---
title: "Nvidia Hardware"
method: GET
path: "/inference/nvidia/v2/hardware"
tags: ["Inference"]
---

# Nvidia Hardware

`GET /inference/nvidia/v2/hardware`

## Request

- Base URL: `https://trace.wandb.ai` (the document declares no server; this is the origin it was published from)
- URL: `https://trace.wandb.ai/inference/nvidia/v2/hardware`
- Auth: HTTP bearer

Returns available hardware and pricing for a given model.

Called by NVIDIA to show users their options and redirect them
based on what we support.  Only serverless options are returned.

## Query parameters

- `model` string, required: Model name without the publisher prefix

## Response `200`

Successful Response

- NvidiaHardwareRes
  - `hardware` NvidiaHardwareOption[], required
    - `id` string, required
    - `name` string, required
    - `type` string, required
    - `pricing` NvidiaServerlessPricing, required
      - `cents_per_million_input_tokens` number, required
      - `cents_per_million_output_tokens` number, required
    - `specs` object, nullable

## Other responses

- `422`: Validation Error

## Changes

- **2026-10-16** `dd89fadfe4e4`: 1 info
  - endpoint added

[Operation history](https://skmtc.dev/wandb/apis/fastapi/changes/inference/nvidia/v2/hardware/get.md)

---

[API](https://skmtc.dev/wandb/apis/fastapi.md) - [All operations](https://skmtc.dev/wandb/apis/fastapi/llms.txt) - [OpenAPI document](https://skmtc.dev/wandb/apis/fastapi/revisions/f7643c49bf2e?raw)