A detailed comparison of Replicate and Modal to help you choose the right tool for your needs.
Platform for running AI models in the cloud with simple API access.
Cloud platform for running AI/ML workloads with simple Python decorators.
| Plan | Replicate | Modal |
|---|---|---|
| Free Tier | ✓ Free predictions | ✓ $30 free/mo |
| Lowest Paid | Pay per prediction | Pay per use |
| Enterprise | Custom pricing | Custom |
| Feature | Replicate | Modal |
|---|---|---|
| 1000s of models | ✓ | — |
| Simple API | ✓ | — |
| Auto-scaling | ✓ | — |
| Fine-tuning | ✓ | — |
| Custom models | ✓ | — |
| Pay-per-use | ✓ | — |
| AI-powered workflows | — | ✓ |
| Automation | — | ✓ |
| Integrations | — | ✓ |
| Open Source | ✗ | ✗ |
| Rating | ⭐ 4.2 | ⭐ 4.3 |
Choose Replicate if: You need developers wanting easy access to ai models via api. Replicate excels with its easy to use and many models.
Choose Modal if: You need ml engineers deploying gpu workloads. Modal stands out with its fast setup and useful free tier.
Best free option: Both Replicate and Modal offer free tiers. Replicate offers "Free predictions" while Modal offers "$30 free/mo".
It depends on your needs. Replicate is better for developers wanting easy access to ai models via api, while Modal is better for ml engineers deploying gpu workloads. Both are excellent tools rated 4.2 and 4.3 respectively.
Replicate starts at Pay per prediction while Modal starts at Pay per use. Both offer free tiers.
Most tools offer import/export features to help you migrate. We recommend trying Modal's free tier before fully committing to a switch.
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