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Developer Tools

Crumpled Paper

Last updated 2026-07-20 · benchmark measured 2026-08-09 — deterministic & reproducible

An open-source agentic code review tool that runs on pull requests for about $1 per review.

69/100
Legit Benchmark — the simple average of 7 measured frames. Frames we could not measure are left out of the average, never counted as zero. Every frame is shown below with its evidence.

Is Crumpled Paper production-ready?

Legit.Show scores Crumpled Paper 69 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Crumpled Paper (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Reliability; its weakest is Privacy. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

What we measured

Who it's for

Open source developers · Software engineers · GitHub users · CI/CD pipeline operators · OSS projects

Pricing

$1 per code review

Visit Crumpled Paper → · Alternatives to Crumpled Paper → · How this was measured →

See how Crumpled Paper ranks among tested ai code review products →