---
title: HF Hub Benchmark Dashboard
emoji: 🏆
colorFrom: purple
colorTo: indigo
sdk: gradio
sdk_version: 5.29.0
app_file: app.py
pinned: false
short_description: Live dashboard for HF Hub benchmark leaderboards
---

# HF Hub Benchmark Dashboard

Live dashboard for every official benchmark leaderboard published on the Hugging Face Hub.

## Features

- Sidebar navigation by category (Knowledge, Math, Code, Agents, Vision, …)
- Per-benchmark leaderboard with rank medals, model links, and provider chips
- Inference provider enrichment from [router.huggingface.co](https://router.huggingface.co): price/1M tokens (in & out), TTFT, throughput, context length
- License and parameter count per model (from the HF models API)
- Filter to only show models with live inference providers
- 6-hour cache with manual refresh

## HF Token

Set `HF_TOKEN` as a Space secret to access gated benchmarks (e.g. HLE).
Public benchmarks work without a token.

## Local run

```bash
pip install gradio>=5.0.0
python app.py
```