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8 LLMs, 480 Questions, 1 Kaggle Benchmark: Who Can Explain a Traffic Drop?

Community description: This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked ...

Dev.to | Sep 27, 2026 | Nishikanta Ray

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Reasoning on vs. off, same model: Grok 4. 20 with and without reasoning. The same model without reasoning got 35%. Synthetic data, one run per model, all through Kaggle's model proxy.

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