Productivity

Winnowly

Last updated 2026-07-09 · benchmark checked 2026-08-09 · unchanged since 2026-08-08 — deterministic & reproducible

Desktop app that screens and ranks resumes locally using AI, with no data upload.

Is Winnowly production-ready?

Legit.Show scores Winnowly 71 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Winnowly (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 — 77/100
• Accessibility — 90/100
• Security — 45/100
• Privacy — 25/100
• Reliability — 100/100
• Standards — 85/100
• 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 — 216 ms to first byte.
• Returns a proper 404 for unknown routes.
• 1 of 1 sampled routes reachable.
• No privacy policy found.
• Sets cookies / loads scripts with no consent prompt.

Who it's for

Recruiters · HR teams · Volume hiring managers · Hiring managers · HR professionals

Pricing

Free trial (capped at 20 resumes); Lifetime license €99 one-time for unlimited screening

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