> ## Documentation Index
> Fetch the complete documentation index at: https://openbench.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# openbench

> Provider-agnostic, open-source evaluation infrastructure for language models

## Welcome to openbench!

openbench is an open-source framework for standardized, reproducible benchmarking of large language models (LLMs).
Our goal is to make evaluation both rigorous and accessible:

* Run industry-standard benchmarks easily on any model, wherever it’s hosted.
* Design and run evaluations tailored to your specific needs.
* Choose from 30+ evaluation suites spanning knowledge, reasoning, coding, mathematics, and more.

With openbench, you can build **trust** in model performance through transparent, reproducible, and domain-relevant evaluation.

<Card title="What’s New in v0.5" icon="sparkles" href="/release-notes" horizontal>
  ARC-AGI (with ARC Prize), plugins for external benchmarks, OpenRouter routing, code agents + Exercism, LiveMCPBench tool-calling, MultiChallenge, JSON logs — see the release notes.
</Card>

## Quick Start

<Card title="Start Using openbench →" icon="rocket" href="/quickstart" horizontal>
  Install openbench and run your first benchmark in \< 60 seconds.
</Card>

## Key Features

<Columns cols={3}>
  <Card title="Simple CLI" icon="terminal" href="/cli/overview">
    <div class="flex flex-col h-full">
      <p>All your eval needs accessible from the command line.</p>

      <br />

      <p class="mt-auto">*See more on CLI usage. →*</p>
    </div>
  </Card>

  <Card title="Diverse Benchmarks" icon="grip" href="/benchmarks/catalog">
    <div class="flex flex-col h-full">
      <p>30+ reproducible evaluation suites, and growing.</p>

      <br />

      <p class="mt-auto">*See available benchmarks. →*</p>
    </div>
  </Card>

  <Card title="Extensible Framework" icon="expand" href="/development/architecture">
    <div class="flex flex-col h-full">
      <p>Shared structure and utilities make it easy to add new evals.</p>

      <br />

      <p class="mt-auto">*Learn about our eval structure.* →</p>
    </div>
  </Card>
</Columns>

## Works with Any Model Provider

openbench supports 15+ model providers out of the box.

<Columns cols={3}>
  <Card title="Groq" icon="microchip">
    Blazing fast inference

    ```bash theme={null}
    groq/llama-3.3-70b
    ```
  </Card>

  <Card title="OpenAI" icon="brain">
    GPT-4, o3, and more

    ```bash theme={null}
    openai/gpt-4o
    ```
  </Card>

  <Card title="Anthropic" icon="robot">
    Claude Sonnet & Opus

    ```bash theme={null}
    anthropic/claude-3-5-sonnet
    ```
  </Card>

  <Card title="Google" icon="google">
    Gemini models

    ```bash theme={null}
    google/gemini-2.5-pro
    ```
  </Card>

  <Card title="OpenRouter" icon="computer" href="/openrouter">
    Unified LLM interface

    ```bash theme={null}
    openrouter/deepseek/deepseek-chat-v3.1
    ```
  </Card>

  <Card title="15+ More" icon="ellipsis" href="/providers">
    AWS Bedrock, Azure, Cohere, Together, and more.

    *See a complete list of supported model providers.*
  </Card>
</Columns>

## Join the Community

<Card title="GitHub Repository" icon="github" href="https://github.com/groq/openbench" horizontal>
  Star us on GitHub and contribute to the project!
</Card>

<Card title="Report Issues" icon="bug" href="https://github.com/groq/openbench/issues" horizontal>
  Found a bug or have a feature request? Let us know!
</Card>

## Stay Updated

We are rapidly iterating! Sign up below to recieve updates about latest openbench features.

<div style={{ width: '100%', maxWidth: '100%', height: '490px', overflow: 'hidden', margin: '20px 0', position: 'relative' }}>
  <iframe src="https://share.hsforms.com/1Wj6gGPESRqyw9Th_1CDIDAqedzp" style={{ width: 'calc(100% + 60px)', maxWidth: 'none', height: '600px', border: 'none', marginTop: '-320px', position: 'absolute', left: '50%', transform: 'translateX(-50%)' }} scrolling="no" title="Stay Updated Form" />
</div>
