Upload ugi-leaderboard-data.csv

ugi-leaderboard-data.csv

@@ -1035,10 +1035,6 @@ darkc0de/GLM-4.7-Flash-heretic-1.2.0 (no-think),https://huggingface.co/darkc0de/
 darkc0de/GLM-4.7-Flash-heretic-1.2.0 (<think> prefill),https://huggingface.co/darkc0de/GLM-4.7-Flash-heretic-1.2.0,2/24/2026,2/24/2026,glm-4.7 w/ <think> prefill,3.0,30.0,30.0,TRUE,FALSE,FALSE,16.17,44.25,21.37,2.4,1.9,2.3,9.0,8.0,10.0,25.36,42.32,14.14,19.62,21.37,0.1238,0.1175,0.1814,0.232,0.3265,-12.4%,56.5%,44.5%,44.9%,61.5%,52.9%,59.4%,45.8%,42.3%,50.4%,37.7%,47.1%,46.2%,41.2%,55.6%,59.6%,69.2%,Liberalism,True,10365,5,Glm4MoeLiteForCausalLM,24.8,0.66,11.6,5.1,0.374,166.0,100.0,0.838,0.417,0.386,1.431,0.061,0.291,79.8,9585.0,140.5,23.42,3.8,3.2
 Qwen/Qwen3.5-122B-A10B (reasoning=disabled),https://huggingface.co/Qwen/Qwen3.5-122B-A10B,2/24/2026,2/25/2026,,10.0,122.0,122.0,FALSE,FALSE,TRUE,39.54,17.71,17.81,1.8,1.4,2.3,1.8,2.0,1.5,31.08,39.36,22.41,31.45,17.81,0.3448,0.3201,0.1871,0.5165,0.2042,-21.9%,65.3%,47.9%,47.1%,64.4%,43.3%,59.0%,46.0%,32.9%,40.2%,31.0%,53.5%,48.5%,39.2%,61.5%,62.9%,69.0%,Liberalism,False,0,0,,42.0,0.72,12.5,5.9,0.356,20.0,100.0,0.817,0.442,0.354,1.787,0.477,0.295,41.4,4131.0,138.7,20.35,2.0,3.0
 Qwen/Qwen3.5-122B-A10B (reasoning=enabled),https://huggingface.co/Qwen/Qwen3.5-122B-A10B,2/24/2026,2/25/2026,,10.0,122.0,122.0,FALSE,FALSE,TRUE,38.69,18.07,20.85,0.0,2.1,3.8,1.2,1.0,1.5,35.84,48.78,23.45,35.29,20.85,0.263,0.253,0.515,0.4355,0.2981,-15.5%,64.9%,49.2%,44.9%,58.5%,41.2%,59.2%,47.9%,34.2%,36.2%,34.8%,51.7%,49.4%,33.5%,53.1%,57.5%,64.8%,Liberalism,True,0,0,,31.1,0.72,11.0,5.0,0.354,9.0,74.0,0.851,0.424,0.34,1.54,0.002,0.279,50.2,5146.0,83.3,21.1,0.7,3.1
-Qwen/Qwen3.5-35B-A3B (reasoning=disabled),https://huggingface.co/Qwen/Qwen3.5-35B-A3B,2/24/2026,2/25/2026,,3.0,35.0,35.0,FALSE,FALSE,TRUE,34.19,16.12,12.92,1.2,0.6,2.2,2.2,3.0,1.5,24.64,26.98,15.17,31.76,12.92,0.2584,0.1394,0.615,0.4285,0.1466,-20.5%,64.4%,45.3%,44.5%,58.0%,44.6%,65.6%,46.2%,36.9%,40.6%,29.2%,47.1%,50.6%,35.8%,44.8%,61.0%,68.1%,Liberalism,False,0,0,,42.5,0.7,12.3,6.2,0.351,20.0,96.0,0.833,0.446,0.349,1.905,0.388,0.186,50.8,8412.0,72.7,21.17,4.0,4.3
-Qwen/Qwen3.5-35B-A3B (reasoning=enabled),https://huggingface.co/Qwen/Qwen3.5-35B-A3B,2/24/2026,2/25/2026,,3.0,35.0,35.0,FALSE,FALSE,TRUE,31.61,24.06,29.85,3.5,2.2,3.5,1.2,1.0,1.5,31.4,49.78,10.69,33.74,29.85,0.429,0.1529,0.6492,0.2413,0.2144,-19.0%,67.4%,47.2%,43.2%,59.6%,43.8%,63.3%,48.5%,32.5%,34.8%,30.4%,46.0%,50.4%,33.1%,52.3%,60.6%,65.8%,Liberalism,True,0,0,,27.6,0.7,10.8,4.9,0.368,12.0,70.0,0.844,0.433,0.362,1.605,0.157,0.186,34.6,7827.0,69.2,23.28,1.8,4.4
-Qwen/Qwen3.5-27B (reasoning=disabled),https://huggingface.co/Qwen/Qwen3.5-27B,2/24/2026,2/25/2026,,27.0,27.0,27.0,FALSE,FALSE,TRUE,32.69,21.32,20.72,1.8,1.6,2.9,2.2,3.0,1.5,26.05,34.81,10.69,32.65,20.72,0.3164,0.156,0.638,0.2424,0.2795,-22.5%,72.2%,50.3%,43.3%,59.2%,39.4%,61.9%,52.1%,31.5%,30.2%,21.9%,49.6%,52.9%,27.5%,59.0%,54.4%,64.2%,Liberalism,False,0,0,,38.9,0.71,12.1,6.2,0.352,25.0,100.0,0.826,0.449,0.351,1.573,0.042,0.272,44.1,7706.0,70.4,23.27,2.0,3.4
-Qwen/Qwen3.5-27B (reasoning=enabled),https://huggingface.co/Qwen/Qwen3.5-27B,2/24/2026,2/25/2026,,27.0,27.0,27.0,FALSE,FALSE,TRUE,34.55,19.09,22.39,2.9,1.2,2.9,1.2,1.0,1.5,32.45,49.47,15.17,32.72,22.39,0.324,0.1955,0.4957,0.3432,0.2774,-19.1%,66.0%,47.5%,46.7%,56.0%,43.3%,61.9%,47.7%,36.0%,37.3%,28.5%,55.2%,52.1%,32.9%,52.9%,53.5%,61.5%,Liberalism,True,0,0,,29.4,0.7,10.9,5.1,0.353,10.0,78.0,0.853,0.429,0.353,1.46,0.373,0.287,43.3,6420.0,85.5,22.03,0.6,3.6
 kabachuha/gpt-oss-20b-SOMbliterated (reasoning=medium),https://huggingface.co/kabachuha/gpt-oss-20b-SOMbliterated,2/27/2026,2/28/2026,gpt-oss,3.6,20.0,20.0,TRUE,FALSE,FALSE,13.5,40.28,10.42,0.6,1.2,1.3,10.0,10.0,10.0,20.34,38.33,5.17,17.5,10.42,0.1702,0.1508,0.1167,0.1615,0.2758,-16.0%,58.2%,51.2%,45.4%,57.9%,42.7%,61.0%,57.5%,37.9%,54.2%,33.3%,50.6%,49.2%,36.5%,48.8%,57.5%,67.5%,Centrism,True,5804,3,GptOssForCausalLM,31.6,0.7,12.7,6.7,0.313,223.0,100.0,0.852,0.421,0.365,1.43,0.403,0.268,66.2,7915.0,166.9,24.62,1.6,2.0
 MagicalAlchemist/Apriel-1.6-15b-Thinker-Magic_beta-decensored,https://huggingface.co/MagicalAlchemist/Apriel-1.6-15b-Thinker-Magic_beta-decensored,2/27/2026,2/28/2026,Apriel-1.6,15.0,15.0,15.0,TRUE,FALSE,FALSE,NA,36.93,5.39,0.6,0.9,0.1,10.0,10.0,10.0,21.27,37.51,7.24,19.07,5.39,0.2552,0.1445,0.105,0.1779,0.2709,-5.7%,50.0%,49.8%,46.0%,61.0%,49.2%,56.5%,55.0%,53.1%,55.4%,41.5%,42.9%,45.4%,49.6%,57.7%,55.8%,69.4%,Centrism,True,14338,7,LlavaForConditionalGeneration,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1.323,0.709,0.205,51.3,8181.0,173.6,24.3,NA,NA
 Ateron/Sketch-Cydonia,https://huggingface.co/Ateron/Sketch-Cydonia,2/22/2026,2/28/2026,mistral V7-Tekken,24.0,24.0,24.0,TRUE,TRUE,FALSE,43.81,43.0,24.5,3.5,2.0,2.2,8.0,7.0,9.0,28.03,36.91,17.24,29.92,24.5,0.324,0.1693,0.3424,0.3878,0.2725,-12.4%,62.8%,42.6%,43.7%,60.8%,50.4%,66.5%,44.6%,34.8%,35.2%,41.7%,51.9%,46.5%,32.7%,59.4%,61.0%,62.1%,Liberalism,False,0,0,MistralForCausalLM,52.0,0.93,13.6,6.1,0.289,25.0,80.0,0.89,0.472,0.25,1.483,0.289,0.276,43.3,7219.0,105.7,21.57,6.8,7.4
@@ -1075,3 +1071,15 @@ 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 (qwen no think),https://huggingface.co/Qwen/Qwen3.5-35B-A3B,2/24/2026,3/14/2026,chatml w/ qwen no think,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 (<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 (qwen no think),https://huggingface.co/Qwen/Qwen3.5-27B,2/24/2026,3/8/2026,chatml w/ qwen no think,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 (qwen no think),https://huggingface.co/Qwen/Qwen3.5-9B,2/27/2026,3/14/2026,chatml w/ qwen no think,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 (qwen no think),https://huggingface.co/Qwen/Qwen3.5-4B,2/27/2026,3/14/2026,chatml w/ qwen no think,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/Qwen3.5-2B (<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 (qwen no think),https://huggingface.co/Qwen/Qwen3.5-2B,3/1/2026,3/14/2026,chatml w/ qwen no think,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/Qwen3.5-0.8B (qwen no think),https://huggingface.co/Qwen/Qwen3.5-0.8B,3/1/2026,3/14/2026,chatml w/ qwen no think,0.8,0.8,0.8,FALSE,FALSE,TRUE,23.01,16.53,7.29,1.2,1.0,0.0,3.5,3.0,4.0,4.68,4.47,3.45,6.11,7.29,0.0179,0.1855,0.0099,0.0,0.0923,-5.3%,53.8%,54.6%,50.6%,48.1%,52.1%,39.0%,54.8%,50.8%,49.0%,39.0%,56.2%,48.1%,47.5%,40.8%,44.8%,58.8%,Centrism,False,0,1,Qwen3_5ForConditionalGeneration,40.9,0.88,13.7,6.4,0.315,24.0,59.0,0.798,0.44,0.325,2.04,0.693,0.128,222.0,6703.0,394.4,87.78,0.5,1.2
+Qwen/Qwen3.5-0.8B (<think> prefill),https://huggingface.co/Qwen/Qwen3.5-0.8B,3/1/2026,3/15/2026,chatml w/ <think> prefill,0.8,0.8,0.8,FALSE,FALSE,TRUE,NA,14.28,7.66,1.2,1.0,0.1,2.8,4.0,1.5,6.64,11.82,1.72,6.38,7.66,0.0625,0.1538,0.0122,0.0251,0.0652,0.6%,47.2%,47.9%,50.5%,51.5%,53.1%,59.4%,56.2%,54.2%,52.9%,51.5%,48.1%,48.3%,55.0%,50.2%,52.3%,51.9%,Centrism,True,18070,13,Qwen3_5ForConditionalGeneration,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1.979,0.399,0.028,116.2,7792.0,367.6,30.78,NA,NA