| Overview |
Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. |
Stripe's subscription management and recurring billing solution with smart retries, proration, and revenue recovery. |
| Pricing |
Pay-per-use ($$-$$$$) |
Pay_per_use (0.5-0.8% per recurring charge) |
| Key Features |
- Ray-based
- Auto-scaling
- Fine-tuning
- Managed endpoints
- Multi-model
- GPU clusters
|
- Subscription management
- Smart retries
- Proration
- Coupons
- Revenue recovery
- Customer portal
- Invoicing
- Usage-based billing
|
| Pros |
- Built on Ray
- Excellent scaling
- Production-grade
- Fine-tuning support
|
- Deep Stripe integration
- Smart retry logic
- Great documentation
- Usage-based billing
|
| Cons |
- Complex setup
- Higher learning curve
- Enterprise-focused pricing
|
- Only for Stripe payments
- Per-charge fee adds up
- Less feature-rich than Chargebee
- Limited reporting
|
