# AutoGen vs Instructor — Fit & Features

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

Compare AutoGen and Instructor by use case, features, limitations, and evaluation questions.

## Compare fit, features, and limitations

### AutoGen
Multi-agent application framework in maintenance mode; Microsoft recommends Agent Framework for new projects.
Best fit: Developers building and evaluating custom agents.
- Multi-agent application framework in maintenance mode; Microsoft recommends Agent Framework for new projects
Before you choose: The official repository is in maintenance mode. Evaluate Microsoft Agent Framework for new projects and review migration guidance for existing applications.
Pricing: https://github.com/microsoft/autogen
- [Read AutoGen profile](https://trutool.co/tools/autogen): Read AutoGen profile

### Instructor
Extract validated structured data from language model responses.
Best fit: Developers composing agents, structured model outputs, and tool workflows.
- Structured outputs
- Schema validation
- Provider integrations
Before you choose: Check licensing, provider compatibility, maintenance, and tool permissions. Test failure recovery before enabling agent actions.
Pricing: https://python.useinstructor.com
- [Read Instructor profile](https://trutool.co/tools/instructor): Read Instructor profile