Deep Reasoning Leaderboard: Code Architecture & Complex Logic

This list covers high-cost, high-accuracy models built for the hardest software problems. These models excel at deep reasoning across large codebases, diagnosing complex bugs, designing architecture, and solving tasks where shallow reasoning breaks down. Items are selected based on depth of analysis, reliability under ambiguity, and performance on long, multi-step coding challenges.