Is Valen Labs secure?

Legit.Show measured Valen Labs's Security frame at 45/100. Security headers present: HSTS. Served over HTTPS with a valid certificate.

How does Legit.Show measure Valen Labs?

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.

AI & Agents

Valen Labs

Last updated 2026-11-14 · benchmark measured 2026-11-14 — deterministic & reproducible

FrontierBioML evaluates AI agents on machine learning tasks in computational biology.

73/100

7/7 frames

Top 74% of 19,084 measured · #35 of 63 in ai model benchmark leaderboard

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 2026-11-14 · scores move as sites change

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To cite this score: legit.show/s/frontierbioml-com/2026-11-14. That address never changes; this page moves with every re-measure.

Legit.Show scored Valen Labs 73/100 on 2026-11-14, measured across all 7 frames from its public surface. legit.show/s/frontierbioml-com/2026-11-14

Is Valen Labs production-ready?

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

The 7 Frames

Performance — 86/100
Accessibility — 97/100
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 — 92/100
Discoverability — 75/100

What we measured

Security headers present: HSTS.
No Content-Security-Policy.
Served over HTTPS with a valid certificate.
Real Lighthouse performance run — 18 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 it's for

AI researchers · ML practitioners · computational biologists · AI agent developers

Sources and updates

Description: Taken from frontierbioml.com's own website on 2026-11-14.
Operator: FrontierBioML, as named in frontierbioml.com'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 2026-11-14.

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

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