New! Track & optimize Claude Code spend across your engineering team. Contact Us→

Comet logo
  • Comet logo
  • Opik Platform
  • Docs
  • Pricing
  • Customers
  • Learn
    • Blog
    • Deep Learning Weekly
  • Company
    • About Us
    • News
    • Events
    • Partners
    • Careers
    • Contact Us
  • Login
Get Demo
Try Comet Free
Get Demo
Try Opik Free
  1. Home
  2. Products
  3. Opik
  4. Features
  5. Coding Agent Cost Intelligence

The Leading AI Platform for
Token Spend Tracking

Get full visibility into Claude Code and Codex usage across your engineering teams. Opik Cost Intelligence shows you exactly what your agents are spending, what’s driving it, and what to do about it — down to MCPs, skills, and models. Teams see an average of 30% in recoverable spend from day one.

Get Demo
ai coding agent spend tracker dashboard showing cost breakdown in dollars of context, models called, tool selection, MCP servers and skills loaded, and more

Trusted by the most innovative AI teams

AssemblyAI logo
Natwest logo
Stellantis logo
Uber Logo
zencoder logo
Netflix Logo
Autodesk logo
Etsy logo
Stability Ai logo
Mobileye logo
AssemblyAI logo
Natwest logo
Stellantis logo
Uber Logo
zencoder logo
Netflix Logo
Autodesk logo
Etsy logo
Stability Ai logo
Mobileye logo

“We had no idea how many MCPs were loading into our agents’ context by default across our engineering teams. Opik gave us that visibility immediately, and we see a path to millions in savings, without changing how a single developer works.”

VP Engineering

SOFTWARE COMPANY
10,000+ Employees

Why Engineering Leaders Choose
Opik Cost Intelligence

Visibility is just the beginning. View Claude Code and Codex spend at the team or developer level, see which tool calls, MCP servers, skills, and more are burning tokens, and get instant fixes you can implement with one click, right inside Opik Cost Intelligence.

See Team, User, and Project Spend

  • Visualize exactly where coding agent spend goes across every user, team, and project with a convenient leaderboard view.
  • Know whether spend is going toward new features, bug fixes, or an unused MCP server and prioritize what matters most.
  • Set policies for default models, context, thinking modes, and more.
Get Demo

Pinpoint Bloated Configurations

  • See which parts of your Claude Code or Codex configuration use the most tokens, with dollar values and percentage of total spend displayed.
  • Audit MCPs and skills loaded, and which models are running for which tasks.
  • Optimize context windows — see what’s consuming context and cut what isn’t earning its cost.
Get Demo

Optimize Spend with One-Click Fixes

  • Cost Intelligence surfaces specific recommendations and estimates their cost savings.
  • Implement efficiency gains with one click via Opik’s integration with Claude Code or Codex.
Get Demo

See How Much Your Team Could Save

Tell us a little bit about your team, AI stack, and current challenges, and we’ll help customize Opik Cost Intelligence to maximize efficiency gains.

Contact Us
Comet logo
  • LinkedIn
  • X
  • YouTube

Subscribe to Comet

Thank you for subscribing to Comet’s newsletter!

Products

  • Opik AI Observability
  • ML Experiment Management
  • ML Artifacts
  • ML Model Registry
  • ML Model Production Monitoring

Learn

  • Documentation
  • Opik University
  • Comet Blog
  • Deep Learning Weekly

Company

  • About Us
  • News
  • Events
  • Partners
  • Careers
  • Security & Compliance
  • Contact Us

Pricing

  • Pricing
  • Create a Free Account
  • Contact Sales
Capterra badge
AICPA badge

©2026 Comet ML, Inc. – All Rights Reserved

Terms of Service

Privacy Policy

CCPA Privacy Notice

Cookie Settings

We use cookies to collect statistical usage information about our website and its visitors and ensure we give you the best experience on our website. Please refer to our Privacy Policy to learn more.