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The specific thinking skill that makes larger AI models outperform smaller ones

Larger models consistently outperform smaller ones on constraint-heavy problems, with Qwen3-32B beating Qwen3-8B by 6.43% and GPT-OSS-120B beating GPT-OSS-20B by 7.38%.

Why it mattersKnowing which reasoning type reliably favors bigger models helps developers pick the right model size and design AI systems that play to each model's strengths.