LLM Evaluation, Observability and Quality

Confident AI (DeepEval)

DeepEval open-source eval framework plus a hosted regression-testing platform.

About Confident AI (DeepEval)

Confident AI maintains DeepEval, a popular open-source LLM eval framework, and a hosted platform for benchmarking and regression. Strong developer adoption, pytest-style API.

Test, monitor, and grade LLM outputs in development and production. Hallucination detection, regression testing, traceability, and continuous quality measurement.

Products

Confident AI (DeepEval) products and platform components

Direct links to the vendor's product pages. Last reviewed 2026-05-07.

DeepEval (open source)

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Pytest-style LLM evaluation framework. Apache 2.0.

Confident AI Platform

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Hosted LLM regression testing and observability.

CWS engagement

How CWS works with Confident AI (DeepEval)

CWS helps customers evaluate, deploy, and operate Confident AI (DeepEval) products as part of an AI security program. Engagements span vendor selection, proof-of-concept design, integration with existing controls, day-2 operations, and exit planning if the fit changes over time.

CWS does not resell Confident AI (DeepEval). The recommendation is honest, evidence-based, and tied to the customer's posture gaps — not to channel economics.

Engage CWS on Confident AI (DeepEval)

Not sure if Confident AI (DeepEval) fits your gaps?

The free AI Posture Check scores your security across six dimensions in 10 minutes. Use the result to shortlist vendors that fit your actual posture — not the loudest demo.

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