DeepEval Alternatives
Open-source LLM evaluation framework with 50+ metrics for testing agents, RAG, and chatbots
DeepEval is an open-source evaluation framework for LLM applications that works like Pytest but specialized for unit testing LLM outputs.
Explore 31 alternatives to DeepEval across 1 category. Each tool listed below shares at least one category with DeepEval.
Top DeepEval alternatives at a glance
- Ragas. Open-source evaluation and testing framework for LLM and RAG applications
- Evidently AI. Open-source ML and LLM evaluation with 100+ built-in metrics and CI/CD integration
- Future AGI. Open-source platform for testing, monitoring, and improving AI agents with tracing, evals, guardrails, and gateway
- Rhesis AI. Open-source testing platform for LLM and agentic applications. Test generation, adversarial probing, and regression t...
- Galileo. AI evaluation and observability platform with hallucination detection and real-time guardrails
📊 Observability & Analytics
Future AGI
Open-source platform for testing, monitoring, and improving AI agents with tracing, evals, guardrails, and gateway
Braintrust
Stop building AI in the dark.
Comet Opik
Comet provides an end-to-end model evaluation platform for AI developers.
Agenta
Open-source prompt management, evaluation, and observability for LLM apps
Frequently asked questions
What are the best alternatives to DeepEval?
Based on category overlap and popularity, the top alternatives to DeepEval include: Ragas (Open-source evaluation and testing framework for LLM and RAG applications); Evidently AI (Open-source ML and LLM evaluation with 100+ built-in metrics and CI/CD integr...); Future AGI (Open-source platform for testing, monitoring, and improving AI agents with tr...); Rhesis AI (Open-source testing platform for LLM and agentic applications. Test generatio...); Galileo (AI evaluation and observability platform with hallucination detection and rea...). See all 31 alternatives compared on this page.
Is there a free alternative to DeepEval?
Yes. 27 alternatives to DeepEval offer a free tier or free trial: Evidently AI, Future AGI, Rhesis AI, Galileo, Giskard, Cekura, and more. Use the comparison above to find the best fit for your use case.
Are there open-source alternatives to DeepEval?
Yes. 14 open-source alternatives to DeepEval are listed here: Ragas, Evidently AI, Future AGI, Rhesis AI, Giskard, Langfuse, and more. Open-source tools can be self-hosted for full control over data and infrastructure.
What is DeepEval?
DeepEval is an open-source evaluation framework for LLM applications that works like Pytest but specialized for unit testing LLM outputs. It provides 50+ research-backed evaluation metrics including G-Eval, relevance, factual consistency, bias, and toxicity detection. Covers AI agents, RAG pipeli... See 31 alternatives to DeepEval across 1 category.
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