AI & Agents

TinyBrains

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

A ranked ladder for small neural networks that play strategy games.

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Legit.Show scored TinyBrains 73/100 on 2026-09-20, measured across all 7 frames from its public surface. legit.show/s/tinybrains-dev/2026-09-20

Is TinyBrains production-ready?

Legit.Show scores TinyBrains 73 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on TinyBrains (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Security; its weakest is Privacy. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

• Performance — 65/100
• Accessibility — 92/100
• Security — 100/100
  How this compares across the catalogue: The Web Security Baseline
• Privacy — 25/100
  How this compares across the catalogue: The Privacy Gap
• Reliability — 67/100
• Standards — 89/100
• Discoverability — 70/100

What we measured

• Security headers present: CSP, HSTS, X-Frame-Options, X-Content-Type-Options, Referrer-Policy.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 234 ms to first byte.
• 0 of 0 sampled routes reachable.
• No privacy policy found.
• Sets cookies / loads scripts with no consent prompt.
• Discoverable: sitemap, OpenGraph image.

Who it's for

AI researchers · Game AI developers · Machine learning enthusiasts · Competitive programmers · Neural network hobbyists

Visit TinyBrains → · Alternatives to TinyBrains → · How this was measured →