| Overview |
Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. |
A customer messaging platform for push notifications, in-app messaging, SMS, and email with audience segmentation. |
| Pricing |
Pay-per-use ($$-$$$$) |
Freemium (Free-$99/month) |
| Key Features |
- Ray-based
- Auto-scaling
- Fine-tuning
- Managed endpoints
- Multi-model
- GPU clusters
|
- Push notifications
- In-app messaging
- Email
- SMS
- Segmentation
- A/B testing
- Analytics
- Journeys
|
| Pros |
- Built on Ray
- Excellent scaling
- Production-grade
- Fine-tuning support
|
- Generous free plan
- Multi-channel
- Easy integration
- Good documentation
|
| Cons |
- Complex setup
- Higher learning curve
- Enterprise-focused pricing
|
- Free plan has limitations
- Can be complex
- Some features in beta
- Support varies
|
