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Stephen Moore
shootstuff
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SuperCLUE’s November 2026 results highlight why category scores matter when choosing a model. Across the 19 published entries, here are the highest displayed scores in each category, followed by the leader among models labeled open: • Agentic coding: GPT-6.1-Sol (69.23); open: DeepSeek-V4.1-Flash-1017 (65.38). • Mathematical and scientific reasoning: GPT-6.1-Sol (76.32); open: Darwin-180B-RSI-R3 (73.68). • Hallucination control: Gemini-4-Argon (83.19); open: Kimi-K3.1-Pro (67.78). • Precise instruction following: Gemini-4-Argon and GPT-6.1-Sol (68.97 each); open: Kimi-K3.1-Pro (44.83). • Ultra-long context: Gemini-4-Argon (95.63); open: Kimi-K3.1-Pro (87.25). On the overall leaderboard, Gemini-4-Argon (73.62) and GPT-6.1-Sol (71.76) have the highest displayed scores, but neither has an official rank number. Kimi-K3.1-Pro (61.46) holds official rank No. 1 and leads the open models overall, followed by DeepSeek-V4.1-Flash-1017 (58.95, official No. 2) and GLM-5.3 (50.66, official No. 3). These comparisons include entries whose official rank is “-”. Among officially ranked open models only, DeepSeek leads mathematical and scientific reasoning at 71.05. “Open” follows SuperCLUE’s classification, not an independent license review. Scores are benchmark points, not error rates; small differences and results from a Chinese-language-focused evaluation need validation on your own workloads. Detailed evaluation settings and the aggregation formula were not verified for this summary. Read the full breakdown: https://huggingface.co/blog/FINAL-Bench/superclue-november-2026-category-leaders-open-mode Source: SuperCLUE results released November 5, 2026 https://www.superclueai.com/homepage Official November data: https://www.superclueai.com/data/generalboard/2026%E5%B9%B411%E6%9C%88.xlsx
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shootstuff
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shootstuff/SYS2RReasoning-100000
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Mar 26
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shootstuff/emotion
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Feb 23
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