Ship ML to Prod, instantly. ⚡

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

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Code editor graphic with the lines of code needed to deploy machine learning on Banana.

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.

Our Discord is going 🍌's

Hundreds of members building ML + AI products.
Simply put, it's the place to be.

Build your business,
not complex infra.

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The Banana team has built something amazing. The system bursts up to 10+ GPUs when we need the throughput, back down to 0 when we don't, and we only pay for exactly what we use. It's fantastic.

Morgan Gallant - CEO -

Banana is pretty great! I've been running backend ML processes for my AI stock photo site with it. The team has been super helpful and I’m happy I went with them for serving my ML models.

John Dagdelen - Founder -

How to Deploy on Banana

Three easy steps to deploy your ML models.

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Configure Repo

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

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Connect Account

Link your GitHub to Banana, select the repo you want deployed, and we'll handle the build and deployment for you.

Code editor with the code to deploy machine learning on Banana.

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.

Community of MLOps Experts

Our team and community of Banana users are here to troubleshoot and support your deployment.

Engineer-led Customer Support

Our support and engineering team are the same people. You get support from world-class MLOps engineers.

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
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

Use Banana for scale. logo as an icon.