| Overview |
Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. |
A serverless PostgreSQL database with auto-scaling, branching, and a generous free tier for modern applications. |
| Pricing |
Pay-per-use ($$-$$$$) |
Freemium (Free-$69/month) |
| Key Features |
- Ray-based
- Auto-scaling
- Fine-tuning
- Managed endpoints
- Multi-model
- GPU clusters
|
- Serverless PostgreSQL
- Auto-scaling
- Database branching
- Point-in-time recovery
- Connection pooling
- Auto-suspend
- Logical replication
- CLI
|
| Pros |
- Built on Ray
- Excellent scaling
- Production-grade
- Fine-tuning support
|
- Generous free tier
- True serverless
- Database branching
- PostgreSQL compatible
|
| Cons |
- Complex setup
- Higher learning curve
- Enterprise-focused pricing
|
- Newer platform
- Cold starts on free tier
- Limited extensions
- Scaling costs can surprise
|
