# Bernstein vs Guidance — Fit & Features

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

Compare Bernstein and Guidance 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

### Guidance
Control language model generation with structured programming patterns.
Best fit: Developers composing agents, structured model outputs, and tool workflows.
- Constrained generation
- Prompt programming
- Model integration
Before you choose: Check licensing, provider compatibility, maintenance, and tool permissions. Test failure recovery before enabling agent actions.
Pricing: https://guidance.readthedocs.io/en/latest/
- [Read Guidance profile](https://trutool.co/tools/guidance): Read Guidance profile