# Galileo vs Ragas — Fit & Features

Canonical: https://trutool.co/compare/galileo-vs-ragas
Author: Snehil (https://trutool.co/authors/snehil)

Compare Galileo and Ragas by use case, features, limitations, and evaluation questions.

## Compare fit, features, and limitations

### Galileo
Evaluate and observe generative AI applications and agent workflows.
Best fit: AI engineers testing agent quality and monitoring production behavior.
- Agent observability
- AI evaluation
- Production monitoring
Before you choose: Use representative test cases and inspect evaluator failures. Check trace retention, sensitive-data handling, and usage costs.
Pricing: https://galileo.ai/pricing
- [Read Galileo profile](https://trutool.co/tools/galileo): Read Galileo profile

### Ragas
Evaluate retrieval and generation pipelines with reusable metrics and datasets.
Best fit: AI engineers testing agent quality and monitoring production behavior.
- RAG evaluation
- Synthetic test sets
- Evaluation metrics
Before you choose: Use representative test cases and inspect evaluator failures. Check trace retention, sensitive-data handling, and usage costs.
Pricing: https://docs.ragas.io/en/stable/
- [Read Ragas profile](https://trutool.co/tools/ragas): Read Ragas profile