| Overview |
Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. |
Chinese AI lab offering high-performance reasoning and coding models at very competitive prices through an OpenAI-compatible API. |
| Pricing |
Pay-per-use ($$-$$$$) |
Pay-per-use ($) |
| Key Features |
- Ray-based
- Auto-scaling
- Fine-tuning
- Managed endpoints
- Multi-model
- GPU clusters
|
- DeepSeek-V3
- DeepSeek-R1
- Code generation
- Math reasoning
- OpenAI-compatible
- 128K context
|
| Pros |
- Built on Ray
- Excellent scaling
- Production-grade
- Fine-tuning support
|
- Extremely low cost
- Strong reasoning
- Good coding
- OpenAI-compatible
|
| Cons |
- Complex setup
- Higher learning curve
- Enterprise-focused pricing
|
- Based in China
- Occasional capacity issues
- Data sovereignty concerns
- Newer platform
|
