AI & Agents
W&B
Last updated 2026-08-03 · benchmark measured 2026-08-03 — deterministic & reproducible
W&B is a platform for tracking, evaluating, and managing AI models and applications.
Is W&B production-ready?
Legit.Show scores W&B 82 out of 100 — the simple average of its 6 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on W&B (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Privacy; its weakest is Security. 6 of the seven frames returned a score; Accessibility was not measurable on this service and is recorded as null — not as zero. Every frame it averages is published with its evidence on the Legit.Show listing.
The 7 Frames
- Performance — 80/100
- Accessibility — not measurable on this service (null — not scored as 0)
- Security — 60/100
- Privacy — 100/100
- Reliability — 67/100
- Standards — 100/100
- Discoverability — 85/100
What we measured
- Security headers present: CSP, X-Frame-Options.
- No HSTS.
- Served over HTTPS with a valid certificate.
- Real Lighthouse performance run — 222 ms to first byte.
- 0 of 0 sampled routes reachable.
- Has a reachable privacy policy.
- Sets cookies / loads scripts with no consent prompt.
- Discoverable: sitemap, OpenGraph image, canonical URL.
Who built it
product account @wandb
Who it's for
AI developers · ML professionals · Enterprise AI teams · Academic researchers · Small teams
Pricing
Free plan ($0/mo); Pro starts at $60/month; Enterprise custom pricing; Academic research free forever