| Overview |
Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. |
A feature delivery platform combining feature flags with experimentation and data-driven release decisions. |
| Pricing |
Pay-per-use ($$-$$$$) |
Freemium (Free-custom pricing) |
| Key Features |
- Ray-based
- Auto-scaling
- Fine-tuning
- Managed endpoints
- Multi-model
- GPU clusters
|
- Feature flags
- A/B testing
- Targeting
- Metrics
- SDK support
- Audit logs
- Release management
- Analytics
|
| Pros |
- Built on Ray
- Excellent scaling
- Production-grade
- Fine-tuning support
|
- Good experimentation
- Metrics integration
- Flexible targeting
- Free tier
|
| Cons |
- Complex setup
- Higher learning curve
- Enterprise-focused pricing
|
- Complex pricing
- Less known than LaunchDarkly
- Learning curve
- Enterprise-focused
|
