Artificial Analysis

Artificial Analysis is an independent platform that compares and analyzes AI models and API hosting providers. It provides benchmarks across key metrics including model quality, pricing, output speed, and latency. The platform features intelligence indexes, cost calculators, and personalized model recommendations to help users choose the best model and provider for their use case.

• Intelligence Index v4.1.1 incorporating multiple evaluations such as GDPval-AA v2, 𝜏³-Banking, Terminal-Bench v2.1, SciCode, Humanity's Last Exam, GPQA Diamond, CritPt, AA-Omnisci
• Endpoint Accuracy Index to measure whether provider endpoints serve the same model quality as the reference
• Speed benchmarks tracking output tokens per second
• Cost per Task and Cost per Intelligence Index Task calculations measuring weighted average cost in USD
• Personalized model recommender based on user priorities for intelligence, speed, and cost
• Arenas and leaderboards for models, coding agents, speech, image, video, and inference
• Data Playground, Table Builder, Data Export, and API and Databook downloads on premium plans

Pros

• Provides independent evaluations across multiple performance metrics such as quality, price, output speed, and latency
• Offers granular cost tracking split by input, cache hit, cache write, reasoning, and answer token prices
• Includes a personalized model recommender to match models to user priorities
• Maintains transparency with public methodology updates and a detailed changelog

Cons

• Pricing involves paid tiers starting at $417 per month per seat for small organizations, alongside custom enterprise pricing
• Certain open weights models carry commercial use restrictions that require obtaining a paid license
• External use or data redistribution requires contacting the platform directly

Artificial Analysis fits decision-makers, individuals, and organizations looking to understand the AI landscape and compare models, inference providers, and hardware across performance and cost. It suits teams building applications with AI APIs who need data on speed and pricing. It is a poor fit for users who do not require benchmark analytics or enterprise data exports.

The platform utilizes a freemium model with a free tier and paid plans above it. The Pro plan is priced at $417 per month per seat, or discounted with yearly billing, offering data and insights, API access, data export, custom charts, and email support for small organizations. The Enterprise tier features tailored solutions with custom pricing for organizations with 150+ employees, including highest API rate limits, compute market model access, workshops, education, and dedicated support.

Unlike standard model directories, Artificial Analysis operates as an independent benchmarking platform that evaluates both models and API hosting providers using weighted performance metrics. It combines traditional intelligence evaluations with concrete cost-per-task calculations and speed metrics rather than relying solely on static model descriptions. Furthermore, it tracks endpoint accuracy to measure whether specific API providers deliver the same quality as the reference model.

The platform tracks and benchmarks language models, coding agents, speech, image, video, and music media models, alongside language model provider data and API integrations for data export.