What is Banana?
Banana offers a serverless GPU platform optimized for AI inference hosting. It is built to handle high-throughput workloads with features like autoscaling GPUs that adjust resources based on demand, helping keep performance high and costs low. Banana provides a complete development operations experience, including GitHub integration, CI/CD, a command-line interface (CLI), rolling deployments, tracing, and logging.
With pass-through pricing, it aims to facilitate scaling without imposing substantial markups on GPU time. The platform also emphasizes simplicity and control, providing built-in performance monitoring, debugging, and business analytics tools.
Features
- Autoscaling GPUs: Scales GPUs up and down automatically based on demand.
- Pass-through pricing: Charges only the cost of compute without markup.
- Full platform experience: Includes DevOps tools like GitHub integration, CI/CD, CLI, and more.
- Observability: Built-in performance monitoring and debugging.
- Business Analytics: Track spending and monitor endpoint usage.
- Automation API: Open API with SDKs and CLI for automating deployments.
Use Cases
- Hosting AI models for inference
- Scaling GPU resources for machine learning applications
- Developing and deploying AI-powered services
- Monitoring and optimizing AI inference performance
- Managing and analyzing AI infrastructure costs
