| Overview |
Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. |
A subscription analytics platform for SaaS businesses with MRR, ARR, churn, and cohort analysis from multiple billing sources. |
| Pricing |
Pay-per-use ($$-$$$$) |
Freemium (Free-$150/month) |
| Key Features |
- Ray-based
- Auto-scaling
- Fine-tuning
- Managed endpoints
- Multi-model
- GPU clusters
|
- MRR and ARR tracking
- Churn analysis
- Cohort analysis
- LTV
- Multi-source integration
- Geo analytics
- Custom reports
- API
|
| Pros |
- Built on Ray
- Excellent scaling
- Production-grade
- Fine-tuning support
|
- Free plan available
- Multi-source data
- Beautiful reports
- Good API
|
| Cons |
- Complex setup
- Higher learning curve
- Enterprise-focused pricing
|
- Limited free plan
- Can be complex
- Some data lag
- Fewer features than dedicated BI tools
|
