Open-source alternatives to LangSmith Evaluations

LangSmith Evaluations in the AI category. These are the open alternatives we recommend looking at.

promptfoo

Command-line tool for testing prompts, agents and RAG setups and for security testing AI apps.

MITPermissive

SaaS: YesClosed product: Yes

GitHub stars
25.7k
Deployment
CLI

DeepEval

Python framework for evaluating language model output with metrics, much like unit tests.

Apache-2.0Permissive

SaaS: YesClosed product: Yes

GitHub stars
18.6k
Deployment
Library

Strands Evals

Framework for evaluating AI agents and LLM apps with test cases and graders.

Apache-2.0Permissive

SaaS: YesClosed product: Yes

GitHub stars
222
Deployment
Library

This is guidance, not legal advice (inte juridisk rådgivning). Check with a lawyer before deciding.

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