Data & Analytics

Every ranking weight in X

Last updated 2026-08-14 · benchmark checked 2026-08-15 · unchanged since 2026-08-14 — deterministic & reproducible

A reference listing all ranking weights used in X's For You timeline algorithm.

Are you the maker of Every ranking weight in X? Claim this listing. It is free, takes a meta tag, a DNS record or GitHub admin rights, and never changes the score.

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To cite this score: legit.show/s/x-algorithm-weights-vercel-app/2026-08-15. That address never changes; this page moves with every re-measure.

Legit.Show scored Every ranking weight in X 71/100 on 2026-08-15, measured across all 7 frames from its public surface. legit.show/s/x-algorithm-weights-vercel-app/2026-08-15

Is Every ranking weight in X production-ready?

Legit.Show scores Every ranking weight in X 71 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Every ranking weight in X (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Performance; its weakest is Privacy. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

• Performance — 100/100
• Accessibility — 100/100
• Security — 45/100
  How this compares across the catalogue: The Web Security Baseline
• Privacy — 25/100
  How this compares across the catalogue: The Privacy Gap
• Reliability — 92/100
• Standards — 85/100
• Discoverability — 47/100

What we measured

• Security headers present: HSTS.
• No Content-Security-Policy.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 112 ms to first byte.
• Returns a proper 404 for unknown routes.
• 0 of 0 sampled routes reachable.
• No privacy policy found.
• Sets cookies / loads scripts with no consent prompt.

Who built it

Yann Shi (@yann_shi_)

Who it's for

Data analysts · Algorithm researchers · X users curious about ranking · Developers studying recommendation systems · Transparency advocates

Sources and updates

Description

Taken from x-algorithm-weights.vercel.app's own website on 2026-08-14.

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 2026-08-15.

Put together from public information, without Every ranking weight in X's involvement. If anything here is wrong, tell us and a person will check it.

Visit Every ranking weight in X → · Alternatives to Every ranking weight in X → · How this was measured →