# Agents by AI Waves vs Transformers — Fit & Features

Canonical: https://trutool.co/compare/agents-by-ai-waves-vs-transformers
Author: Snehil (https://trutool.co/authors/snehil)

Compare Agents by AI Waves and Transformers by use case, features, limitations, and evaluation questions.

## Compare fit, features, and limitations

### Agents by AI Waves
An Open-source Framework for Data-centric, Self-evolving Autonomous Language Agents.
Best fit: People and teams evaluating ai agent frameworks for a specific workflow.
- Data workflows
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 Agents by AI Waves profile](https://trutool.co/tools/agents-by-ai-waves): Read Agents by AI Waves profile

### Transformers
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
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 Transformers profile](https://trutool.co/tools/transformers): Read Transformers profile