---
canonical_url: "https://docs.composio.dev/toolkits/artificial_analysis"
markdown_url: "https://docs.composio.dev/toolkits/artificial_analysis.md"
product: "platform"
version: null
last_updated: null
---

# Artificial Analysis

Artificial Analysis provides independent benchmarks and analysis of AI models and API providers — intelligence, coding and math indices, pricing, latency and throughput performance, plus arena rankings for image, video, speech and music models.

- **Category:** developer tools
- **Auth:** API_KEY
- **Composio-managed OAuth available?** N/A
- **Tools:** 12
- **Triggers:** 0
- **Slug:** `ARTIFICIAL_ANALYSIS`
- **Version:** 20261014_00
- **Instant:** Supported on the latest version. Support varies by tool.

## Tools

### List Image-Editing Models (Arena)

**Slug:** `ARTIFICIAL_ANALYSIS_LIST_IMAGE_EDITING_MODELS`

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).

**Instant:** Supported on the latest version.

**Instant pricing:** $0.033 per successful request

#### Input Parameters

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `limit` | integer | No | Optional. Maximum number of models to return from the top of this ranked leaderboard (e.g. limit=10 for the top 10). Applied locally after the list is fetched — it is NOT sent to the API (which has no server-side limit / pagination). Omit to return the full list. |

#### Output

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `data` | string | Yes | Data from the action execution |
| `error` | string | No | Error if any occurred during the execution of the action |
| `successful` | boolean | Yes | Whether or not the action execution was successful or not |

### List Image-to-Video-with-Audio Models (Arena)

**Slug:** `ARTIFICIAL_ANALYSIS_LIST_IMAGE_TO_VIDEO_AUDIO_MODELS`

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.

**Instant:** Supported on the latest version.

**Instant pricing:** $0.033 per successful request

#### Input Parameters

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `limit` | integer | No | Optional. Maximum number of models to return from the top of this ranked leaderboard (e.g. limit=10 for the top 10). Applied locally after the list is fetched — it is NOT sent to the API (which has no server-side limit / pagination). Omit to return the full list. |

#### Output

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `data` | string | Yes | Data from the action execution |
| `error` | string | No | Error if any occurred during the execution of the action |
| `successful` | boolean | Yes | Whether or not the action execution was successful or not |

### List Image-to-Video Models (Arena)

**Slug:** `ARTIFICIAL_ANALYSIS_LIST_IMAGE_TO_VIDEO_MODELS`

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.

**Instant:** Supported on the latest version.

**Instant pricing:** $0.033 per successful request

#### Input Parameters

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `limit` | integer | No | Optional. Maximum number of models to return from the top of this ranked leaderboard (e.g. limit=10 for the top 10). Applied locally after the list is fetched — it is NOT sent to the API (which has no server-side limit / pagination). Omit to return the full list. |

#### Output

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `data` | string | Yes | Data from the action execution |
| `error` | string | No | Error if any occurred during the execution of the action |
| `successful` | boolean | Yes | Whether or not the action execution was successful or not |

### List Language Models (Intelligence & Pricing)

**Slug:** `ARTIFICIAL_ANALYSIS_LIST_LANGUAGE_MODELS`

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).

**Instant:** Supported on the latest version.

**Instant pricing:** $0.033 per successful request

#### Input Parameters

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `end` | integer | No | Optional. 0-indexed end of the result slice (exclusive), e.g. start=0, end=25 returns the first 25. Omit for the rest of the page. |
| `start` | integer | No | Optional. 0-indexed start of the result slice (inclusive). Omit to start at the first model. |
| `cursor` | string | No | Continuation cursor from a previous response's next_cursor (the next page number). Omit for the first page. Continue only when next_cursor is non-null and you need more results. Each call consumes one request from the connected key's tier-dependent daily quota. |

#### Output

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `data` | string | Yes | Data from the action execution |
| `error` | string | No | Error if any occurred during the execution of the action |
| `successful` | boolean | Yes | Whether or not the action execution was successful or not |

### List Instrumental Music Models (Arena)

**Slug:** `ARTIFICIAL_ANALYSIS_LIST_MUSIC_INSTRUMENTAL_MODELS`

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.

**Instant:** Supported on the latest version.

**Instant pricing:** $0.033 per successful request

#### Input Parameters

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `limit` | integer | No | Optional. Maximum number of models to return from the top of this ranked leaderboard (e.g. limit=10 for the top 10). Applied locally after the list is fetched — it is NOT sent to the API (which has no server-side limit / pagination). Omit to return the full list. |

#### Output

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `data` | string | Yes | Data from the action execution |
| `error` | string | No | Error if any occurred during the execution of the action |
| `successful` | boolean | Yes | Whether or not the action execution was successful or not |

### List Music-with-Vocals Models (Arena)

**Slug:** `ARTIFICIAL_ANALYSIS_LIST_MUSIC_WITH_VOCALS_MODELS`

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).

**Instant:** Supported on the latest version.

**Instant pricing:** $0.033 per successful request

#### Input Parameters

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `limit` | integer | No | Optional. Maximum number of models to return from the top of this ranked leaderboard (e.g. limit=10 for the top 10). Applied locally after the list is fetched — it is NOT sent to the API (which has no server-side limit / pagination). Omit to return the full list. |

#### Output

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `data` | string | Yes | Data from the action execution |
| `error` | string | No | Error if any occurred during the execution of the action |
| `successful` | boolean | Yes | Whether or not the action execution was successful or not |

### List Speech-to-Speech Models

**Slug:** `ARTIFICIAL_ANALYSIS_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).

**Instant:** Supported on the latest version.

**Instant pricing:** $0.033 per successful request

#### Input Parameters

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `limit` | integer | No | Optional. Maximum number of models to return from the top of this ranked leaderboard (e.g. limit=10 for the top 10). Applied locally after the list is fetched — it is NOT sent to the API (which has no server-side limit / pagination). Omit to return the full list. |

#### Output

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `data` | string | Yes | Data from the action execution |
| `error` | string | No | Error if any occurred during the execution of the action |
| `successful` | boolean | Yes | Whether or not the action execution was successful or not |

### List Speech-to-Text Models (WER)

**Slug:** `ARTIFICIAL_ANALYSIS_LIST_SPEECH_TO_TEXT_MODELS`

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).

**Instant:** Supported on the latest version.

**Instant pricing:** $0.033 per successful request

#### Input Parameters

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `limit` | integer | No | Optional. Maximum number of models to return from the top of this ranked leaderboard (e.g. limit=10 for the top 10). Applied locally after the list is fetched — it is NOT sent to the API (which has no server-side limit / pagination). Omit to return the full list. |

#### Output

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `data` | string | Yes | Data from the action execution |
| `error` | string | No | Error if any occurred during the execution of the action |
| `successful` | boolean | Yes | Whether or not the action execution was successful or not |

### List Text-to-Image Models (Arena)

**Slug:** `ARTIFICIAL_ANALYSIS_LIST_TEXT_TO_IMAGE_MODELS`

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).

**Instant:** Supported on the latest version.

**Instant pricing:** $0.033 per successful request

#### Input Parameters

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `limit` | integer | No | Optional. Maximum number of models to return from the top of this ranked leaderboard (e.g. limit=10 for the top 10). Applied locally after the list is fetched — it is NOT sent to the API (which has no server-side limit / pagination). Omit to return the full list. |

#### Output

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `data` | string | Yes | Data from the action execution |
| `error` | string | No | Error if any occurred during the execution of the action |
| `successful` | boolean | Yes | Whether or not the action execution was successful or not |

### List Text-to-Speech Models (Arena)

**Slug:** `ARTIFICIAL_ANALYSIS_LIST_TEXT_TO_SPEECH_MODELS`

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).

**Instant:** Supported on the latest version.

**Instant pricing:** $0.033 per successful request

#### Input Parameters

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `limit` | integer | No | Optional. Maximum number of models to return from the top of this ranked leaderboard (e.g. limit=10 for the top 10). Applied locally after the list is fetched — it is NOT sent to the API (which has no server-side limit / pagination). Omit to return the full list. |

#### Output

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `data` | string | Yes | Data from the action execution |
| `error` | string | No | Error if any occurred during the execution of the action |
| `successful` | boolean | Yes | Whether or not the action execution was successful or not |

### List Text-to-Video-with-Audio Models (Arena)

**Slug:** `ARTIFICIAL_ANALYSIS_LIST_TEXT_TO_VIDEO_AUDIO_MODELS`

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.

**Instant:** Supported on the latest version.

**Instant pricing:** $0.033 per successful request

#### Input Parameters

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `limit` | integer | No | Optional. Maximum number of models to return from the top of this ranked leaderboard (e.g. limit=10 for the top 10). Applied locally after the list is fetched — it is NOT sent to the API (which has no server-side limit / pagination). Omit to return the full list. |

#### Output

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `data` | string | Yes | Data from the action execution |
| `error` | string | No | Error if any occurred during the execution of the action |
| `successful` | boolean | Yes | Whether or not the action execution was successful or not |

### List Text-to-Video Models (Arena)

**Slug:** `ARTIFICIAL_ANALYSIS_LIST_TEXT_TO_VIDEO_MODELS`

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).

**Instant:** Supported on the latest version.

**Instant pricing:** $0.033 per successful request

#### Input Parameters

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `limit` | integer | No | Optional. Maximum number of models to return from the top of this ranked leaderboard (e.g. limit=10 for the top 10). Applied locally after the list is fetched — it is NOT sent to the API (which has no server-side limit / pagination). Omit to return the full list. |

#### Output

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `data` | string | Yes | Data from the action execution |
| `error` | string | No | Error if any occurred during the execution of the action |
| `successful` | boolean | Yes | Whether or not the action execution was successful or not |