Side by side
fastai vs Paperspace Gradient
Both stand on deep learning software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.
Free plan LinuxMacSelf-hosted+2
fastai offers a broad set of Python components for training models and can run locally or in Google Colab. Windows Jupyter users should account for the documented slowdown in computer vision tasks.
Visit fastai Free plan Open source APIExtensionLinux+4
Gradient combines browser-based notebook work with model deployment and on-demand compute. Check the limits of the selected free plan and account for paid instance utilization costs.
Visit Paperspace GradientThe facts
| fastai | Paperspace Gradient | |
|---|---|---|
| Free plan | Yes | Yes |
| Open source | Not published | Yes |
| Runs on | Linux, Mac, Self-hosted, Web, Windows | API, Extension, Linux, Mac, Self-hosted, Web, Windows |
| Lowest paid plan | Free or on request | Pro: $8 a month |
| Plans published | 1 | 14 |
| Maker | Not published | Not published |
| Website | fast.ai | paperspace.com |
| On deep learning software | #6 of 35 | #2 of 35 |
fastai: what it does well
- Quick start covers vision, text, recommendations, and tabular models.
- Supports GPU acceleration and distributed training.
- Can be used in Google Colab without installation.
- Works with other PyTorch-based libraries.
What to know first
- Jupyter on Windows can make computer vision tasks much slower.
- PyTorch is recommended before installing fastai.
Paperspace Gradient: what it does well
- Browser-based IDE launches GPU-enabled Jupyter notebooks.
- Projects can be shared with collaborators.
- Deployments serve models as API endpoints.
- Offers on-demand GPU and IPU instances.
- Free plans are available.
What to know first
- Paid instance utilization can add costs beyond plan fees.
- Free plans have storage and notebook or instance limits.
- Native app lists Linux as beta.
Alternatives to fastai Alternatives to Paperspace Gradient The whole list