Evidently AI

Active, privately held.

Sources 1, 2, 3 · checked 2026-11-08

• Python library with 100+ built-in metrics for LLM, RAG, agent, and predictive ML evaluation
• LLM-based evaluations combined with rules and classifiers (LLM-as-a-judge)
• Synthetic, edge-case, and adversarial test data generation
• Tracing, dashboards, and continuous monitoring; data drift monitoring for predictive ML

Sources 1, 2, 3 · checked 2026-11-08

• Teams that evaluate both LLM apps and classic ML models
• Teams that want an Apache 2.0 library they can self-host

Sources 1, 2, 3 · checked 2026-11-08

Contact vendor (no public pricing page found for Evidently Cloud; the open-source library is free under Apache 2.0)

Sources 1, 2, 3 · checked 2026-11-08

None found / not verified. This is not a finding that Evidently AI lacks certifications; ask the vendor for documentation.

No certification found on the official site on 2026-11-08. Ask the vendor for security documentation.

Listed as stated by the vendor. Scope can differ by product or subsidiary; request current reports.

Sources 1, 2, 3 · checked 2026-11-08

• No public pricing for the hosted product; /pricing showed the homepage when checked
• No published certifications found

Sources 1, 2, 3 · checked 2026-11-08