| Overview |
Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. |
A lightweight pipeline-centric CRM by Zoho designed for micro and small businesses looking for essential deal management without clutter. |
| Pricing |
Pay-per-use ($$-$$$$) |
Freemium (Free-$12/user/month) |
| Key Features |
- Ray-based
- Auto-scaling
- Fine-tuning
- Managed endpoints
- Multi-model
- GPU clusters
|
- Pipeline management
- Telephony
- Email
- Workflows
- Connected pipelines
- Team pipelines
- Toppings add-ons
- Mobile app
|
| Pros |
- Built on Ray
- Excellent scaling
- Production-grade
- Fine-tuning support
|
- Very affordable
- Simple and clean
- Zoho ecosystem access
- Good mobile app
|
| Cons |
- Complex setup
- Higher learning curve
- Enterprise-focused pricing
|
- Extremely basic
- Limited customization
- Not for growing teams
- Minimal reporting
|