Upload ugi-leaderboard-data.csv

ugi-leaderboard-data.csv

@@ -1071,15 +1071,19 @@ openai/gpt-5.4-2026-03-05 (reasoning_effort=xhigh),https://huggingface.co/openai
 xai/grok-4.20-multi-agent-beta-0309 (agent_count=4),https://huggingface.co/xai/grok-4.20-multi-agent-beta-0309 (agent_count=4),3/11/2026,3/13/2026,,,,,FALSE,FALSE,TRUE,63.13,70.0,72.51,8.8,4.9,8.8,6.5,7.0,6.0,56.34,76.88,49.66,42.5,72.51,0.4634,0.1924,0.5306,0.5498,0.3888,12.7%,58.5%,45.3%,24.0%,66.6%,41.7%,60.4%,38.1%,44.0%,36.9%,43.8%,19.2%,27.7%,25.2%,74.6%,51.2%,74.0%,Classical Liberalism,True,47312,0,,35.6,0.68,13.3,5.7,0.356,38.0,96.0,0.885,0.432,0.276,1.237,0.402,0.332,32.3,6506.0,81.6,20.05,9.7,5.0
 xai/grok-4.20-beta-0309-reasoning,https://huggingface.co/xai/grok-4.20-beta-0309-reasoning,3/11/2026,3/13/2026,,,,,FALSE,FALSE,TRUE,57.41,53.16,52.25,6.5,4.0,5.7,5.5,5.0,6.0,53.67,75.82,41.38,43.82,52.25,0.4124,0.4036,0.5568,0.3829,0.4353,29.7%,49.8%,42.6%,17.5%,62.6%,56.5%,52.7%,37.1%,57.9%,43.3%,49.4%,11.2%,16.9%,24.4%,67.5%,40.8%,79.4%,Classical Liberalism,True,0,0,,25.3,0.74,13.4,5.6,0.33,43.0,96.0,0.877,0.438,0.299,1.217,0.342,0.399,35.8,3244.0,78.8,21.62,9.5,5.9
 xai/grok-4.20-beta-0309-non-reasoning,https://huggingface.co/xai/grok-4.20-beta-0309-non-reasoning,3/11/2026,3/13/2026,,,,,FALSE,FALSE,TRUE,43.88,30.25,25.37,2.4,2.3,2.9,4.0,5.0,3.0,39.77,55.31,33.45,30.56,25.37,0.2202,0.2511,0.3307,0.378,0.3481,11.7%,53.3%,46.3%,30.0%,57.6%,38.3%,58.1%,35.4%,54.0%,41.5%,44.6%,24.8%,31.5%,33.8%,54.4%,49.0%,69.4%,Classical Liberalism,False,0,0,,23.2,0.76,14.0,4.6,0.353,37.0,88.0,0.849,0.439,0.303,1.297,0.373,0.302,56.5,5180.0,107.5,21.67,8.8,6.8
-Qwen/Qwen3.5-35B-A3B (no thinking),https://huggingface.co/Qwen/Qwen3.5-35B-A3B,2/24/2026,3/14/2026,chatml w/ no thinking,3.0,35.0,35.0,FALSE,FALSE,TRUE,37.0,23.15,20.98,4.1,0.8,2.1,2.8,4.0,1.5,24.97,24.78,12.41,37.7,20.98,0.4402,0.1294,0.4529,0.6033,0.2591,-20.7%,65.2%,46.5%,44.4%,56.8%,42.3%,66.2%,48.1%,37.3%,38.3%,28.8%,45.4%,50.8%,36.9%,46.5%,61.7%,62.3%,Liberalism,False,0,3,Unknown,40.6,0.76,12.7,6.3,0.329,17.0,89.0,0.823,0.439,0.32,1.513,0.112,0.22,33.8,8908.0,90.5,19.57,3.0,5.0
+Qwen/Qwen3.5-35B-A3B (no thinking),https://huggingface.co/Qwen/Qwen3.5-35B-A3B,2/24/2026,3/14/2026,chatml w/ no thinking,3.0,35.0,35.0,FALSE,FALSE,TRUE,37.0,23.15,20.98,4.1,0.8,2.1,2.8,4.0,1.5,24.97,24.78,12.41,37.7,20.98,0.4402,0.1294,0.4529,0.6033,0.2591,-20.7%,65.2%,46.5%,44.4%,56.8%,42.3%,66.2%,48.1%,37.3%,38.3%,28.8%,45.4%,50.8%,36.9%,46.5%,61.7%,62.3%,Liberalism,False,0,3,Qwen3_5MoeForConditionalGeneration,40.6,0.76,12.7,6.3,0.329,17.0,89.0,0.823,0.439,0.32,1.513,0.112,0.22,33.8,8908.0,90.5,19.57,3.0,5.0
 Qwen/Qwen3.5-35B-A3B (<think> prefill),https://huggingface.co/Qwen/Qwen3.5-35B-A3B,2/24/2026,3/14/2026,chatml w/ <think> prefill,3.0,35.0,35.0,FALSE,FALSE,TRUE,42.58,16.3,13.19,0.0,0.9,2.9,2.2,3.0,1.5,33.09,52.29,20.69,26.3,13.19,0.1634,0.1105,0.5124,0.2448,0.2838,-18.9%,68.8%,46.6%,43.5%,58.6%,39.2%,69.4%,48.3%,31.9%,33.8%,27.9%,44.6%,52.5%,33.5%,53.8%,57.7%,64.4%,Liberalism,True,14784,3,Qwen3_5MoeForConditionalGeneration,22.8,0.74,12.4,6.3,0.283,18.0,86.0,0.85,0.403,0.299,1.473,0.213,0.275,67.9,10042.0,83.6,23.23,2.2,4.9
 Qwen/Qwen3.5-27B (<think> prefill),https://huggingface.co/Qwen/Qwen3.5-27B,2/24/2026,3/9/2026,chatml w/ <think> prefill,27.0,27.0,27.0,FALSE,FALSE,TRUE,42.37,15.98,17.72,1.8,1.0,2.7,1.2,1.0,1.5,35.83,52.48,18.97,36.03,17.72,0.5144,0.2508,0.4146,0.354,0.2677,-17.8%,69.9%,45.3%,42.7%,57.2%,46.5%,63.8%,46.0%,27.3%,35.8%,27.1%,48.5%,47.9%,31.7%,54.0%,55.6%,61.9%,Liberalism,True,13700,2,Qwen3_5ForConditionalGeneration,24.8,0.72,11.8,6.0,0.311,11.0,90.0,0.858,0.412,0.31,1.487,0.305,0.271,29.2,5186.0,95.4,21.92,2.0,4.4
 Qwen/Qwen3.5-27B (no thinking),https://huggingface.co/Qwen/Qwen3.5-27B,2/24/2026,3/8/2026,chatml w/ no thinking,27.0,27.0,27.0,FALSE,FALSE,TRUE,39.94,22.32,19.73,1.8,1.6,2.6,2.8,4.0,1.5,28.8,33.22,18.97,34.22,19.73,0.4149,0.2055,0.4064,0.4028,0.2815,-26.0%,71.9%,47.8%,43.8%,61.6%,41.0%,62.9%,47.5%,28.1%,31.9%,24.4%,48.3%,57.1%,25.8%,59.2%,60.6%,65.0%,Liberalism,False,0,2,Qwen3_5ForConditionalGeneration,40.7,0.76,12.9,6.1,0.33,19.0,95.0,0.822,0.442,0.326,1.437,0.418,0.287,35.6,6158.0,96.4,21.42,2.0,3.7
-Qwen/Qwen3.5-9B (no thinking),https://huggingface.co/Qwen/Qwen3.5-9B,2/27/2026,3/14/2026,chatml w/ no thinking,9.0,9.0,9.0,FALSE,FALSE,TRUE,33.52,17.27,14.65,2.4,1.4,0.9,2.2,3.0,1.5,17.62,21.14,8.97,22.77,14.65,0.2377,0.1569,0.1378,0.3928,0.2133,-12.2%,66.1%,50.6%,42.7%,58.1%,39.6%,58.3%,49.8%,36.0%,28.5%,37.1%,47.3%,47.3%,33.5%,55.6%,58.1%,60.4%,Liberalism,False,0,2,Unknown,39.1,0.76,13.2,6.6,0.319,21.0,89.0,0.833,0.438,0.309,1.83,0.083,0.236,53.7,7672.0,156.6,21.52,4.3,4.3
-Qwen/Qwen3.5-9B (<think> prefill),https://huggingface.co/Qwen/Qwen3.5-9B,2/27/2026,3/14/2026,chatml w/ <think> prefill,9.0,9.0,9.0,FALSE,FALSE,TRUE,40.35,17.46,17.43,2.4,0.8,2.5,1.8,2.0,1.5,31.04,45.15,18.62,29.36,17.43,0.2609,0.1718,0.3101,0.425,0.3004,-14.7%,68.5%,47.3%,42.3%,58.1%,43.3%,62.1%,47.3%,31.9%,30.8%,31.9%,45.0%,46.9%,35.0%,51.0%,57.9%,65.4%,Liberalism,True,15162,4,Qwen3_5ForConditionalGeneration,25.7,0.75,11.8,6.1,0.294,13.0,66.0,0.857,0.4,0.294,1.45,0.096,0.261,50.5,7135.0,111.0,21.2,1.3,4.2
-Qwen/Qwen3.5-4B (no thinking),https://huggingface.co/Qwen/Qwen3.5-4B,2/27/2026,3/14/2026,chatml w/ no thinking,4.0,4.0,4.0,FALSE,FALSE,TRUE,29.68,15.32,11.73,1.2,0.9,1.5,2.2,3.0,1.5,13.45,26.55,0.0,13.79,11.73,0.097,0.178,0.1595,0.0684,0.1867,-17.3%,59.9%,46.9%,50.1%,56.0%,44.0%,66.9%,51.5%,49.8%,36.2%,34.2%,51.9%,52.9%,45.6%,47.1%,57.7%,63.1%,Liberalism,False,0,0,Unknown,42.5,0.79,13.1,6.3,0.317,18.0,71.0,0.83,0.452,0.317,1.763,0.092,0.166,91.5,6932.0,147.9,27.4,3.7,3.6
-Qwen/Qwen3.5-4B (<think> prefill),https://huggingface.co/Qwen/Qwen3.5-4B,2/27/2026,3/14/2026,chatml w/ <think> prefill,4.0,4.0,4.0,FALSE,FALSE,TRUE,33.1,9.29,6.43,0.0,1.0,0.7,1.5,3.0,0.0,21.56,36.21,3.45,25.03,6.43,0.2005,0.1016,0.3148,0.413,0.2218,-23.1%,67.0%,48.5%,49.2%,60.6%,45.0%,63.3%,53.8%,38.8%,30.2%,30.0%,56.2%,55.4%,36.0%,60.2%,58.8%,62.9%,Liberalism,True,15147,8,Qwen3_5ForConditionalGeneration,25.0,0.77,12.1,5.6,0.283,16.0,59.0,0.848,0.407,0.308,1.527,0.274,0.192,59.9,10691.0,110.2,21.32,1.7,3.7
+Qwen/Qwen3.5-9B (no thinking),https://huggingface.co/Qwen/Qwen3.5-9B,2/27/2026,3/14/2026,chatml w/ no thinking,9.0,9.0,9.0,FALSE,FALSE,TRUE,33.52,17.27,14.65,2.4,1.4,0.9,2.2,3.0,1.5,17.62,21.14,8.97,22.77,14.65,0.2377,0.1569,0.1378,0.3928,0.2133,-12.2%,66.1%,50.6%,42.7%,58.1%,39.6%,58.3%,49.8%,36.0%,28.5%,37.1%,47.3%,47.3%,33.5%,55.6%,58.1%,60.4%,Liberalism,False,0,2,Qwen3_5ForConditionalGeneration,39.1,0.76,13.2,6.6,0.319,21.0,89.0,0.833,0.438,0.309,1.83,0.083,0.236,53.7,7672.0,156.6,21.52,4.3,4.3
+Qwen/Qwen3.5-9B (<think> prefill),https://huggingface.co/Qwen/Qwen3.5-9B,2/27/2026,3/15/2026,chatml w/ <think> prefill,9.0,9.0,9.0,FALSE,FALSE,TRUE,39.5,15.08,13.87,1.2,0.9,2.2,1.8,2.0,1.5,30.98,48.23,15.17,29.55,13.87,0.2429,0.1616,0.4519,0.3251,0.2961,-15.3%,67.1%,44.6%,40.6%,62.6%,42.1%,71.9%,47.7%,30.4%,34.2%,34.2%,46.7%,47.3%,27.7%,59.2%,60.2%,68.5%,Liberalism,True,16045,5,Qwen3_5ForConditionalGeneration,24.9,0.7,12.1,6.5,0.305,15.0,82.0,0.843,0.406,0.305,1.428,0.193,0.265,53.0,7494.0,90.6,22.23,1.6,4.5
+Qwen/Qwen3.5-4B (no thinking),https://huggingface.co/Qwen/Qwen3.5-4B,2/27/2026,3/14/2026,chatml w/ no thinking,4.0,4.0,4.0,FALSE,FALSE,TRUE,29.68,15.32,11.73,1.2,0.9,1.5,2.2,3.0,1.5,13.45,26.55,0.0,13.79,11.73,0.097,0.178,0.1595,0.0684,0.1867,-17.3%,59.9%,46.9%,50.1%,56.0%,44.0%,66.9%,51.5%,49.8%,36.2%,34.2%,51.9%,52.9%,45.6%,47.1%,57.7%,63.1%,Liberalism,False,0,0,Qwen3_5ForConditionalGeneration,42.5,0.79,13.1,6.3,0.317,18.0,71.0,0.83,0.452,0.317,1.763,0.092,0.166,91.5,6932.0,147.9,27.4,3.7,3.6
+Qwen/Qwen3.5-4B (<think> prefill),https://huggingface.co/Qwen/Qwen3.5-4B,2/27/2026,3/15/2026,chatml w/ <think> prefill,4.0,4.0,4.0,FALSE,FALSE,TRUE,30.82,10.39,10.58,0.0,1.0,2.0,1.0,2.0,0.0,23.88,38.45,6.9,26.3,10.58,0.182,0.1687,0.3697,0.413,0.1817,-20.0%,66.5%,49.2%,48.1%,53.8%,41.7%,63.1%,52.5%,40.4%,34.2%,25.8%,44.4%,56.0%,44.0%,50.8%,55.6%,55.0%,Liberalism,True,16742,3,Qwen3_5ForConditionalGeneration,25.7,0.76,11.6,5.3,0.305,16.0,59.0,0.841,0.418,0.321,1.557,0.395,0.147,63.6,7238.0,101.5,21.32,2.6,4.0
 Qwen/Qwen3.5-2B (<think> prefill),https://huggingface.co/Qwen/Qwen3.5-2B,3/1/2026,3/14/2026,chatml w/ <think> prefill,2.0,2.0,2.0,FALSE,FALSE,TRUE,19.27,5.9,2.6,0.6,0.3,0.0,1.2,1.0,1.5,9.03,15.21,5.17,6.72,2.6,0.0661,0.1696,0.0577,0.0428,NA,-14.3%,58.5%,52.2%,51.7%,54.0%,44.2%,52.1%,52.7%,39.8%,44.8%,39.8%,56.2%,49.2%,49.8%,44.6%,58.5%,59.0%,Centrism,True,16695,8,Qwen3_5ForConditionalGeneration,30.0,0.81,11.8,5.1,0.329,17.0,49.0,0.805,0.428,0.328,NA,NA,NA,112.8,7208.0,215.7,28.95,0.5,2.1
-Qwen/Qwen3.5-2B (no thinking),https://huggingface.co/Qwen/Qwen3.5-2B,3/1/2026,3/14/2026,chatml w/ no thinking,2.0,2.0,2.0,FALSE,FALSE,TRUE,29.0,25.94,8.91,0.6,0.8,1.3,6.0,4.0,8.0,9.01,15.82,6.21,5.0,8.91,0.0252,0.1514,0.0261,0.0001,0.0474,-21.1%,61.4%,52.8%,44.6%,56.7%,41.0%,56.2%,55.8%,41.5%,46.0%,28.3%,40.8%,54.6%,38.3%,37.3%,62.3%,70.4%,Liberalism,False,0,0,Unknown,46.0,0.87,13.4,5.8,0.287,16.0,75.0,0.815,0.444,0.34,2.103,0.574,0.03,186.7,7887.0,283.9,54.88,2.0,3.1
+Qwen/Qwen3.5-2B (no thinking),https://huggingface.co/Qwen/Qwen3.5-2B,3/1/2026,3/14/2026,chatml w/ no thinking,2.0,2.0,2.0,FALSE,FALSE,TRUE,29.0,25.94,8.91,0.6,0.8,1.3,6.0,4.0,8.0,9.01,15.82,6.21,5.0,8.91,0.0252,0.1514,0.0261,0.0001,0.0474,-21.1%,61.4%,52.8%,44.6%,56.7%,41.0%,56.2%,55.8%,41.5%,46.0%,28.3%,40.8%,54.6%,38.3%,37.3%,62.3%,70.4%,Liberalism,False,0,0,Qwen3_5ForConditionalGeneration,46.0,0.87,13.4,5.8,0.287,16.0,75.0,0.815,0.444,0.34,2.103,0.574,0.03,186.7,7887.0,283.9,54.88,2.0,3.1
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+huihui-ai/Huihui-Qwen3.5-27B-abliterated (no thinking),https://huggingface.co/huihui-ai/Huihui-Qwen3.5-27B-abliterated,2/27/2026,3/15/2026,chatml w/ no thinking,27.0,27.0,27.0,True,False,False,35.63,44.87,22.3,2.9,1.6,2.4,9.0,8.0,10.0,22.36,29.95,13.45,23.67,22.3,0.2564,0.1733,0.4617,0.0819,0.2104,-24.2%,70.3%,42.5%,47.8%,62.9%,48.3%,66.7%,42.5%,25.6%,41.0%,22.5%,55.4%,45.2%,42.9%,62.1%,58.5%,68.1%,Liberalism,False,0,0,Qwen3_5ForConditionalGeneration,35.8,0.66,13.2,8.0,0.304,16.0,91.0,0.848,0.45,0.307,1.593,0.672,0.259,51.1,7086.0,89.5,26.82,1.6,0.9
+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