This is the daily update of the Hugging Face Official Benchmarks map, which reads every Hugging Face official benchmark leaderboard straight from the public API.
As of 2026-10-20 (KST): 49 official benchmarks, 1,107 leaderboard entries.
| Rank | Organization | #1 spots |
|---|---|---|
| 1 | FINAL-Bench | 11 |
| 2 | inclusionAI | 4 |
| 3 | zai-org | 4 |
| 4 | XiaomiMiMo | 3 |
| 5 | deepseek-ai | 3 |
| 6 | MiniMaxAI | 2 |
| 7 | moonshotai | 2 |
| 8 | ornith-ai | 2 |
| 9 | Edge0 | 1 |
| 10 | KDLAI | 1 |
| Benchmark | #1 model | Score | Entries |
|---|---|---|---|
| [MMLU-Pro](https://huggingface.co/datasets/TIGER-Lab/MMLU-Pro) | FINAL-Bench/Darwin-180B-RSI | 88.12 | 142 |
| [gpqa](https://huggingface.co/datasets/Idavidrein/gpqa) | FINAL-Bench/Darwin-180B-RSI | 94.44 | 115 |
| [hle](https://huggingface.co/datasets/cais/hle) | deepseek-ai/DeepSeek-V4.1-Flash | 63.9 | 95 |
| [SWE-bench_Verified](https://huggingface.co/datasets/SWE-bench/SWE-bench_Verified) | ornith-ai/Ornith-1.5-397B | 86 | 68 |
| [open-asr-leaderboard](https://huggingface.co/datasets/hf-audio/open-asr-leaderboard) | Edge0/ARK-ASR-3B | 4.76 | 63 |
| [WildClawBench](https://huggingface.co/datasets/internlm/WildClawBench) | Qwen/Qwen3.8-2.4T-A95B | 708 | 51 |
| [SWE-bench_Pro](https://huggingface.co/datasets/ScaleAI/SWE-bench_Pro) | inclusionAI/Ling-3.1-flash | 68.74 | 47 |
| [terminal-bench-2.0](https://huggingface.co/datasets/harborframework/terminal-bench-2.0) | mindlab-research/Macaron-V1-Venti | 87.6 | 40 |
| [terminal-bench-2.1](https://huggingface.co/datasets/harborframework/terminal-bench-2.1) | deepseek-ai/DeepSeek-V4.1-Flash | 90.6 | 37 |
| [ParseBench](https://huggingface.co/datasets/llamaindex/ParseBench) | KDLAI/KDL-Frontier-Parser-nano | 76.36 | 34 |
| [SWE-bench_Multilingual](https://huggingface.co/datasets/SWE-bench/SWE-bench_Multilingual) | inclusionAI/Ling-3.1-flash | 88.5 | 28 |
| [aime_2026](https://huggingface.co/datasets/MathArena/aime_2026) | FINAL-Bench/Darwin-180B-RSI | 100 | 27 |
| [deep-swe](https://huggingface.co/datasets/datacurve/deep-swe) | deepseek-ai/DeepSeek-V4.1-Flash | 74.2 | 25 |
| [ScreenSpot-Pro](https://huggingface.co/datasets/likaixin/ScreenSpot-Pro) | meta-models/Muse-Glimmer-30B | 75.4 | 24 |
| [Claw-Eval](https://huggingface.co/datasets/claw-eval/Claw-Eval) | ornith-ai/Ornith-1.5-397B | 81.4 | 23 |
| [olmOCR-bench](https://huggingface.co/datasets/allenai/olmOCR-bench) | SoMarkAI/OXR-1.0 | 87.84 | 22 |
| [hmmt_feb_2026](https://huggingface.co/datasets/MathArena/hmmt_feb_2026) | FINAL-Bench/Darwin-180B-RSI | 100 | 20 |
| [gsm8k](https://huggingface.co/datasets/openai/gsm8k) | XiaomiMiMo/MiMo-V2.5-Pro | 99.6 | 19 |
| [Toolathlon](https://huggingface.co/datasets/hkust-nlp/Toolathlon) | XiaomiMiMo/MiMo-V2.6-Pro-RL | 76.9 | 18 |
| [Real5-OmniDocBench](https://huggingface.co/datasets/PaddlePaddle/Real5-OmniDocBench) | PaddlePaddle/PaddleOCR-VL-1.6 | 93.19 | 17 |
| [MDPBench](https://huggingface.co/datasets/Delores-Lin/MDPBench) | FINAL-Bench/Darwin-180B-RSI | 83.65 | 15 |
| [RedlineBench](https://huggingface.co/datasets/crosbylegal/RedlineBench) | crosbylegal/gemini-4-argon | 59.5 | 14 |
| [apex-agents](https://huggingface.co/datasets/mercor/apex-agents) | moonshotai/Kimi-K3 | 41 | 13 |
| [skillsbench](https://huggingface.co/datasets/benchflow/skillsbench) | inclusionAI/Ling-3.1-flash | 68.7 | 12 |
| [LEXam-hard](https://huggingface.co/datasets/joelniklaus/LEXam-hard) | FINAL-Bench/Darwin-180B-RSI | 45.72 | 12 |
| [ExtractBench](https://huggingface.co/datasets/llamaindex/ExtractBench) | FINAL-Bench/Darwin-180B-RSI-R3 | 90.29 | 11 |
| [MMMU_Pro](https://huggingface.co/datasets/MMMU/MMMU_Pro) | FINAL-Bench/Darwin-180B-RSI | 79.48 | 11 |
| [LEXam](https://huggingface.co/datasets/LEXam-Benchmark/LEXam) | FINAL-Bench/Darwin-180B-RSI | 68.94 | 10 |
| [yc-bench](https://huggingface.co/datasets/collinear-ai/yc-bench) | MiniMaxAI/MiniMax-M3 | 2100000 | 10 |
| [Vaani-Benchmark-V1.0](https://huggingface.co/datasets/ARTPARK-IISc/Vaani-Benchmark-V1.0) | gnani/gnani | 13 | 10 |
| [Long-Horizon-Terminal-Bench](https://huggingface.co/datasets/IntelligenceLab/Long-Horizon-Terminal-Bench) | moonshotai/Kimi-K3 | 6 | 9 |
| [typed-decisions](https://huggingface.co/datasets/LocalLLaMA/typed-decisions) | FINAL-Bench/Darwin-27B-ZTC-v5 | 0.812 | 8 |
| [agents-last-exam](https://huggingface.co/datasets/agents-last-exam/agents-last-exam) | XiaomiMiMo/MiMo-V2.6-Pro-RL | 31.6 | 8 |
| [WBench](https://huggingface.co/datasets/meituan-longcat/WBench) | robbyant/lingbot-world-fast | 78.8 | 8 |
| [ResearchClawBench](https://huggingface.co/datasets/InternScience/ResearchClawBench) | zai-org/GLM-5.2 | 20.709230769230768 | 7 |
| [Video-MME-v2](https://huggingface.co/datasets/MME-Benchmarks/Video-MME-v2) | MiniMaxAI/MiniMax-M3 | 85.4 | 7 |
| [ifstruct-v1.0](https://huggingface.co/datasets/LiquidAI/ifstruct-v1.0) | FINAL-Bench/Darwin-180B-RSI | 98.95 | 6 |
| [terminal-bench](https://huggingface.co/datasets/harborframework/terminal-bench) | inclusionAI/Ling-3.1-flash | 46.03 | 6 |
| [EvasionBench](https://huggingface.co/datasets/FutureMa/EvasionBench) | zai-org/GLM-4.7 | 82.91 | 5 |
| [chi-bench](https://huggingface.co/datasets/actava/chi-bench) | zai-org/GLM-5.1 | 18.7 | 3 |
| [arguana](https://huggingface.co/datasets/mteb/arguana) | google/embeddinggemma-300m | 71.535 | 3 |
| [APEX-v1-extended](https://huggingface.co/datasets/mercor/APEX-v1-extended) | zai-org/GLM-4.7 | 51.7 | 2 |
| vlabench_primitive_ft_lerobot_video | nvidia/GR00T-N1-2B | 39.7 | 1 |
| BRIGHT | mteb/baseline-bm25s | 0.11 | 1 | Most leaderboard entries are self-reported by model authors, and evaluation settings differ between submissions (sampling, voting, thinking budget). An entry is marked verified only where Hugging Face marks it so. Ties at rank 1 count for each tied organization.
Disclosure: QuantID is a technology partner of VIDRAFT, whose FINAL-Bench organization appears in these rankings. This post reports the public leaderboard data as published on Hugging Face; it is not an independent evaluation.
source & further reading
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