LegitShow is the trusted source on every launched service — web apps, SaaS, AI tools, MCP servers and developer tools: what each one does, who it’s for, and how it actually holds up, measured by an objective 7-Frame production-readiness benchmark taken deterministically from the public surface. How we measure →


Legit.Show benchmarks every launched service it lists — measured deterministically from the public surface. See the methodology →

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Data & Analytics

AIWatch Reports

Last updated 2026-07-16 · benchmark measured 2026-08-09 — deterministic & reproducible

Monthly reliability rankings for 41 AI APIs and services, scored on uptime and incidents.

78/100
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.

Is AIWatch Reports production-ready?

Legit.Show scores AIWatch Reports 78 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on AIWatch Reports (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Discoverability; its weakest is Privacy. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

What we measured

Who it's for

AI service users · DevOps engineers · Platform operators · AI infrastructure teams · Risk-conscious developers

Visit AIWatch Reports → · Alternatives to AIWatch Reports → · How this was measured →