# Modal vs Petals — Fit & Features

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

Compare Modal and Petals by use case, features, limitations, and evaluation questions.

## Compare fit, features, and limitations

### Modal
Cloud compute for AI inference, training, and data workloads.
Best fit: Developers evaluating model APIs or inference infrastructure.
- Cloud compute for AI inference, training, and data workloads
Before you choose: Compare latency, usage billing, rate limits, model licenses, and data handling for your workload.
Pricing: https://modal.com/
- [Read Modal profile](https://trutool.co/tools/modal): Read Modal profile

### Petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading.
Best fit: People and teams evaluating ai models & inference 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 Petals profile](https://trutool.co/tools/petals): Read Petals profile