Upload ugi-leaderboard-data.csv

ugi-leaderboard-data.csv

@@ -1087,3 +1087,45 @@ huihui-ai/Huihui-Qwen3.5-27B-abliterated (no thinking),https://huggingface.co/hu
 huihui-ai/Huihui-Qwen3.5-27B-abliterated (<think> prefill),https://huggingface.co/huihui-ai/Huihui-Qwen3.5-27B-abliterated,2/27/2026,3/15/2026,chatml w/ <think> prefill,27.0,27.0,27.0,True,False,False,33.98,47.19,27.03,4.1,1.9,2.5,8.8,9.0,8.5,23.05,41.68,8.97,18.51,27.03,0.2151,0.1202,0.2059,0.148,0.2362,-29.0%,66.3%,45.3%,50.7%,63.2%,47.9%,64.2%,47.9%,26.9%,48.1%,26.0%,56.2%,53.5%,42.3%,52.5%,64.6%,72.5%,Liberalism,True,9799,2,Qwen3_5ForConditionalGeneration,22.4,0.65,12.5,8.2,0.285,10.0,74.0,0.866,0.428,0.294,1.563,0.73,0.303,57.3,9422.0,133.3,24.9,1.7,0.6
 Bobi099/Qwen3.5-27B-heretic (no thinking),https://huggingface.co/Bobi099/Qwen3.5-27B-heretic,2/28/2026,3/15/2026,chatml w/ no thinking,27.0,27.0,27.0,True,False,False,38.12,50.67,26.0,3.5,1.8,2.8,10.0,10.0,10.0,27.47,32.84,16.21,33.35,26.0,0.3817,0.2045,0.3887,0.4113,0.2813,-16.0%,64.4%,48.0%,44.0%,60.8%,41.9%,61.5%,47.3%,32.7%,42.1%,31.9%,51.9%,44.4%,35.8%,58.3%,57.7%,66.5%,Liberalism,False,0,2,Qwen3_5ForConditionalGeneration,39.1,0.75,12.9,6.3,0.34,18.0,94.0,0.823,0.444,0.321,1.427,0.579,0.301,38.2,6183.0,98.8,21.33,2.0,1.8
 Bobi099/Qwen3.5-27B-heretic (<think> prefill),https://huggingface.co/Bobi099/Qwen3.5-27B-heretic,2/28/2026,3/15/2026,chatml w/ <think> prefill,27.0,27.0,27.0,True,False,False,40.65,54.37,31.56,5.3,1.5,3.4,10.0,10.0,10.0,35.49,50.23,21.72,34.53,31.56,0.3497,0.1631,0.4951,0.432,0.2865,-20.1%,65.2%,46.2%,43.7%,63.2%,42.3%,64.8%,45.6%,32.9%,42.3%,29.2%,49.4%,51.5%,30.2%,58.1%,59.0%,72.5%,Liberalism,True,13247,8,Qwen3_5ForConditionalGeneration,26.7,0.72,11.9,6.2,0.299,15.0,80.0,0.843,0.421,0.31,1.417,0.469,0.291,40.9,7439.0,85.6,21.13,2.3,2.7
+huihui-ai/Huihui-Qwen3.5-35B-A3B-abliterated (no thinking),https://huggingface.co/huihui-ai/Huihui-Qwen3.5-35B-A3B-abliterated,2/27/2026,3/15/2026,chatml w/ no thinking,3.0,35.0,35.0,True,False,False,26.28,31.66,9.99,1.2,0.6,1.3,7.5,7.0,8.0,16.49,21.54,8.97,18.96,9.99,0.2564,0.2352,0.1714,0.1127,0.1722,-14.4%,59.2%,46.8%,52.0%,51.0%,40.8%,69.0%,50.2%,31.9%,56.2%,34.4%,56.9%,51.5%,47.7%,29.0%,51.9%,72.3%,Centrism,False,0,0,Qwen3_5MoeForConditionalGeneration,31.7,0.6,12.6,9.7,0.284,11.0,91.0,0.852,0.464,0.304,1.93,0.384,0.243,51.1,5487.0,143.7,25.78,0.1,0.3
+huihui-ai/Huihui-Qwen3.5-35B-A3B-abliterated (<think> prefill),https://huggingface.co/huihui-ai/Huihui-Qwen3.5-35B-A3B-abliterated,2/27/2026,3/15/2026,chatml w/ <think> prefill,3.0,35.0,35.0,True,False,False,36.4,31.41,8.36,1.2,0.9,0.5,7.8,7.0,8.5,22.26,35.06,19.66,12.05,8.36,0.1679,0.1473,0.0893,0.0664,0.1315,-19.9%,59.9%,43.6%,50.3%,49.0%,51.0%,67.1%,49.0%,38.1%,58.1%,24.0%,46.2%,58.1%,46.5%,25.2%,51.7%,70.0%,Liberalism,True,9845,1,Qwen3_5MoeForConditionalGeneration,17.9,0.62,13.6,10.6,0.24,9.0,88.0,0.847,0.417,0.273,1.973,0.816,0.209,66.8,8059.0,184.3,27.5,0.7,0.3
+llmfan46/Qwen3.5-35B-A3B-heretic-v2 (no thinking),https://huggingface.co/llmfan46/Qwen3.5-35B-A3B-heretic-v2,3/3/2026,3/15/2026,chatml w/ no thinking,3.0,35.0,35.0,True,False,False,37.17,33.76,14.39,2.9,0.5,1.4,7.2,9.0,5.5,25.27,32.84,12.41,30.57,14.39,0.3568,0.1576,0.4075,0.3731,0.2333,-7.2%,53.3%,50.0%,49.6%,52.1%,45.4%,60.0%,55.4%,45.8%,53.8%,40.6%,52.3%,47.3%,49.2%,46.5%,51.7%,58.1%,Centrism,False,0,7,Qwen3_5MoeForConditionalGeneration,42.2,0.75,12.7,6.1,0.331,15.0,89.0,0.829,0.446,0.321,1.463,0.45,0.209,40.3,7643.0,96.3,21.72,3.4,4.1
+llmfan46/Qwen3.5-35B-A3B-heretic-v2 (<think> prefill),https://huggingface.co/llmfan46/Qwen3.5-35B-A3B-heretic-v2,3/3/2026,3/15/2026,chatml w/ <think> prefill,3.0,35.0,35.0,True,False,False,42.34,49.64,24.45,5.3,1.5,1.3,10.0,10.0,10.0,34.25,51.01,18.97,32.76,24.45,0.2851,0.1467,0.6053,0.3478,0.2533,-10.5%,60.6%,50.1%,40.5%,60.9%,40.6%,58.5%,49.6%,41.5%,43.1%,33.8%,42.9%,42.7%,35.8%,55.4%,56.7%,70.6%,Liberalism,True,14008,9,Qwen3_5MoeForConditionalGeneration,22.9,0.71,12.3,6.2,0.285,12.0,75.0,0.844,0.411,0.295,1.463,0.528,0.262,47.5,8085.0,73.7,21.98,3.9,3.7
+NoesisLab/Kai-30B-Instruct,https://huggingface.co/NoesisLab/Kai-30B-Instruct,3/4/2026,3/15/2026,chatml,30.0,30.0,30.0,True,False,False,20.93,22.95,14.43,2.4,1.2,1.1,4.0,6.0,2.0,19.19,24.7,8.62,24.25,14.43,0.0484,0.1811,0.1369,0.6558,0.1903,-13.3%,63.3%,46.9%,45.8%,54.6%,43.5%,62.3%,46.7%,36.5%,41.2%,32.3%,53.3%,41.9%,42.1%,51.5%,54.6%,57.7%,Liberalism,False,0,0,Qwen2ForCausalLM,39.2,0.96,11.8,6.2,0.354,30.0,44.0,0.876,0.514,0.312,1.603,0.131,0.127,133.0,6836.0,157.0,19.08,2.0,2.2
+darkc0de/XORTRON.CriminalComputing.Q35xC46 (no thinking),https://huggingface.co/darkc0de/XORTRON.CriminalComputing.Q35xC46,3/1/2026,3/15/2026,chatml w/ no thinking,27.0,27.0,27.0,True,False,False,35.75,28.6,26.64,4.1,2.1,2.1,3.2,5.0,1.5,23.42,25.18,11.72,33.36,26.64,0.472,0.1452,0.3573,0.3251,0.3682,-21.8%,68.1%,48.3%,45.2%,63.7%,43.8%,63.1%,51.7%,26.7%,40.6%,28.5%,54.0%,48.5%,33.1%,57.7%,60.0%,73.3%,Liberalism,False,0,0,Qwen3_5ForConditionalGeneration,44.0,0.86,13.0,5.3,0.34,25.0,45.0,0.838,0.457,0.301,1.293,0.538,0.365,31.7,8151.0,103.4,22.23,2.2,1.8
+darkc0de/XORTRON.CriminalComputing.Q35xC46 (<think> prefill),https://huggingface.co/darkc0de/XORTRON.CriminalComputing.Q35xC46,3/1/2026,3/15/2026,chatml w/ <think> prefill,27.0,27.0,27.0,True,False,False,40.47,39.43,16.65,1.8,1.9,1.3,8.5,8.0,9.0,22.7,32.68,8.97,26.46,16.65,0.2505,0.098,0.3901,0.3119,0.2726,-16.4%,63.5%,47.4%,46.9%,57.5%,49.4%,60.4%,51.9%,37.3%,38.8%,33.5%,49.2%,54.2%,37.3%,49.6%,56.5%,66.5%,Liberalism,True,3722,3,Qwen3_5ForConditionalGeneration,47.0,0.87,14.4,6.9,0.325,15.0,28.0,0.879,0.428,0.259,1.397,0.519,0.253,51.9,10983.0,98.7,22.38,2.4,2.3
+MuXodious/Qwen3.5-4B-ARA-heresy (no thinking),https://huggingface.co/MuXodious/Qwen3.5-4B-ARA-heresy,3/7/2026,3/15/2026,chatml w/ no thinking,4.0,4.0,4.0,True,False,False,31.03,29.28,11.42,1.2,1.5,0.6,6.5,7.0,6.0,14.24,21.67,1.72,19.32,11.42,0.0868,0.1659,0.1527,0.3812,0.1792,-15.1%,58.7%,50.3%,51.2%,56.9%,47.1%,56.5%,54.4%,49.0%,38.5%,36.5%,51.9%,52.3%,49.4%,46.7%,57.1%,66.9%,Liberalism,False,0,0,Qwen3_5ForConditionalGeneration,41.9,0.78,13.4,6.5,0.319,20.0,79.0,0.824,0.451,0.308,1.63,0.17,0.127,97.3,7337.0,150.5,21.63,4.3,3.2
+MuXodious/Qwen3.5-4B-ARA-heresy (<think> prefill),https://huggingface.co/MuXodious/Qwen3.5-4B-ARA-heresy,3/7/2026,3/15/2026,chatml w/ <think> prefill,4.0,4.0,4.0,True,False,False,27.78,40.43,19.4,2.4,1.5,2.1,8.2,7.0,9.5,22.39,31.73,7.93,27.52,19.4,0.3839,0.1381,0.2744,0.4478,0.1316,-17.6%,67.4%,48.6%,44.2%,61.7%,35.6%,64.2%,45.6%,34.2%,32.1%,31.7%,43.1%,50.2%,39.4%,52.5%,61.5%,71.0%,Liberalism,True,17001,4,Qwen3_5ForConditionalGeneration,26.1,0.75,11.4,5.1,0.313,13.0,59.0,0.831,0.426,0.327,1.631,0.42,0.081,38.0,8473.0,117.5,20.98,3.3,3.4
+MuXodious/Qwen3.5-4B-SOMPOA-heresy (no thinking),https://huggingface.co/MuXodious/Qwen3.5-4B-SOMPOA-heresy,3/7/2026,3/15/2026,chatml w/ no thinking,4.0,4.0,4.0,True,False,False,28.88,29.28,10.17,1.2,1.3,0.6,6.8,8.0,5.5,13.84,24.28,1.72,15.52,10.17,0.106,0.169,0.1604,0.097,0.2438,-15.1%,59.1%,49.2%,50.6%,55.7%,48.1%,57.5%,53.1%,53.3%,32.7%,36.7%,45.8%,55.2%,50.8%,44.2%,58.8%,64.2%,Liberalism,False,0,1,Qwen3_5ForConditionalGeneration,40.2,0.78,13.2,6.4,0.307,20.0,71.0,0.82,0.453,0.308,1.623,0.071,0.23,87.1,7229.0,147.6,26.27,4.4,3.4
+MuXodious/Qwen3.5-4B-SOMPOA-heresy (<think> prefill),https://huggingface.co/MuXodious/Qwen3.5-4B-SOMPOA-heresy,3/7/2026,3/15/2026,chatml w/ <think> prefill,4.0,4.0,4.0,True,False,False,27.21,39.01,13.51,1.8,1.5,0.8,9.0,8.0,10.0,21.66,37.68,5.17,22.12,13.51,0.1785,0.1202,0.5402,0.0823,0.1848,-17.2%,65.1%,49.2%,44.0%,63.3%,44.0%,68.3%,60.0%,36.9%,37.1%,30.6%,44.0%,50.0%,38.1%,57.3%,59.4%,73.3%,Liberalism,True,16540,11,Qwen3_5ForConditionalGeneration,26.2,0.73,11.5,5.4,0.31,19.0,64.0,0.828,0.424,0.317,1.587,0.48,0.182,64.3,9422.0,80.6,26.8,3.0,3.6
+MuXodious/Qwen3.5-27B-tainted-heresy (no thinking),https://huggingface.co/MuXodious/Qwen3.5-27B-tainted-heresy,2/28/2026,3/15/2026,chatml w/ no thinking,27.0,27.0,27.0,True,False,False,37.63,47.78,25.42,3.5,1.8,2.6,9.2,9.0,9.5,27.42,34.42,13.45,34.39,25.42,0.4076,0.239,0.4121,0.3978,0.2629,-21.7%,68.7%,46.5%,41.0%,65.5%,43.1%,66.5%,49.2%,28.5%,38.1%,27.3%,49.8%,46.0%,27.3%,59.0%,61.9%,75.6%,Liberalism,False,0,4,Qwen3_5ForConditionalGeneration,40.3,0.75,12.7,6.2,0.341,22.0,95.0,0.82,0.441,0.328,1.48,0.472,0.285,36.2,5411.0,95.7,21.47,1.7,1.8
+MuXodious/Qwen3.5-27B-tainted-heresy (<think> prefill),https://huggingface.co/MuXodious/Qwen3.5-27B-tainted-heresy,2/28/2026,3/15/2026,chatml w/ <think> prefill,27.0,27.0,27.0,True,False,False,40.52,48.13,24.69,2.9,1.7,3.1,9.5,9.0,10.0,35.37,53.8,19.66,32.65,24.69,0.289,0.1423,0.6143,0.3134,0.2734,-23.6%,67.4%,48.5%,42.6%,65.7%,42.5%,61.5%,49.6%,31.0%,41.7%,25.0%,48.3%,51.2%,28.3%,61.5%,60.6%,75.0%,Liberalism,True,13061,9,Qwen3_5ForConditionalGeneration,25.1,0.71,11.8,5.9,0.308,17.0,91.0,0.84,0.413,0.31,1.423,0.434,0.263,47.1,8279.0,72.8,22.37,3.2,2.7
+coder3101/Qwen3.5-27B-heretic (no thinking),https://huggingface.co/coder3101/Qwen3.5-27B-heretic,2/25/2026,3/15/2026,chatml w/ no thinking,27.0,27.0,27.0,True,False,False,38.12,50.67,26.0,3.5,1.8,2.8,10.0,10.0,10.0,27.47,32.84,16.21,33.35,26.0,0.3817,0.2045,0.3887,0.4113,0.2813,-16.0%,64.4%,48.0%,44.0%,60.8%,41.9%,61.5%,47.3%,32.7%,42.1%,31.9%,51.9%,44.4%,35.8%,58.3%,57.7%,66.5%,Liberalism,False,0,2,Qwen3_5ForConditionalGeneration,39.1,0.75,12.9,6.3,0.34,18.0,94.0,0.823,0.444,0.321,1.427,0.579,0.301,38.2,6183.0,98.8,21.33,2.0,1.8
+coder3101/Qwen3.5-27B-heretic (<think> prefill),https://huggingface.co/coder3101/Qwen3.5-27B-heretic,2/25/2026,3/15/2026,chatml w/ <think> prefill,27.0,27.0,27.0,True,False,False,39.97,54.24,31.35,5.3,1.5,3.4,10.0,10.0,10.0,33.84,52.01,14.48,35.04,31.35,0.2772,0.187,0.6269,0.3715,0.2893,-20.1%,65.2%,46.2%,43.7%,62.8%,42.3%,64.8%,45.6%,32.9%,42.3%,29.2%,49.4%,51.5%,30.2%,58.1%,59.0%,71.2%,Liberalism,True,12373,12,Qwen3_5ForConditionalGeneration,25.9,0.72,11.9,6.1,0.301,16.0,78.0,0.844,0.417,0.305,1.39,0.492,0.28,48.4,6658.0,71.5,21.73,2.2,2.7
+llmfan46/Qwen3.5-27B-heretic-v2 (no thinking),https://huggingface.co/llmfan46/Qwen3.5-27B-heretic-v2,2/28/2026,3/15/2026,chatml w/ no thinking,27.0,27.0,27.0,True,False,False,30.73,44.41,20.36,3.5,1.6,1.4,9.2,9.0,9.5,18.77,29.12,1.72,25.46,20.36,0.3112,0.2343,0.2395,0.2154,0.2724,-14.0%,56.0%,53.9%,48.4%,57.2%,37.9%,53.5%,53.1%,42.1%,55.2%,34.6%,51.9%,49.8%,43.5%,52.1%,54.8%,64.8%,Centrism,False,0,3,Qwen3_5ForConditionalGeneration,43.1,0.77,12.5,6.1,0.344,16.0,84.0,0.827,0.454,0.317,1.447,0.512,0.289,44.6,5505.0,124.9,23.67,2.1,1.4
+llmfan46/Qwen3.5-27B-heretic-v2 (<think> prefill),https://huggingface.co/llmfan46/Qwen3.5-27B-heretic-v2,2/28/2026,3/15/2026,chatml w/ <think> prefill,27.0,27.0,27.0,True,False,False,31.33,50.61,25.91,4.1,1.5,2.7,10.0,10.0,10.0,24.87,34.55,10.69,29.37,25.91,0.2245,0.0957,0.5335,0.3207,0.2943,-12.0%,60.7%,49.3%,42.2%,59.0%,44.0%,58.8%,50.6%,34.8%,46.2%,36.9%,49.0%,46.7%,30.8%,54.4%,57.1%,65.4%,Liberalism,True,13506,9,Qwen3_5ForConditionalGeneration,25.0,0.72,11.6,5.8,0.314,16.0,80.0,0.847,0.421,0.304,1.383,0.43,0.275,55.8,11177.0,81.3,22.28,1.8,2.6
+zerofata/Q3.5-BlueStar-27B (no thinking),https://huggingface.co/zerofata/Q3.5-BlueStar-27B,3/1/2026,3/15/2026,chatml w/ no thinking,27.0,27.0,27.0,True,False,False,39.42,35.89,23.83,3.5,2.0,2.0,6.0,6.0,6.0,23.92,26.38,14.48,30.89,23.83,0.271,0.3019,0.3496,0.2909,0.3312,-20.6%,69.0%,45.8%,38.8%,63.6%,40.6%,65.4%,43.5%,27.7%,37.7%,27.5%,41.7%,49.2%,25.6%,59.6%,62.9%,68.3%,Liberalism,False,0,0,Qwen3_5ForConditionalGeneration,42.4,0.94,13.5,5.8,0.339,20.0,38.0,0.877,0.468,0.281,1.357,0.553,0.347,49.2,4371.0,104.5,22.63,3.4,4.4
+zerofata/Q3.5-BlueStar-27B (<think> prefill),https://huggingface.co/zerofata/Q3.5-BlueStar-27B,3/1/2026,3/15/2026,chatml w/ <think> prefill,27.0,27.0,27.0,True,False,False,NA,27.02,14.27,2.4,1.0,1.2,5.2,5.0,5.5,19.57,21.16,7.93,29.6,14.27,0.2625,0.1476,0.5466,0.3091,0.2144,-16.0%,63.8%,53.1%,41.5%,61.7%,35.2%,60.4%,54.8%,41.0%,31.9%,35.6%,40.6%,47.9%,36.0%,47.5%,65.4%,72.1%,Liberalism,True,1817,11,Qwen3_5ForConditionalGeneration,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1.54,0.427,0.212,50.3,8048.0,79.9,22.42,NA,NA
+llmfan46/Q3.5-BlueStar-27B-ultra-heretic (no thinking),https://huggingface.co/llmfan46/Q3.5-BlueStar-27B-ultra-heretic,3/4/2026,3/15/2026,chatml w/ no thinking,27.0,27.0,27.0,True,False,False,38.35,47.52,26.28,4.1,2.0,2.2,9.0,9.0,9.0,22.86,28.81,8.97,30.8,26.28,0.271,0.2706,0.3687,0.3325,0.2972,-6.7%,63.1%,51.0%,39.7%,59.8%,45.0%,58.5%,56.7%,31.5%,41.7%,37.5%,40.8%,42.7%,35.4%,57.3%,55.8%,66.2%,Liberalism,False,0,0,Qwen3_5ForConditionalGeneration,45.7,0.95,13.7,5.7,0.329,14.0,44.0,0.877,0.477,0.274,1.393,0.693,0.319,49.2,4842.0,101.7,22.15,2.9,3.5
+llmfan46/Q3.5-BlueStar-27B-ultra-heretic (<think> prefill),https://huggingface.co/llmfan46/Q3.5-BlueStar-27B-ultra-heretic,3/4/2026,3/15/2026,chatml w/ <think> prefill,27.0,27.0,27.0,True,False,False,NA,40.04,17.56,2.9,1.5,1.1,8.5,9.0,8.0,23.82,22.47,10.0,38.99,17.56,0.4822,0.1869,0.6064,0.425,0.2492,-10.6%,57.3%,48.9%,44.1%,59.1%,54.2%,53.1%,54.0%,38.5%,49.6%,40.0%,50.6%,44.0%,37.7%,61.2%,58.5%,57.5%,Liberalism,True,1434,14,Qwen3_5ForConditionalGeneration,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1.427,0.546,0.229,31.1,6663.0,73.6,21.2,NA,NA
+p-e-w/gpt-oss-20b-heretic-ara-v3 (reasoning=medium),https://huggingface.co/p-e-w/gpt-oss-20b-heretic-ara-v3,3/5/2026,3/15/2026,gpt-oss,3.6,20.0,20.0,True,False,False,24.05,39.93,12.4,1.2,1.1,1.4,9.5,9.0,10.0,20.17,34.36,5.17,20.98,12.4,0.1628,0.1613,0.096,0.3699,0.2592,-25.2%,63.9%,50.5%,52.9%,57.8%,52.7%,52.5%,56.7%,30.6%,47.3%,30.4%,55.2%,54.6%,49.0%,36.5%,63.3%,73.5%,Liberalism,True,5068,2,GptOssForCausalLM,25.5,0.71,12.2,7.0,0.324,62.0,94.0,0.857,0.442,0.308,1.417,0.413,0.225,68.0,7503.0,179.5,21.75,0.8,2.1
+MuXodious/Qwen3.5-4B-PaperWitch-heresy (no thinking),https://huggingface.co/MuXodious/Qwen3.5-4B-PaperWitch-heresy,3/2/2026,3/15/2026,chatml w/ no thinking,4.0,4.0,4.0,True,False,False,30.13,33.24,9.86,0.6,1.4,0.8,8.0,7.0,9.0,14.61,27.43,1.72,14.68,9.86,0.097,0.1739,0.1591,0.0547,0.2494,-11.4%,53.3%,51.2%,51.8%,57.6%,45.4%,60.2%,59.2%,50.0%,47.9%,42.1%,52.7%,51.9%,50.8%,47.7%,56.9%,68.3%,Centrism,False,0,2,Qwen3_5ForConditionalGeneration,40.7,0.78,13.2,6.4,0.315,17.0,76.0,0.825,0.451,0.314,1.533,0.181,0.231,91.5,7065.0,148.1,28.13,4.1,4.2
+MuXodious/Qwen3.5-4B-PaperWitch-heresy (<think> prefill),https://huggingface.co/MuXodious/Qwen3.5-4B-PaperWitch-heresy,3/2/2026,3/15/2026,chatml w/ <think> prefill,4.0,4.0,4.0,True,False,False,26.91,39.93,22.4,4.7,1.7,1.0,7.5,7.0,8.0,19.98,36.87,3.45,19.62,22.4,0.1775,0.1909,0.139,0.2936,0.18,-21.2%,65.6%,52.8%,49.7%,57.4%,39.4%,53.8%,51.5%,35.6%,36.7%,30.8%,50.6%,58.1%,40.2%,54.4%,58.3%,59.6%,Liberalism,True,16746,9,Qwen3_5ForConditionalGeneration,24.3,0.73,11.6,5.3,0.31,17.0,64.0,0.83,0.419,0.319,1.58,0.371,0.151,64.6,6549.0,156.1,22.6,4.1,3.9
+MuXodious/Qwen3.5-4B-PaperWitch-heresy-v2 (no thinking),https://huggingface.co/MuXodious/Qwen3.5-4B-PaperWitch-heresy-v2,3/3/2026,3/15/2026,chatml w/ no thinking,4.0,4.0,4.0,True,False,False,31.36,30.12,8.93,0.6,1.4,0.5,7.2,6.0,8.5,14.17,21.83,3.45,17.23,8.93,0.0923,0.1429,0.1604,0.2722,0.1935,-15.4%,53.3%,47.4%,51.5%,55.4%,48.5%,65.0%,55.6%,51.2%,47.7%,41.0%,55.2%,51.9%,47.3%,40.8%,60.6%,64.8%,Centrism,False,0,2,Qwen3_5ForConditionalGeneration,41.4,0.78,13.4,6.6,0.315,18.0,76.0,0.829,0.45,0.31,1.643,0.252,0.184,94.1,8253.0,147.6,22.87,3.9,3.4
+MuXodious/Qwen3.5-4B-PaperWitch-heresy-v2 (<think> prefill),https://huggingface.co/MuXodious/Qwen3.5-4B-PaperWitch-heresy-v2,3/3/2026,3/15/2026,chatml w/ <think> prefill,4.0,4.0,4.0,True,False,False,27.97,41.74,15.11,2.4,1.3,1.1,9.5,9.0,10.0,20.86,29.14,11.38,22.07,15.11,0.242,0.1452,0.315,0.2241,0.1774,-16.8%,60.4%,51.2%,52.1%,60.6%,44.0%,55.0%,52.7%,42.5%,39.2%,37.1%,61.2%,51.7%,43.3%,52.7%,55.8%,73.1%,Liberalism,True,17383,2,Qwen3_5ForConditionalGeneration,22.9,0.74,11.5,5.4,0.32,15.0,51.0,0.84,0.415,0.321,1.6,0.325,0.146,53.1,8150.0,110.1,23.53,3.2,4.3
+coder3101/Qwen3.5-35B-A3B-heretic (no thinking),https://huggingface.co/coder3101/Qwen3.5-35B-A3B-heretic,3/3/2026,3/15/2026,chatml w/ no thinking,3.0,35.0,35.0,True,False,False,30.79,37.02,14.28,0.6,1.3,2.3,8.2,7.0,9.5,16.41,17.86,6.9,24.46,14.28,0.1459,0.086,0.4302,0.2762,0.2848,-4.4%,51.8%,48.3%,51.5%,48.5%,48.5%,59.4%,53.5%,47.9%,54.4%,42.5%,54.8%,49.6%,50.0%,44.4%,46.9%,54.8%,Centrism,False,0,13,Qwen3_5MoeForConditionalGeneration,41.0,0.79,12.7,5.6,0.336,16.0,89.0,0.82,0.439,0.324,1.417,0.304,0.259,72.6,12085.0,93.3,22.82,2.9,2.1
+coder3101/Qwen3.5-35B-A3B-heretic (<think> prefill),https://huggingface.co/coder3101/Qwen3.5-35B-A3B-heretic,3/3/2026,3/15/2026,chatml w/ <think> prefill,3.0,35.0,35.0,True,False,False,33.96,28.72,13.09,1.8,1.2,1.1,6.0,4.0,8.0,19.95,25.07,9.66,25.13,13.09,0.2148,0.1831,0.5637,0.295,NA,-15.5%,62.5%,44.4%,43.3%,60.4%,41.5%,68.3%,43.5%,37.9%,39.6%,35.0%,51.7%,44.0%,33.8%,54.6%,60.4%,66.9%,Liberalism,True,17518,12,Qwen3_5MoeForConditionalGeneration,21.4,0.74,12.8,5.9,0.261,18.0,62.0,0.845,0.409,0.297,NA,NA,NA,57.4,6775.0,78.0,22.58,3.6,1.6
+TeichAI/Qwen3.5-27B-Claude-Opus-4.6-Distill (no thinking),https://huggingface.co/TeichAI/Qwen3.5-27B-Claude-Opus-4.6-Distill,3/1/2026,3/15/2026,chatml w/ no thinking,27.0,27.0,27.0,True,False,False,32.11,19.03,17.3,3.5,1.8,0.2,2.2,3.0,1.5,24.65,21.41,16.21,36.32,17.3,0.4474,0.1797,0.4322,0.4147,0.342,-26.7%,70.9%,47.1%,44.1%,63.4%,42.5%,65.0%,48.8%,25.6%,36.9%,24.8%,50.0%,54.4%,27.9%,61.7%,62.7%,65.8%,Liberalism,False,0,1,Qwen3_5ForConditionalGeneration,42.1,0.86,12.5,5.0,0.314,31.0,52.0,0.824,0.462,0.316,1.31,0.564,0.329,33.3,6879.0,93.1,21.3,1.5,4.3
+TeichAI/Qwen3.5-27B-Claude-Opus-4.6-Distill (<think> prefill),https://huggingface.co/TeichAI/Qwen3.5-27B-Claude-Opus-4.6-Distill,3/1/2026,3/15/2026,chatml w/ <think> prefill,27.0,27.0,27.0,True,False,False,42.92,16.74,11.35,0.6,2.0,0.5,2.8,4.0,1.5,24.32,32.24,15.17,25.55,11.35,0.3384,0.1126,0.3641,0.1998,0.2626,-21.6%,70.0%,45.1%,46.3%,61.3%,47.5%,60.2%,42.7%,31.5%,31.9%,26.9%,47.7%,53.3%,38.3%,63.1%,58.8%,61.9%,Liberalism,True,4462,3,Qwen3_5ForConditionalGeneration,46.5,0.88,13.9,5.7,0.322,32.0,18.0,0.872,0.422,0.274,1.49,0.246,0.249,41.9,9899.0,102.4,23.92,1.2,4.3
+darkc0de/XORTRON.CriminalComputing.2026.27B.Instruct (no thinking),https://huggingface.co/darkc0de/XORTRON.CriminalComputing.2026.27B.Instruct,3/6/2026,3/15/2026,chatml w/ no thinking,27.0,27.0,27.0,True,False,False,38.12,50.67,26.0,3.5,1.8,2.8,10.0,10.0,10.0,27.47,32.84,16.21,33.35,26.0,0.3817,0.2045,0.3887,0.4113,0.2813,-16.0%,64.4%,48.0%,44.0%,60.8%,41.9%,61.5%,47.3%,32.7%,42.1%,31.9%,51.9%,44.4%,35.8%,58.3%,57.7%,66.5%,Liberalism,False,0,2,Qwen3_5ForConditionalGeneration,39.1,0.75,12.9,6.3,0.34,18.0,94.0,0.823,0.444,0.321,1.427,0.579,0.301,38.2,6183.0,98.8,21.33,2.0,1.8
+darkc0de/XORTRON.CriminalComputing.2026.27B.Instruct (<think> prefill),https://huggingface.co/darkc0de/XORTRON.CriminalComputing.2026.27B.Instruct,3/6/2026,3/15/2026,chatml w/ <think> prefill,27.0,27.0,27.0,True,False,False,40.65,54.37,31.56,5.3,1.5,3.4,10.0,10.0,10.0,35.49,50.23,21.72,34.53,31.56,0.3497,0.1631,0.4951,0.432,0.2865,-20.1%,65.2%,46.2%,43.7%,63.2%,42.3%,64.8%,45.6%,32.9%,42.3%,29.2%,49.4%,51.5%,30.2%,58.1%,59.0%,72.5%,Liberalism,True,13247,8,Qwen3_5ForConditionalGeneration,26.7,0.72,11.9,6.2,0.299,15.0,80.0,0.843,0.421,0.31,1.417,0.469,0.291,40.9,7439.0,85.6,21.13,2.3,2.7
+darkc0de/XXXCCCv2test4,https://huggingface.co/darkc0de/XXXCCCv2test4,3/3/2026,3/15/2026,mistral V7-Tekken,24.0,24.0,24.0,True,True,False,33.39,47.95,29.43,1.8,2.8,4.1,8.5,8.0,9.0,27.4,24.48,23.1,34.62,29.43,0.3637,0.1909,0.4627,0.425,0.2889,-14.5%,59.7%,45.9%,45.6%,58.9%,47.9%,62.1%,47.7%,36.9%,48.5%,35.4%,51.0%,47.5%,38.3%,51.2%,57.9%,67.5%,Liberalism,False,0,0,MistralForCausalLM,49.7,0.89,12.1,5.5,0.358,13.0,9.0,0.907,0.52,0.307,1.343,0.465,0.235,39.7,6546.0,89.3,21.2,3.2,1.9
+MuXodious/Qwen3.5-4B-ARA-heresy-v2 (no thinking),https://huggingface.co/MuXodious/Qwen3.5-4B-ARA-heresy-v2,3/7/2026,3/15/2026,chatml w/ no thinking,4.0,4.0,4.0,True,False,False,28.67,30.6,15.9,2.9,1.4,0.7,6.0,6.0,6.0,13.78,19.87,1.72,19.75,15.9,0.0817,0.1696,0.1944,0.3829,0.1591,-15.1%,59.0%,47.6%,50.8%,56.4%,49.2%,56.5%,48.3%,47.7%,39.8%,35.6%,49.4%,53.1%,49.8%,46.7%,57.1%,65.4%,Liberalism,False,0,0,Qwen3_5ForConditionalGeneration,40.5,0.78,13.2,6.5,0.316,21.0,72.0,0.819,0.455,0.315,1.747,0.201,0.135,100.5,7210.0,136.5,21.62,4.1,3.4
+MuXodious/Qwen3.5-4B-ARA-heresy-v2 (<think> prefill),https://huggingface.co/MuXodious/Qwen3.5-4B-ARA-heresy-v2,3/7/2026,3/15/2026,chatml w/ <think> prefill,4.0,4.0,4.0,True,False,False,29.3,40.5,15.76,1.8,1.4,1.6,9.0,8.0,10.0,22.58,39.57,6.9,21.26,15.76,0.1799,0.1554,0.2589,0.3048,0.1642,-13.3%,63.3%,51.0%,49.2%,55.9%,45.0%,53.3%,51.5%,39.8%,35.4%,34.8%,48.8%,56.2%,42.7%,52.7%,52.3%,62.7%,Liberalism,True,16608,4,Qwen3_5ForConditionalGeneration,27.1,0.76,11.7,5.1,0.325,14.0,68.0,0.831,0.426,0.327,1.587,0.457,0.135,64.0,7726.0,120.7,22.47,3.3,3.6
+MuXodious/Qwen3.5-4B-SOMPOA-heresy-v2 (no thinking),https://huggingface.co/MuXodious/Qwen3.5-4B-SOMPOA-heresy-v2,3/7/2026,3/15/2026,chatml w/ no thinking,4.0,4.0,4.0,True,False,False,30.71,35.25,11.62,1.2,1.7,0.5,8.2,8.0,8.5,15.4,24.05,1.72,20.42,11.62,0.0962,0.1588,0.1369,0.4531,0.1761,-11.1%,49.7%,46.1%,51.2%,54.4%,49.0%,62.5%,49.8%,59.8%,49.0%,42.1%,54.8%,51.9%,46.9%,40.0%,55.4%,67.9%,Centrism,False,0,1,Qwen3_5ForConditionalGeneration,40.9,0.78,13.3,6.4,0.303,19.0,82.0,0.816,0.449,0.315,1.717,0.214,0.164,91.9,7596.0,157.0,20.93,4.0,4.2
+MuXodious/Qwen3.5-4B-SOMPOA-heresy-v2 (<think> prefill),https://huggingface.co/MuXodious/Qwen3.5-4B-SOMPOA-heresy-v2,3/7/2026,3/15/2026,chatml w/ <think> prefill,4.0,4.0,4.0,True,False,False,28.44,44.73,17.1,2.4,1.6,1.3,10.0,10.0,10.0,22.35,37.5,6.9,22.65,17.1,0.2119,0.1767,0.2251,0.3572,0.1614,-16.2%,59.0%,51.7%,50.8%,60.8%,39.6%,56.0%,50.8%,39.4%,41.2%,42.5%,58.8%,49.8%,43.8%,52.9%,62.5%,67.1%,Liberalism,True,16812,8,Qwen3_5ForConditionalGeneration,27.0,0.79,11.5,5.2,0.317,16.0,54.0,0.838,0.43,0.317,1.681,0.483,0.172,57.8,6973.0,128.4,21.88,4.5,5.1
+ccharnkij/Llama-3.1-8B-Instruct-Uncensored,https://huggingface.co/ccharnkij/Llama-3.1-8B-Instruct-Uncensored,3/13/2026,3/15/2026,llama-3,8.0,8.0,8.0,True,False,False,25.1,35.75,16.12,2.4,1.2,1.6,7.5,7.0,8.0,17.07,22.74,11.38,17.09,16.12,0.2671,0.1822,0.1044,0.1582,0.1425,-2.2%,58.1%,48.4%,45.1%,59.4%,45.2%,55.8%,46.2%,39.6%,29.6%,56.5%,57.5%,29.4%,48.3%,72.9%,66.2%,39.2%,Liberalism,False,0,1,LlamaForCausalLM,34.8,0.8,12.0,7.0,0.327,19.0,15.0,0.894,0.481,0.291,2.063,0.229,0.168,49.7,6801.0,174.0,24.68,4.2,5.3
+darkc0de/XORTRON.CriminalComputing.2026.27B.Instruct.v4 (no thinking),https://huggingface.co/darkc0de/XORTRON.CriminalComputing.2026.27B.Instruct.v4,3/14/2026,3/15/2026,chatml w/ no thinking,27.0,27.0,27.0,True,False,False,31.39,44.41,20.36,3.5,1.6,1.4,9.2,9.0,9.5,19.69,29.12,4.48,25.46,20.36,0.3112,0.2343,0.2395,0.2154,0.2724,-14.0%,56.0%,53.9%,48.4%,57.2%,37.9%,53.5%,53.1%,42.1%,55.2%,34.6%,51.9%,49.8%,43.5%,52.1%,54.8%,64.8%,Centrism,False,0,3,Qwen3_5ForConditionalGeneration,43.1,0.77,12.5,6.1,0.344,16.0,84.0,0.827,0.454,0.317,1.447,0.512,0.289,44.6,5505.0,124.9,23.67,2.0,1.4
+darkc0de/XORTRON.CriminalComputing.2026.27B.Instruct.v4 (<think> prefill),https://huggingface.co/darkc0de/XORTRON.CriminalComputing.2026.27B.Instruct.v4,3/14/2026,3/15/2026,chatml w/ <think> prefill,27.0,27.0,27.0,True,False,False,33.3,51.4,27.1,4.1,1.8,2.7,10.0,10.0,10.0,27.82,38.08,18.97,26.41,27.1,0.3164,0.1491,0.3064,0.2828,0.266,-12.2%,60.7%,49.3%,42.2%,59.0%,44.0%,58.8%,50.6%,34.8%,46.2%,36.9%,49.4%,46.7%,30.4%,54.4%,57.1%,65.4%,Liberalism,True,13304,6,Qwen3_5ForConditionalGeneration,25.3,0.72,11.5,5.9,0.301,14.0,86.0,0.845,0.42,0.317,1.417,0.424,0.241,44.1,7982.0,111.6,22.73,2.6,2.5
+Qwen/Qwen3-Omni-30B-A3B-Thinking,https://huggingface.co/Qwen/Qwen3-Omni-30B-A3B-Thinking,9/15/2025,3/15/2026,chatml,3.0,30.0,30.0,False,False,True,19.35,33.04,30.81,5.3,2.0,2.6,3.8,4.0,3.5,21.26,39.14,7.93,16.7,30.81,0.2126,0.1751,0.1064,0.1269,0.214,-27.4%,67.1%,49.2%,44.4%,67.4%,42.1%,53.3%,42.9%,35.6%,33.3%,29.8%,48.1%,51.2%,34.0%,63.5%,71.2%,67.3%,Liberalism,True,4675,0,Qwen3OmniMoeForConditionalGeneration,20.0,0.66,16.6,6.6,0.293,28.0,95.0,0.849,0.434,0.295,1.66,0.17,0.213,57.7,7026.0,172.8,25.4,3.2,4.5
+bgg1996/Melinoe-Qwen3Omni-30B-A3B-Thinking,https://huggingface.co/bgg1996/Melinoe-Qwen3Omni-30B-A3B-Thinking,2/28/2026,3/15/2026,chatml,3.0,30.0,30.0,True,False,False,18.91,23.95,10.92,0.6,0.9,1.7,5.0,5.0,5.0,18.08,34.2,7.93,12.1,10.92,0.1303,0.1807,0.0849,0.066,0.1431,-27.4%,63.6%,44.6%,48.0%,67.8%,51.2%,57.5%,42.5%,46.2%,26.0%,36.9%,62.5%,53.5%,27.9%,65.4%,70.0%,67.9%,Liberalism,True,5189,2,Qwen3OmniMoeForConditionalGeneration,20.9,0.87,16.0,7.6,0.286,36.0,18.0,0.88,0.45,0.261,2.027,0.19,0.154,77.5,6848.0,187.8,27.52,5.1,4.3