Banana

Banana is a specialized hosting platform designed specifically for running AI model inference at scale. It provides serverless GPU infrastructure that automatically scales to handle varying workloads, eliminating the need for teams to manage their own GPU clusters. The platform focuses on making it simple to deploy and operate machine learning models in production environments, handling the underlying infrastructure complexity so developers can concentrate on their AI applications.

What sets Banana apart is its combination of pass-through pricing and comprehensive DevOps tooling. Unlike many cloud providers that add significant markups to GPU time, Banana charges only a flat platform fee plus the actual compute costs from cloud providers. The platform includes GitHub integration, continuous deployment pipelines, a command-line interface, and built-in monitoring tools. It's powered by Potassium, Banana's open-source HTTP framework that simplifies creating inference endpoints.

This service is particularly valuable for AI teams that need reliable, cost-effective scaling for their machine learning workloads. Whether you're a startup launching a new AI product or an established company expanding your AI capabilities, Banana handles the infrastructure challenges of running models like transformers, diffusion models, or custom neural networks. The platform's observability features help teams monitor performance and debug issues, while the automation API enables custom deployment workflows tailored to specific business needs.