| Overview |
Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. |
A modern cloud platform that makes it easy to deploy web apps, APIs, static sites, and databases with automatic scaling. |
| Pricing |
Pay-per-use ($$-$$$$) |
Freemium (Free-$85/month) |
| Key Features |
- Ray-based
- Auto-scaling
- Fine-tuning
- Managed endpoints
- Multi-model
- GPU clusters
|
- Auto-deploy from Git
- Managed PostgreSQL
- Redis
- Static sites
- Web services
- Cron jobs
- Private networking
- Preview environments
|
| Pros |
- Built on Ray
- Excellent scaling
- Production-grade
- Fine-tuning support
|
- Very easy to use
- Git-based deploys
- Free static hosting
- Clean dashboard
|
| Cons |
- Complex setup
- Higher learning curve
- Enterprise-focused pricing
|
- Can be expensive at scale
- Limited regions
- Fewer services than AWS
- Cold starts on free tier
|
