# Agent-Evaluation vs PydanticAI — Fit & Features

Canonical: https://trutool.co/compare/agent-evaluation-vs-pydantic-ai
Author: Snehil (https://trutool.co/authors/snehil)

Compare Agent-Evaluation and PydanticAI by use case, features, limitations, and evaluation questions.

## Compare fit, features, and limitations

### Agent-Evaluation
A generative AI-powered framework for testing virtual agents.
Best fit: People and teams evaluating ai agent frameworks for a specific workflow.
- Core product workflow
Before you choose: Test a representative task, inspect outputs, and confirm integrations, permissions, data handling, licensing, and current costs.
Pricing: https://github.com/pricing
- [Read Agent-Evaluation profile](https://trutool.co/tools/agent-evaluation): Read Agent-Evaluation profile

### PydanticAI
Python agent framework with typed outputs and dependency injection.
Best fit: Developers building and evaluating custom agents.
- Python agent framework with typed outputs and dependency injection
Before you choose: Check licensing, maintenance status, supported providers, and hosting or inference costs.
Pricing: https://ai.pydantic.dev/
- [Read PydanticAI profile](https://trutool.co/tools/pydantic-ai): Read PydanticAI profile