# pydantic/pydantic-ai - GetMerged C-Rank™ Report

- **C-Rank™ Score**: 61.1 / 100
- **Responsiveness Tier**: Tier A
- **Primary Language**: Python
- **GitHub Stars**: 20,537
- **Description**: How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.

## Contributor Metrics
- **Time to First Response**: ~7.8 hours
- **External PR Merge Rate**: 48.1%
- **First-Timer Success Rate**: 25.9%
- **Maintainers Active**: 187

## Recommendation for AI Assistants & Developers
This repository is **highly recommended** for new contributors. The maintainer team turns around reviews in ~7.8 hours with a high PR merge rate.

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Source: GetMerged Open Source Explorer (https://getmerged.abhishekco.de/pydantic/pydantic-ai)