Benchmarks

Find the tests behind the rankings.

Browse by category

• Coding — Writing code, fixing bugs and working in real repositories.
• Math & reasoning — Mathematical problems, logic and multi-step reasoning.
• Knowledge & language — Facts, reading comprehension and multilingual understanding.
• Agents & tools — Using tools, browsing the web and completing tasks.
• Vision & multimodal — Understanding images, documents, audio and video.
• Science & specialist knowledge — Scientific questions and professional expertise.
• Safety & factuality — Reliable answers, hallucinations and harmful requests.
• Writing & social intelligence — Creative writing, conversation and emotional understanding.
• Games & puzzles — Chess, strategy and interactive problem solving.
• Human preference — Head-to-head comparisons judged by people.
• Leaderboards & aggregators — Broad evaluation suites and combined leaderboards.

Browse all benchmarks · Frontier signal · Our benchmarks · Build a ranking

Interactive version: theaggregate.ai/benchmarks · How It Works · Data refreshed daily, snapshot 2026-10-20.