UI Guide

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Summary: Access W&B Inference models through the web interface

Original Documentation

Documentation Index#

Fetch the complete documentation index at: https://docs.wandb.ai/llms.txt Use this file to discover all available pages before exploring further.

Access W&B Inference models through the web interface

Learn how to use the W&B Inference service through the web UI. Before using the UI, complete the prerequisites.

Access the Inference service#

You can access the Inference service from three places:

Go to https://wandb.ai/inference.

From the Inference tab#

  1. Go to your W&B account at https://wandb.ai/
  2. Select Inference from the left sidebar
  3. A page displays with available models and model information
Using an Inference model in the Playground

From the Playground tab#

  1. Select Playground from the left sidebar. The Playground chat UI appears
  2. Hover over W&B Inference in the LLM dropdown list. A dropdown with available models appears on the right
  3. From the models dropdown, you can:
The Inference models dropdown in Playground

Try a model in the Playground#

After selecting a model, you can test it in the Playground. Available actions include:

Compare multiple models#

You can compare Inference models side by side in the Playground. Access the Compare view from two places:

From the Inference tab#

  1. Select Inference from the left sidebar. The available models page appears
  2. Click anywhere on a model card (except the model name) to select it. The card border turns blue
  3. Repeat for each model you want to compare
  4. Click Compare N models in the Playground on any selected card. N shows the number of models selected
  5. The comparison view opens

Now you can compare models and use all features from Try a model in the Playground.

Select multiple models to compare in Playground

From the Playground tab#

  1. Select Playground from the left sidebar. The Playground chat UI appears
  2. Hover over W&B Inference in the LLM dropdown list. The models dropdown appears on the right
  3. Select Compare from the dropdown. The Inference tab appears
  4. Click anywhere on a model card (except the model name) to select it. The card border turns blue
  5. Repeat for each model you want to compare
  6. Click Compare N models in the Playground on any selected card. The comparison view opens

Now you can compare models and use all features from Try a model in the Playground.

View billing and usage information#

Organization admins can track credit balance, usage history, and upcoming bills from the W&B UI:

  1. Go to the W&B Billing page in the UI
  2. Find the Inference billing information card in the bottom right corner
  3. From here you can:
    • Click View usage to see your usage over time
    • View upcoming inference charges (for paid plans)

Visit the Inference pricing page for per-model pricing details.

Next steps#

Link last verified June 7, 2026. View original ↗
Source: Weights & Biases Docs
Link last verified: 2026-03-04