Built for the Nebius x NVIDIA Global AI Hackathon

Every AI call, on the cheapest open model that can do the job.

Graze Open reads each request, picks the smallest open model that will get it right, and runs it on open NVIDIA Nemotron models. You stop paying frontier prices for simple work.

Pick a request

Sent to
Runs onOpen models
Cost per 1M tokens
Closed frontier model$10.00

Example prices to show the idea. Real costs depend on the model and your volume.

One router. Three jobs, done for you.

/route

Read the request

Graze looks at the kind of task and how big the input is, then scores how hard it will be.

/pick

Choose the smallest model that fits

A low score goes to a small open model. A high score goes to a large one. Nothing is overpaid for.

/run

Run it on open infrastructure

The call runs on open NVIDIA Nemotron models. You can see which model answered and what it cost.

How a call travels. Four stops, one answer.

Your app

Sends a normal AI request. Nothing to change in your code but the address.

Graze router

Scores the task type and input size, then picks the smallest model that can handle it.

Open model

Runs the call on open infrastructure.

smallmid sizelarge

Answer and cost

You get the reply, plus which model answered and what it cost.

The frontier layer. Three ways it goes further.

An agent does a task in steps. Each step goes to the right model, and you see the full bill.

All three demos are simulated examples that show the idea. Real results come from the live tools above.

Try the tools. Paste something and watch.

Paste any messy text. Graze pulls out the emails, phone numbers, dates, amounts and links.

Have a Nebius or NVIDIA key? Test live answers

Paste your own key to get real Nemotron answers. It stays in this browser tab (session storage) and is sent only with your request, through this site's function to Nebius Token Factory, or to NVIDIA if the key starts with nvapi-. It is never saved or logged. Close the tab to forget it.

The rule based answer appears instantly in your browser. When live AI is on, an open model adds its own answer below, with the model used and the estimated cost.

Why open infrastructure changes the price.

No lock in

Open models mean you can switch models without rewriting your app.

Pay for what you use

Most calls are simple. Sending them to small models is where the savings come from.

Built for agents

Agents make thousands of calls. Cheap routing is what makes running them all day affordable.

Stop overpaying for easy work.

Graze Open is part of Graze, which already routes agent calls to the cheapest capable model.