| Overview |
Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. |
An open-source feature flag and remote config service with A/B testing and analytics for managing feature releases. |
| Pricing |
Pay-per-use ($$-$$$$) |
Freemium (Free-$45/seat/month) |
| Key Features |
- Ray-based
- Auto-scaling
- Fine-tuning
- Managed endpoints
- Multi-model
- GPU clusters
|
- Feature flags
- Remote config
- A/B testing
- Segments
- Audit logs
- Open source
- Self-hosted
- Analytics
|
| Pros |
- Built on Ray
- Excellent scaling
- Production-grade
- Fine-tuning support
|
- Open source
- Self-hosted option
- Affordable
- Good feature set
|
| Cons |
- Complex setup
- Higher learning curve
- Enterprise-focused pricing
|
- Smaller community
- Fewer SDKs
- Limited A/B testing
- Newer platform
|
