Ship ML to Prod, instantly. ⚡

Scaleable inference hosting for your machine learning models on serverless GPUs.

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We have worked with some of the best

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What does Banana do?

Banana provides inference hosting for ML models in three easy steps and a single line of code.

Deploy models to production faster and cheaper with our serverless GPUs than developing the infrastructure yourself.

How to Deploy on Banana

Three easy steps to deploy your ML models.

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Fork Template Repo

Everything lives on GitHub. We give you all the boilerplate you need to quickly setup an ML server.

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Push to Main

Pushing to the main branch deploys your product to our serverless GPUs. We handle all the build and deployment for you.

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Run in Production

Use our open source client SDKs to call your model with a single line of code.

Get Started!

Serverless GPU Hosting

Reduce Model Cold Start by 99.4%

An out of the box GPT-J model takes 25 minutes to “cold start”. With Banana, it takes 10 seconds.

Available for all Models

Banana can provide Serverless GPUs for any model architecture.

10x Cost Savings

Banana can scale GPUs from zero when calls come in. Only pay for GPU resources you need (utilization time) rather than expensive "always on" GPU resources.

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Serverless GPU Hosting.

Why use Banana?

For scale, of course.

Simple Self Serve Setup

Sign up and follow the setup instructions. Your models will be deployed in minutes, not months.

Auto-Scaling & Spike Tolerance

Our infrastructure is flexible in real-time and scales with you as you grow. We can handle zero to one scaling.

GPU Parallelism

Enjoy 3x or higher throughput on your calls than what you get anywhere else. You pay for GPU seconds, so doing 3x more calls per second is a pretty sweet deal.

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Let's talk hosting!

Banana Unblocks You

Flexible hosting built by engineers, for engineers.

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Stop Worrying About Cloud Quotas

Say goodbye to headaches about cloud quota. We have all the cloud capacity you'll need to scale.

On-Call MLOps Engineering Team

Our team of engineers are here to troubleshoot and support your deployment.

Less than 24hr SLA Response Time

Typically less than 5 minutes. You'll get direct access to our engineering support team.

ML hosting made easy.

Simple Pricing.

Only pay for the resources you use. That's the power of Banana.


Only pay for GPU compute you use.

  • ML Models up to 16GB
  • Network Payload up to 4MB
  • 250ms to 1sec Latency per Call
  • Auto-Scaling
  • Spike & Fault Tolerance
  • Load Balancing
  • GPU Parallelism
  • On-Call MLOps Team
Sign Up

Serverless GPUs are here.

Use-Cases Deployed on Banana


Latency Optimization

Question Answering

Image Classification

Social Media Copy Generation

Sentiment Analysis

Video Classification

Conversational AI

Demand Forecasting

Text to Speech


Image Generation

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