Your team's AI usage, on one screen
Claude Code usage, efficiency, and team standing โ install once, it accumulates automatically.
Usage & efficiency at a glance
Tokens, cost, cache hits, one-shot rate on a single page. See exactly where to optimize.
Your team's global standing
Compare efficiency and token cost against other teams. Anonymized rankings for objective benchmarking.
Who's most productive โ and efficient
See which teammates use cache well and have high one-shot rates. For self-coaching, not evaluation.
๐ No personal data, no external calls, transparent formulas. We collect only metadata โ never your code, prompts, or AI responses.
30 seconds with GitHub or Google
Looking to roll this out for a team? ai.z21labs.world โ