Upload ugi-leaderboard-data.csv

ugi-leaderboard-data.csv

@@ -1148,7 +1148,6 @@ trohrbaugh/Qwen3.5-397B-A17B-heretic (<think> prefill),https://huggingface.co/tr
 MuXodious/gpt-4o-distil-Llama-3.3-70B-Instruct-PaperWitch-heresy,https://huggingface.co/MuXodious/gpt-4o-distil-Llama-3.3-70B-Instruct-PaperWitch-heresy,2/22/2026,3/21/2026,llama-3,70.0,70.0,70.0,TRUE,FALSE,FALSE,37.42,54.26,37.65,3.5,3.6,4.2,8.8,10.0,7.5,30.62,35.6,36.9,19.36,37.65,0.3052,0.1523,0.1081,0.1834,0.2191,-8.3%,59.4%,48.8%,42.2%,62.6%,42.1%,60.8%,49.2%,45.6%,37.9%,38.1%,46.9%,35.8%,44.0%,62.3%,59.2%,66.2%,Liberalism,False,0,0,LlamaForCausalLM,24.8,0.83,13.7,7.1,0.361,13.0,35.0,0.885,0.493,0.265,1.6,0.282,0.225,45.3,7850.0,171.8,24.2,3.8,4.4
 KaraKaraWitch/gpt4o-distil-paperwitch-abliteration-L33-70b,https://huggingface.co/KaraKaraWitch/gpt4o-distil-paperwitch-abliteration-L33-70b,2/26/2026,3/21/2026,llama-3,70.0,70.0,70.0,TRUE,FALSE,FALSE,36.62,50.99,36.48,3.5,3.6,3.8,8.0,8.0,8.0,30.68,37.03,34.14,20.88,36.48,0.3047,0.1774,0.1106,0.2049,0.2464,-10.0%,60.8%,48.5%,43.6%,63.1%,41.2%,62.7%,49.6%,45.8%,34.4%,37.5%,49.2%,37.5%,44.2%,64.0%,59.2%,66.2%,Liberalism,False,0,0,LlamaForCausalLM,22.2,0.83,13.8,6.9,0.366,15.0,31.0,0.885,0.486,0.265,1.58,0.245,0.265,45.3,6951.0,170.3,23.83,2.9,3.1
 schonsense/70B_llama33_stock_unslop,https://huggingface.co/schonsense/70B_llama33_stock_unslop,2/28/2026,3/21/2026,llama-3,70.0,70.0,70.0,TRUE,TRUE,FALSE,26.19,36.79,33.93,3.5,3.2,3.5,4.2,4.0,4.5,30.31,39.71,29.66,21.56,33.93,0.3374,0.1723,0.1438,0.1929,0.2318,-17.2%,66.2%,48.2%,43.9%,61.5%,39.0%,64.2%,47.7%,36.7%,31.5%,33.3%,45.6%,47.3%,38.8%,60.0%,62.7%,61.9%,Liberalism,False,0,2,LlamaForCausalLM,41.0,0.87,11.0,6.9,0.363,9.0,46.0,0.907,0.542,0.317,1.55,0.345,0.24,42.0,7118.0,154.0,24.03,2.7,3.8
-MiniMaxAI/MiniMax-M2.7,,3/18/2026,3/29/2026,,,,,FALSE,FALSE,TRUE,37.53,16.94,14.16,0.0,1.2,2.8,2.2,2.0,2.5,32.22,46.95,13.45,36.25,14.16,0.4556,0.1289,0.4307,0.4355,0.3617,-15.5%,63.2%,46.4%,45.4%,59.2%,46.5%,61.2%,46.9%,37.1%,39.4%,34.0%,48.5%,51.7%,36.0%,53.8%,57.1%,66.9%,Liberalism,True,0,0,,48.3,0.86,11.3,5.0,0.363,36.0,74.0,0.84,0.429,0.346,1.3,0.282,0.316,32.8,8936.0,93.3,21.1,0.6,3.0
 SicariusSicariiStuff/Assistant_Pepe_70B,https://huggingface.co/SicariusSicariiStuff/Assistant_Pepe_70B,4/1/2026,4/5/2026,llama-3,70.0,70.0,70.0,TRUE,FALSE,FALSE,34.32,59.52,41.78,3.5,3.6,5.5,9.5,10.0,9.0,35.25,42.64,35.86,27.24,41.78,0.3181,0.1981,0.2257,0.378,0.2423,2.3%,52.2%,51.3%,39.0%,58.4%,45.2%,56.9%,56.0%,50.4%,46.2%,46.9%,39.4%,33.8%,43.8%,54.6%,56.9%,63.8%,Centrism,False,0,1,LlamaForCausalLM,40.5,1.04,11.9,5.3,0.351,51.0,91.0,0.879,0.487,0.343,1.55,0.233,0.238,43.9,6349.0,128.2,21.67,9.2,7.5
 ArliAI/Qwen3.5-35B-A3B-Derestricted (no thinking),https://huggingface.co/ArliAI/Qwen3.5-35B-A3B-Derestricted,3/18/2026,4/5/2026,chatml w/ no thinking,3.0,35.0,35.0,TRUE,FALSE,FALSE,36.67,43.02,18.28,4.1,1.5,0.3,9.2,9.0,9.5,23.68,24.17,10.69,36.17,18.28,0.4522,0.1575,0.455,0.4963,0.2476,-11.5%,59.5%,47.8%,47.4%,54.4%,42.3%,61.2%,46.9%,40.4%,44.4%,36.7%,47.1%,50.4%,44.6%,44.6%,55.2%,63.5%,Liberalism,False,0,3,Qwen3_5MoeForConditionalGeneration,42.7,0.76,12.8,6.2,0.324,18.0,95.0,0.826,0.44,0.329,1.527,0.205,0.23,33.0,7648.0,90.3,20.53,3.3,3.9
 ArliAI/Qwen3.5-35B-A3B-Derestricted (<think> prefill),https://huggingface.co/ArliAI/Qwen3.5-35B-A3B-Derestricted,3/18/2026,4/5/2026,chatml w/ <think> prefill,3.0,35.0,35.0,TRUE,FALSE,FALSE,39.2,50.84,26.26,4.7,1.8,2.0,10.0,10.0,10.0,28.11,41.97,13.45,28.92,26.26,0.2776,0.1507,0.5778,0.2132,0.2265,-15.6%,63.0%,44.6%,43.3%,61.1%,44.4%,68.1%,46.2%,37.7%,37.9%,35.4%,45.8%,50.2%,33.8%,52.1%,60.8%,70.4%,Liberalism,True,14534,7,Qwen3_5MoeForConditionalGeneration,25.6,0.72,12.3,6.4,0.284,17.0,90.0,0.851,0.403,0.299,1.607,0.234,0.233,48.4,7916.0,76.6,23.7,3.2,4.0
@@ -1170,7 +1169,12 @@ google/gemma-4-31B-it (<|channel>thought prefill),https://huggingface.co/google/
 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,29.0,0.67,12.9,6.7,0.352,8.0,66.0,0.835,0.433,0.332,1.367,0.345,0.28,43.5,10820.0,105.5,21.32,3.4,5.1
 zai-org/GLM-5.1 (reasoning=disabled),https://huggingface.co/zai-org/GLM-5.1,4/4/2026,4/12/2026,,40.0,744.0,744.0,FALSE,FALSE,TRUE,54.9,39.99,53.73,4.7,5.5,5.8,1.2,1.0,1.5,49.51,51.43,51.38,45.71,53.73,0.3153,0.4727,0.5404,0.5923,0.3647,-18.6%,62.2%,46.6%,48.0%,61.7%,44.4%,55.8%,40.0%,40.8%,40.0%,32.5%,51.2%,51.2%,41.5%,62.7%,59.2%,63.3%,Liberalism,False,0,0,,34.9,0.74,12.6,5.7,0.374,16.0,84.0,0.877,0.443,0.336,1.363,0.113,0.335,44.2,2689.0,80.5,19.67,1.7,4.6
 zai-org/GLM-5.1 (reasoning=enabled),https://huggingface.co/zai-org/GLM-5.1,4/4/2026,4/15/2026,,40.0,744.0,744.0,FALSE,FALSE,TRUE,61.74,52.88,76.82,8.2,6.9,8.2,0.5,1.0,0.0,57.47,71.87,53.79,46.76,76.82,0.613,0.373,0.5099,0.4891,0.3532,-16.7%,63.8%,47.1%,45.3%,61.2%,47.7%,58.3%,47.3%,40.2%,36.0%,32.5%,49.0%,48.1%,39.0%,62.3%,59.0%,62.3%,Liberalism,True,0,0,,47.5,0.84,12.0,4.9,0.382,9.0,60.0,0.851,0.43,0.351,1.361,0.153,0.321,23.8,3534.0,83.9,20.6,1.7,3.0
+"anthropic/claude-opus-4-7 (adaptive, effort=low)","https://huggingface.co/anthropic/claude-opus-4-7 (adaptive, effort=low)",4/16/2026,4/16/2026,,,,,FALSE,FALSE,TRUE,56.88,53.6,71.64,9.4,7.0,5.6,1.8,2.0,1.5,54.77,60.28,44.14,59.89,71.64,0.6854,0.5273,0.6264,0.6699,0.4856,-11.7%,61.4%,46.8%,44.4%,56.1%,45.0%,57.9%,43.3%,36.0%,41.9%,37.9%,45.4%,49.0%,39.0%,48.8%,58.3%,61.2%,Liberalism,True,0,0,,46.6,0.92,11.4,4.5,0.387,1.0,20.0,0.849,0.434,0.364,1.097,0.588,0.407,20.3,2324.0,71.6,18.95,1.7,2.2
+"anthropic/claude-opus-4-7 (adaptive, effort=medium)","https://huggingface.co/anthropic/claude-opus-4-7 (adaptive, effort=medium)",4/16/2026,4/16/2026,,,,,FALSE,FALSE,TRUE,56.59,51.52,68.53,8.8,6.7,5.4,1.8,2.0,1.5,54.58,67.18,40.34,56.22,68.53,0.5983,0.372,0.6525,0.6889,0.4993,-11.2%,61.5%,45.4%,44.5%,59.2%,46.9%,58.5%,41.7%,36.0%,40.2%,39.2%,46.0%,49.0%,38.5%,56.9%,58.5%,62.1%,Liberalism,True,0,0,,45.5,0.9,11.4,4.5,0.403,2.0,38.0,0.849,0.432,0.368,1.087,0.571,0.423,24.6,3544.0,68.9,18.77,1.7,1.3
+"anthropic/claude-opus-4-7 (adaptive, effort=high)","https://huggingface.co/anthropic/claude-opus-4-7 (adaptive, effort=high)",4/16/2026,4/16/2026,,,,,FALSE,FALSE,TRUE,56.86,56.53,76.05,9.4,7.0,6.9,1.8,2.0,1.5,56.03,66.73,39.31,62.05,76.05,0.6516,0.5321,0.6332,0.8191,0.4664,-15.1%,62.6%,46.1%,45.1%,59.7%,45.2%,59.2%,42.7%,35.8%,40.8%,35.6%,47.5%,49.2%,38.8%,58.1%,60.0%,60.8%,Liberalism,True,0,0,,46.3,0.94,11.3,4.4,0.414,2.0,24.0,0.851,0.438,0.365,1.14,0.524,0.408,21.9,2295.0,70.9,17.33,1.3,2.5
+"anthropic/claude-opus-4-7 (adaptive, effort=max)","https://huggingface.co/anthropic/claude-opus-4-7 (adaptive, effort=max)",4/16/2026,4/16/2026,,,,,FALSE,FALSE,TRUE,61.4,51.79,72.68,8.8,6.7,6.7,1.0,2.0,0.0,62.94,73.43,50.34,65.04,72.68,0.5054,0.7644,0.7271,0.7766,0.4784,-19.4%,63.5%,45.8%,47.5%,60.6%,46.5%,61.7%,45.4%,35.6%,39.2%,34.8%,50.4%,53.3%,38.8%,54.4%,62.1%,65.4%,Liberalism,True,0,0,,46.8,0.94,11.1,4.2,0.401,3.0,16.0,0.859,0.435,0.372,1.13,0.515,0.421,29.7,1141.0,61.3,17.85,1.1,2.7
+llmfan46/gemma-4-31B-it-uncensored-heretic,https://huggingface.co/llmfan46/gemma-4-31B-it-uncensored-heretic,4/3/2026,4/16/2026,gemma-4,31.0,31.0,31.0,TRUE,FALSE,FALSE,38.26,53.82,33.23,4.7,2.7,3.0,9.5,9.0,10.0,34.73,37.65,28.62,37.93,33.23,0.4167,0.2859,0.4563,0.4011,0.3363,-18.5%,65.4%,47.6%,44.0%,61.5%,38.1%,63.1%,44.0%,33.3%,42.7%,27.7%,52.1%,40.4%,39.6%,52.5%,59.2%,72.7%,Liberalism,False,0,0,Gemma4ForConditionalGeneration,30.9,0.65,11.7,6.9,0.339,5.0,31.0,0.856,0.45,0.331,1.3,0.579,0.309,35.5,4602.0,90.1,21.43,3.9,2.2
+llmfan46/gemma-4-31B-it-uncensored-heretic (<|channel>thought prefill),https://huggingface.co/llmfan46/gemma-4-31B-it-uncensored-heretic,4/3/2026,4/16/2026,gemma-4 w/ <|channel>thought prefill,31.0,31.0,31.0,TRUE,FALSE,FALSE,40.61,64.99,47.48,8.2,2.5,4.7,10.0,10.0,10.0,36.41,43.92,29.66,35.64,47.48,0.4162,0.1025,0.4377,0.5313,0.2945,-21.5%,65.5%,48.8%,44.4%,62.0%,41.2%,59.2%,46.9%,30.6%,45.0%,27.9%,53.3%,46.5%,33.3%,53.1%,60.2%,72.7%,Liberalism,True,3081,6,Gemma4ForConditionalGeneration,29.9,0.64,12.0,7.0,0.37,5.0,30.0,0.855,0.449,0.33,1.347,0.615,0.267,35.5,10618.0,92.4,20.22,2.9,2.1
+MiniMaxAI/MiniMax-M2.7,https://huggingface.co/MiniMaxAI/MiniMax-M2.7,4/9/2026,4/16/2026,,10.0,230.0,230.0,FALSE,FALSE,TRUE,37.64,18.03,22.05,3.5,1.6,1.9,1.0,1.0,1.0,34.02,49.69,19.66,32.71,22.05,0.3954,0.181,0.2441,0.4584,0.3565,-16.7%,60.8%,47.8%,46.8%,57.7%,46.2%,57.5%,46.7%,42.3%,40.4%,35.0%,50.8%,54.2%,35.6%,52.3%,57.5%,64.0%,Liberalism,True,0,0,,46.0,0.85,11.5,5.0,0.383,36.0,68.0,0.845,0.443,0.354,1.333,0.238,0.326,37.1,6838.0,123.9,20.88,0.7,2.6