| Overview |
Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. |
A developer platform for building reliable background jobs, workflows, and event-driven functions with automatic retries. |
| Pricing |
Pay-per-use ($$-$$$$) |
Freemium (Free-$50/month) |
| Key Features |
- Ray-based
- Auto-scaling
- Fine-tuning
- Managed endpoints
- Multi-model
- GPU clusters
|
- Event-driven functions
- Automatic retries
- Step functions
- Cron scheduling
- Concurrency control
- Replay
- Observability
- TypeScript SDK
|
| Pros |
- Built on Ray
- Excellent scaling
- Production-grade
- Fine-tuning support
|
- Easy to integrate
- Automatic retries
- Good DX
- Serverless-friendly
|
| Cons |
- Complex setup
- Higher learning curve
- Enterprise-focused pricing
|
- Newer platform
- Limited language support
- Cloud dependency
- Smaller community
|
