| Overview |
Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. |
An open-source developer platform for building internal tools, workflows, and scripts with a focus on developer experience. |
| Pricing |
Pay-per-use ($$-$$$$) |
Freemium (Free-$40/user/month) |
| Key Features |
- Ray-based
- Auto-scaling
- Fine-tuning
- Managed endpoints
- Multi-model
- GPU clusters
|
- Script editor
- Workflow builder
- App builder
- Scheduling
- Webhooks
- Self-hosted
- Multi-language
- Version control
|
| Pros |
- Built on Ray
- Excellent scaling
- Production-grade
- Fine-tuning support
|
- Open source
- Developer-first
- Self-hosted option
- Multi-language support
|
| Cons |
- Complex setup
- Higher learning curve
- Enterprise-focused pricing
|
- Newer platform
- Smaller community
- Documentation growing
- Limited UI components
|
