AI & Agents
W&B
Last updated 2026-08-03 · benchmark checked 2026-09-08 · unchanged since 2026-08-08 — deterministic & reproducible
W&B is a platform for tracking, evaluating, and managing AI models and applications.
Are you the maker of W&B? Claim this listing. It is free, takes a meta tag, a DNS record or GitHub admin rights, and never changes the score.
Launched something? Add your product, free.
To cite this score: legit.show/s/wandb-ai/2026-09-08. That address never changes; this page moves with every re-measure.
Legit.Show scored W&B 67/100 on 2026-09-08, measured across 5 of 7 frames from its public surface. legit.show/s/wandb-ai/2026-09-08
Is W&B production-ready?
Legit.Show scores W&B 67 out of 100 — the simple average of its 5 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 Standards; its weakest is Privacy. 5 of the seven frames returned a score; Performance and Accessibility were not measurable on this service and are recorded as null — not as zero. Every frame it averages is published with its evidence on the Legit.Show listing.
The 7 Frames
- Performance — not measurable on this service (null — not scored as 0)
- Accessibility — not measurable on this service (null — not scored as 0)
- Security — 60/100How this compares across the catalogue: The Web Security Baseline
- Privacy — 25/100How this compares across the catalogue: The Privacy Gap
- 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 — 321 ms to first byte.
- 0 of 0 sampled routes reachable.
- No privacy policy found.
- 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
Visit W&B → · Alternatives to W&B → · How this was measured →