# Bernstein vs smolagents — Fit & Features

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

Compare Bernstein and smolagents by use case, features, limitations, and evaluation questions.

## Compare fit, features, and limitations

### Bernstein
The open‑source AI Agents Governance & Orchestration framework: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run.
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 Bernstein profile](https://trutool.co/tools/bernstein): Read Bernstein profile

### smolagents
Hugging Face library for building tool-using agents with code.
Best fit: Developers building and evaluating custom agents.
- Hugging Face library for building tool-using agents with code
Before you choose: Check licensing, maintenance status, supported providers, and hosting or inference costs.
Pricing: https://huggingface.co/docs/smolagents/index
- [Read smolagents profile](https://trutool.co/tools/smolagents): Read smolagents profile