AI Tool Adoption
Track Copilot, Cursor, and Claude Code
in one place
Koalr is the only engineering platform that measures GitHub Copilot acceptance rates, Cursor AI spend, and Anthropic token consumption — all in one dashboard, correlated with your actual delivery metrics.
What Koalr tracks per tool
GitHub Copilot
- ✓Daily active users and adoption rate
- ✓Code acceptance rate (suggestions accepted / shown)
- ✓Lines accepted per day
- ✓Agent-generated PR percentage
- ✓Editor breakdown (VS Code, Neovim, JetBrains)
- ✓PRs created and reviewed by Copilot
Cursor
- ✓Daily active users (30-day DAU trend)
- ✓Total AI requests per day
- ✓Model usage breakdown (claude-3.5-sonnet, gpt-4o, cursor-small)
- ✓Total spend and per-member cost
- ✓7-day active user trend
Claude Code (Anthropic)
- ✓Daily token consumption (input + output + cache)
- ✓Total API spend in USD per day
- ✓Model breakdown (Opus, Sonnet, Haiku)
- ✓Estimated engineering hours saved
- ✓30-day spend trend
Answer the questions your CFO is asking
Are we getting value from our $X/month Copilot seats?
See acceptance rate, active users, and hours saved side-by-side with your seat count and spend. If 40% of your seats show zero Copilot activity this week, you'll know.
Which AI tool is actually improving cycle time?
Koalr correlates AI adoption rate with DORA metrics over time. See whether Copilot adoption above 50% actually moves cycle time — not just what the vendor tells you.
How much are we spending on AI across all tools?
One unified view: Copilot seat cost + Cursor per-member spend + Claude Code API spend. No more spreadsheet math.
Which teams are leading adoption vs. lagging?
Segment AI usage by team. Surface teams where adoption is below 20% so you can understand whether it's a training issue, tooling friction, or fit.
No competitor tracks all three
Axify claims Claude Code tracking but provides no spend visibility or cycle time correlation. Koalr ships the complete picture.
| Platform | Tracks | Missing |
|---|---|---|
| Swarmia | GitHub Copilot (basic) | Cursor, Claude Code |
| LinearB | None | All AI tools |
| Jellyfish | None | All AI tools |
| Axify | Copilot, Cursor, Claude Code (claimed) | Spend correlation, Cycle time correlation |
| Koalr | Copilot, Cursor, Claude Code, Spend, Cycle time correlation | Nothing — complete coverage |
Measure what your AI tools are actually delivering
Join engineering teams using Koalr to track AI adoption across Copilot, Cursor, and Claude Code.
Get early access →