Legit.Show measured Papilot's Security frame at 25/100. No Content-Security-Policy and no HSTS. Served over HTTPS with a valid certificate.

How does Legit.Show measure Papilot?

Legit.Show scores seven frames — Performance, Accessibility, Security, Privacy, Reliability, Standards and Discoverability — deterministically from the public surface (URL, HTTP headers, real Lighthouse), with no LLM in the scoring path. See legit.show/methodology.

Developer Tools

Papilot

Last updated 2026-11-05 · benchmark measured 2026-11-05 — deterministic & reproducible

An agentic LaTeX editor that lets you annotate and review changes on the typeset PDF.

81/100

7/7 frames

Top 52% of 19,084 measured

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 2026-11-05 · scores move as sites change

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To cite this score: legit.show/s/papilot-ai/2026-11-05. That address never changes; this page moves with every re-measure.

Legit.Show scored Papilot 81/100 on 2026-11-05, measured across all 7 frames from its public surface. legit.show/s/papilot-ai/2026-11-05

Is Papilot production-ready?

Legit.Show scores Papilot 81 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Papilot (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Reliability; its weakest is Security. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

Performance — 98/100
Accessibility — 96/100
Security — 25/100
How this compares across the catalogue: The Web Security Baseline
Privacy — 70/100
How this compares across the catalogue: The Privacy Gap
Reliability — 100/100
Standards — 92/100
Discoverability — 85/100

What we measured

No Content-Security-Policy and no HSTS.
Served over HTTPS with a valid certificate.
Real Lighthouse performance run — 10 ms to first byte.
Returns a proper 404 for unknown routes.
3 of 3 sampled routes reachable.
Has a reachable privacy policy.
Sets cookies / loads scripts with no consent prompt.
Discoverable: sitemap, OpenGraph image, canonical URL.

Who it's for

Academic researchers · LaTeX users · Paper writers · Students · Technical authors

Pricing

Free and open source (MIT License)

Sources and updates

Description: Taken from papilot.ai's own website on 2026-11-05.
Operator: Chen Cui, as named in papilot.ai'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 2026-11-05.

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

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