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.
Verdict
Common use cases
- Compare LLM intelligence scores before vendor demos
- Estimate inference costs for a new chatbot feature
- Find the fastest image-editing model under budget
- Benchmark speech-to-text accuracy for transcription pipeline
- Track arena Elo rankings for music-generation models
Integration
- Vendor
- Artificial Analysis
- Category
- developer-tools
- Auth
- API_KEY
- Tools
- 12
- Composio slug
artificial_analysis
Tools
- 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).
- 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.
- 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.
- 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.
- 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
- 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).
- 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 qual
- 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).
- 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).
- 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).
- 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).
- 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.
Setup
Setup guide
- 11. In Switchy, open your workspace settings and navigate to the Integrations tab. 2. Search for Artificial Analysis and click Connect. 3. You'll be prompted to paste an API key — generate one at artificialanalysis.ai/account (free tier available; paid tiers unlock higher rate limits). 4. Paste the key into Switchy and click Authorize. 5. Switchy confirms the connection and lists the twelve tools now available. 6. Open any Project, type '@Artificial Analysis list language models with intelligence and pricing' in the chat, and send. 7. The MCP returns a table of LLMs with intelligence indices, cost per million tokens, and latency percentiles. 8. If the response includes a next_cursor value, pass it back in a follow-up prompt to fetch the next page of results.
What teammates see: by default, memories from Artificial Analysis are scoped to the Project (PROJECT visibility) - you can mark any memory PRIVATE or share it ORG-wide.
Works well with
Top models
Compatibility data appears once enough Projects have used this MCP together with a given model.
How Switchy teams use it
Starter prompts
Top Five LLMs by Intelligence
@Artificial Analysis list language models sorted by intelligence index, return the top five with pricing and latency data.Open in a Project →
Image-Editing Model Leaderboard
@Artificial Analysis list image-editing models ranked by arena Elo score, include 95% confidence intervals.Open in a Project →
Speech-to-Text Accuracy Comparison
@Artificial Analysis list speech-to-text models with overall word-error-rate index, sorted from lowest to highest.Open in a Project →
Music Generation Arena Rankings
@Artificial Analysis list instrumental music models and music-with-vocals models from the arena, include Elo scores.Open in a Project →
Budget-Friendly Video Models
@Artificial Analysis list image-to-video models ranked by arena Elo, I need to compare quality for a prototype.Open in a Project →