Intelligence index
Outperforms 52% of compared models

Claude Sonnet 4 significantly enhances the capabilities of its predecessor, Sonnet 3.7, excelling in both coding and reasoning tasks with improved precision and controllability. Achieving state-of-the-art performance on SWE-bench (72.7%), Sonnet 4 balances capability and computational efficiency, making it suitable for a broad range of applications from routine coding tasks to complex software development projects. Key enhancements include improved autonomous codebase navigation, reduced error rates in agent-driven workflows, and increased reliability in following intricate instructions. Sonnet 4 is optimized for practical everyday use, providing advanced reasoning capabilities while maintaining efficiency and responsiveness in diverse internal and external scenarios.
Read more at the blog post here
Outperforms 52% of compared models
Outperforms 35% of compared models
Elo scores and win rates across design and agent tasks.
1078Elo
Win rate 51.1%
1140Elo
Win rate 57.8%
1142Elo
Win rate 54.8%
1159Elo
Win rate 56.5%
1130Elo
Win rate 57.9%
1143Elo
Win rate 53.4%
1147Elo
Win rate 52.4%