# Aiconversationflow vs smolagents — Fit & Features

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

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

## Compare fit, features, and limitations

### Aiconversationflow
AI Conversation Flow provides a framework to create anti-agents to build complex non-linear LLM conversation flows, that are composable, controllable and easily testable.
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 Aiconversationflow profile](https://trutool.co/tools/aiconversationflow): Read Aiconversationflow 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