| Overview |
Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. |
An infrastructure-as-code platform that lets developers use familiar programming languages to define and manage cloud infrastructure. |
| Pricing |
Pay-per-use ($$-$$$$) |
Freemium (Free-$225/month) |
| Key Features |
- Ray-based
- Auto-scaling
- Fine-tuning
- Managed endpoints
- Multi-model
- GPU clusters
|
- IaC with real languages
- Multi-cloud
- State management
- Policy as code
- Secrets management
- AI assist
- Automation API
- Deployments
|
| Pros |
- Built on Ray
- Excellent scaling
- Production-grade
- Fine-tuning support
|
- Use real programming languages
- Multi-cloud
- Good TypeScript support
- Active development
|
| Cons |
- Complex setup
- Higher learning curve
- Enterprise-focused pricing
|
- Smaller community than Terraform
- Learning curve
- State management costs
- Fewer providers
|
