# Artificial Analysis

```json
{
  "name": "Artificial Analysis",
  "slug": "artificial_analysis",
  "url": "https://composio.dev/toolkits/artificial_analysis",
  "markdown_url": "https://composio.dev/toolkits/artificial_analysis.md",
  "logo_url": "https://logos.composio.dev/api/artificial_analysis",
  "categories": [
    "ai & machine learning"
  ],
  "is_composio_managed": false,
  "updated_at": "2026-07-28T11:13:25.321Z"
}
```

![Artificial Analysis logo](https://logos.composio.dev/api/artificial_analysis)

## Description

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Artificial Analysis MCP or direct API to compare AI models, analyze provider pricing, benchmark latency, and rank models by intelligence, coding, math, image, video, speech, and music performance through natural language.

## Summary

Artificial Analysis is an independent benchmarking platform for AI models and API providers.
Use it to compare model intelligence, coding, math, pricing, latency, throughput, and arena rankings.

## Categories

- ai & machine learning

## Toolkit Details

- Tools: 12

## Images

- Logo: https://logos.composio.dev/api/artificial_analysis

## Authentication

- **Api Key**
  - Type: `api_key`
  - Description: Api Key authentication for Artificial Analysis.
  - Setup:
    - Configure Api Key credentials for Artificial Analysis.
    - Use the credentials when creating an auth config in Composio.

## Suggested Prompts

- Compare model pricing and latency
- Rank providers by coding benchmark scores
- Find cheapest high-intelligence language models

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `ARTIFICIAL_ANALYSIS_LIST_IMAGE_EDITING_MODELS` | List Image-Editing Models (Arena) | List image-editing models ranked by the Artificial Analysis arena, with Elo score and 95% confidence interval. Use to find the best-rated image-editing model. Returns all models in one call (unpaginated). |
| `ARTIFICIAL_ANALYSIS_LIST_IMAGE_TO_VIDEO_AUDIO_MODELS` | List Image-to-Video-with-Audio Models (Arena) | List image-to-video-with-audio models ranked by the Artificial Analysis arena, with Elo score and 95% confidence interval. Returns all models unpaginated in one call. No legacy sibling exists for this modality. |
| `ARTIFICIAL_ANALYSIS_LIST_IMAGE_TO_VIDEO_MODELS` | List Image-to-Video Models (Arena) | List image-to-video models ranked by the Artificial Analysis image-to-video arena, with Elo score and 95% confidence interval. Returns all models unpaginated in one call. |
| `ARTIFICIAL_ANALYSIS_LIST_LANGUAGE_MODELS` | List Language Models (Intelligence & Pricing) | List LLMs from the Artificial Analysis leaderboard with intelligence, coding and agentic indices, pricing, and performance (speed and latency). Pass the response's next_cursor back via `cursor` to fetch the next page; pass `start`/`end` to return just a slice of a page (e.g. start=0, end=25 for the top 25). |
| `ARTIFICIAL_ANALYSIS_LIST_MUSIC_INSTRUMENTAL_MODELS` | List Instrumental Music Models (Arena) | List instrumental music-generation models ranked by the Artificial Analysis arena, with Elo score and 95% confidence interval. Returns all models in one call (unpaginated). Note: music items have no slug field. |
| `ARTIFICIAL_ANALYSIS_LIST_MUSIC_WITH_VOCALS_MODELS` | List Music-with-Vocals Models (Arena) | List music-with-vocals generation models ranked by the Artificial Analysis arena, with Elo score and 95% confidence interval. Use to find the best-rated music-with-vocals model. Returns all models in one call (unpaginated). |
| `ARTIFICIAL_ANALYSIS_LIST_SPEECH_TO_SPEECH_MODELS` | List Speech-to-Speech Models | List speech-to-speech models with Big Bench Audio (bba_score), Full Duplex Bench (fdb_score), and Tau-Voice (tau_voice_score) quality scores. Tau-Voice uses each model's best result across providers. Use to compare voice-to-voice model quality. Returns all models in one call (unpaginated). |
| `ARTIFICIAL_ANALYSIS_LIST_SPEECH_TO_TEXT_MODELS` | List Speech-to-Text Models (WER) | List speech-to-text (transcription) models with the Artificial Analysis overall word-error-rate index (aa_wer_index). Lower is better. Use to compare transcription accuracy across models. Returns all models in one call (unpaginated). |
| `ARTIFICIAL_ANALYSIS_LIST_TEXT_TO_IMAGE_MODELS` | List Text-to-Image Models (Arena) | List text-to-image models ranked by the Artificial Analysis image arena, with Elo score and 95% confidence interval. Use to find the best-rated text-to-image model. Returns all models in one call (unpaginated). |
| `ARTIFICIAL_ANALYSIS_LIST_TEXT_TO_SPEECH_MODELS` | List Text-to-Speech Models (Arena) | List text-to-speech (TTS) models ranked by the Artificial Analysis arena, with Elo score and 95% confidence interval. Use to find the best-rated text-to-speech model. Returns all models in one call (unpaginated). |
| `ARTIFICIAL_ANALYSIS_LIST_TEXT_TO_VIDEO_AUDIO_MODELS` | List Text-to-Video-with-Audio Models (Arena) | List text-to-video-with-audio models ranked by the Artificial Analysis arena, with Elo score and 95% confidence interval. No legacy sibling exists for this modality. |
| `ARTIFICIAL_ANALYSIS_LIST_TEXT_TO_VIDEO_MODELS` | List Text-to-Video Models (Arena) | List text-to-video models ranked by the Artificial Analysis arena, with Elo score and 95% confidence interval. Use to find the best-rated text-to-video model. Returns all models in one call (unpaginated). |

## Supported Triggers

None listed.

## Installation and MCP Setup

### Path 1: SDK Installation

#### Path 1, Step 1: Install Composio

Install the Composio SDK
```python
pip install composio_openai
```

```typescript
npm install @composio/openai
```

#### Path 1, Step 2: Initialize Composio and Create Tool Router Session

Import and initialize Composio client, then create a Tool Router session
```python
from openai import OpenAI
from composio import Composio
from composio_openai import OpenAIResponsesProvider

composio = Composio(provider=OpenAIResponsesProvider())
openai = OpenAI()
session = composio.create(user_id='your-user-id')
```

```typescript
import OpenAI from 'openai';
import { Composio } from '@composio/core';
import { OpenAIResponsesProvider } from '@composio/openai';

const composio = new Composio({
  provider: new OpenAIResponsesProvider(),
});
const openai = new OpenAI({});
const session = await composio.create('your-user-id');
```

#### Path 1, Step 3: Execute Artificial Analysis Tools via Tool Router with Your Agent

Get tools from Tool Router session and execute Artificial Analysis actions with your Agent
```python
tools = session.tools
response = openai.responses.create(
  model='gpt-4.1',
  tools=tools,
  input=[{
    'role': 'user',
    'content': 'Compare GPT-4o, Claude 3.5 Sonnet, and Gemini 1.5 Pro by intelligence score, pricing, and latency.'
  }]
)
result = composio.provider.handle_tool_calls(
  response=response,
  user_id='your-user-id'
)
print(result)
```

```typescript
const tools = session.tools;
const response = await openai.responses.create({
  model: 'gpt-4.1',
  tools: tools,
  input: [{
    role: 'user',
    content: 'Compare GPT-4o, Claude 3.5 Sonnet, and Gemini 1.5 Pro by intelligence score, pricing, and latency.'
  }],
});
const result = await composio.provider.handleToolCalls(
  'your-user-id',
  response.output
);
console.log(result);
```

### Path 2: MCP Server Setup

#### Path 2, Step 1: Install Composio

Install the Composio SDK for Python or TypeScript
```python
pip install composio claude-agent-sdk
```

```typescript
npm install @composio/core ai @ai-sdk/openai @ai-sdk/mcp
```

#### Path 2, Step 2: Initialize Client and Create Tool Router Session

Import and initialize the Composio client, then create a Tool Router session for Artificial Analysis
```python
from composio import Composio
from claude_agent_sdk import ClaudeSDKClient, ClaudeAgentOptions

composio = Composio(api_key='your-composio-api-key')
session = composio.create(user_id='your-user-id')
url = session.mcp.url
```

```typescript
import { Composio } from '@composio/core';

const composio = new Composio({ apiKey: 'your-api-key' });
const session = await composio.create('your-user-id');
console.log(`Tool Router session created: ${session.mcp.url}`);
```

#### Path 2, Step 3: Connect to AI Agent

Use the MCP server with your AI agent (Anthropic Claude or Mastra)
```python
import asyncio

options = ClaudeAgentOptions(
    permission_mode='bypassPermissions',
    mcp_servers={
        'tool_router': {
            'type': 'http',
            'url': url,
            'headers': {
                'x-api-key': 'your-composio-api-key'
            }
        }
    },
    system_prompt='You are a helpful assistant with access to Artificial Analysis tools.',
    max_turns=10
)

async def main():
    async with ClaudeSDKClient(options=options) as client:
        await client.query('List the top language models by coding index and include their pricing and latency.')
        async for message in client.receive_response():
            if hasattr(message, 'content'):
                for block in message.content:
                    if hasattr(block, 'text'):
                        print(block.text)

asyncio.run(main())
```

```typescript
import { openai } from '@ai-sdk/openai';
import { experimental_createMCPClient as createMCPClient } from '@ai-sdk/mcp';
import { generateText } from 'ai';

const client = await createMCPClient({
  transport: {
    type: 'http',
    url: session.mcp.url,
    headers: {
      'x-api-key': 'your-composio-api-key',
    },
  },
});

const tools = await client.tools();
const { text } = await generateText({
  model: openai('gpt-4o'),
  tools,
  messages: [{
    role: 'user',
    content: 'List the top language models by coding index and include their pricing and latency.'
  }],
  maxSteps: 5,
});

console.log(`Agent: ${text}`);
```

## Why Use Composio?

### 1. AI Native Artificial Analysis Integration

- Supports both Artificial Analysis MCP and direct API based integrations
- Structured, LLM-friendly schemas for reliable benchmark and provider queries
- Rich coverage for comparing AI model scores, pricing, latency, throughput, and arena rankings

### 2. Managed Auth

- Secure API key handling without hard-coding Artificial Analysis credentials in your agent code
- Central place to manage, scope, and revoke Artificial Analysis access
- Per user and per environment credentials so your benchmark workflows stay clean and safe

### 3. Agent Optimized Design

- Tools are tuned so agents can ask clear questions like which model is fastest, cheapest, or strongest for coding
- Comprehensive execution logs so you always know what benchmark data was queried, when, and on whose behalf

### 4. Enterprise Grade Security

- Fine-grained RBAC so you control which agents and users can access Artificial Analysis
- Scoped, least privilege access to Artificial Analysis benchmark and provider data
- Full audit trail of agent actions to support review and compliance

## Use Artificial Analysis with any AI Agent Framework

Choose a framework you want to connect Artificial Analysis with:

- [OpenAI Agents SDK](https://composio.dev/toolkits/artificial_analysis/framework/open-ai-agents-sdk)
- [Claude Agent SDK](https://composio.dev/toolkits/artificial_analysis/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/artificial_analysis/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/artificial_analysis/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/artificial_analysis/framework/codex)
- [OpenClaw](https://composio.dev/toolkits/artificial_analysis/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/artificial_analysis/framework/hermes-agent)
- [Google ADK](https://composio.dev/toolkits/artificial_analysis/framework/google-adk)
- [LangChain](https://composio.dev/toolkits/artificial_analysis/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/artificial_analysis/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/artificial_analysis/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/artificial_analysis/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/artificial_analysis/framework/crew-ai)
- [Pydantic AI](https://composio.dev/toolkits/artificial_analysis/framework/pydantic-ai)
- [AutoGen](https://composio.dev/toolkits/artificial_analysis/framework/autogen)

## Related Toolkits

- [Composio](https://composio.dev/toolkits/composio) - Composio is an integration platform that connects AI agents with hundreds of business tools. It streamlines authentication and lets you trigger actions across services—no custom code needed.
- [Composio search](https://composio.dev/toolkits/composio_search) - Composio search is a unified web search toolkit spanning travel, e-commerce, news, financial markets, images, and more. It lets you and your apps tap into up-to-date web data from a single, easy-to-integrate service.
- [Perplexityai](https://composio.dev/toolkits/perplexityai) - Perplexityai delivers natural, conversational AI models for generating human-like text. Instantly get context-aware, high-quality responses for chat, search, or complex workflows.
- [Browser tool](https://composio.dev/toolkits/browser_tool) - Browser tool is a virtual browser integration that lets AI agents interact with the web programmatically. It enables automated browsing, scraping, and action-taking from any AI workflow.
- [Ai ml api](https://composio.dev/toolkits/ai_ml_api) - Ai ml api is a suite of AI/ML models for natural language and image tasks. It provides fast, scalable access to advanced AI capabilities for your apps and workflows.
- [Aivoov](https://composio.dev/toolkits/aivoov) - Aivoov is an AI-powered text-to-speech platform offering 1,000+ voices in over 150 languages. Instantly turn written content into natural, human-like audio for any application.
- [All images ai](https://composio.dev/toolkits/all_images_ai) - All-Images.ai is an AI-powered image generation and management platform. It helps you create, search, and organize images effortlessly with advanced AI capabilities.
- [Anthropic administrator](https://composio.dev/toolkits/anthropic_administrator) - Anthropic administrator is an API for managing Anthropic organizational resources like members, workspaces, and API keys. It helps you automate admin tasks and streamline resource management across your Anthropic organization.
- [Api labz](https://composio.dev/toolkits/api_labz) - Api labz is a platform offering a suite of AI-driven APIs and workflow tools. It helps developers automate tasks and build smarter, more efficient applications.
- [Apipie ai](https://composio.dev/toolkits/apipie_ai) - Apipie ai is an AI model aggregator offering a single API for accessing top AI models from multiple providers. It helps developers build cost-efficient, latency-optimized AI solutions without juggling multiple integrations.
- [Astica ai](https://composio.dev/toolkits/astica_ai) - Astica ai provides APIs for computer vision, NLP, and voice synthesis. Integrate advanced AI features into your app with a single API key.
- [Bigml](https://composio.dev/toolkits/bigml) - BigML is a machine learning platform that lets you build, train, and deploy predictive models from your data. Its intuitive interface and robust API make machine learning accessible and efficient.
- [Botbaba](https://composio.dev/toolkits/botbaba) - Botbaba is a platform for building, managing, and deploying conversational AI chatbots across messaging channels. It streamlines chatbot automation, making it easier to integrate AI into customer interactions.
- [Botpress](https://composio.dev/toolkits/botpress) - Botpress is an open-source platform for building, deploying, and managing chatbots. It helps teams automate conversations and deliver rich, interactive messaging experiences.
- [Chatbotkit](https://composio.dev/toolkits/chatbotkit) - Chatbotkit is a platform for building and managing AI-powered chatbots using robust APIs and SDKs. It lets you easily add conversational AI to your apps for better user engagement.
- [Cody](https://composio.dev/toolkits/cody) - Cody is an AI assistant built for businesses, trained on your company's knowledge and data. It delivers instant answers and insights, tailored for your team.
- [Context7 MCP](https://composio.dev/toolkits/context7_mcp) - Context7 MCP delivers live, version-specific code docs and examples right from the source. It helps developers and AI agents instantly retrieve authoritative programming info—no more out-of-date docs.
- [Customgpt](https://composio.dev/toolkits/customgpt) - CustomGPT.ai lets you build and deploy chatbots tailored to your own data and business needs. Get precise and context-aware AI conversations without writing code.
- [Datarobot](https://composio.dev/toolkits/datarobot) - Datarobot is a machine learning platform that automates model development, deployment, and monitoring. It empowers organizations to quickly gain predictive insights from large datasets.
- [Deepgram](https://composio.dev/toolkits/deepgram) - Deepgram is an AI-powered speech recognition platform for accurate audio transcription and understanding. It enables fast, scalable speech-to-text with advanced audio intelligence features.

## Frequently Asked Questions

### Do I need my own developer credentials to use Artificial Analysis with Composio?

Yes, Artificial Analysis requires you to configure your own API key. Once set up, Composio handles secure credential storage and API request handling for you.

### Can I use multiple toolkits together?

Yes! Composio's Tool Router enables agents to use multiple toolkits. [Learn more](https://docs.composio.dev/tool-router/overview).

### Is Composio secure?

Composio is SOC 2 and ISO 27001 compliant with all data encrypted in transit and at rest. [Learn more](https://trust.composio.dev).

### What if the API changes?

Composio maintains and updates all toolkit integrations automatically, so your agents always work with the latest API versions.

---
[See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)