# Agentic-Ai vs Guidance — Fit & Features

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

Compare Agentic-Ai and Guidance by use case, features, limitations, and evaluation questions.

## Compare fit, features, and limitations

### Agentic-Ai
A framework for developing and deploying specialized AI agents, including Web Search and Finance AI Agents, powered by advanced models and tools. Includes a user-friendly Playground app for interaction with 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 Agentic-Ai profile](https://trutool.co/tools/agentic-ai): Read Agentic-Ai 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