle.\" class=\"wp-image-19625\"\/><\/figure>\n<\/div>\n<\/div>\n\n\n\n\n\n<div class=\"wp-block-group alignwide is-layout-flow wp-block-group-is-layout-flow\">\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)\">Try Opik Free<\/h2>\n\n\n\n<p class=\"has-text-align-center has-body-m-font-size\">You don&#8217;t need a credit card to sign up, and your Comet account comes with a generous free tier you can actually use \u2014 for as long as you like.<\/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?from=llm\">Create Free Account<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-underline\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.comet.com\/site\/about-us\/contact-us\/\">Contact Sales<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n","protected":false},"excerpt":{"rendered":"<p>AI Observability &amp; EvalsFor the Agentic Era Opik logs every step your agent takes, from user interactions to context retrieval and tool calls \u2014 with automated eval workflows to find and fix errors across development, testing, and production. Understand what your agent is doing, where it&#8217;s failing, and how to fix it. With end-to-end observability [&hellip;]<\/p>\n","protected":false},"author":138,"featured_media":18756,"parent":536,"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":[234],"class_list":["post-10263","page","type-page","status-publish","has-post-thumbnail","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>Open-Source AI Observability Platform | Opik by Comet<\/title>\n<meta name=\"description\" content=\"Opik is an end-to-end AI observability platform designed to help developers test, ship, and continuously improve agentic systems.\" \/>\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\/products\/opik\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Opik\" \/>\n<meta property=\"og:description\" content=\"Opik is an end-to-end AI observability platform designed to help developers test, ship, and continuously improve agentic systems.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.comet.com\/site\/products\/opik\/\" \/>\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=\"2026-05-06T15:08:49+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/12\/opik_share_image_smaller-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"900\" \/>\n\t<meta property=\"og:image:height\" content=\"473\" \/>\n\t<meta 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