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IQ Dimensions

Overview

IQ

Abstract Reasoning Mathematical Reasoning Academic Reasoning Programmatic Reasoning Computer Use Reliability

Benchmarks

Domains

Overview

Specialized Work

Biotechnology Cybersecurity Machine Learning Software Engineering WebDev & Design Emotional Reasoning (EQ) Writing

Tradeoffs

Overview

By Axis

Cost Speed

3D / Animated

Docs

Overview

Documentation

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Software Engineering Benchmarks

Applied performance on real repositories, economically valuable engineering work, and long-horizon implementation

Rankings

AI IQ Leaderboard AI Models IQ Dimensions AI Benchmarks All Charts

Dimensions

Abstract Reasoning Mathematical Reasoning Academic Reasoning Programmatic Reasoning Computer Use Reliability

Domains & Tradeoffs

Biotechnology AI Cybersecurity AI Machine Learning AI Software Engineering WebDev & Design Emotional Reasoning (EQ) Model Tradeoffs AI Model Costs AI Model Speed

Resources

Docs Methodology API Reference About AI IQ Privacy choices Newsletter

AI IQ — Model IQ, measured

AI IQ ranks frontier AI models on a human IQ scale using source-backed benchmarks across reasoning, coding, computer use, and reliability — with cost, speed, and domain leaderboards updated as new models ship.

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