Upload ugi-leaderboard-data.csv

ugi-leaderboard-data.csv

@@ -197,7 +197,7 @@ Goekdeniz-Guelmez/Josiefied-Qwen3-8B-abliterated-v1 (thinking=True),https://hugg
 Goekdeniz-Guelmez/Josiefied-Qwen3-8B-abliterated-v1 (thinking=False),https://huggingface.co/Goekdeniz-Guelmez/Josiefied-Qwen3-8B-abliterated-v1,4/29/2025,9/23/2025,chatml,8.0,8.0,8.0,TRUE,FALSE,FALSE,26.06,40.97,20.21,3.5,1.2,1.9,8.2,8.0,8.5,14.24,25.23,3.45,14.03,20.21,0.051,0.1739,0.0724,0.1607,0.2435,-9.6%,55.0%,46.8%,45.1%,54.9%,52.1%,59.4%,51.9%,49.4%,46.5%,39.2%,49.0%,47.3%,39.0%,49.2%,55.4%,60.0%,Centrism,False,0,0,Qwen3ForCausalLM,27.7,0.96,13.0,4.6,0.36,19.0,1.0,0.858,0.466,0.326,1.34,0.701,0.161,129.4,7065.0,198.9,24.63,3.0,3.1
 vicgalle/Configurable-Llama-3.1-8B-Instruct,https://huggingface.co/vicgalle/Configurable-Llama-3.1-8B-Instruct,7/24/2024,9/23/2025,llama-3,8.0,8.0,8.0,TRUE,FALSE,FALSE,24.96,20.43,14.39,1.2,1.4,1.7,3.2,3.0,3.5,18.19,23.7,12.41,18.47,14.39,0.2468,0.1811,0.0709,0.2208,0.2038,-8.5%,64.3%,45.3%,29.0%,72.2%,41.2%,55.0%,32.1%,30.8%,35.8%,40.4%,41.2%,27.5%,18.3%,83.3%,68.8%,64.6%,Classical Liberalism,False,0,0,LlamaForCausalLM,36.4,0.73,12.6,7.9,0.352,16.0,10.0,0.893,0.514,0.305,1.787,0.137,0.222,52.4,6836.0,200.4,23.58,1.0,3.6
 openai/o3-2025-04-16 (reasoning_effort=low),,4/16/2025,9/24/2025,,,,,FALSE,FALSE,TRUE,65.79,52.09,66.88,8.2,5.9,6.4,2.2,3.0,1.5,65.53,74.66,60.34,61.59,66.88,0.7218,0.6813,0.6872,0.6415,0.3477,-21.0%,66.7%,48.9%,44.3%,61.3%,39.6%,59.4%,45.4%,32.5%,34.2%,33.3%,50.8%,50.8%,32.1%,57.7%,64.0%,62.3%,Liberalism,True,0,0,,28.6,0.74,11.9,5.9,0.284,29.0,74.0,0.909,0.413,0.253,1.323,0.297,0.312,18.6,1507.0,65.4,19.22,2.2,3.6
-Qwen/qwen3-max,,9/23/2025,9/24/2025,,,,,FALSE,FALSE,TRUE,38.58,43.71,46.82,7.1,3.3,4.5,3.8,6.0,1.5,43.8,60.17,34.48,36.76,46.82,0.6615,0.2095,0.3135,0.4302,0.2231,-24.3%,67.8%,44.2%,47.4%,60.9%,46.2%,67.7%,46.5%,31.0%,34.8%,30.6%,54.8%,54.4%,33.1%,52.1%,62.5%,68.1%,Liberalism,False,0,0,,24.4,0.66,16.3,6.0,0.327,23.0,96.0,0.868,0.443,0.307,1.703,0.271,0.272,21.5,6059.0,110.4,21.15,1.8,2.1
+Qwen/Qwen3-Max,,9/23/2025,9/24/2025,,,,,FALSE,FALSE,TRUE,38.58,43.71,46.82,7.1,3.3,4.5,3.8,6.0,1.5,43.8,60.17,34.48,36.76,46.82,0.6615,0.2095,0.3135,0.4302,0.2231,-24.3%,67.8%,44.2%,47.4%,60.9%,46.2%,67.7%,46.5%,31.0%,34.8%,30.6%,54.8%,54.4%,33.1%,52.1%,62.5%,68.1%,Liberalism,False,0,0,,24.4,0.66,16.3,6.0,0.327,23.0,96.0,0.868,0.443,0.307,1.703,0.271,0.272,21.5,6059.0,110.4,21.15,1.8,2.1
 deepseek-ai/DeepSeek-R1-0528,https://huggingface.co/deepseek-ai/DeepSeek-R1-0528,5/28/2025,9/21/2025,,37.0,671.0,671.0,FALSE,FALSE,TRUE,42.26,43.09,53.39,7.1,4.8,4.7,2.2,3.0,1.5,47.87,63.77,46.9,32.94,53.39,0.479,0.1659,0.4022,0.3295,0.2702,-13.9%,64.5%,45.8%,43.1%,60.8%,46.9%,60.4%,44.6%,35.4%,36.5%,34.6%,42.3%,49.4%,37.7%,60.4%,59.6%,62.3%,Liberalism,True,0,0,,26.4,0.67,16.4,6.3,0.315,45.0,98.0,0.894,0.43,0.295,1.47,0.128,0.221,31.3,7338.0,97.0,22.18,2.2,4.3
 openai/chatgpt-4o-latest-20250326,,3/26/2025,9/24/2025,,,,,FALSE,FALSE,TRUE,67.37,44.17,60.0,5.9,5.5,6.7,1.2,1.0,1.5,58.32,63.84,53.1,58.01,60.0,0.7142,0.4471,0.6022,0.682,0.4551,-26.2%,67.9%,48.1%,47.4%,62.9%,39.6%,64.8%,48.8%,34.4%,34.6%,27.3%,51.7%,52.9%,37.7%,58.1%,64.4%,66.2%,Liberalism,False,0,0,,35.4,0.85,13.7,4.6,0.353,9.0,46.0,0.885,0.43,0.288,1.22,0.206,0.413,19.0,2880.0,74.0,18.83,2.0,3.9
 openai/o3-2025-04-16 (reasoning_effort=medium),,4/16/2025,9/24/2025,,,,,FALSE,FALSE,TRUE,66.83,47.45,62.43,8.2,5.2,5.9,1.8,2.0,1.5,65.92,78.91,59.31,59.55,62.43,0.6569,0.6248,0.808,0.5073,0.3803,-17.2%,64.1%,47.8%,46.1%,58.1%,41.7%,62.5%,46.9%,39.2%,35.8%,32.9%,53.3%,50.8%,35.0%,56.2%,56.7%,61.5%,Liberalism,True,0,0,,27.7,0.73,12.0,6.1,0.29,18.0,62.0,0.899,0.413,0.245,1.3,0.255,0.349,21.7,1780.0,52.6,20.43,3.1,2.1
@@ -985,7 +985,7 @@ moonshotai/Kimi-VL-A3B-Instruct,https://huggingface.co/moonshotai/Kimi-VL-A3B-In
 DavidAU/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored,https://huggingface.co/DavidAU/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored,2/3/2026,2/10/2026,gemma-3,12.0,12.0,12.0,TRUE,FALSE,FALSE,29.7,19.15,9.98,1.8,0.8,0.7,3.8,5.0,2.5,18.6,25.14,14.48,16.19,9.98,0.1963,0.2317,0.0808,0.1862,0.1147,-19.8%,60.4%,47.4%,47.8%,61.0%,48.3%,58.1%,48.8%,40.2%,47.5%,31.0%,51.5%,50.4%,41.7%,59.8%,59.8%,63.3%,Liberalism,False,0,0,Gemma3ForConditionalGeneration,25.5,0.92,13.4,4.3,0.354,65.0,99.0,0.829,0.416,0.359,1.977,0.445,0.14,60.7,5560.0,191.2,24.15,4.6,4.7
 stepfun-ai/Step-3.5-Flash,https://huggingface.co/stepfun-ai/Step-3.5-Flash,2/1/2026,2/11/2026,,11.0,196.0,196.0,FALSE,FALSE,TRUE,45.87,40.83,48.75,5.9,2.6,6.8,2.5,3.0,2.0,37.57,62.64,24.14,25.94,48.75,0.262,0.1421,0.4317,0.1623,0.2989,-26.3%,69.1%,45.8%,49.0%,64.4%,46.0%,63.1%,46.5%,28.1%,35.4%,29.2%,52.9%,58.5%,35.6%,67.5%,62.9%,62.9%,Liberalism,True,0,0,,25.0,0.59,14.1,4.7,0.373,42.0,100.0,0.865,0.408,0.351,1.437,0.111,0.253,50.4,8290.0,93.2,24.6,1.8,4.9
 zai-org/GLM-5 (reasoning=disabled),https://huggingface.co/zai-org/GLM-5,2/11/2026,2/11/2026,,40.0,744.0,744.0,FALSE,FALSE,TRUE,49.22,33.71,44.32,2.9,4.8,5.2,1.2,1.0,1.5,49.38,58.32,51.72,38.1,44.32,0.3785,0.1321,0.5087,0.4566,0.4291,-21.0%,65.7%,47.2%,49.0%,62.6%,42.5%,60.4%,44.4%,33.5%,35.4%,34.0%,53.5%,50.6%,42.9%,59.0%,63.3%,65.6%,Liberalism,False,0,0,,37.1,0.74,11.7,5.5,0.401,36.0,98.0,0.854,0.432,0.348,1.197,0.454,0.383,38.4,8768.0,84.0,20.9,2.0,4.0
-zai-org/GLM-5 (reasoning=enabled),https://huggingface.co/zai-org/GLM-5,2/11/2026,2/11/2026,,0.0,744.0,744.0,FALSE,FALSE,TRUE,55.03,54.56,78.09,8.8,7.4,7.4,0.8,0.0,1.5,55.34,62.6,58.62,44.8,78.09,0.5425,0.3827,0.6166,0.3635,0.3346,-20.7%,65.6%,44.5%,49.1%,61.0%,48.8%,61.7%,44.0%,33.8%,37.7%,31.9%,54.2%,51.7%,41.5%,58.8%,60.0%,64.2%,Liberalism,True,0,0,,42.0,0.82,11.9,5.1,0.38,34.0,90.0,0.835,0.431,0.35,1.437,0.063,0.313,27.5,3438.0,72.6,21.82,1.8,4.4
+zai-org/GLM-5 (reasoning=enabled),https://huggingface.co/zai-org/GLM-5,2/11/2026,2/11/2026,,40.0,744.0,744.0,FALSE,FALSE,TRUE,55.03,54.56,78.09,8.8,7.4,7.4,0.8,0.0,1.5,55.34,62.6,58.62,44.8,78.09,0.5425,0.3827,0.6166,0.3635,0.3346,-20.7%,65.6%,44.5%,49.1%,61.0%,48.8%,61.7%,44.0%,33.8%,37.7%,31.9%,54.2%,51.7%,41.5%,58.8%,60.0%,64.2%,Liberalism,True,0,0,,42.0,0.82,11.9,5.1,0.38,34.0,90.0,0.835,0.431,0.35,1.437,0.063,0.313,27.5,3438.0,72.6,21.82,1.8,4.4
 temaq-org/Tema_Q-R7.0,https://huggingface.co/temaq-org/Tema_Q-R7.0,12/26/2025,2/12/2026,gemma-3,12.0,12.0,12.0,TRUE,FALSE,FALSE,29.73,41.83,15.24,2.4,1.3,1.2,9.5,10.0,9.0,18.29,16.28,18.28,20.32,15.24,0.2541,0.1561,0.1439,0.2208,0.241,-10.6%,59.6%,48.3%,43.3%,61.9%,39.8%,63.5%,48.1%,42.1%,39.6%,39.6%,44.2%,45.6%,40.2%,56.5%,60.6%,68.5%,Liberalism,False,0,0,Gemma3ForConditionalGeneration,31.7,0.8,15.4,7.0,0.297,11.0,86.0,0.892,0.429,0.289,1.553,0.326,0.258,51.4,7701.0,154.0,23.58,3.9,3.5
 deepseek-ai/DeepSeek-R1-Distill-Qwen-14B,https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B,1/20/2025,2/12/2026,deepseek-r1 w/ <think> prefill,14.0,14.0,14.0,TRUE,FALSE,FALSE,26.29,21.25,15.62,2.4,1.5,1.0,3.2,6.0,0.5,16.39,23.47,12.41,13.28,15.62,0.0822,0.098,0.052,0.2496,0.1821,-27.4%,66.6%,48.1%,53.5%,59.6%,47.9%,59.2%,51.2%,31.2%,35.8%,33.1%,61.2%,61.2%,38.1%,52.9%,62.9%,63.1%,Liberalism,True,2612,0,Qwen2ForCausalLM,29.4,0.81,13.0,7.0,0.323,60.0,76.0,0.89,0.458,0.308,1.53,0.429,0.139,100.2,10978.0,223.8,23.17,0.5,5.2
 temaq-org/Tema_Q-X-Thinking,https://huggingface.co/temaq-org/Tema_Q-X-Thinking,1/16/2026,2/12/2026,deepseek-r1 w/ <think> prefill,14.0,14.0,14.0,TRUE,FALSE,FALSE,24.94,33.17,17.26,2.9,1.3,1.3,6.5,8.0,5.0,13.81,19.36,7.93,14.13,17.26,0.1109,0.1381,0.1187,0.099,0.2399,-21.0%,62.3%,47.7%,52.1%,56.8%,48.5%,60.4%,52.1%,30.8%,50.0%,32.3%,50.2%,55.8%,50.2%,44.2%,60.8%,65.8%,Liberalism,True,2312,0,Qwen2ForCausalLM,30.7,0.73,12.7,6.6,0.302,65.0,66.0,0.866,0.429,0.284,1.467,0.591,0.243,84.9,8477.0,165.8,26.2,1.0,1.8
@@ -1166,3 +1166,9 @@ Kewk/Heretical-Qwen3.5-9B (no thinking),https://huggingface.co/Kewk/Heretical-Qw
 Kewk/Heretical-Qwen3.5-9B (<think> prefill),https://huggingface.co/Kewk/Heretical-Qwen3.5-9B,3/3/2026,4/5/2026,chatml w/ <think> prefill,9.0,9.0,9.0,TRUE,FALSE,FALSE,NA,29.39,4.09,0.6,0.5,0.1,8.0,8.0,8.0,6.33,8.02,0.0,10.98,4.09,0.068,0.1873,0.2289,0.0293,0.0353,-7.2%,55.5%,54.4%,52.8%,51.0%,37.9%,49.4%,50.4%,52.7%,40.0%,40.8%,61.0%,46.9%,50.6%,39.8%,47.7%,65.4%,Centrism,True,15436,49,Qwen3_5ForConditionalGeneration,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1.993,0.663,-0.041,111.1,6650.0,127.4,30.25,NA,NA
 Qwen/Qwen3.6-Plus (reasoning=disabled),,4/2/2026,4/5/2026,,,,,FALSE,FALSE,TRUE,46.1,22.94,25.65,1.2,2.7,3.5,1.8,2.0,1.5,42.3,51.73,34.14,41.02,25.65,0.4149,0.2709,0.6465,0.4268,0.2921,-18.2%,64.2%,47.0%,44.4%,59.8%,40.6%,63.1%,44.8%,36.7%,35.4%,35.2%,47.1%,51.7%,34.6%,50.8%,63.1%,65.4%,Liberalism,False,0,0,,20.0,0.7,12.6,5.6,0.351,11.0,90.0,0.842,0.434,0.349,1.537,0.267,0.344,35.6,4838.0,69.5,21.18,2.7,3.4
 Qwen/Qwen3.6-Plus (reasoning=enabled),,4/2/2026,4/5/2026,,,,,FALSE,FALSE,TRUE,58.23,43.51,50.26,7.1,3.7,5.0,3.0,3.0,3.0,51.02,75.37,40.34,37.35,50.26,0.2771,0.2012,0.5381,0.4692,0.3819,-22.2%,66.6%,47.0%,45.8%,63.3%,43.1%,64.0%,48.1%,31.7%,36.2%,32.3%,47.3%,57.7%,32.5%,59.0%,63.1%,67.7%,Liberalism,True,0,0,,21.4,0.76,13.1,5.2,0.325,8.0,42.0,0.846,0.41,0.307,1.35,0.09,0.353,48.5,6268.0,80.8,20.78,2.0,2.2
+google/gemma-4-31B-it (<|channel>thought prefill),https://huggingface.co/google/gemma-4-31B-it,4/2/2026,4/12/2026,gemma-4 w/ <|channel>thought prefill,31.0,31.0,31.0,False,False,True,43.07,23.05,28.32,1.2,2.3,4.9,1.2,1.0,1.5,38.91,45.19,33.1,38.42,28.32,0.4379,0.3866,0.336,0.5092,0.2514,-20.8%,69.8%,46.4%,43.1%,64.3%,45.0%,62.1%,46.2%,29.8%,32.3%,28.5%,48.3%,47.9%,33.1%,60.0%,61.7%,71.2%,Liberalism,True,3684,0,Gemma4ForConditionalGeneration,29.9,0.65,12.0,6.8,0.36,6.0,31.0,0.855,0.445,0.327,1.45,0.488,0.243,34.0,3401.0,106.7,20.42,2.6,3.4
+google/gemma-4-31B-it,https://huggingface.co/google/gemma-4-31B-it,4/2/2026,4/12/2026,gemma-4,31.0,31.0,31.0,False,False,True,38.57,21.54,19.81,0.0,1.9,3.7,2.5,2.0,3.0,34.36,35.81,31.38,35.88,19.81,0.472,0.1135,0.407,0.5037,0.2978,-19.4%,69.7%,45.0%,39.7%,66.3%,37.3%,66.7%,39.0%,30.4%,32.3%,28.1%,46.9%,44.6%,27.7%,62.1%,61.5%,75.4%,Liberalism,False,0,0,Gemma4ForConditionalGeneration,30.3,0.65,11.7,6.8,0.344,5.0,20.0,0.857,0.446,0.329,1.34,0.498,0.256,31.7,9838.0,96.4,20.47,3.7,2.5
+coder3101/gemma-4-31B-it-heretic,https://huggingface.co/coder3101/gemma-4-31B-it-heretic,4/3/2026,4/12/2026,gemma-4,31.0,31.0,31.0,True,False,False,39.59,56.38,34.57,4.7,2.3,3.9,10.0,10.0,10.0,35.64,37.69,28.62,40.6,34.57,0.4167,0.3562,0.5345,0.3478,0.3746,-20.4%,65.3%,46.3%,44.3%,59.9%,40.2%,64.4%,43.5%,34.0%,42.9%,27.3%,52.7%,43.1%,37.1%,47.9%,60.0%,71.9%,Liberalism,False,0,1,Gemma4ForConditionalGeneration,30.2,0.65,11.8,7.0,0.337,6.0,19.0,0.861,0.449,0.324,1.223,0.604,0.315,35.5,3709.0,81.2,21.98,3.0,0.9
+coder3101/gemma-4-31B-it-heretic (<|channel>thought prefill),https://huggingface.co/coder3101/gemma-4-31B-it-heretic,4/3/2026,4/12/2026,gemma-4 w/ <|channel>thought prefill,31.0,31.0,31.0,True,False,False,40.49,65.69,48.54,7.6,2.5,5.5,10.0,10.0,10.0,36.53,42.82,29.66,37.13,48.54,0.493,0.092,0.4331,0.5313,0.307,-20.0%,65.0%,48.8%,44.4%,61.2%,42.1%,58.3%,46.9%,33.5%,45.0%,26.5%,50.0%,44.2%,39.2%,50.2%,59.4%,74.2%,Liberalism,True,3009,6,Gemma4ForConditionalGeneration,29.6,0.64,11.8,7.0,0.351,7.0,19.0,0.861,0.445,0.326,1.327,0.648,0.279,30.4,11504.0,93.0,20.22,2.3,1.2
+google/gemma-4-26B-A4B-it,https://huggingface.co/google/gemma-4-26B-A4B-it,4/2/2026,4/12/2026,gemma-4,4.0,26.0,26.0,False,False,True,41.62,20.77,22.41,2.9,2.2,1.8,1.8,2.0,1.5,34.44,36.54,28.97,37.81,22.41,0.3538,0.2281,0.4582,0.4854,0.365,-18.2%,65.7%,48.4%,42.0%,59.8%,39.8%,60.6%,45.6%,32.3%,40.2%,30.4%,43.1%,46.0%,36.9%,48.1%,63.1%,68.1%,Liberalism,False,0,0,Gemma4ForConditionalGeneration,31.7,0.67,12.6,6.5,0.343,8.0,65.0,0.821,0.439,0.347,1.287,0.305,0.315,40.5,5636.0,89.9,20.63,3.9,5.0
+google/gemma-4-26B-A4B-it (<|channel>thought prefill),https://huggingface.co/google/gemma-4-26B-A4B-it,4/2/2026,4/12/2026,gemma-4 w/ <|channel>thought prefill,4.0,26.0,26.0,False,False,True,43.8,25.21,29.06,5.3,2.2,1.9,1.8,2.0,1.5,34.31,46.27,26.9,29.77,29.06,0.3223,0.1,0.3432,0.413,0.31,-15.2%,65.1%,48.1%,42.7%,63.9%,40.6%,62.5%,47.5%,30.4%,40.2%,34.0%,42.1%,50.6%,35.4%,57.7%,60.4%,73.5%,Liberalism,True,5795,7,Gemma4ForConditionalGeneration,29.0,0.67,12.9,6.7,0.352,8.0,66.0,0.835,0.433,0.331,1.367,0.345,0.28,43.5,10820.0,105.5,21.32,3.4,5.1