| Overview |
Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. |
A Git code hosting solution by Atlassian with built-in CI/CD pipelines and deep Jira and Trello integration. |
| Pricing |
Pay-per-use ($$-$$$$) |
Freemium (Free-$6/user/month) |
| Key Features |
- Ray-based
- Auto-scaling
- Fine-tuning
- Managed endpoints
- Multi-model
- GPU clusters
|
- Git repositories
- Bitbucket Pipelines
- Pull requests
- Jira integration
- Code review
- Branch permissions
- Deployments
- IP allowlisting
|
| Pros |
- Built on Ray
- Excellent scaling
- Production-grade
- Fine-tuning support
|
- Free for small teams
- Great Jira integration
- Built-in CI/CD
- Good code review
|
| Cons |
- Complex setup
- Higher learning curve
- Enterprise-focused pricing
|
- Smaller community
- UI less polished
- Limited free CI minutes
- Fewer third-party integrations
|
