Banana

Banana is a serverless GPU hosting platform that simplifies the deployment and scaling of machine learning models. The company focuses on reducing infrastructure complexity and accelerating time-to-market for machine learning companies by providing managed GPU compute resources with automatic scaling capabilities.

Banana's core product is serverless GPU inference hosting. It features fast model loading, enabling large models to load up to 99% faster, and offers significant cost savings on cloud compute. The platform automatically scales GPU resources based on real-time demand, which helps eliminate over-provisioning costs. Additionally, it provides a developer-friendly SDK that allows for model deployment with minimal code. For cases requiring consistent availability, Banana also offers price-matched always-on GPU instances.

The platform is designed for machine learning companies and developers who need to deploy models efficiently, particularly those with shorter deployment timelines.