Apache SINGA
6.1#16 in deep learning softwareFree planFree planLinuxmacOSSelf-hostedWindows
VisitApache SINGA vs Paperspace Gradient
Paperspace Gradient
8.3#1 in deep learning softwareFrom $8 a monthFree planWebAPIExtensionLinux
VisitWhat both publish
| Fact | Apache SINGA | Paperspace Gradient |
|---|---|---|
| Intended users | The project describes its focus as distributed training of deep-learning and machine-learning models and highlights large-scale data analytics. | The pricing page describes plans for beginners and individual ML/AI engineers, data scientists, researchers, teams, research groups, and startups. |
Apache SINGA plans
- Apache SINGAFree
Paperspace Gradient plans
- Free (Individual)Free
- Pro (Individual)$8 a month
- Growth (Individual)$39 a month
- Free (Team)Free
- Pro (Team)$12 a month
- Growth (Team)$39 a month
Pick Apache SINGA if…
It suits developers and teams training deep-learning or machine-learning models who need local, GPU-accelerated or distributed training. Its Python, C++, and ONNX support may fit workflows using those technologies.
Pick Paperspace Gradient if…
Gradient is aimed at people and teams developing or serving machine learning models, including engineers, data scientists, researchers, and startups. Its browser notebooks, collaboration features, and deployment endpoints support different stages of model work.