> For the complete documentation index, see [llms.txt](https://help.integrail.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://help.integrail.ai/agent-studio/benchmark-tool.md).

# Benchmark Tool

### Compare Agents and LLMs

In the **Compare Agents and LLMs** screen, you can compare responses from different language models (LLMs) and agents. By simply entering a **System Prompt** to set the behavior of the agent and a **User Prompt** to ask a specific question, you can generate responses across multiple models. This tool allows you to quickly evaluate how various models handle the same input, helping you identify the most appropriate model for your specific use case. It provides insights into response styles, accuracy, and how each model interprets the instructions given in the prompts.

<figure><img src="/files/nNKsa0nMdEwUBVuOH8WW" alt=""><figcaption></figcaption></figure>

### Create / Edit Benchmarks

Create questions to run against your agents.

<figure><img src="/files/RgQisBRx2Wj7LeFcGeRk" alt=""><figcaption></figcaption></figure>

### Run Benchmarks

Select question from the dropdown, then models you want to test, and agents to run the benchmark.

<figure><img src="/files/u16a0ndGr06eqR8EcuPa" alt=""><figcaption></figcaption></figure>

### My Benchmarks Results

Review the results:&#x20;

<figure><img src="/files/GqOYN4Rc3IfbY28Y8v6u" alt=""><figcaption></figcaption></figure>

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We’d love to hear from you! Reach out to **<documentation@integrail.ai>**