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Developer Tools

Contextual Labs

Last updated 2026-08-27 · benchmark measured 2026-09-27 — deterministic & reproducible

Contextual Labs provides a local-first AI memory and context engine for developers.

94/100
7/7 frames
Top 6% of 14,138 measured · #2 of 25 in codebase context engine
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.
Checked 2026-09-27 · scores move as sites change

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Legit.Show scored Contextual Labs 94/100 on 2026-09-27, measured across all 7 frames from its public surface. legit.show/s/contextuallabs-dev/2026-09-27

Is Contextual Labs production-ready?

Legit.Show scores Contextual Labs 94 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Contextual Labs (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Security; its weakest is Performance. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

What we measured

Who built it

Aarjun Mahule · product account @ContextualLabs

Who it's for

Individual developers · Single engineers · AI coding agents · Teams (coming soon) · Enterprises (coming soon)

Pricing

$10/mo for Solo tier; 14-day free trial with card required; Teams and Enterprise coming soon

Sources and updates

Description
Taken from contextuallabs.dev's own website on 2026-08-27.
Operator
Contextual Laboratories, as named in contextuallabs.dev's terms, privacy page or footer.
Benchmark
Measured by Legit.Show from the live site, the way any visitor sees it — with no access to its code or accounts. Same method for every product, and no AI decides the score. Last checked 2026-09-27.

Put together from public information, without Contextual Labs's involvement. If anything here is wrong, tell us and a person will check it.

Visit Contextual Labs → · Alternatives to Contextual Labs → · How this was measured →

See how Contextual Labs ranks among tested codebase context engine products →

Other tested codebase context engine products