Education & Reference

Wolframalpha

Last updated 2026-07-21 · benchmark measured 2026-08-09 — deterministic & reproducible

Wolfram|Alpha is a computational knowledge engine for answering factual and mathematical queries.

Is Wolframalpha production-ready?

Legit.Show scores Wolframalpha 68 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Wolframalpha (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Reliability; its weakest is Privacy. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

• Performance — 76/100
• Accessibility — 86/100
• Security — 40/100
• Privacy — 25/100
• Reliability — 100/100
• Standards — 89/100
• Discoverability — 60/100

What we measured

• Security headers present: X-Frame-Options.
• No Content-Security-Policy and no HSTS.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 1775 ms to first byte.
• Returns a proper 404 for unknown routes.
• 3 of 3 sampled routes reachable.
• No privacy policy found.
• Sets cookies / loads scripts with no consent prompt.

Who built it

Stephen Wolfram (@stephen_wolfram) · product account @Wolfram_Alpha

Who it's for

Students · Researchers · Engineers · Professionals · Data Analysts

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