Open Source Alternatives

Open source alternatives to Ragas

Open source alternatives to Ragas, ranked by GitHub stars and freshness.

2 open-source alternatives in the index, ranked by GitHub stars and freshness.

Evidently

Community

Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

Alternative to Ragas, Opik

★ 7,561 updated 2mo ago

open-source Apache-2.0 Jupyter Notebook

Best for: Data scientists and ML engineers who need a comprehensive, open-source observability framework for both traditional models and LLMs.

O OSS Framework medium

Giskard

Community

🐢 Open-Source Evaluation & Testing library for LLM Agents

Alternative to Ragas, Promptfoo, Openai Evals

★ 5,414 updated 1mo ago

open-source Apache-2.0 Python

Best for: Python developers building LLM agents who need automated safety and quality testing.