Upload ugi-leaderboard-data.csv

ugi-leaderboard-data.csv

@@ -61,7 +61,7 @@ knifeayumu/Cydonia-v1.2-Magnum-v4-22B,https://huggingface.co/knifeayumu/Cydonia-
 TheDrummer/UnslopNemo-12B-v3,https://huggingface.co/TheDrummer/UnslopNemo-12B-v3,10/10/2024,9/12/2025,metharme,12.0,12.0,12.0,TRUE,FALSE,FALSE,39.22,29.75,2.4,1.7,2.2,6.0,10.0,2.0,21.46,22.91,17.24,24.23,20.3,0.0853,0.2035,0.2151,0.4216,0.2862,-21.1%,68.1%,42.5%,40.6%,68.3%,46.0%,69.4%,42.9%,37.7%,28.5%,29.4%,44.2%,44.2%,33.3%,71.9%,66.9%,66.2%,Liberalism,False,0,0,MistralForCausalLM,45.3,0.98,13.7,5.2,0.317,20.0,48.0,0.922,0.471,0.275,1.387,0.442,0.263,98.2,6210.0,130.9,21.23,9.2,8.3
 TheDrummer/UnslopNemo-12B-v4.1,https://huggingface.co/TheDrummer/UnslopNemo-12B-v4.1,10/23/2024,9/12/2025,metharme,12.0,12.0,12.0,TRUE,FALSE,FALSE,39.22,30.12,2.9,1.8,1.4,6.2,9.0,3.5,22.41,23.01,23.45,20.77,20.0,0.0853,0.1806,0.1429,0.3463,0.2836,-18.5%,67.8%,42.4%,37.8%,64.8%,42.9%,71.9%,41.9%,44.4%,24.6%,27.5%,44.0%,39.6%,29.8%,69.6%,63.5%,61.2%,Liberalism,False,0,0,MistralForCausalLM,45.5,0.97,13.5,5.4,0.331,19.0,41.0,0.911,0.483,0.283,1.427,0.341,0.271,98.2,6852.0,154.4,22.0,8.9,7.3
 Qwen/Qwen3-8B (thinking=False),https://huggingface.co/Qwen/Qwen3-8B,4/29/2025,9/12/2025,chatml,8.0,8.0,8.0,FALSE,FALSE,TRUE,27.96,28.21,2.9,1.4,1.4,6.0,5.0,7.0,15.15,26.34,3.45,15.66,18.27,0.051,0.1367,0.072,0.2722,0.2513,-9.9%,59.9%,48.9%,45.0%,61.0%,41.2%,63.3%,51.2%,39.0%,41.5%,39.8%,51.0%,43.3%,40.6%,52.7%,57.5%,72.7%,Liberalism,False,0,0,Qwen3ForCausalLM,29.4,0.99,13.0,4.6,0.364,17.0,4.0,0.86,0.459,0.324,1.353,0.629,0.184,129.4,8543.0,199.3,22.87,2.0,3.5
-Qwen/Qwen3-8B (thinking=True),https://huggingface.co/Qwen/Qwen3-8B,4/29/2025,11/9/2025,chatml,8.0,8.0,8.0,False,False,True,23.87,25.99,1.2,1.3,0.5,7.8,7.0,8.5,16.91,24.41,6.21,20.12,9.9,0.1534,0.1265,0.2302,0.2595,0.2363,-21.8%,65.9%,47.1%,46.0%,60.6%,50.8%,56.0%,48.1%,31.5%,41.2%,29.6%,52.1%,52.5%,33.5%,58.5%,60.0%,63.3%,Liberalism,True,3854,2,Qwen3ForCausalLM,31.3,0.73,12.4,5.7,0.348,64.0,100.0,0.884,0.452,0.362,1.393,0.652,0.187,70.5,9068.0,127.1,23.03,2.9,2.9
+Qwen/Qwen3-8B (thinking=True),https://huggingface.co/Qwen/Qwen3-8B,4/29/2025,11/9/2025,chatml,8.0,8.0,8.0,FALSE,FALSE,TRUE,23.87,25.99,1.2,1.3,0.5,7.8,7.0,8.5,16.91,24.41,6.21,20.12,9.9,0.1534,0.1265,0.2302,0.2595,0.2363,-21.8%,65.9%,47.1%,46.0%,60.6%,50.8%,56.0%,48.1%,31.5%,41.2%,29.6%,52.1%,52.5%,33.5%,58.5%,60.0%,63.3%,Liberalism,True,3854,2,Qwen3ForCausalLM,31.3,0.73,12.4,5.7,0.348,64.0,100.0,0.884,0.452,0.362,1.393,0.652,0.187,70.5,9068.0,127.1,23.03,2.9,2.9
 google/gemma-2-2b-it,https://huggingface.co/google/gemma-2-2b-it,7/31/2024,9/12/2025,gemma-2,2.0,2.0,2.0,FALSE,FALSE,TRUE,20.25,2.78,0.0,0.3,0.8,0.0,0.0,0.0,9.09,5.18,8.97,13.13,3.65,0.0508,0.1962,0.091,0.0778,0.2405,-30.1%,64.6%,46.5%,53.1%,59.2%,46.0%,61.9%,47.3%,33.5%,47.1%,25.6%,55.2%,53.8%,50.4%,43.8%,66.2%,67.7%,Liberalism,False,0,0,Gemma2ForCausalLM,27.5,0.71,12.6,7.1,0.297,19.0,50.0,0.877,0.472,0.297,1.53,0.126,0.194,129.7,6400.0,183.0,26.98,3.1,4.5
 google/gemma-3-4b-it,https://huggingface.co/google/gemma-3-4b-it,3/12/2025,9/12/2025,gemma-3,4.0,4.0,4.0,FALSE,FALSE,TRUE,24.01,15.03,1.2,1.3,0.6,3.0,5.0,1.0,11.19,11.85,8.97,12.76,10.35,0.0835,0.1694,0.0646,0.0634,0.257,-19.3%,62.8%,46.5%,44.0%,56.7%,38.1%,67.3%,45.0%,37.9%,47.3%,26.5%,47.5%,48.8%,35.6%,44.2%,57.3%,68.8%,Liberalism,False,0,0,Gemma3ForConditionalGeneration,30.4,0.77,15.5,7.6,0.291,9.0,72.0,0.878,0.424,0.295,1.517,0.11,0.217,99.4,7216.0,207.1,27.65,2.7,4.4
 google/gemma-2-9b-it,https://huggingface.co/google/gemma-2-9b-it,6/27/2024,9/12/2025,gemma-2,9.0,9.0,9.0,FALSE,FALSE,TRUE,24.99,12.5,2.9,0.9,0.6,1.0,1.0,1.0,12.69,5.88,14.48,17.72,13.28,0.1442,0.1988,0.1212,0.1872,0.2345,-25.3%,67.1%,47.4%,46.1%,60.6%,40.4%,60.4%,43.1%,39.4%,32.1%,27.3%,53.1%,49.6%,35.6%,57.7%,64.0%,60.2%,Liberalism,False,0,0,Gemma2ForCausalLM,31.1,0.75,12.8,6.4,0.296,24.0,8.0,0.898,0.477,0.273,1.465,0.313,0.189,73.1,6330.0,164.5,24.13,3.4,6.1
@@ -72,7 +72,7 @@ mistralai/Mistral-Small-Instruct-2409,https://huggingface.co/mistralai/Mistral-S
 Qwen/Qwen3-32B (thinking=False),https://huggingface.co/Qwen/Qwen3-32B,4/29/2025,9/12/2025,chatml,32.0,32.0,32.0,FALSE,FALSE,TRUE,32.95,23.25,3.5,0.8,1.9,3.8,2.0,5.5,20.22,32.17,7.24,21.25,18.8,0.2061,0.1494,0.1447,0.3062,0.2559,-17.5%,63.5%,48.1%,46.0%,58.4%,39.6%,60.0%,43.8%,34.6%,39.2%,35.6%,54.0%,49.8%,34.2%,51.5%,60.0%,63.8%,Liberalism,False,0,1,Qwen3ForCausalLM,29.6,0.9,14.5,5.0,0.317,19.0,0.0,0.873,0.436,0.274,1.42,0.312,0.202,58.9,7970.0,153.7,22.45,2.6,3.4
 Qwen/Qwen3-32B (thinking=True),https://huggingface.co/Qwen/Qwen3-32B,4/29/2025,9/13/2025,chatml,32.0,32.0,32.0,FALSE,FALSE,TRUE,30.34,30.1,4.1,1.6,3.1,3.8,4.0,3.5,20.07,29.18,7.24,23.8,27.79,0.2352,0.1842,0.1477,0.4011,0.2217,-24.1%,63.6%,48.9%,49.7%,62.7%,38.3%,64.8%,49.8%,39.8%,37.3%,32.1%,54.8%,59.2%,35.2%,62.7%,61.2%,64.2%,Liberalism,True,3384,0,Qwen3ForCausalLM,30.5,0.75,12.9,6.0,0.308,74.0,100.0,0.876,0.422,0.323,1.46,0.414,0.177,54.1,6741.0,152.5,21.43,2.0,3.1
 Qwen/Qwen3-30B-A3B (thinking=False),https://huggingface.co/Qwen/Qwen3-30B-A3B,4/28/2025,9/12/2025,chatml,3.0,30.0,30.0,FALSE,FALSE,TRUE,30.24,28.51,2.9,1.2,1.4,6.5,3.0,10.0,15.9,27.7,6.9,13.1,17.11,0.0754,0.151,0.1207,0.075,0.2328,-26.8%,65.5%,47.7%,50.1%,59.2%,42.9%,59.4%,45.4%,31.9%,43.1%,28.5%,56.2%,59.2%,34.8%,46.9%,61.0%,69.8%,Liberalism,False,0,0,Qwen3MoeForCausalLM,32.1,1.08,13.4,4.2,0.362,14.0,10.0,0.855,0.463,0.331,1.48,0.543,0.231,105.0,7905.0,164.8,27.1,2.2,2.9
-Qwen/Qwen3-30B-A3B (thinking=True),https://huggingface.co/Qwen/Qwen3-30B-A3B,4/28/2025,11/8/2025,chatml,3.0,30.0,30.0,False,False,True,28.54,25.75,2.9,0.8,2.2,5.0,4.0,6.0,19.19,29.19,11.72,16.67,18.17,0.1735,0.1574,0.1832,0.1065,0.2127,-23.8%,66.4%,50.5%,49.4%,59.9%,40.8%,57.9%,50.2%,32.7%,37.5%,30.6%,55.8%,56.5%,36.0%,51.0%,60.2%,68.5%,Liberalism,True,3194,0,Qwen3MoeForCausalLM,31.3,0.77,12.6,5.2,0.356,58.0,99.0,0.866,0.433,0.352,1.453,0.693,0.185,65.5,7651.0,139.9,25.97,1.7,2.6
+Qwen/Qwen3-30B-A3B (thinking=True),https://huggingface.co/Qwen/Qwen3-30B-A3B,4/28/2025,11/8/2025,chatml,3.0,30.0,30.0,FALSE,FALSE,TRUE,28.54,25.75,2.9,0.8,2.2,5.0,4.0,6.0,19.19,29.19,11.72,16.67,18.17,0.1735,0.1574,0.1832,0.1065,0.2127,-23.8%,66.4%,50.5%,49.4%,59.9%,40.8%,57.9%,50.2%,32.7%,37.5%,30.6%,55.8%,56.5%,36.0%,51.0%,60.2%,68.5%,Liberalism,True,3194,0,Qwen3MoeForCausalLM,31.3,0.77,12.6,5.2,0.356,58.0,99.0,0.866,0.433,0.352,1.453,0.693,0.185,65.5,7651.0,139.9,25.97,1.7,2.6
 FlareRebellion/WeirdCompound-v1.2-24b (mistral V7-Tekken),https://huggingface.co/FlareRebellion/WeirdCompound-v1.2-24b,6/24/2025,9/12/2025,mistral V7-Tekken,24.0,24.0,24.0,TRUE,TRUE,FALSE,38.94,38.94,4.1,2.3,2.7,7.0,7.0,7.0,25.72,32.07,15.52,29.57,29.24,0.3836,0.2089,0.2368,0.3325,0.3166,-17.8%,63.8%,43.5%,42.1%,62.6%,43.3%,68.8%,42.7%,36.2%,38.1%,34.2%,48.5%,47.1%,30.6%,63.1%,63.1%,61.5%,Liberalism,False,0,0,MistralForCausalLM,43.9,0.91,14.1,5.8,0.326,18.0,62.0,0.895,0.471,0.261,1.31,0.535,0.272,38.0,6074.0,125.6,22.15,6.6,8.3
 FlareRebellion/WeirdCompound-v1.2-24b (chatml),https://huggingface.co/FlareRebellion/WeirdCompound-v1.2-24b,6/24/2025,9/23/2025,chatml,24.0,24.0,24.0,TRUE,TRUE,FALSE,39.23,34.56,4.1,1.8,2.5,6.0,5.0,7.0,28.81,36.99,22.41,27.01,26.61,0.2744,0.1853,0.2052,0.3463,0.3394,-21.6%,65.7%,44.9%,42.2%,62.6%,42.3%,67.5%,44.6%,33.1%,38.8%,31.0%,49.2%,47.7%,29.8%,60.6%,65.0%,62.3%,Liberalism,False,0,0,MistralForCausalLM,43.1,0.94,14.5,5.7,0.345,22.0,49.0,0.889,0.466,0.259,1.283,0.51,0.292,48.8,6711.0,133.5,22.0,7.6,8.0
 OddTheGreat/Mechanism_24B_V.1 (chatml),https://huggingface.co/OddTheGreat/Mechanism_24B_V.1,7/4/2025,9/12/2025,chatml,24.0,24.0,24.0,TRUE,TRUE,FALSE,34.18,41.55,4.1,2.2,4.1,6.8,6.0,7.5,24.06,30.0,17.24,24.94,33.44,0.2153,0.2502,0.127,0.2815,0.3732,-16.9%,60.7%,44.7%,42.6%,61.5%,44.8%,68.3%,47.3%,37.7%,44.4%,35.8%,49.4%,48.3%,30.2%,57.3%,62.3%,65.0%,Liberalism,False,0,0,MistralForCausalLM,49.1,0.89,15.2,6.7,0.322,21.0,65.0,0.899,0.469,0.242,1.278,0.373,0.336,57.3,5197.0,161.6,22.75,5.5,6.0
@@ -565,38 +565,38 @@ moonshotai/Kimi-K2-Thinking,https://huggingface.co/moonshotai/Kimi-K2-Thinking,1
 ReadyArt/Dark-Nexus-32B-v2.0 (thinking=False),https://huggingface.co/ReadyArt/Dark-Nexus-32B-v2.0,10/31/2025,11/8/2025,chatml,32.0,32.0,32.0,TRUE,FALSE,FALSE,31.41,30.56,4.1,0.9,2.3,5.8,7.0,4.5,19.42,25.26,10.69,22.3,22.14,0.1416,0.2152,0.099,0.3683,0.291,-17.6%,64.1%,50.1%,45.6%,60.1%,39.4%,59.6%,49.2%,33.3%,40.4%,34.0%,55.6%,47.5%,33.8%,56.5%,58.8%,65.2%,Liberalism,False,0,1,Qwen3ForCausalLM,27.1,0.93,14.3,4.6,0.352,14.0,26.0,0.848,0.437,0.303,1.363,0.343,0.237,73.9,5924.0,177.5,21.77,8.2,5.6
 ReadyArt/Dark-Nexus-32B-v2.0 (thinking=True),https://huggingface.co/ReadyArt/Dark-Nexus-32B-v2.0,10/31/2025,11/8/2025,chatml,32.0,32.0,32.0,TRUE,FALSE,FALSE,35.36,35.3,4.7,2.0,2.1,6.0,5.0,7.0,22.65,35.94,11.72,20.27,27.58,0.2425,0.1406,0.0841,0.3192,0.2273,-22.0%,66.9%,47.1%,49.0%,61.9%,39.2%,67.7%,48.1%,31.7%,35.0%,32.5%,50.8%,55.6%,40.4%,62.5%,62.3%,60.8%,Liberalism,True,3292,0,Qwen3ForCausalLM,24.7,0.71,13.3,5.7,0.318,71.0,100.0,0.869,0.4,0.317,1.45,0.449,0.187,53.0,8359.0,188.4,22.3,5.0,3.8
 nvidia/Qwen3-Nemotron-32B-RLBFF (thinking=False),https://huggingface.co/nvidia/Qwen3-Nemotron-32B-RLBFF,10/12/2025,11/8/2025,chatml,32.0,32.0,32.0,TRUE,FALSE,FALSE,29.92,19.04,2.9,0.8,1.7,2.8,4.0,1.5,21.06,28.44,8.97,25.78,16.39,0.1631,0.1722,0.2446,0.4945,0.2144,-18.8%,66.2%,46.1%,47.4%,59.1%,40.6%,64.8%,43.8%,36.2%,31.0%,34.0%,54.0%,53.1%,35.2%,56.7%,58.5%,62.1%,Liberalism,False,0,1,Qwen3ForCausalLM,34.6,0.92,15.1,5.1,0.33,13.0,6.0,0.854,0.448,0.284,1.51,0.375,0.187,68.0,7121.0,123.8,20.55,2.4,2.7
-nvidia/Qwen3-Nemotron-32B-RLBFF (thinking=True),https://huggingface.co/nvidia/Qwen3-Nemotron-32B-RLBFF,10/12/2025,11/8/2025,chatml,32.0,32.0,32.0,True,False,False,28.6,27.18,2.4,1.5,2.5,4.8,5.0,4.5,23.49,36.31,15.17,18.99,20.83,0.12,0.136,0.1229,0.3587,0.2119,-22.9%,67.1%,50.2%,47.1%,65.0%,40.4%,61.0%,52.1%,32.9%,35.6%,30.2%,49.4%,55.2%,36.7%,62.9%,62.3%,69.8%,Liberalism,True,4839,1,Qwen3ForCausalLM,31.1,0.72,14.4,6.3,0.316,86.0,100.0,0.839,0.423,0.337,1.48,0.566,0.19,81.2,8574.0,163.7,21.87,2.2,1.9
-huihui-ai/Huihui-Qwen3-VL-30B-A3B-Thinking-abliterated,https://huggingface.co/huihui-ai/Huihui-Qwen3-VL-30B-A3B-Thinking-abliterated,11/7/2025,11/8/2025,chatml,3.0,30.0,30.0,True,False,False,22.11,27.58,1.2,1.0,1.0,8.2,9.0,7.5,14.12,24.04,7.93,10.39,10.42,0.0968,0.1283,0.1209,0.0728,0.1008,-10.9%,56.0%,46.0%,48.8%,53.9%,47.1%,69.4%,55.8%,34.2%,59.0%,37.9%,48.8%,52.7%,45.0%,38.8%,53.5%,69.4%,Centrism,True,3868,0,Qwen3VLMoeForConditionalGeneration,15.0,0.73,14.4,7.4,0.274,56.0,90.0,0.816,0.404,0.285,1.92,0.529,0.112,91.7,8968.0,164.7,27.2,1.5,0.0
-huihui-ai/Huihui-Qwen3-VL-32B-Thinking-abliterated,https://huggingface.co/huihui-ai/Huihui-Qwen3-VL-32B-Thinking-abliterated,10/23/2025,11/8/2025,chatml,32.0,32.0,32.0,True,False,False,21.94,43.29,3.5,1.5,3.0,10.0,10.0,10.0,22.83,28.08,15.86,24.56,25.57,0.2663,0.1815,0.3869,0.1329,0.2602,-16.2%,60.0%,44.8%,46.3%,57.4%,50.2%,61.9%,46.5%,39.8%,45.4%,34.8%,50.2%,45.4%,43.3%,44.0%,61.2%,67.1%,Liberalism,True,4765,1,Qwen3VLForConditionalGeneration,27.8,0.58,15.4,6.9,0.335,87.0,100.0,0.839,0.428,0.338,1.41,0.447,0.227,49.8,6823.0,99.1,25.25,3.3,1.9
-allura-org/Q3-30b-A3b-Pentiment (thinking=False),https://huggingface.co/allura-org/Q3-30b-A3b-Pentiment,5/21/2025,11/9/2025,chatml,3.0,30.0,30.0,True,True,False,31.22,29.37,3.5,1.2,1.7,6.0,4.0,8.0,16.24,25.36,9.66,13.71,19.8,0.0721,0.1616,0.0872,0.1054,0.2591,-21.5%,62.7%,48.3%,47.1%,58.5%,39.2%,61.9%,45.8%,36.2%,44.0%,31.7%,47.3%,58.3%,35.6%,45.4%,61.0%,69.2%,Liberalism,False,0,0,Qwen3MoeForCausalLM,31.7,1.06,13.7,4.2,0.363,15.0,8.0,0.863,0.455,0.325,1.433,0.508,0.25,107.6,7493.0,185.9,26.0,2.4,3.4
-allura-org/Q3-30b-A3b-Pentiment (thinking=True),https://huggingface.co/allura-org/Q3-30b-A3b-Pentiment,5/21/2025,11/9/2025,chatml,3.0,30.0,30.0,True,True,False,32.42,26.8,2.4,1.8,3.1,3.8,3.0,4.5,22.63,34.5,14.14,19.24,23.46,0.14,0.1471,0.2094,0.2018,0.2637,-22.1%,64.8%,51.3%,48.4%,60.4%,41.5%,56.5%,51.9%,35.4%,39.0%,31.2%,59.4%,53.5%,32.3%,58.1%,57.9%,65.2%,Liberalism,True,3154,1,Qwen3MoeForCausalLM,31.0,0.76,12.8,5.2,0.363,60.0,98.0,0.873,0.431,0.348,1.414,0.634,0.259,74.3,8070.0,132.4,23.88,2.2,3.4
-soob3123/GrayLine-Qwen3-8B (thinking=False),https://huggingface.co/soob3123/GrayLine-Qwen3-8B,5/17/2025,11/9/2025,chatml,8.0,8.0,8.0,True,False,False,25.08,30.22,3.5,1.1,1.9,6.2,6.0,6.5,13.36,27.3,1.72,11.07,20.13,0.0565,0.1746,0.0506,0.0664,0.2054,-11.4%,49.9%,49.4%,47.5%,61.1%,53.1%,51.7%,52.9%,53.3%,49.6%,47.3%,49.6%,43.3%,49.6%,54.6%,67.9%,60.8%,Centrism,False,0,3,Qwen3ForCausalLM,35.8,1.09,13.2,6.4,0.326,28.0,1.0,0.879,0.493,0.291,1.423,0.703,0.149,122.6,7042.0,225.9,27.5,4.1,5.0
-soob3123/GrayLine-Qwen3-8B (thinking=True),https://huggingface.co/soob3123/GrayLine-Qwen3-8B,5/17/2025,11/9/2025,chatml,8.0,8.0,8.0,True,False,False,27.46,24.01,2.4,1.3,1.6,4.8,5.0,4.5,15.63,26.75,5.17,14.96,16.67,0.1064,0.1508,0.0812,0.1998,0.2097,-15.0%,63.1%,50.0%,43.9%,55.8%,46.5%,54.0%,50.4%,34.6%,45.0%,31.2%,40.2%,49.8%,41.7%,48.5%,58.8%,60.2%,Liberalism,True,2396,1,Qwen3ForCausalLM,31.0,0.92,14.1,8.6,0.318,23.0,62.0,0.888,0.472,0.259,1.423,0.607,0.15,86.9,7911.0,190.8,23.92,3.3,4.0
-soob3123/amoral-gemma3-12B-v2,https://huggingface.co/soob3123/amoral-gemma3-12B-v2,3/24/2025,11/9/2025,gemma-3,12.0,12.0,12.0,True,False,False,32.71,29.01,2.4,1.1,0.7,8.0,9.0,7.0,19.07,22.16,17.24,17.82,13.08,0.2732,0.1414,0.1593,0.1048,0.2123,-8.7%,57.0%,48.2%,43.3%,61.8%,41.2%,60.4%,46.2%,45.4%,42.9%,40.6%,41.5%,50.4%,38.1%,57.3%,57.7%,70.4%,Liberalism,False,0,0,Gemma3ForConditionalGeneration,25.7,0.82,13.9,8.3,0.286,12.0,31.0,0.904,0.46,0.27,1.6,0.452,0.242,48.9,8322.0,148.0,26.02,3.8,4.8
-soob3123/Veiled-Calla-12B,https://huggingface.co/soob3123/Veiled-Calla-12B,4/16/2025,11/9/2025,gemma-3,12.0,12.0,12.0,True,False,False,36.97,21.48,1.8,1.0,0.4,5.8,7.0,4.5,20.69,22.09,18.28,21.7,10.22,0.3352,0.2077,0.1807,0.1275,0.2338,-7.2%,54.4%,47.4%,42.8%,65.4%,44.0%,58.8%,44.8%,48.5%,42.1%,46.2%,42.9%,46.5%,39.2%,60.6%,62.3%,73.3%,Liberalism,False,0,0,Gemma3ForConditionalGeneration,27.5,0.77,14.2,7.2,0.299,9.0,59.0,0.896,0.425,0.273,1.62,0.215,0.249,42.3,6103.0,140.7,25.38,3.5,5.2
-arcee-ai/Arcee-Blitz,https://huggingface.co/arcee-ai/Arcee-Blitz,2/7/2025,11/9/2025,mistral V7-Tekken,24.0,24.0,24.0,True,True,False,23.26,27.58,1.8,1.0,1.9,6.8,6.0,7.5,23.14,28.54,18.97,21.91,15.1,0.1383,0.1478,0.3821,0.1807,0.2467,-19.0%,67.3%,44.9%,45.5%,61.5%,39.0%,73.5%,47.1%,30.2%,35.6%,32.3%,51.9%,50.6%,34.0%,56.9%,59.6%,67.9%,Liberalism,False,0,0,MistralForCausalLM,35.2,0.86,11.1,5.5,0.362,26.0,90.0,0.863,0.482,0.32,1.43,0.416,0.209,74.9,8040.0,99.8,24.25,3.8,2.2
-arcee-ai/Homunculus (thinking=False),https://huggingface.co/arcee-ai/Homunculus,6/2/2025,11/9/2025,chatml,12.0,12.0,12.0,True,False,False,26.73,25.27,2.4,0.9,2.6,4.8,4.0,5.5,15.2,21.3,7.93,16.37,18.32,0.1762,0.1628,0.0835,0.2377,0.1583,-23.1%,68.3%,43.9%,43.0%,65.4%,53.8%,69.6%,55.0%,32.9%,35.8%,26.5%,54.2%,47.7%,27.1%,62.3%,60.2%,73.8%,Liberalism,True,41,0,MistralForCausalLM,33.1,1.0,15.1,5.3,0.342,14.0,71.0,0.873,0.443,0.297,1.803,0.371,0.185,64.9,7448.0,188.9,23.33,3.3,4.4
-arcee-ai/Homunculus (thinking=True),https://huggingface.co/arcee-ai/Homunculus,6/2/2025,11/9/2025,chatml,12.0,12.0,12.0,True,False,False,31.19,22.76,1.2,0.9,2.5,4.8,6.0,3.5,17.99,28.54,8.97,16.47,15.03,0.1295,0.1361,0.1044,0.2801,0.1735,-19.9%,66.8%,49.5%,46.7%,59.7%,49.0%,56.7%,54.2%,33.3%,34.8%,31.5%,48.1%,51.9%,40.2%,55.4%,61.2%,62.5%,Liberalism,True,2780,5,MistralForCausalLM,33.1,0.88,14.3,5.9,0.317,45.0,79.0,0.886,0.433,0.301,1.653,0.353,0.166,77.8,8569.0,174.0,22.77,2.7,4.5
-TheDrummer/Skyfall-36B-v2,https://huggingface.co/TheDrummer/Skyfall-36B-v2,2/3/2025,11/11/2025,mistral V7-Tekken,36.0,36.0,36.0,True,False,False,38.8,30.17,2.9,2.1,1.4,6.0,7.0,5.0,26.65,26.5,24.14,29.3,20.85,0.291,0.1606,0.3188,0.446,0.2488,-18.9%,65.1%,45.6%,41.7%,61.0%,43.8%,66.5%,47.1%,39.2%,33.5%,31.9%,44.8%,46.9%,33.3%,60.4%,64.4%,58.3%,Liberalism,False,0,0,MistralForCausalLM,46.3,0.96,13.1,5.6,0.324,16.0,19.0,0.896,0.497,0.272,1.44,0.326,0.204,46.8,7530.0,109.5,21.0,9.1,7.5
-allura-org/Q3-30B-A3B-Designant,https://huggingface.co/allura-org/Q3-30B-A3B-Designant,5/26/2025,11/11/2025,chatml,3.0,30.0,30.0,True,True,False,NA,32.91,4.1,1.6,1.9,6.2,6.0,6.5,17.14,25.24,6.21,19.96,23.67,0.1935,0.1477,0.1423,0.1959,0.3187,-13.0%,62.2%,44.8%,47.8%,57.2%,39.8%,60.8%,35.0%,40.0%,36.9%,36.7%,52.9%,59.0%,31.5%,50.2%,50.2%,71.2%,Liberalism,False,0,20,Qwen3MoeForCausalLM,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1.28,0.611,0.256,61.2,8043.0,154.7,23.98,NA,NA
-schonsense/Diagesis,https://huggingface.co/schonsense/Diagesis,11/9/2025,11/11/2025,llama-3,70.0,70.0,70.0,True,True,False,NA,35.47,2.9,2.6,3.4,5.5,6.0,5.0,24.71,34.4,27.93,11.79,29.37,0.0585,0.1283,0.0993,0.067,0.2364,-0.9%,53.0%,40.1%,42.3%,58.4%,57.7%,66.9%,44.8%,57.1%,44.0%,40.0%,31.9%,44.6%,50.4%,56.7%,53.1%,65.4%,Liberalism,False,0,12,LlamaForCausalLM,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1.46,0.352,0.197,120.3,8966.0,177.3,27.47,NA,NA
-WokeAI/Tankie-DPE-12b-SFT,https://huggingface.co/WokeAI/Tankie-DPE-12b-SFT,11/10/2025,11/11/2025,chatml,12.0,12.0,12.0,True,False,False,34.98,25.08,1.8,0.9,0.8,7.0,6.0,8.0,17.38,16.39,13.45,22.31,11.05,0.0737,0.1787,0.4125,0.2241,0.2263,-20.1%,61.0%,40.6%,48.1%,62.9%,52.5%,61.7%,35.8%,43.8%,36.5%,36.7%,61.7%,42.5%,40.0%,67.9%,64.8%,56.0%,Liberalism,False,0,0,MistralForCausalLM,26.2,0.73,12.4,6.3,0.258,19.0,36.0,0.848,0.378,0.26,1.573,0.125,0.187,106.4,6911.0,95.6,23.53,3.8,6.4
-soob3123/amoral-gemma3-1B-v2,https://huggingface.co/soob3123/amoral-gemma3-1B-v2,3/25/2025,11/12/2025,gemma-3,1.0,1.0,1.0,True,False,False,13.29,15.4,0.0,0.5,0.3,5.5,7.0,4.0,3.15,6.98,0.0,2.47,3.02,0.0257,0.0579,0.0394,0.0005,NA,-23.8%,61.5%,46.0%,49.6%,66.9%,41.9%,61.0%,41.0%,29.2%,54.0%,32.5%,48.8%,45.4%,54.6%,45.8%,71.0%,83.8%,Liberalism,False,0,0,Gemma3ForCausalLM,17.4,0.82,14.5,9.6,0.241,30.0,0.0,0.903,0.47,0.252,NA,NA,NA,184.7,16054.0,246.5,48.05,0.7,4.6
-soob3123/amoral-gemma3-4B-v2,https://huggingface.co/soob3123/amoral-gemma3-4B-v2,3/31/2025,11/12/2025,gemma-3,4.0,4.0,4.0,True,False,False,14.63,22.82,1.2,1.0,0.5,6.8,8.0,5.5,11.16,16.88,6.21,10.4,8.85,0.0341,0.1516,0.0779,0.045,0.2115,-23.9%,52.2%,46.1%,52.2%,54.5%,44.2%,61.2%,43.8%,61.2%,55.8%,26.2%,47.9%,67.1%,41.5%,48.8%,54.6%,60.2%,Centrism,False,0,0,Gemma3ForConditionalGeneration,17.8,0.79,16.2,10.6,0.218,11.0,28.0,0.9,0.457,0.231,1.72,0.115,0.212,159.8,7881.0,193.7,28.78,2.3,6.5
-bgg1996/Melinoe-30B-A3B-Thinking,https://huggingface.co/bgg1996/Melinoe-30B-A3B-Thinking,11/8/2025,11/12/2025,chatml,3.0,30.0,30.0,True,False,False,27.89,29.81,2.4,1.5,1.7,6.8,8.0,5.5,16.03,27.57,6.9,13.63,18.04,0.1178,0.1803,0.1629,0.0612,0.1595,-31.9%,65.8%,55.8%,44.7%,80.3%,42.7%,42.1%,52.1%,45.2%,34.4%,23.1%,49.6%,50.0%,34.6%,82.3%,71.2%,87.3%,Social Liberalism,True,2419,0,Qwen3MoeForCausalLM,36.4,0.82,15.5,6.6,0.258,35.0,70.0,0.852,0.399,0.28,1.9,0.224,0.178,82.1,6862.0,146.7,27.77,8.6,5.4
-ReadyArt/Dark-Nexus-12B-v2.0 (llama-3),https://huggingface.co/ReadyArt/Dark-Nexus-12B-v2.0,10/31/2025,11/12/2025,llama-3,12.0,12.0,12.0,True,False,False,29.82,30.86,2.9,0.5,2.2,7.5,9.0,6.0,18.21,15.95,21.72,16.97,17.07,0.136,0.2199,0.1087,0.1414,0.2426,-12.6%,60.8%,51.7%,42.6%,60.2%,50.4%,59.4%,64.8%,51.7%,36.9%,29.2%,50.4%,35.0%,42.3%,59.4%,55.4%,65.8%,Liberalism,False,0,0,MistralForCausalLM,42.6,1.0,14.1,6.2,0.317,35.0,54.0,0.852,0.469,0.281,1.53,0.328,0.249,75.6,5814.0,171.4,25.05,9.6,7.3
-ReadyArt/Dark-Nexus-12B-v2.0 (mistral V7-Tekken),https://huggingface.co/ReadyArt/Dark-Nexus-12B-v2.0,10/31/2025,11/12/2025,mistral V7-Tekken,12.0,12.0,12.0,True,False,False,27.3,21.12,0.6,0.7,2.0,5.2,7.0,3.5,14.17,14.72,12.76,15.03,11.31,0.0221,0.1739,0.0536,0.2354,0.2666,7.1%,54.2%,53.3%,37.8%,59.2%,32.3%,50.0%,42.1%,50.4%,40.0%,46.9%,42.3%,28.5%,42.7%,65.6%,50.8%,61.2%,Centrism,False,0,0,MistralForCausalLM,41.7,0.99,14.0,6.5,0.31,39.0,32.0,0.858,0.465,0.276,1.543,0.202,0.278,199.8,7066.0,221.3,23.37,9.1,6.4
-ReadyArt/Dark-Oddity-12B-v2.0-GGUF,https://huggingface.co/ReadyArt/Dark-Oddity-12B-v2.0-GGUF,11/4/2025,11/12/2025,llama-3,12.0,12.0,12.0,True,False,False,23.34,17.64,0.0,0.8,0.9,5.5,6.0,5.0,14.1,21.51,6.9,13.91,5.97,0.07,0.1206,0.0954,0.1465,0.2628,0.1%,59.2%,54.3%,43.2%,61.8%,25.0%,52.1%,40.0%,41.7%,28.8%,51.9%,48.3%,38.3%,42.9%,73.3%,58.3%,53.8%,Liberalism,False,0,0,LlamaForCausalLM,29.1,0.9,14.5,5.2,0.316,28.0,69.0,0.816,0.443,0.309,1.507,0.257,0.263,109.4,9400.0,179.9,24.93,9.8,5.7
-ReadyArt/Dark-Oddity-12B-v2.1-GGUF,https://huggingface.co/ReadyArt/Dark-Oddity-12B-v2.1-GGUF,11/5/2025,11/12/2025,llama-3,12.0,12.0,12.0,True,False,False,23.53,21.21,0.6,0.8,0.9,6.5,7.0,6.0,12.99,18.24,6.9,13.84,7.53,0.0606,0.1528,0.0872,0.1315,0.2598,-3.2%,65.3%,50.6%,39.9%,64.6%,30.0%,58.3%,40.0%,28.3%,23.8%,51.9%,48.3%,38.3%,32.9%,76.7%,63.3%,53.8%,Liberalism,False,0,0,LlamaForCausalLM,28.1,0.88,14.3,5.4,0.332,23.0,74.0,0.834,0.455,0.302,1.507,0.305,0.267,118.1,7831.0,185.9,25.28,9.7,6.0
-zerofata/MS3.2-PaintedFantasy-v3-24B,https://huggingface.co/zerofata/MS3.2-PaintedFantasy-v3-24B,11/9/2025,11/12/2025,mistral V7-Tekken,24.0,24.0,24.0,True,False,False,30.74,30.85,2.4,1.5,1.4,7.5,8.0,7.0,22.12,33.84,10.0,22.52,17.05,0.258,0.1502,0.2635,0.19,0.2643,-9.2%,61.3%,42.8%,44.2%,59.1%,41.5%,69.8%,39.6%,37.7%,33.1%,45.2%,55.0%,42.7%,35.0%,52.3%,60.2%,64.8%,Liberalism,False,0,3,MistralForCausalLM,39.7,0.89,15.5,7.1,0.303,43.0,65.0,0.884,0.429,0.275,1.46,0.252,0.235,50.9,7937.0,119.7,24.08,8.9,8.4
-OddTheGreat/Rotor_24B_V.1,https://huggingface.co/OddTheGreat/Rotor_24B_V.1,10/25/2025,11/12/2025,mistral V7-Tekken,24.0,24.0,24.0,True,True,False,38.16,45.27,2.9,2.4,4.6,8.5,7.0,10.0,29.42,36.18,25.17,26.91,32.85,0.1955,0.1843,0.267,0.4233,0.2756,-30.8%,69.0%,42.2%,44.0%,62.6%,45.0%,69.8%,41.5%,35.6%,35.8%,21.5%,55.2%,47.1%,29.8%,58.5%,66.5%,62.7%,Liberalism,False,0,0,MistralForCausalLM,46.4,0.9,12.6,5.8,0.356,26.0,62.0,0.892,0.486,0.295,1.407,0.431,0.255,60.8,6739.0,119.0,21.22,4.6,4.7
-OddTheGreat/Circuitry_24B_V.3,https://huggingface.co/OddTheGreat/Circuitry_24B_V.3,10/15/2025,11/12/2025,mistral V7-Tekken,24.0,24.0,24.0,True,True,False,36.66,43.24,4.1,1.5,4.5,8.0,7.0,9.0,21.38,21.61,16.55,25.99,31.75,0.2443,0.1983,0.1718,0.3525,0.3324,-17.9%,64.8%,44.7%,40.2%,62.7%,44.2%,67.1%,45.4%,34.4%,40.2%,31.0%,49.6%,41.7%,29.4%,62.9%,62.3%,62.9%,Liberalism,False,0,0,MistralForCausalLM,29.1,0.76,13.7,5.1,0.337,19.0,72.0,0.875,0.441,0.302,1.391,0.214,0.319,52.8,6346.0,143.6,21.93,5.8,5.6
-Naphula/Goetia-24B-v1.1 (chatml),https://huggingface.co/Naphula/Goetia-24B-v1.1,11/11/2025,11/12/2025,chatml,24.0,24.0,24.0,True,True,False,36.41,40.62,4.7,1.9,2.7,7.8,7.0,8.5,24.58,25.42,27.59,20.74,29.09,0.2199,0.1354,0.1425,0.295,0.2442,-18.7%,64.2%,44.6%,42.3%,60.6%,41.9%,73.1%,48.8%,34.6%,43.3%,29.6%,51.0%,45.8%,30.0%,57.9%,59.2%,64.6%,Liberalism,False,0,1,MistralForCausalLM,34.1,0.89,12.8,4.8,0.32,21.0,72.0,0.88,0.453,0.299,1.523,0.19,0.217,56.5,8605.0,154.6,22.58,7.2,7.3
-Naphula/Goetia-24B-v1.1 (mistral V7-Tekken),https://huggingface.co/Naphula/Goetia-24B-v1.1,11/11/2025,11/12/2025,mistral V7-Tekken,24.0,24.0,24.0,True,True,False,34.95,40.04,3.5,2.0,2.8,8.2,7.0,9.5,22.19,28.64,14.48,23.44,26.77,0.2387,0.1964,0.2167,0.2436,0.2764,-19.4%,64.4%,45.1%,39.0%,63.1%,45.4%,68.5%,49.2%,35.8%,42.7%,28.1%,43.5%,45.6%,27.7%,60.6%,62.7%,65.8%,Liberalism,False,0,0,MistralForCausalLM,32.9,0.89,12.7,4.6,0.326,15.0,61.0,0.883,0.45,0.288,1.487,0.215,0.269,53.6,6395.0,130.5,23.25,5.7,7.9
-Naphula/Goetia-24B-v1,https://huggingface.co/Naphula/Goetia-24B-v1,10/10/2025,11/12/2025,mistral V7-Tekken,24.0,24.0,24.0,True,True,False,39.04,43.79,4.1,2.6,3.9,7.5,7.0,8.0,24.98,30.79,15.52,28.63,34.04,0.3055,0.1759,0.3717,0.2545,0.3238,-22.8%,63.9%,44.2%,43.5%,61.1%,45.0%,67.9%,45.4%,35.8%,43.1%,29.4%,52.3%,47.5%,30.8%,55.8%,63.8%,63.8%,Liberalism,False,0,1,MistralForCausalLM,49.1,0.91,13.7,5.5,0.364,38.0,86.0,0.885,0.47,0.298,1.303,0.447,0.269,45.2,7001.0,101.3,23.1,7.6,6.5
-Naphula/Dark-World-24B-v1,https://huggingface.co/Naphula/Dark-World-24B-v1,11/5/2025,11/12/2025,mistral V7-Tekken,24.0,24.0,24.0,True,True,False,33.64,39.97,3.5,1.8,3.2,8.0,8.0,8.0,20.59,30.32,13.45,18.0,27.46,0.1712,0.1565,0.1681,0.19,0.2143,-18.8%,58.8%,44.2%,42.2%,64.2%,45.2%,67.3%,45.0%,46.7%,43.1%,34.0%,49.8%,47.9%,28.8%,62.3%,63.3%,67.1%,Liberalism,False,0,0,MistralForCausalLM,30.3,0.83,12.4,4.7,0.31,13.0,35.0,0.894,0.44,0.297,1.69,0.008,0.171,66.0,7684.0,144.9,24.08,6.8,7.5
-Naphula/Evilmind-24B-v1,https://huggingface.co/Naphula/Evilmind-24B-v1,11/2/2025,11/12/2025,mistral V7-Tekken,24.0,24.0,24.0,True,True,False,29.47,40.53,2.9,2.2,3.5,8.0,8.0,8.0,22.79,30.03,16.21,22.12,28.2,0.1957,0.1779,0.3239,0.1968,0.2119,-14.7%,59.5%,43.6%,39.9%,61.9%,47.1%,68.1%,46.0%,46.5%,37.3%,37.7%,48.5%,41.5%,29.6%,64.0%,64.8%,57.1%,Liberalism,False,0,0,MistralForCausalLM,31.9,0.86,11.6,4.8,0.294,26.0,6.0,0.903,0.457,0.265,1.56,0.292,0.193,60.8,6937.0,108.6,23.97,6.0,8.2
-grimjim/Mistral-Nemo-Instruct-2407-12B-Xmerge-test1,https://huggingface.co/grimjim/Mistral-Nemo-Instruct-2407-12B-Xmerge-test1,11/11/2025,11/12/2025,mistral V3-Tekken,12.0,12.0,12.0,True,True,False,37.03,26.02,2.9,1.6,1.8,4.5,5.0,4.0,21.68,24.4,17.93,22.7,20.09,0.1917,0.2397,0.1174,0.3221,0.2642,-17.5%,63.1%,42.6%,44.8%,63.4%,48.8%,64.0%,40.6%,41.0%,36.9%,32.7%,45.2%,49.4%,39.8%,57.5%,61.7%,71.0%,Liberalism,False,0,0,MistralForCausalLM,45.9,0.87,13.1,5.7,0.34,15.0,41.0,0.905,0.483,0.3,1.433,0.312,0.229,61.6,5397.0,166.5,22.27,1.8,4.2
-Disya/Mistral-qwq-12b-merge (chatml),https://huggingface.co/Disya/Mistral-qwq-12b-merge,5/12/2025,11/12/2025,chatml,12.0,12.0,12.0,True,True,False,35.2,28.25,2.9,1.4,1.7,5.8,6.0,5.5,21.11,21.71,24.14,17.49,19.1,0.0757,0.174,0.2118,0.1574,0.2554,-16.1%,64.3%,40.1%,41.7%,63.1%,56.9%,66.2%,43.3%,43.5%,34.2%,29.4%,43.5%,45.6%,35.8%,65.8%,59.0%,64.4%,Liberalism,False,0,0,MistralForCausalLM,45.2,0.98,12.8,5.1,0.315,22.0,66.0,0.89,0.468,0.288,1.447,0.38,0.233,104.8,7063.0,131.7,24.7,5.3,7.2
-Disya/Mistral-qwq-12b-merge (chatml w/ <think> prefill),https://huggingface.co/Disya/Mistral-qwq-12b-merge,5/12/2025,11/12/2025,chatml w/ <think> prefill,12.0,12.0,12.0,True,True,False,35.03,29.47,1.8,1.4,2.9,6.0,6.0,6.0,19.73,19.25,20.69,19.25,19.93,0.2663,0.1567,0.1506,0.1315,0.2575,-34.6%,69.6%,46.7%,46.8%,60.9%,48.1%,59.0%,47.3%,40.8%,32.7%,18.1%,49.6%,55.4%,35.0%,54.0%,67.5%,60.8%,Liberalism,True,1702,0,MistralForCausalLM,42.0,0.85,12.8,5.7,0.316,35.0,88.0,0.885,0.441,0.299,1.437,0.347,0.224,49.8,7679.0,151.3,25.28,4.5,5.8
-Delta-Vector/Francois-PE-V2-Huali-12B,https://huggingface.co/Delta-Vector/Francois-PE-V2-Huali-12B,4/30/2025,11/12/2025,chatml,12.0,12.0,12.0,True,False,False,32.8,25.9,1.8,1.8,0.7,6.2,5.0,7.5,16.29,14.79,12.41,21.67,14.47,0.2909,0.1544,0.0596,0.3416,0.2372,-12.8%,59.0%,43.1%,43.1%,59.1%,52.3%,61.2%,42.9%,44.4%,42.9%,35.6%,43.1%,47.1%,39.0%,55.2%,59.8%,62.3%,Liberalism,False,0,0,MistralForCausalLM,41.8,0.9,13.4,6.2,0.338,18.0,46.0,0.896,0.481,0.268,1.433,0.488,0.202,46.8,7768.0,213.2,22.05,6.3,7.1
+nvidia/Qwen3-Nemotron-32B-RLBFF (thinking=True),https://huggingface.co/nvidia/Qwen3-Nemotron-32B-RLBFF,10/12/2025,11/8/2025,chatml,32.0,32.0,32.0,TRUE,FALSE,FALSE,28.6,27.18,2.4,1.5,2.5,4.8,5.0,4.5,23.49,36.31,15.17,18.99,20.83,0.12,0.136,0.1229,0.3587,0.2119,-22.9%,67.1%,50.2%,47.1%,65.0%,40.4%,61.0%,52.1%,32.9%,35.6%,30.2%,49.4%,55.2%,36.7%,62.9%,62.3%,69.8%,Liberalism,True,4839,1,Qwen3ForCausalLM,31.1,0.72,14.4,6.3,0.316,86.0,100.0,0.839,0.423,0.337,1.48,0.566,0.19,81.2,8574.0,163.7,21.87,2.2,1.9
+huihui-ai/Huihui-Qwen3-VL-30B-A3B-Thinking-abliterated,https://huggingface.co/huihui-ai/Huihui-Qwen3-VL-30B-A3B-Thinking-abliterated,11/7/2025,11/8/2025,chatml,3.0,30.0,30.0,TRUE,FALSE,FALSE,22.11,27.58,1.2,1.0,1.0,8.2,9.0,7.5,14.12,24.04,7.93,10.39,10.42,0.0968,0.1283,0.1209,0.0728,0.1008,-10.9%,56.0%,46.0%,48.8%,53.9%,47.1%,69.4%,55.8%,34.2%,59.0%,37.9%,48.8%,52.7%,45.0%,38.8%,53.5%,69.4%,Centrism,True,3868,0,Qwen3VLMoeForConditionalGeneration,15.0,0.73,14.4,7.4,0.274,56.0,90.0,0.816,0.404,0.285,1.92,0.529,0.112,91.7,8968.0,164.7,27.2,1.5,0.0
+huihui-ai/Huihui-Qwen3-VL-32B-Thinking-abliterated,https://huggingface.co/huihui-ai/Huihui-Qwen3-VL-32B-Thinking-abliterated,10/23/2025,11/8/2025,chatml,32.0,32.0,32.0,TRUE,FALSE,FALSE,21.94,43.29,3.5,1.5,3.0,10.0,10.0,10.0,22.83,28.08,15.86,24.56,25.57,0.2663,0.1815,0.3869,0.1329,0.2602,-16.2%,60.0%,44.8%,46.3%,57.4%,50.2%,61.9%,46.5%,39.8%,45.4%,34.8%,50.2%,45.4%,43.3%,44.0%,61.2%,67.1%,Liberalism,True,4765,1,Qwen3VLForConditionalGeneration,27.8,0.58,15.4,6.9,0.335,87.0,100.0,0.839,0.428,0.338,1.41,0.447,0.227,49.8,6823.0,99.1,25.25,3.3,1.9
+allura-org/Q3-30b-A3b-Pentiment (thinking=False),https://huggingface.co/allura-org/Q3-30b-A3b-Pentiment,5/21/2025,11/9/2025,chatml,3.0,30.0,30.0,TRUE,TRUE,FALSE,31.22,29.37,3.5,1.2,1.7,6.0,4.0,8.0,16.24,25.36,9.66,13.71,19.8,0.0721,0.1616,0.0872,0.1054,0.2591,-21.5%,62.7%,48.3%,47.1%,58.5%,39.2%,61.9%,45.8%,36.2%,44.0%,31.7%,47.3%,58.3%,35.6%,45.4%,61.0%,69.2%,Liberalism,False,0,0,Qwen3MoeForCausalLM,31.7,1.06,13.7,4.2,0.363,15.0,8.0,0.863,0.455,0.325,1.433,0.508,0.25,107.6,7493.0,185.9,26.0,2.4,3.4
+allura-org/Q3-30b-A3b-Pentiment (thinking=True),https://huggingface.co/allura-org/Q3-30b-A3b-Pentiment,5/21/2025,11/9/2025,chatml,3.0,30.0,30.0,TRUE,TRUE,FALSE,32.42,26.8,2.4,1.8,3.1,3.8,3.0,4.5,22.63,34.5,14.14,19.24,23.46,0.14,0.1471,0.2094,0.2018,0.2637,-22.1%,64.8%,51.3%,48.4%,60.4%,41.5%,56.5%,51.9%,35.4%,39.0%,31.2%,59.4%,53.5%,32.3%,58.1%,57.9%,65.2%,Liberalism,True,3154,1,Qwen3MoeForCausalLM,31.0,0.76,12.8,5.2,0.363,60.0,98.0,0.873,0.431,0.348,1.414,0.634,0.259,74.3,8070.0,132.4,23.88,2.2,3.4
+soob3123/GrayLine-Qwen3-8B (thinking=False),https://huggingface.co/soob3123/GrayLine-Qwen3-8B,5/17/2025,11/9/2025,chatml,8.0,8.0,8.0,TRUE,FALSE,FALSE,25.08,30.22,3.5,1.1,1.9,6.2,6.0,6.5,13.36,27.3,1.72,11.07,20.13,0.0565,0.1746,0.0506,0.0664,0.2054,-11.4%,49.9%,49.4%,47.5%,61.1%,53.1%,51.7%,52.9%,53.3%,49.6%,47.3%,49.6%,43.3%,49.6%,54.6%,67.9%,60.8%,Centrism,False,0,3,Qwen3ForCausalLM,35.8,1.09,13.2,6.4,0.326,28.0,1.0,0.879,0.493,0.291,1.423,0.703,0.149,122.6,7042.0,225.9,27.5,4.1,5.0
+soob3123/GrayLine-Qwen3-8B (thinking=True),https://huggingface.co/soob3123/GrayLine-Qwen3-8B,5/17/2025,11/9/2025,chatml,8.0,8.0,8.0,TRUE,FALSE,FALSE,27.46,24.01,2.4,1.3,1.6,4.8,5.0,4.5,15.63,26.75,5.17,14.96,16.67,0.1064,0.1508,0.0812,0.1998,0.2097,-15.0%,63.1%,50.0%,43.9%,55.8%,46.5%,54.0%,50.4%,34.6%,45.0%,31.2%,40.2%,49.8%,41.7%,48.5%,58.8%,60.2%,Liberalism,True,2396,1,Qwen3ForCausalLM,31.0,0.92,14.1,8.6,0.318,23.0,62.0,0.888,0.472,0.259,1.423,0.607,0.15,86.9,7911.0,190.8,23.92,3.3,4.0
+soob3123/amoral-gemma3-12B-v2,https://huggingface.co/soob3123/amoral-gemma3-12B-v2,3/24/2025,11/9/2025,gemma-3,12.0,12.0,12.0,TRUE,FALSE,FALSE,32.71,29.01,2.4,1.1,0.7,8.0,9.0,7.0,19.07,22.16,17.24,17.82,13.08,0.2732,0.1414,0.1593,0.1048,0.2123,-8.7%,57.0%,48.2%,43.3%,61.8%,41.2%,60.4%,46.2%,45.4%,42.9%,40.6%,41.5%,50.4%,38.1%,57.3%,57.7%,70.4%,Liberalism,False,0,0,Gemma3ForConditionalGeneration,25.7,0.82,13.9,8.3,0.286,12.0,31.0,0.904,0.46,0.27,1.6,0.452,0.242,48.9,8322.0,148.0,26.02,3.8,4.8
+soob3123/Veiled-Calla-12B,https://huggingface.co/soob3123/Veiled-Calla-12B,4/16/2025,11/9/2025,gemma-3,12.0,12.0,12.0,TRUE,FALSE,FALSE,36.97,21.48,1.8,1.0,0.4,5.8,7.0,4.5,20.69,22.09,18.28,21.7,10.22,0.3352,0.2077,0.1807,0.1275,0.2338,-7.2%,54.4%,47.4%,42.8%,65.4%,44.0%,58.8%,44.8%,48.5%,42.1%,46.2%,42.9%,46.5%,39.2%,60.6%,62.3%,73.3%,Liberalism,False,0,0,Gemma3ForConditionalGeneration,27.5,0.77,14.2,7.2,0.299,9.0,59.0,0.896,0.425,0.273,1.62,0.215,0.249,42.3,6103.0,140.7,25.38,3.5,5.2
+arcee-ai/Arcee-Blitz,https://huggingface.co/arcee-ai/Arcee-Blitz,2/7/2025,11/9/2025,mistral V7-Tekken,24.0,24.0,24.0,TRUE,TRUE,FALSE,23.26,27.58,1.8,1.0,1.9,6.8,6.0,7.5,23.14,28.54,18.97,21.91,15.1,0.1383,0.1478,0.3821,0.1807,0.2467,-19.0%,67.3%,44.9%,45.5%,61.5%,39.0%,73.5%,47.1%,30.2%,35.6%,32.3%,51.9%,50.6%,34.0%,56.9%,59.6%,67.9%,Liberalism,False,0,0,MistralForCausalLM,35.2,0.86,11.1,5.5,0.362,26.0,90.0,0.863,0.482,0.32,1.43,0.416,0.209,74.9,8040.0,99.8,24.25,3.8,2.2
+arcee-ai/Homunculus (thinking=False),https://huggingface.co/arcee-ai/Homunculus,6/2/2025,11/9/2025,chatml,12.0,12.0,12.0,TRUE,FALSE,FALSE,26.73,25.27,2.4,0.9,2.6,4.8,4.0,5.5,15.2,21.3,7.93,16.37,18.32,0.1762,0.1628,0.0835,0.2377,0.1583,-23.1%,68.3%,43.9%,43.0%,65.4%,53.8%,69.6%,55.0%,32.9%,35.8%,26.5%,54.2%,47.7%,27.1%,62.3%,60.2%,73.8%,Liberalism,True,41,0,MistralForCausalLM,33.1,1.0,15.1,5.3,0.342,14.0,71.0,0.873,0.443,0.297,1.803,0.371,0.185,64.9,7448.0,188.9,23.33,3.3,4.4
+arcee-ai/Homunculus (thinking=True),https://huggingface.co/arcee-ai/Homunculus,6/2/2025,11/9/2025,chatml,12.0,12.0,12.0,TRUE,FALSE,FALSE,31.19,22.76,1.2,0.9,2.5,4.8,6.0,3.5,17.99,28.54,8.97,16.47,15.03,0.1295,0.1361,0.1044,0.2801,0.1735,-19.9%,66.8%,49.5%,46.7%,59.7%,49.0%,56.7%,54.2%,33.3%,34.8%,31.5%,48.1%,51.9%,40.2%,55.4%,61.2%,62.5%,Liberalism,True,2780,5,MistralForCausalLM,33.1,0.88,14.3,5.9,0.317,45.0,79.0,0.886,0.433,0.301,1.653,0.353,0.166,77.8,8569.0,174.0,22.77,2.7,4.5
+TheDrummer/Skyfall-36B-v2,https://huggingface.co/TheDrummer/Skyfall-36B-v2,2/3/2025,11/11/2025,mistral V7-Tekken,36.0,36.0,36.0,TRUE,FALSE,FALSE,38.8,30.17,2.9,2.1,1.4,6.0,7.0,5.0,26.65,26.5,24.14,29.3,20.85,0.291,0.1606,0.3188,0.446,0.2488,-18.9%,65.1%,45.6%,41.7%,61.0%,43.8%,66.5%,47.1%,39.2%,33.5%,31.9%,44.8%,46.9%,33.3%,60.4%,64.4%,58.3%,Liberalism,False,0,0,MistralForCausalLM,46.3,0.96,13.1,5.6,0.324,16.0,19.0,0.896,0.497,0.272,1.44,0.326,0.204,46.8,7530.0,109.5,21.0,9.1,7.5
+allura-org/Q3-30B-A3B-Designant,https://huggingface.co/allura-org/Q3-30B-A3B-Designant,5/26/2025,11/11/2025,chatml,3.0,30.0,30.0,TRUE,TRUE,FALSE,NA,32.91,4.1,1.6,1.9,6.2,6.0,6.5,17.14,25.24,6.21,19.96,23.67,0.1935,0.1477,0.1423,0.1959,0.3187,-13.0%,62.2%,44.8%,47.8%,57.2%,39.8%,60.8%,35.0%,40.0%,36.9%,36.7%,52.9%,59.0%,31.5%,50.2%,50.2%,71.2%,Liberalism,False,0,20,Qwen3MoeForCausalLM,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1.28,0.611,0.256,61.2,8043.0,154.7,23.98,NA,NA
+schonsense/Diagesis,https://huggingface.co/schonsense/Diagesis,11/9/2025,11/11/2025,llama-3,70.0,70.0,70.0,TRUE,TRUE,FALSE,NA,35.47,2.9,2.6,3.4,5.5,6.0,5.0,24.71,34.4,27.93,11.79,29.37,0.0585,0.1283,0.0993,0.067,0.2364,-0.9%,53.0%,40.1%,42.3%,58.4%,57.7%,66.9%,44.8%,57.1%,44.0%,40.0%,31.9%,44.6%,50.4%,56.7%,53.1%,65.4%,Liberalism,False,0,12,LlamaForCausalLM,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1.46,0.352,0.197,120.3,8966.0,177.3,27.47,NA,NA
+WokeAI/Tankie-DPE-12b-SFT,https://huggingface.co/WokeAI/Tankie-DPE-12b-SFT,11/10/2025,11/11/2025,chatml,12.0,12.0,12.0,TRUE,FALSE,FALSE,34.98,25.08,1.8,0.9,0.8,7.0,6.0,8.0,17.38,16.39,13.45,22.31,11.05,0.0737,0.1787,0.4125,0.2241,0.2263,-20.1%,61.0%,40.6%,48.1%,62.9%,52.5%,61.7%,35.8%,43.8%,36.5%,36.7%,61.7%,42.5%,40.0%,67.9%,64.8%,56.0%,Liberalism,False,0,0,MistralForCausalLM,26.2,0.73,12.4,6.3,0.258,19.0,36.0,0.848,0.378,0.26,1.573,0.125,0.187,106.4,6911.0,95.6,23.53,3.8,6.4
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+soob3123/amoral-gemma3-4B-v2,https://huggingface.co/soob3123/amoral-gemma3-4B-v2,3/31/2025,11/12/2025,gemma-3,4.0,4.0,4.0,TRUE,FALSE,FALSE,14.63,22.82,1.2,1.0,0.5,6.8,8.0,5.5,11.16,16.88,6.21,10.4,8.85,0.0341,0.1516,0.0779,0.045,0.2115,-23.9%,52.2%,46.1%,52.2%,54.5%,44.2%,61.2%,43.8%,61.2%,55.8%,26.2%,47.9%,67.1%,41.5%,48.8%,54.6%,60.2%,Centrism,False,0,0,Gemma3ForConditionalGeneration,17.8,0.79,16.2,10.6,0.218,11.0,28.0,0.9,0.457,0.231,1.72,0.115,0.212,159.8,7881.0,193.7,28.78,2.3,6.5
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+ReadyArt/Dark-Oddity-12B-v2.0,https://huggingface.co/ReadyArt/Dark-Oddity-12B-v2.0,11/4/2025,11/12/2025,llama-3,12.0,12.0,12.0,TRUE,FALSE,FALSE,23.34,17.64,0.0,0.8,0.9,5.5,6.0,5.0,14.1,21.51,6.9,13.91,5.97,0.07,0.1206,0.0954,0.1465,0.2628,0.1%,59.2%,54.3%,43.2%,61.8%,25.0%,52.1%,40.0%,41.7%,28.8%,51.9%,48.3%,38.3%,42.9%,73.3%,58.3%,53.8%,Liberalism,False,0,0,LlamaForCausalLM,29.1,0.9,14.5,5.2,0.316,28.0,69.0,0.816,0.443,0.309,1.507,0.257,0.263,109.4,9400.0,179.9,24.93,9.8,5.7
+ReadyArt/Dark-Oddity-12B-v2.1-GGUF,https://huggingface.co/ReadyArt/Dark-Oddity-12B-v2.1-GGUF,11/5/2025,11/12/2025,llama-3,12.0,12.0,12.0,TRUE,FALSE,FALSE,23.53,21.21,0.6,0.8,0.9,6.5,7.0,6.0,12.99,18.24,6.9,13.84,7.53,0.0606,0.1528,0.0872,0.1315,0.2598,-3.2%,65.3%,50.6%,39.9%,64.6%,30.0%,58.3%,40.0%,28.3%,23.8%,51.9%,48.3%,38.3%,32.9%,76.7%,63.3%,53.8%,Liberalism,False,0,0,LlamaForCausalLM,28.1,0.88,14.3,5.4,0.332,23.0,74.0,0.834,0.455,0.302,1.507,0.305,0.267,118.1,7831.0,185.9,25.28,9.7,6.0
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+OddTheGreat/Rotor_24B_V.1,https://huggingface.co/OddTheGreat/Rotor_24B_V.1,10/25/2025,11/12/2025,mistral V7-Tekken,24.0,24.0,24.0,TRUE,TRUE,FALSE,38.16,45.27,2.9,2.4,4.6,8.5,7.0,10.0,29.42,36.18,25.17,26.91,32.85,0.1955,0.1843,0.267,0.4233,0.2756,-30.8%,69.0%,42.2%,44.0%,62.6%,45.0%,69.8%,41.5%,35.6%,35.8%,21.5%,55.2%,47.1%,29.8%,58.5%,66.5%,62.7%,Liberalism,False,0,0,MistralForCausalLM,46.4,0.9,12.6,5.8,0.356,26.0,62.0,0.892,0.486,0.295,1.407,0.431,0.255,60.8,6739.0,119.0,21.22,4.6,4.7
+OddTheGreat/Circuitry_24B_V.3,https://huggingface.co/OddTheGreat/Circuitry_24B_V.3,10/15/2025,11/12/2025,mistral V7-Tekken,24.0,24.0,24.0,TRUE,TRUE,FALSE,36.66,43.24,4.1,1.5,4.5,8.0,7.0,9.0,21.38,21.61,16.55,25.99,31.75,0.2443,0.1983,0.1718,0.3525,0.3324,-17.9%,64.8%,44.7%,40.2%,62.7%,44.2%,67.1%,45.4%,34.4%,40.2%,31.0%,49.6%,41.7%,29.4%,62.9%,62.3%,62.9%,Liberalism,False,0,0,MistralForCausalLM,29.1,0.76,13.7,5.1,0.337,19.0,72.0,0.875,0.441,0.301,1.391,0.214,0.319,52.8,6346.0,143.6,21.93,5.8,5.6
+Naphula/Goetia-24B-v1.1 (chatml),https://huggingface.co/Naphula/Goetia-24B-v1.1,11/11/2025,11/12/2025,chatml,24.0,24.0,24.0,TRUE,TRUE,FALSE,36.41,40.62,4.7,1.9,2.7,7.8,7.0,8.5,24.58,25.42,27.59,20.74,29.09,0.2199,0.1354,0.1425,0.295,0.2442,-18.7%,64.2%,44.6%,42.3%,60.6%,41.9%,73.1%,48.8%,34.6%,43.3%,29.6%,51.0%,45.8%,30.0%,57.9%,59.2%,64.6%,Liberalism,False,0,1,MistralForCausalLM,34.1,0.89,12.8,4.8,0.32,21.0,72.0,0.88,0.453,0.299,1.523,0.19,0.217,56.5,8605.0,154.6,22.58,7.2,7.3
+Naphula/Goetia-24B-v1.1 (mistral V7-Tekken),https://huggingface.co/Naphula/Goetia-24B-v1.1,11/11/2025,11/12/2025,mistral V7-Tekken,24.0,24.0,24.0,TRUE,TRUE,FALSE,34.95,40.04,3.5,2.0,2.8,8.2,7.0,9.5,22.19,28.64,14.48,23.44,26.77,0.2387,0.1964,0.2167,0.2436,0.2764,-19.4%,64.4%,45.1%,39.0%,63.1%,45.4%,68.5%,49.2%,35.8%,42.7%,28.1%,43.5%,45.6%,27.7%,60.6%,62.7%,65.8%,Liberalism,False,0,0,MistralForCausalLM,32.9,0.89,12.7,4.6,0.326,15.0,61.0,0.883,0.45,0.288,1.487,0.215,0.269,53.6,6395.0,130.5,23.25,5.7,7.9
+Naphula/Goetia-24B-v1,https://huggingface.co/Naphula/Goetia-24B-v1,10/10/2025,11/12/2025,mistral V7-Tekken,24.0,24.0,24.0,TRUE,TRUE,FALSE,39.04,43.79,4.1,2.6,3.9,7.5,7.0,8.0,24.98,30.79,15.52,28.63,34.04,0.3055,0.1759,0.3717,0.2545,0.3238,-22.8%,63.9%,44.2%,43.5%,61.1%,45.0%,67.9%,45.4%,35.8%,43.1%,29.4%,52.3%,47.5%,30.8%,55.8%,63.8%,63.8%,Liberalism,False,0,1,MistralForCausalLM,49.1,0.91,13.7,5.5,0.364,38.0,86.0,0.885,0.47,0.297,1.303,0.447,0.269,45.2,7001.0,101.3,23.1,7.6,6.5
+Naphula/Dark-World-24B-v1,https://huggingface.co/Naphula/Dark-World-24B-v1,11/5/2025,11/12/2025,mistral V7-Tekken,24.0,24.0,24.0,TRUE,TRUE,FALSE,33.64,39.97,3.5,1.8,3.2,8.0,8.0,8.0,20.59,30.32,13.45,18.0,27.46,0.1712,0.1565,0.1681,0.19,0.2143,-18.8%,58.8%,44.2%,42.2%,64.2%,45.2%,67.3%,45.0%,46.7%,43.1%,34.0%,49.8%,47.9%,28.8%,62.3%,63.3%,67.1%,Liberalism,False,0,0,MistralForCausalLM,30.3,0.83,12.4,4.7,0.31,13.0,35.0,0.894,0.44,0.296,1.69,0.008,0.171,66.0,7684.0,144.9,24.08,6.8,7.5
+Naphula/Evilmind-24B-v1,https://huggingface.co/Naphula/Evilmind-24B-v1,11/2/2025,11/12/2025,mistral V7-Tekken,24.0,24.0,24.0,TRUE,TRUE,FALSE,29.47,40.53,2.9,2.2,3.5,8.0,8.0,8.0,22.79,30.03,16.21,22.12,28.2,0.1957,0.1779,0.3239,0.1968,0.2119,-14.7%,59.5%,43.6%,39.9%,61.9%,47.1%,68.1%,46.0%,46.5%,37.3%,37.7%,48.5%,41.5%,29.6%,64.0%,64.8%,57.1%,Liberalism,False,0,0,MistralForCausalLM,31.9,0.86,11.6,4.8,0.294,26.0,6.0,0.903,0.457,0.265,1.56,0.292,0.193,60.8,6937.0,108.6,23.97,6.0,8.2
+grimjim/Mistral-Nemo-Instruct-2407-12B-Xmerge-test1,https://huggingface.co/grimjim/Mistral-Nemo-Instruct-2407-12B-Xmerge-test1,11/11/2025,11/12/2025,mistral V3-Tekken,12.0,12.0,12.0,TRUE,TRUE,FALSE,37.03,26.02,2.9,1.6,1.8,4.5,5.0,4.0,21.68,24.4,17.93,22.7,20.09,0.1917,0.2397,0.1174,0.3221,0.2642,-17.5%,63.1%,42.6%,44.8%,63.4%,48.8%,64.0%,40.6%,41.0%,36.9%,32.7%,45.2%,49.4%,39.8%,57.5%,61.7%,71.0%,Liberalism,False,0,0,MistralForCausalLM,45.9,0.87,13.1,5.7,0.34,15.0,41.0,0.905,0.483,0.3,1.433,0.312,0.229,61.6,5397.0,166.5,22.27,1.8,4.2
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+Disya/Mistral-qwq-12b-merge (chatml w/ <think> prefill),https://huggingface.co/Disya/Mistral-qwq-12b-merge,5/12/2025,11/12/2025,chatml w/ <think> prefill,12.0,12.0,12.0,TRUE,TRUE,FALSE,35.03,29.47,1.8,1.4,2.9,6.0,6.0,6.0,19.73,19.25,20.69,19.25,19.93,0.2663,0.1567,0.1506,0.1315,0.2575,-34.6%,69.6%,46.7%,46.8%,60.9%,48.1%,59.0%,47.3%,40.8%,32.7%,18.1%,49.6%,55.4%,35.0%,54.0%,67.5%,60.8%,Liberalism,True,1702,0,MistralForCausalLM,42.0,0.85,12.8,5.7,0.316,35.0,88.0,0.885,0.441,0.299,1.437,0.347,0.224,49.8,7679.0,151.3,25.28,4.5,5.8
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