Claude Sonnet 4.5 vs GPT-4o for Code Generation: Which AI Model Wins in 2024?
Claude Sonnet 4.5 vs GPT-4o for Code Generation: Which AI Model Wins in 2024? The debate over which AI model writes better code isn’t just academic—it’s a daily productivity question for millions of developers. In head-to-head benchmarks from August 2024, Claude Sonnet 4.5 scored 72.4% on HumanEval, while GPT-4o edged ahead at 76.8%. But raw benchmark numbers only tell part of the story. When you actually sit down to build a feature, debug a legacy system, or refactor a messy codebase, the two models feel remarkably different. I spent three weeks testing both across real-world scenarios to give you a practical breakdown. ...