Claude Opus 4.6 vs GPT-5 on Multi-Step Reasoning: Where Each One Starts to Fail

Both models handle simple reasoning well. The gap opens when tasks have multiple dependent steps — and the failure type is different for each one. Key Takeaways Neither model dominates multi-step re