DeepEval alternatives

The 12 products closest to DeepEval in what they do and who they're for, best match first.

Lighteval — Evaluates LLMs across multiple backends with thousands of built-in tasks. (Research, Free)
VLMEvalKit — Evaluate large vision-language models across numerous benchmarks with a single command. (Research, Free)
jevgrep — Reduces coding agent costs by providing targeted, relevant repository context. (Code, Free)
Eval Skills — Guides coding agents from first execution to validated graders and experiments. (Code, Free)
Chainlit — It allows developers to build chat interfaces with minimal Python code. (Code, Free)
Rigmark — Measures local AI performance with reproducible, agent-like workloads. (Code, Free)
LightLLM — It delivers high-speed inference and serving performance for large language models. (Code, Free)
EvalScope — It combines model capability benchmarks with inference performance testing in one tool. (Research, Free)
Evals Skills — It helps avoid common mistakes and pitfalls when building AI evaluation suites. (Code, Free)
Evidently — Provides 100+ built-in metrics and test suites for machine learning and LLM systems. (Code, Freemium)
Applitools — Eliminates false positives and verifies AI-generated code with visual precision. (Code, Paid)
DeepTeam — It automates penetration testing using adversarial LLM simulations. (Code, Free)