ccrank — Claude Code leaderboard ranked by OUTPUT, not token spend

[flaskovystupel]

ccrank — the first output-based Claude Code leaderboard

Every existing Claude Code leaderboard ranks you by how many tokens you consumed. More spending = higher rank. That tells you nothing about actual developer productivity.

ccrank measures what you actually BUILD:

Dimension	Weight	Metric
Velocity	25%	Commits per active day
Efficiency	30%	Lines shipped / tokens consumed
Impact	25%	Weighted file + line changes
Consistency	20%	Active days + streak bonus

Efficiency is weighted highest — it rewards developers who get MORE done with LESS tokens.

Try it now

npx ccrank

One command. Scans your git repos + Claude Code usage data, calculates your score (0-1000), and ranks you globally. Tiers from Bronze to Legendary.

Links

• Web: https://ccrank-five.vercel.app
• GitHub: https://github.com/flaskovystupel/ccrank
• npm: https://www.npmjs.com/package/ccrank

Tech: Next.js 15, Prisma, PostgreSQL (Neon), zero-dependency CLI.

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If you think output > spending, give it a try and share your score! Star the repo if you like it ⭐

Feedback on the scoring algorithm is welcome — what else should we measure?