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Braintrust Evals
Trace every step your LLM agent takes, from prompt to response
TestingEvaluationOpen Source
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Arize Phoenix
Trace every step your LLM agent takes, from prompt to response
Prompt ManagementObservabilityEvaluation+1Open Source
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Giskard
Scan AI agents for vulnerabilities before and after deployment
TestingEvaluationGuardrailsOpen Source
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Promptfoo
Test and red team LLM applications from the command line
TestingPrompt EngineeringDevOps+2Open Source
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RAGAS
Evaluate RAG pipelines without human-labeled reference answers
TestingRAG FrameworkEvaluation+1Open Source
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Helicone
Open-source LLM observability platform with one-line proxy integration.
Prompt ManagementObservabilityEvaluation+1Open Source
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PromptLayer
Prompt management platform for engineers and domain experts.
Prompt ManagementPrompt EngineeringObservability+1Free Tier Available
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