Artificial Analysis

Artificial Analysis is a dedicated platform that provides independent, data-driven comparisons and evaluations of AI models and API hosting providers. The service focuses on delivering transparent, objective benchmarks across critical performance metrics such as model intelligence, output speed (measured in tokens per second), price, and latency. Users can explore a wide range of AI models—including those used for text generation, coding, speech, image, video, and music—and compare them against each other under standardized conditions. The platform covers both proprietary models (such as Claude, GPT, Gemini, and Grok) and open-source alternatives (like DeepSeek and Nemotron), offering side-by-side performance data to help developers, researchers, and businesses choose the most suitable tool for their specific use case. One of the core features is the Intelligence Index, which ranks models based on their reasoning and problem-solving capabilities. This index is updated regularly to reflect the latest model releases and improvements. In addition to intelligence, Artificial Analysis tracks output speed—measured in tokens per second—to indicate how quickly a model can generate content, which is critical for real-time applications like chatbots, code assistants, and interactive tools. Price comparisons are also included, showing cost per million tokens for both input and output, enabling users to evaluate cost-efficiency alongside performance. Latency measurements further help in understanding response times for each provider and model variant. The platform also features specialized benchmarks, such as the Coding Agent Benchmarks, which assess how well models perform on software development tasks including code generation, debugging, and test writing. For each model, users c