Banana offers a machine learning API that enables developers to run high-throughput inference workloads on autoscaling GPUs with minimal setup, allowing for rapid deployment of AI applications. The platform features transparent pricing without markup on compute costs, providing detailed performance monitoring and analytics to optimize resource usage and business insights.
Funding
$3.2M raised to dateRaised to date based on public sources. This may differ from the amount the company actually raised and is based only on what is publicly available on the internet.
CFounders
Product
Problem
Deploying and scaling machine learning inference workloads on GPUs can be complex and expensive, often requiring significant DevOps expertise and infrastructure management. Existing serverless solutions may impose high markups on GPU time, hindering cost-effectiveness for high-throughput applications.
Solution
Banana provides a serverless GPU platform designed to simplify and optimize the deployment of high-throughput machine learning inference workloads. The platform offers autoscaling GPUs and pass-through pricing, eliminating markups on compute costs. It includes a full suite of DevOps tools, such as GitHub integration, CI/CD, a CLI, and rolling deployments. Banana also provides performance monitoring, debugging, and business analytics, enabling users to track spend, monitor endpoint usage, and identify bottlenecks.
Target Audience
Banana is designed for AI teams and machine learning engineers who need to deploy and scale inference workloads quickly and cost-effectively.
Features
- Autoscaling GPU infrastructure that automatically adjusts resources based on demand
- Pass-through pricing model with no markup on GPU compute costs
- Integration with GitHub for streamlined CI/CD workflows
- Command-line interface (CLI) for automating deployments and management tasks
- Real-time performance monitoring and debugging tools to identify and resolve issues
- Business analytics dashboard for tracking spend and endpoint usage
- Support for custom GPU types
- Open API with SDKs for automating deployments