The Leading AI Platform for
Token Spend Tracking
Get full visibility into Claude Code and Codex usage across your engineering teams. 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.
Trusted by the most innovative AI teams
Why Engineering Leaders Choose
Opik Cost Intelligence
Coding agent spend is unpredictable without the right control systems in place. You need to know what your agents are doing, pinpoint which actions and configurations waste tokens, and attribute spend to impactful work.
Go Deeper Than Invoices & Billing Dashboards
Cost Intelligence integrates deeply with your Claude Code or Codex setup to go far beyond the billing-level spend tracking you see on your invoice. Understand which inputs, outputs, and tool calls cost the most and how those expenditures relate to code performance.
Keep Up With Changing Code Environments
Today’s pace of AI innovation means coding environments change weekly or faster. Let devs keep adding and experimenting, know which skills and MCPs have an impact, and keep configurations tidy so old tools don’t inflate token cost.
Cut Wasted Tokens, Not Speed or Quality
Empower developers to write more code without hitting limits. Most token waste comes from inefficient configurations, not overuse. Cost Intelligence identifies opportunities for savings without slowing your team down or reducing quality.
Understand & Predict
Coding Agent Spend
See where costs are accumulating and understand the why behind them. Attribute token spend to specific outcomes like new features or bug fixes to measure your coding agents’ value and make informed budget decisions.
“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
Go Beyond Spend Tracking With
Actionable Insights
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 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 team and user-level policies for default models, context, thinking modes, and more.
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.
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.
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 Cost Intelligence to maximize efficiency gains.
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