model,architecture,params_b,quant,size_gib,engine,backend,gpu,vram_gb,test,tokens_per_sec,stddev,date
Qwen3.6-35B-A3B,MoE (3B active),34.66,UD-Q4_K_M,20.61,llama.cpp,CUDA,RTX 5090,32,pp128,3605.03,48.69,2026-05-28
Qwen3.6-35B-A3B,MoE (3B active),34.66,UD-Q4_K_M,20.61,llama.cpp,CUDA,RTX 5090,32,pp512,9239.86,63.85,2026-05-28
Qwen3.6-35B-A3B,MoE (3B active),34.66,UD-Q4_K_M,20.61,llama.cpp,CUDA,RTX 5090,32,pp2048,9041.04,65.96,2026-05-28
Qwen3.6-35B-A3B,MoE (3B active),34.66,UD-Q4_K_M,20.61,llama.cpp,CUDA,RTX 5090,32,pp4096,8760.53,53.07,2026-05-28
Qwen3.6-35B-A3B,MoE (3B active),34.66,UD-Q4_K_M,20.61,llama.cpp,CUDA,RTX 5090,32,pp8192,8442.99,37.16,2026-05-28
Qwen3.6-35B-A3B,MoE (3B active),34.66,UD-Q4_K_M,20.61,llama.cpp,CUDA,RTX 5090,32,pp16384,7713.79,15.46,2026-05-28
Qwen3.6-35B-A3B,MoE (3B active),34.66,UD-Q4_K_M,20.61,llama.cpp,CUDA,RTX 5090,32,tg128,270.97,1.24,2026-05-28
Qwen3.6-27B,Dense,26.90,Q4_K_M,15.66,llama.cpp,CUDA,RTX 5090,32,pp128,2972.93,322.84,2026-05-28
Qwen3.6-27B,Dense,26.90,Q4_K_M,15.66,llama.cpp,CUDA,RTX 5090,32,pp512,3825.83,41.56,2026-05-28
Qwen3.6-27B,Dense,26.90,Q4_K_M,15.66,llama.cpp,CUDA,RTX 5090,32,pp2048,3740.84,1.29,2026-05-28
Qwen3.6-27B,Dense,26.90,Q4_K_M,15.66,llama.cpp,CUDA,RTX 5090,32,pp4096,3644.93,2.76,2026-05-28
Qwen3.6-27B,Dense,26.90,Q4_K_M,15.66,llama.cpp,CUDA,RTX 5090,32,pp8192,3484.57,7.20,2026-05-28
Qwen3.6-27B,Dense,26.90,Q4_K_M,15.66,llama.cpp,CUDA,RTX 5090,32,pp16384,3161.79,3.66,2026-05-28
Qwen3.6-27B,Dense,26.90,Q4_K_M,15.66,llama.cpp,CUDA,RTX 5090,32,tg128,77.09,0.16,2026-05-28
Nemotron-3-Nano-30B-A3B,MoE (3B active),31.58,Q4_K_M,22.88,llama.cpp,CUDA,RTX 5090,32,pp128,4423.05,74.78,2026-05-28
Nemotron-3-Nano-30B-A3B,MoE (3B active),31.58,Q4_K_M,22.88,llama.cpp,CUDA,RTX 5090,32,pp512,10674.44,108.43,2026-05-28
Nemotron-3-Nano-30B-A3B,MoE (3B active),31.58,Q4_K_M,22.88,llama.cpp,CUDA,RTX 5090,32,pp2048,10277.54,40.85,2026-05-28
Nemotron-3-Nano-30B-A3B,MoE (3B active),31.58,Q4_K_M,22.88,llama.cpp,CUDA,RTX 5090,32,pp4096,9999.48,26.46,2026-05-28
Nemotron-3-Nano-30B-A3B,MoE (3B active),31.58,Q4_K_M,22.88,llama.cpp,CUDA,RTX 5090,32,pp8192,9448.36,34.02,2026-05-28
Nemotron-3-Nano-30B-A3B,MoE (3B active),31.58,Q4_K_M,22.88,llama.cpp,CUDA,RTX 5090,32,pp16384,8558.68,16.72,2026-05-28
Nemotron-3-Nano-30B-A3B,MoE (3B active),31.58,Q4_K_M,22.88,llama.cpp,CUDA,RTX 5090,32,tg128,363.69,1.58,2026-05-28
gpt-oss-20b,Dense,20.91,Q4_K_M,10.81,llama.cpp,CUDA,RTX 5090,32,pp128,7220.69,67.12,2026-05-28
gpt-oss-20b,Dense,20.91,Q4_K_M,10.81,llama.cpp,CUDA,RTX 5090,32,pp512,16749.65,148.73,2026-05-28
gpt-oss-20b,Dense,20.91,Q4_K_M,10.81,llama.cpp,CUDA,RTX 5090,32,pp2048,13524.44,12.42,2026-05-28
gpt-oss-20b,Dense,20.91,Q4_K_M,10.81,llama.cpp,CUDA,RTX 5090,32,pp4096,11684.53,43.99,2026-05-28
gpt-oss-20b,Dense,20.91,Q4_K_M,10.81,llama.cpp,CUDA,RTX 5090,32,pp8192,9413.7,16.38,2026-05-28
gpt-oss-20b,Dense,20.91,Q4_K_M,10.81,llama.cpp,CUDA,RTX 5090,32,pp16384,6677.6,14.13,2026-05-28
gpt-oss-20b,Dense,20.91,Q4_K_M,10.81,llama.cpp,CUDA,RTX 5090,32,tg128,367.9,1.18,2026-05-28
Qwen3.6-27B-MTP,Dense (MTP),27.32,Q4_K_M,15.92,llama.cpp,CUDA,RTX 5090,32,pp128,2972.2,321.87,2026-05-28
Qwen3.6-27B-MTP,Dense (MTP),27.32,Q4_K_M,15.92,llama.cpp,CUDA,RTX 5090,32,pp512,3835.77,43.26,2026-05-28
Qwen3.6-27B-MTP,Dense (MTP),27.32,Q4_K_M,15.92,llama.cpp,CUDA,RTX 5090,32,pp2048,3746.68,1.53,2026-05-28
Qwen3.6-27B-MTP,Dense (MTP),27.32,Q4_K_M,15.92,llama.cpp,CUDA,RTX 5090,32,pp4096,3655.53,9.44,2026-05-28
Qwen3.6-27B-MTP,Dense (MTP),27.32,Q4_K_M,15.92,llama.cpp,CUDA,RTX 5090,32,pp8192,3495.59,4.04,2026-05-28
Qwen3.6-27B-MTP,Dense (MTP),27.32,Q4_K_M,15.92,llama.cpp,CUDA,RTX 5090,32,pp16384,3161.77,3.81,2026-05-28
Qwen3.6-27B-MTP,Dense (MTP),27.32,Q4_K_M,15.92,llama.cpp,CUDA,RTX 5090,32,tg128,76.99,0.09,2026-05-28
Qwen3-Coder-Next,MoE,79.67,UD-Q2_K_XL,24.92,llama.cpp,CUDA,RTX 5090,32,pp128,2381.32,29.12,2026-05-28
Qwen3-Coder-Next,MoE,79.67,UD-Q2_K_XL,24.92,llama.cpp,CUDA,RTX 5090,32,pp512,4447.3,39.42,2026-05-28
Qwen3-Coder-Next,MoE,79.67,UD-Q2_K_XL,24.92,llama.cpp,CUDA,RTX 5090,32,pp2048,4420.86,35.94,2026-05-28
Qwen3-Coder-Next,MoE,79.67,UD-Q2_K_XL,24.92,llama.cpp,CUDA,RTX 5090,32,pp4096,4380.75,11.49,2026-05-28
Qwen3-Coder-Next,MoE,79.67,UD-Q2_K_XL,24.92,llama.cpp,CUDA,RTX 5090,32,pp8192,4250.74,14.71,2026-05-28
Qwen3-Coder-Next,MoE,79.67,UD-Q2_K_XL,24.92,llama.cpp,CUDA,RTX 5090,32,pp16384,4042.73,18.93,2026-05-28
Qwen3-Coder-Next,MoE,79.67,UD-Q2_K_XL,24.92,llama.cpp,CUDA,RTX 5090,32,tg128,224.87,1.86,2026-05-28
Gemma 4 12B,Dense,11.91,Q6_K,9.1,llama.cpp,CUDA,RTX 5090,32,pp128,5099.28,452.85,2026-06-04
Gemma 4 12B,Dense,11.91,Q6_K,9.1,llama.cpp,CUDA,RTX 5090,32,pp512,7160.37,149.07,2026-06-04
Gemma 4 12B,Dense,11.91,Q6_K,9.1,llama.cpp,CUDA,RTX 5090,32,pp2048,6788.28,10.42,2026-06-04
Gemma 4 12B,Dense,11.91,Q6_K,9.1,llama.cpp,CUDA,RTX 5090,32,pp4096,6605.39,1.81,2026-06-04
Gemma 4 12B,Dense,11.91,Q6_K,9.1,llama.cpp,CUDA,RTX 5090,32,pp8192,6359.06,5.49,2026-06-04
Gemma 4 12B,Dense,11.91,Q6_K,9.1,llama.cpp,CUDA,RTX 5090,32,pp16384,5846.08,5.21,2026-06-04
Gemma 4 12B,Dense,11.91,Q6_K,9.1,llama.cpp,CUDA,RTX 5090,32,tg128,122.3,0.19,2026-06-04
Gemma 4 31B,,,Q6_K,23.47,llama.cpp,CUDA,RTX 5090,32,pp128,2644.49,138.18,2026-08-11
Gemma 4 31B,,,Q6_K,23.47,llama.cpp,CUDA,RTX 5090,32,pp512,3165.36,20.76,2026-08-11
Gemma 4 31B,,,Q6_K,23.47,llama.cpp,CUDA,RTX 5090,32,pp2048,3093.67,2.02,2026-08-11
Gemma 4 31B,,,Q6_K,23.47,llama.cpp,CUDA,RTX 5090,32,pp4096,3037.99,2.1,2026-08-11
Gemma 4 31B,,,Q6_K,23.47,llama.cpp,CUDA,RTX 5090,32,pp8192,2953.27,3.93,2026-08-11
Gemma 4 31B,,,Q6_K,23.47,llama.cpp,CUDA,RTX 5090,32,pp16384,2785.6,3.73,2026-08-11
Gemma 4 31B,,,Q6_K,23.47,llama.cpp,CUDA,RTX 5090,32,tg128,55.35,0.05,2026-08-11
Gemma 4 31B,,,Q4_0,16.44,llama.cpp,CUDA,RTX 5090,32,pp128,3546.22,266.69,2026-08-11
Gemma 4 31B,,,Q4_0,16.44,llama.cpp,CUDA,RTX 5090,32,pp512,4255.26,36.12,2026-08-11
Gemma 4 31B,,,Q4_0,16.44,llama.cpp,CUDA,RTX 5090,32,pp2048,4127.19,5.1,2026-08-11
Gemma 4 31B,,,Q4_0,16.44,llama.cpp,CUDA,RTX 5090,32,pp4096,4033.08,4.96,2026-08-11
Gemma 4 31B,,,Q4_0,16.44,llama.cpp,CUDA,RTX 5090,32,pp8192,3890.43,3.72,2026-08-11
Gemma 4 31B,,,Q4_0,16.44,llama.cpp,CUDA,RTX 5090,32,pp16384,3609.49,6.18,2026-08-11
Gemma 4 31B,,,Q4_0,16.44,llama.cpp,CUDA,RTX 5090,32,tg128,76.39,0.08,2026-08-11
gpt-oss-120B,,,MXFP4,0.01,llama.cpp,CUDA,RTX 5090,32,pp128,124.48,33.08,2026-08-11
gpt-oss-120B,,,MXFP4,0.01,llama.cpp,CUDA,RTX 5090,32,pp512,484.36,37.28,2026-08-11
gpt-oss-120B,,,MXFP4,0.01,llama.cpp,CUDA,RTX 5090,32,pp2048,588.24,15.03,2026-08-11
gpt-oss-120B,,,MXFP4,0.01,llama.cpp,CUDA,RTX 5090,32,tg128,46.48,0.41,2026-08-11
LFM2.5-8B-A1B,,,Q8_0,8.39,llama.cpp,CUDA,RTX 5090,32,pp128,11428.31,54.16,2026-08-11
LFM2.5-8B-A1B,,,Q8_0,8.39,llama.cpp,CUDA,RTX 5090,32,pp512,30680.66,388.01,2026-08-11
LFM2.5-8B-A1B,,,Q8_0,8.39,llama.cpp,CUDA,RTX 5090,32,pp2048,29341.85,120.19,2026-08-11
LFM2.5-8B-A1B,,,Q8_0,8.39,llama.cpp,CUDA,RTX 5090,32,pp4096,27078.92,73.9,2026-08-11
LFM2.5-8B-A1B,,,Q8_0,8.39,llama.cpp,CUDA,RTX 5090,32,pp8192,23649.47,19.95,2026-08-11
LFM2.5-8B-A1B,,,Q8_0,8.39,llama.cpp,CUDA,RTX 5090,32,pp16384,18653.47,21.65,2026-08-11
LFM2.5-8B-A1B,,,Q8_0,8.39,llama.cpp,CUDA,RTX 5090,32,tg128,563.12,3.13,2026-08-11
Ling-3.0-flash,,,IQ2_M,39.21,llama.cpp,CUDA,RTX 5090,32,pp128,138.93,13.42,2026-08-11
Ling-3.0-flash,,,IQ2_M,39.21,llama.cpp,CUDA,RTX 5090,32,pp512,400.64,8.5,2026-08-11
Ling-3.0-flash,,,IQ2_M,39.21,llama.cpp,CUDA,RTX 5090,32,pp2048,414.94,1.91,2026-08-11
Ling-3.0-flash,,,IQ2_M,39.21,llama.cpp,CUDA,RTX 5090,32,pp4096,418.1,1.68,2026-08-11
Ling-3.0-flash,,,IQ2_M,39.21,llama.cpp,CUDA,RTX 5090,32,pp8192,419.3,0.46,2026-08-11
Ling-3.0-flash,,,IQ2_M,39.21,llama.cpp,CUDA,RTX 5090,32,pp16384,420.64,0.54,2026-08-11
Ling-3.0-flash,,,IQ2_M,39.21,llama.cpp,CUDA,RTX 5090,32,tg128,45.55,0.08,2026-08-11
Ling-3.0-flash,,,IQ3_XXS,47.69,llama.cpp,CUDA,RTX 5090,32,pp128,28.9,13.92,2026-08-11
Ling-3.0-flash,,,IQ3_XXS,47.69,llama.cpp,CUDA,RTX 5090,32,pp512,207.77,37.28,2026-08-11
Ling-3.0-flash,,,IQ3_XXS,47.69,llama.cpp,CUDA,RTX 5090,32,pp2048,338.06,15.57,2026-08-11
Ling-3.0-flash,,,IQ3_XXS,47.69,llama.cpp,CUDA,RTX 5090,32,pp4096,361.33,2.86,2026-08-11
Ling-3.0-flash,,,IQ3_XXS,47.69,llama.cpp,CUDA,RTX 5090,32,pp8192,369.57,1.4,2026-08-11
Ling-3.0-flash,,,IQ3_XXS,47.69,llama.cpp,CUDA,RTX 5090,32,pp16384,374.39,1.1,2026-08-11
Ling-3.0-flash,,,IQ3_XXS,47.69,llama.cpp,CUDA,RTX 5090,32,tg128,39.55,0.11,2026-08-11
Ling-3.0-flash,,,Q3_K_M,58.27,llama.cpp,CUDA,RTX 5090,32,pp128,72.95,15.94,2026-08-11
Ling-3.0-flash,,,Q3_K_M,58.27,llama.cpp,CUDA,RTX 5090,32,pp512,261.13,14.51,2026-08-11
Ling-3.0-flash,,,Q3_K_M,58.27,llama.cpp,CUDA,RTX 5090,32,pp2048,290.12,2.38,2026-08-11
Ling-3.0-flash,,,Q3_K_M,58.27,llama.cpp,CUDA,RTX 5090,32,pp4096,298.45,1.24,2026-08-11
Ling-3.0-flash,,,Q3_K_M,58.27,llama.cpp,CUDA,RTX 5090,32,pp8192,300.37,1.03,2026-08-11
Ling-3.0-flash,,,Q3_K_M,58.27,llama.cpp,CUDA,RTX 5090,32,pp16384,302.48,0.92,2026-08-11
Ling-3.0-flash,,,Q3_K_M,58.27,llama.cpp,CUDA,RTX 5090,32,tg128,46.01,0.2,2026-08-11
Mistral Small 4 119B,,,MXFP4,0.01,llama.cpp,CUDA,RTX 5090,32,pp128,74.03,16.11,2026-08-11
Mistral Small 4 119B,,,MXFP4,0.01,llama.cpp,CUDA,RTX 5090,32,pp512,243.11,56.86,2026-08-11
Mistral Small 4 119B,,,MXFP4,0.01,llama.cpp,CUDA,RTX 5090,32,pp2048,312.81,4.43,2026-08-11
Mistral Small 4 119B,,,MXFP4,0.01,llama.cpp,CUDA,RTX 5090,32,pp4096,312.81,1.07,2026-08-11
Mistral Small 4 119B,,,MXFP4,0.01,llama.cpp,CUDA,RTX 5090,32,pp8192,308.99,1.15,2026-08-11
Mistral Small 4 119B,,,MXFP4,0.01,llama.cpp,CUDA,RTX 5090,32,pp16384,299.95,0.5,2026-08-11
Mistral Small 4 119B,,,MXFP4,0.01,llama.cpp,CUDA,RTX 5090,32,tg128,35.88,0.05,2026-08-11
Muse-Glimmer-30B,,,UD-Q4_K_XL,14.79,llama.cpp,CUDA,RTX 5090,32,pp128,3693.37,248.44,2026-08-11
Muse-Glimmer-30B,,,UD-Q4_K_XL,14.79,llama.cpp,CUDA,RTX 5090,32,pp512,4739.79,54.9,2026-08-11
Muse-Glimmer-30B,,,UD-Q4_K_XL,14.79,llama.cpp,CUDA,RTX 5090,32,pp2048,4645.01,2.66,2026-08-11
Muse-Glimmer-30B,,,UD-Q4_K_XL,14.79,llama.cpp,CUDA,RTX 5090,32,pp4096,4575.2,7.64,2026-08-11
Muse-Glimmer-30B,,,UD-Q4_K_XL,14.79,llama.cpp,CUDA,RTX 5090,32,pp8192,4508.73,2.01,2026-08-11
Muse-Glimmer-30B,,,UD-Q4_K_XL,14.79,llama.cpp,CUDA,RTX 5090,32,pp16384,4408.68,5.51,2026-08-11
Muse-Glimmer-30B,,,UD-Q4_K_XL,14.79,llama.cpp,CUDA,RTX 5090,32,tg128,85.71,0.04,2026-08-11
Nemotron-3-Nano-30B-A3B,,,UD-Q4_K_XL,0.0,llama.cpp,CUDA,RTX 5090,32,pp128,4423.05,74.78,2026-08-11
Nemotron-3-Nano-30B-A3B,,,UD-Q4_K_XL,0.0,llama.cpp,CUDA,RTX 5090,32,pp512,10674.44,108.43,2026-08-11
Nemotron-3-Nano-30B-A3B,,,UD-Q4_K_XL,0.0,llama.cpp,CUDA,RTX 5090,32,pp2048,10277.54,40.85,2026-08-11
Nemotron-3-Nano-30B-A3B,,,UD-Q4_K_XL,0.0,llama.cpp,CUDA,RTX 5090,32,pp4096,9999.48,26.46,2026-08-11
Nemotron-3-Nano-30B-A3B,,,UD-Q4_K_XL,0.0,llama.cpp,CUDA,RTX 5090,32,pp8192,9448.36,34.02,2026-08-11
Nemotron-3-Nano-30B-A3B,,,UD-Q4_K_XL,0.0,llama.cpp,CUDA,RTX 5090,32,pp16384,8558.68,16.72,2026-08-11
Nemotron-3-Nano-30B-A3B,,,UD-Q4_K_XL,0.0,llama.cpp,CUDA,RTX 5090,32,tg128,363.69,1.58,2026-08-11
North-Mini-Code-1.0,,,Q6_K,23.76,llama.cpp,CUDA,RTX 5090,32,pp128,3660.63,20.18,2026-08-11
North-Mini-Code-1.0,,,Q6_K,23.76,llama.cpp,CUDA,RTX 5090,32,pp512,9467.54,59.15,2026-08-11
North-Mini-Code-1.0,,,Q6_K,23.76,llama.cpp,CUDA,RTX 5090,32,pp2048,9302.5,47.99,2026-08-11
North-Mini-Code-1.0,,,Q6_K,23.76,llama.cpp,CUDA,RTX 5090,32,pp4096,9025.88,17.29,2026-08-11
North-Mini-Code-1.0,,,Q6_K,23.76,llama.cpp,CUDA,RTX 5090,32,pp8192,8936.64,71.55,2026-08-11
North-Mini-Code-1.0,,,Q6_K,23.76,llama.cpp,CUDA,RTX 5090,32,pp16384,8643.31,98.56,2026-08-11
North-Mini-Code-1.0,,,Q6_K,23.76,llama.cpp,CUDA,RTX 5090,32,tg128,304.84,1.22,2026-08-11
Nemotron-Cascade-2,,,Q4_K_M,23.03,llama.cpp,CUDA,RTX 5090,32,pp128,4396.99,23.71,2026-08-11
Nemotron-Cascade-2,,,Q4_K_M,23.03,llama.cpp,CUDA,RTX 5090,32,pp512,10646.68,83.38,2026-08-11
Nemotron-Cascade-2,,,Q4_K_M,23.03,llama.cpp,CUDA,RTX 5090,32,pp2048,10338.38,32.81,2026-08-11
Nemotron-Cascade-2,,,Q4_K_M,23.03,llama.cpp,CUDA,RTX 5090,32,pp4096,10029.01,24.97,2026-08-11
Nemotron-Cascade-2,,,Q4_K_M,23.03,llama.cpp,CUDA,RTX 5090,32,pp8192,9508.0,20.63,2026-08-11
Nemotron-Cascade-2,,,Q4_K_M,23.03,llama.cpp,CUDA,RTX 5090,32,pp16384,8580.44,9.8,2026-08-11
Nemotron-Cascade-2,,,Q4_K_M,23.03,llama.cpp,CUDA,RTX 5090,32,tg128,350.84,1.4,2026-08-11
Qwable-3.6-27B,,,Q4_K_M,15.41,llama.cpp,CUDA,RTX 5090,32,pp128,2842.72,228.34,2026-08-11
Qwable-3.6-27B,,,Q4_K_M,15.41,llama.cpp,CUDA,RTX 5090,32,pp512,3808.67,38.59,2026-08-11
Qwable-3.6-27B,,,Q4_K_M,15.41,llama.cpp,CUDA,RTX 5090,32,pp2048,3751.81,1.89,2026-08-11
Qwable-3.6-27B,,,Q4_K_M,15.41,llama.cpp,CUDA,RTX 5090,32,pp4096,3708.23,2.81,2026-08-11
Qwable-3.6-27B,,,Q4_K_M,15.41,llama.cpp,CUDA,RTX 5090,32,pp8192,3640.94,4.91,2026-08-11
Qwable-3.6-27B,,,Q4_K_M,15.41,llama.cpp,CUDA,RTX 5090,32,pp16384,3507.65,2.49,2026-08-11
Qwable-3.6-27B,,,Q4_K_M,15.41,llama.cpp,CUDA,RTX 5090,32,tg128,77.57,0.22,2026-08-11
Qwable-5-27B-Coder,,,Q6_K,20.89,llama.cpp,CUDA,RTX 5090,32,pp128,2486.57,173.91,2026-08-11
Qwable-5-27B-Coder,,,Q6_K,20.89,llama.cpp,CUDA,RTX 5090,32,pp512,3210.89,23.96,2026-08-11
Qwable-5-27B-Coder,,,Q6_K,20.89,llama.cpp,CUDA,RTX 5090,32,pp2048,3189.79,4.29,2026-08-11
Qwable-5-27B-Coder,,,Q6_K,20.89,llama.cpp,CUDA,RTX 5090,32,pp4096,3156.6,3.29,2026-08-11
Qwable-5-27B-Coder,,,Q6_K,20.89,llama.cpp,CUDA,RTX 5090,32,pp8192,3106.43,3.69,2026-08-11
Qwable-5-27B-Coder,,,Q6_K,20.89,llama.cpp,CUDA,RTX 5090,32,pp16384,3000.64,5.28,2026-08-11
Qwable-5-27B-Coder,,,Q6_K,20.89,llama.cpp,CUDA,RTX 5090,32,tg128,62.9,0.06,2026-08-11
Qwen3.6-27B-MTP-pi-tune,,,Q6_K,20.9,llama.cpp,CUDA,RTX 5090,32,pp128,2465.03,202.19,2026-08-11
Qwen3.6-27B-MTP-pi-tune,,,Q6_K,20.9,llama.cpp,CUDA,RTX 5090,32,pp512,3197.71,25.78,2026-08-11
Qwen3.6-27B-MTP-pi-tune,,,Q6_K,20.9,llama.cpp,CUDA,RTX 5090,32,pp2048,3178.32,0.87,2026-08-11
Qwen3.6-27B-MTP-pi-tune,,,Q6_K,20.9,llama.cpp,CUDA,RTX 5090,32,pp4096,3147.49,3.01,2026-08-11
Qwen3.6-27B-MTP-pi-tune,,,Q6_K,20.9,llama.cpp,CUDA,RTX 5090,32,pp8192,3098.78,3.41,2026-08-11
Qwen3.6-27B-MTP-pi-tune,,,Q6_K,20.9,llama.cpp,CUDA,RTX 5090,32,pp16384,2995.88,5.6,2026-08-11
Qwen3.6-27B-MTP-pi-tune,,,Q6_K,20.9,llama.cpp,CUDA,RTX 5090,32,tg128,62.9,0.05,2026-08-11
Qwen3.6-27B,,,NVFP4,27.66,vLLM,CUDA,RTX 5090,32,pp128,768.33,,2026-08-11
Qwen3.6-27B,,,NVFP4,27.66,vLLM,CUDA,RTX 5090,32,pp512,8049.31,,2026-08-11
Qwen3.6-27B,,,NVFP4,27.66,vLLM,CUDA,RTX 5090,32,pp2048,10560.43,,2026-08-11
Qwen3.6-27B,,,NVFP4,27.66,vLLM,CUDA,RTX 5090,32,pp4096,10642.77,,2026-08-11
Qwen3.6-27B,,,NVFP4,27.66,vLLM,CUDA,RTX 5090,32,pp8192,10108.17,,2026-08-11
Qwen3.6-27B,,,NVFP4,27.66,vLLM,CUDA,RTX 5090,32,pp16384,9165.07,,2026-08-11
Qwen3.6-27B,,,NVFP4,27.66,vLLM,CUDA,RTX 5090,32,tg128,54.39,,2026-08-11
Qwen3.6-27B,,,NVFP4-GGUF,14.64,llama.cpp,CUDA,RTX 5090,32,pp128,3486.25,306.84,2026-08-11
Qwen3.6-27B,,,NVFP4-GGUF,14.64,llama.cpp,CUDA,RTX 5090,32,pp512,5414.84,150.95,2026-08-11
Qwen3.6-27B,,,NVFP4-GGUF,14.64,llama.cpp,CUDA,RTX 5090,32,pp2048,5253.84,11.44,2026-08-11
Qwen3.6-27B,,,NVFP4-GGUF,14.64,llama.cpp,CUDA,RTX 5090,32,pp4096,5072.55,3.24,2026-08-11
Qwen3.6-27B,,,NVFP4-GGUF,14.64,llama.cpp,CUDA,RTX 5090,32,pp8192,4753.46,6.96,2026-08-11
Qwen3.6-27B,,,NVFP4-GGUF,14.64,llama.cpp,CUDA,RTX 5090,32,pp16384,4175.77,4.75,2026-08-11
Qwen3.6-27B,,,NVFP4-GGUF,14.64,llama.cpp,CUDA,RTX 5090,32,tg128,84.3,0.14,2026-08-11
Qwen3.6-27B,,,Q6_K,20.98,llama.cpp,CUDA,RTX 5090,32,pp128,2579.55,235.05,2026-08-11
Qwen3.6-27B,,,Q6_K,20.98,llama.cpp,CUDA,RTX 5090,32,pp512,3222.03,38.03,2026-08-11
Qwen3.6-27B,,,Q6_K,20.98,llama.cpp,CUDA,RTX 5090,32,pp2048,3186.58,1.85,2026-08-11
Qwen3.6-27B,,,Q6_K,20.98,llama.cpp,CUDA,RTX 5090,32,pp4096,3115.3,3.35,2026-08-11
Qwen3.6-27B,,,Q6_K,20.98,llama.cpp,CUDA,RTX 5090,32,pp8192,2991.75,1.47,2026-08-11
Qwen3.6-27B,,,Q6_K,20.98,llama.cpp,CUDA,RTX 5090,32,pp16384,2750.92,2.3,2026-08-11
Qwen3.6-27B,,,Q6_K,20.98,llama.cpp,CUDA,RTX 5090,32,tg128,61.85,0.07,2026-08-11
Qwen3.6-28B-REAP-A3B,,,Q6_K,21.64,llama.cpp,CUDA,RTX 5090,32,pp128,3778.26,59.8,2026-08-11
Qwen3.6-28B-REAP-A3B,,,Q6_K,21.64,llama.cpp,CUDA,RTX 5090,32,pp512,8226.91,26.7,2026-08-11
Qwen3.6-28B-REAP-A3B,,,Q6_K,21.64,llama.cpp,CUDA,RTX 5090,32,pp2048,8162.54,46.22,2026-08-11
Qwen3.6-28B-REAP-A3B,,,Q6_K,21.64,llama.cpp,CUDA,RTX 5090,32,pp4096,7949.02,46.72,2026-08-11
Qwen3.6-28B-REAP-A3B,,,Q6_K,21.64,llama.cpp,CUDA,RTX 5090,32,pp8192,7684.72,29.87,2026-08-11
Qwen3.6-28B-REAP-A3B,,,Q6_K,21.64,llama.cpp,CUDA,RTX 5090,32,pp16384,7070.75,11.91,2026-08-11
Qwen3.6-28B-REAP-A3B,,,Q6_K,21.64,llama.cpp,CUDA,RTX 5090,32,tg128,246.62,1.7,2026-08-11
Qwen3.6-35B-A3B,,,UD-Q6_K,27.3,llama.cpp,CUDA,RTX 5090,32,pp128,3048.05,35.17,2026-08-11
Qwen3.6-35B-A3B,,,UD-Q6_K,27.3,llama.cpp,CUDA,RTX 5090,32,pp512,8321.46,54.75,2026-08-11
Qwen3.6-35B-A3B,,,UD-Q6_K,27.3,llama.cpp,CUDA,RTX 5090,32,pp2048,8125.38,51.1,2026-08-11
Qwen3.6-35B-A3B,,,UD-Q6_K,27.3,llama.cpp,CUDA,RTX 5090,32,pp4096,7901.14,51.07,2026-08-11
Qwen3.6-35B-A3B,,,UD-Q6_K,27.3,llama.cpp,CUDA,RTX 5090,32,pp8192,7599.09,26.07,2026-08-11
Qwen3.6-35B-A3B,,,UD-Q6_K,27.3,llama.cpp,CUDA,RTX 5090,32,pp16384,6997.89,20.63,2026-08-11
Qwen3.6-35B-A3B,,,UD-Q6_K,27.3,llama.cpp,CUDA,RTX 5090,32,tg128,259.65,1.52,2026-08-11
Qwopus3.6-27B-Coder-Compat,,,Q6_K,20.89,llama.cpp,CUDA,RTX 5090,32,pp128,2488.98,165.42,2026-08-11
Qwopus3.6-27B-Coder-Compat,,,Q6_K,20.89,llama.cpp,CUDA,RTX 5090,32,pp512,3210.89,26.64,2026-08-11
Qwopus3.6-27B-Coder-Compat,,,Q6_K,20.89,llama.cpp,CUDA,RTX 5090,32,pp2048,3185.93,3.74,2026-08-11
Qwopus3.6-27B-Coder-Compat,,,Q6_K,20.89,llama.cpp,CUDA,RTX 5090,32,pp4096,3154.53,2.36,2026-08-11
Qwopus3.6-27B-Coder-Compat,,,Q6_K,20.89,llama.cpp,CUDA,RTX 5090,32,pp8192,3102.57,5.56,2026-08-11
Qwopus3.6-27B-Coder-Compat,,,Q6_K,20.89,llama.cpp,CUDA,RTX 5090,32,pp16384,2997.34,5.26,2026-08-11
Qwopus3.6-27B-Coder-Compat,,,Q6_K,20.89,llama.cpp,CUDA,RTX 5090,32,tg128,62.91,0.05,2026-08-11
Qwopus3.6-27B-Coder,,,Q5_K_M,18.19,llama.cpp,CUDA,RTX 5090,32,pp128,2794.13,211.36,2026-08-11
Qwopus3.6-27B-Coder,,,Q5_K_M,18.19,llama.cpp,CUDA,RTX 5090,32,pp512,3760.75,42.0,2026-08-11
Qwopus3.6-27B-Coder,,,Q5_K_M,18.19,llama.cpp,CUDA,RTX 5090,32,pp2048,3708.03,4.83,2026-08-11
Qwopus3.6-27B-Coder,,,Q5_K_M,18.19,llama.cpp,CUDA,RTX 5090,32,pp4096,3666.81,3.72,2026-08-11
Qwopus3.6-27B-Coder,,,Q5_K_M,18.19,llama.cpp,CUDA,RTX 5090,32,pp8192,3598.08,3.59,2026-08-11
Qwopus3.6-27B-Coder,,,Q5_K_M,18.19,llama.cpp,CUDA,RTX 5090,32,pp16384,3466.78,7.48,2026-08-11
Qwopus3.6-27B-Coder,,,Q5_K_M,18.19,llama.cpp,CUDA,RTX 5090,32,tg128,70.52,0.07,2026-08-11
Qwen3.6-35B-A3B,MoE (3B active),34.66,Escha-W2 2-bit,12.3,escha-sglang,CUDA,RTX 5090,32,tg128,285.7,,2026-08-11
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),31.58,Q4_K_M,22.83,llama.cpp,CUDA,RTX 5090,32,pp128,4559.37,24.28,2026-08-11
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),31.58,Q4_K_M,22.83,llama.cpp,CUDA,RTX 5090,32,pp512,11697.92,39.68,2026-08-11
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),31.58,Q4_K_M,22.83,llama.cpp,CUDA,RTX 5090,32,pp2048,11692.84,69.29,2026-08-11
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),31.58,Q4_K_M,22.83,llama.cpp,CUDA,RTX 5090,32,pp4096,11571.07,37.62,2026-08-11
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),31.58,Q4_K_M,22.83,llama.cpp,CUDA,RTX 5090,32,pp8192,11440.21,13.35,2026-08-11
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),31.58,Q4_K_M,22.83,llama.cpp,CUDA,RTX 5090,32,pp16384,11197.72,21.7,2026-08-11
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),31.58,Q4_K_M,22.83,llama.cpp,CUDA,RTX 5090,32,tg128,377.39,1.7,2026-08-11
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),31.58,NVFP4,21.6,vLLM 0.25.1,CUDA,RTX 5090,32,tg128,410.5,,2026-08-11
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ2_M,17.56,llama.cpp,CUDA,RTX 5090,32,pp128,4862.76,90.41,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ2_M,17.56,llama.cpp,CUDA,RTX 5090,32,pp512,12223.14,27.52,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ2_M,17.56,llama.cpp,CUDA,RTX 5090,32,pp2048,12319.38,98.47,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ2_M,17.56,llama.cpp,CUDA,RTX 5090,32,pp4096,12217.11,25.17,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ2_M,17.56,llama.cpp,CUDA,RTX 5090,32,pp8192,12122.5,36.74,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ2_M,17.56,llama.cpp,CUDA,RTX 5090,32,pp16384,11917.42,17.82,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ2_M,17.56,llama.cpp,CUDA,RTX 5090,32,tg128,399.26,1.8,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ2_XXS,17.54,llama.cpp,CUDA,RTX 5090,32,pp128,4956.77,53.01,2026-08-12
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ2_XXS,17.54,llama.cpp,CUDA,RTX 5090,32,pp512,12638.4,47.63,2026-08-12
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ2_XXS,17.54,llama.cpp,CUDA,RTX 5090,32,pp2048,12450.45,103.15,2026-08-12
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ2_XXS,17.54,llama.cpp,CUDA,RTX 5090,32,pp4096,12324.66,27.71,2026-08-12
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ2_XXS,17.54,llama.cpp,CUDA,RTX 5090,32,pp8192,12200.37,47.88,2026-08-12
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ2_XXS,17.54,llama.cpp,CUDA,RTX 5090,32,pp16384,11989.76,14.96,2026-08-12
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ2_XXS,17.54,llama.cpp,CUDA,RTX 5090,32,tg128,402.86,2.19,2026-08-12
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ3_XXS,18.44,llama.cpp,CUDA,RTX 5090,32,pp128,4711.7,37.7,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ3_XXS,18.44,llama.cpp,CUDA,RTX 5090,32,pp512,11828.18,79.39,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ3_XXS,18.44,llama.cpp,CUDA,RTX 5090,32,pp2048,12001.73,51.13,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ3_XXS,18.44,llama.cpp,CUDA,RTX 5090,32,pp4096,11946.19,47.24,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ3_XXS,18.44,llama.cpp,CUDA,RTX 5090,32,pp8192,11782.47,14.2,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ3_XXS,18.44,llama.cpp,CUDA,RTX 5090,32,pp16384,11573.66,25.92,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ3_XXS,18.44,llama.cpp,CUDA,RTX 5090,32,tg128,390.12,2.37,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ4_XS,17.62,llama.cpp,CUDA,RTX 5090,32,pp128,4779.87,36.75,2026-08-12
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ4_XS,17.62,llama.cpp,CUDA,RTX 5090,32,pp512,12029.45,74.7,2026-08-12
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ4_XS,17.62,llama.cpp,CUDA,RTX 5090,32,pp2048,12171.49,31.77,2026-08-12
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ4_XS,17.62,llama.cpp,CUDA,RTX 5090,32,pp4096,12068.53,34.41,2026-08-12
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ4_XS,17.62,llama.cpp,CUDA,RTX 5090,32,pp8192,11918.81,36.27,2026-08-12
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ4_XS,17.62,llama.cpp,CUDA,RTX 5090,32,pp16384,11705.79,57.32,2026-08-12
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,IQ4_XS,17.62,llama.cpp,CUDA,RTX 5090,32,tg128,394.51,1.7,2026-08-12
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,Q3_K_M,18.46,llama.cpp,CUDA,RTX 5090,32,pp128,4661.01,26.33,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,Q3_K_M,18.46,llama.cpp,CUDA,RTX 5090,32,pp512,11925.81,54.11,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,Q3_K_M,18.46,llama.cpp,CUDA,RTX 5090,32,pp2048,11890.47,35.47,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,Q3_K_M,18.46,llama.cpp,CUDA,RTX 5090,32,pp4096,11782.65,31.64,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,Q3_K_M,18.46,llama.cpp,CUDA,RTX 5090,32,pp8192,11653.06,47.18,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,Q3_K_M,18.46,llama.cpp,CUDA,RTX 5090,32,pp16384,11391.36,27.45,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,Q3_K_M,18.46,llama.cpp,CUDA,RTX 5090,32,tg128,390.76,2.83,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,Q5_K_M,25.11,llama.cpp,CUDA,RTX 5090,32,pp128,4317.5,39.57,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,Q5_K_M,25.11,llama.cpp,CUDA,RTX 5090,32,pp512,11067.4,52.14,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,Q5_K_M,25.11,llama.cpp,CUDA,RTX 5090,32,pp2048,11098.54,55.67,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,Q5_K_M,25.11,llama.cpp,CUDA,RTX 5090,32,pp4096,10997.06,51.87,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,Q5_K_M,25.11,llama.cpp,CUDA,RTX 5090,32,pp8192,10914.82,17.75,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,Q5_K_M,25.11,llama.cpp,CUDA,RTX 5090,32,pp16384,10664.91,33.25,2026-08-13
NVIDIA-Nemotron-3.5-Lightning-30B-A3B,MoE (3B active),32.91,Q5_K_M,25.11,llama.cpp,CUDA,RTX 5090,32,tg128,348.71,1.58,2026-08-13
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-IQ2_XXS,8.38,llama.cpp,CUDA,RTX 5090,32,pp128,2787.01,291.87,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-IQ2_XXS,8.38,llama.cpp,CUDA,RTX 5090,32,pp512,3451.36,47.21,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-IQ2_XXS,8.38,llama.cpp,CUDA,RTX 5090,32,pp2048,3420.26,5.35,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-IQ2_XXS,8.38,llama.cpp,CUDA,RTX 5090,32,pp4096,3383.03,2.88,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-IQ2_XXS,8.38,llama.cpp,CUDA,RTX 5090,32,pp8192,3324.24,3.18,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-IQ2_XXS,8.38,llama.cpp,CUDA,RTX 5090,32,pp16384,3205.55,5.21,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-IQ2_XXS,8.38,llama.cpp,CUDA,RTX 5090,32,tg128,114.61,0.18,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-IQ2_M,9.6,llama.cpp,CUDA,RTX 5090,32,pp128,2994.41,333.9,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-IQ2_M,9.6,llama.cpp,CUDA,RTX 5090,32,pp512,3790.07,88.02,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-IQ2_M,9.6,llama.cpp,CUDA,RTX 5090,32,pp2048,3766.3,2.72,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-IQ2_M,9.6,llama.cpp,CUDA,RTX 5090,32,pp4096,3724.73,3.01,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-IQ2_M,9.6,llama.cpp,CUDA,RTX 5090,32,pp8192,3659.91,0.81,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-IQ2_M,9.6,llama.cpp,CUDA,RTX 5090,32,pp16384,3537.69,0.36,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-IQ2_M,9.6,llama.cpp,CUDA,RTX 5090,32,tg128,103.3,0.14,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-IQ3_XXS,11.09,llama.cpp,CUDA,RTX 5090,32,pp128,2990.75,325.66,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-IQ3_XXS,11.09,llama.cpp,CUDA,RTX 5090,32,pp512,3944.05,62.59,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-IQ3_XXS,11.09,llama.cpp,CUDA,RTX 5090,32,pp2048,3910.74,3.84,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-IQ3_XXS,11.09,llama.cpp,CUDA,RTX 5090,32,pp4096,3862.58,2.23,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-IQ3_XXS,11.09,llama.cpp,CUDA,RTX 5090,32,pp8192,3792.96,2.29,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-IQ3_XXS,11.09,llama.cpp,CUDA,RTX 5090,32,pp16384,3661.88,1.38,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-IQ3_XXS,11.09,llama.cpp,CUDA,RTX 5090,32,tg128,96.23,0.13,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,Q4_K_M,15.92,llama.cpp,CUDA,RTX 5090,32,pp128,3004.1,323.1,2026-08-14
Qwen3.8-27B,Dense (hybrid attn),27.32,Q4_K_M,15.92,llama.cpp,CUDA,RTX 5090,32,pp512,3881.34,52.05,2026-08-14
Qwen3.8-27B,Dense (hybrid attn),27.32,Q4_K_M,15.92,llama.cpp,CUDA,RTX 5090,32,pp2048,3838.37,14.45,2026-08-14
Qwen3.8-27B,Dense (hybrid attn),27.32,Q4_K_M,15.92,llama.cpp,CUDA,RTX 5090,32,pp4096,3777.83,4.16,2026-08-14
Qwen3.8-27B,Dense (hybrid attn),27.32,Q4_K_M,15.92,llama.cpp,CUDA,RTX 5090,32,pp8192,3705.33,4.04,2026-08-14
Qwen3.8-27B,Dense (hybrid attn),27.32,Q4_K_M,15.92,llama.cpp,CUDA,RTX 5090,32,pp16384,3560.3,6.35,2026-08-14
Qwen3.8-27B,Dense (hybrid attn),27.32,Q4_K_M,15.92,llama.cpp,CUDA,RTX 5090,32,tg128,78.94,0.07,2026-08-14
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-Q4_K_XL,16.68,llama.cpp,CUDA,RTX 5090,32,pp128,2895.97,277.62,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-Q4_K_XL,16.68,llama.cpp,CUDA,RTX 5090,32,pp512,3837.74,88.6,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-Q4_K_XL,16.68,llama.cpp,CUDA,RTX 5090,32,pp2048,3813.05,12.26,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-Q4_K_XL,16.68,llama.cpp,CUDA,RTX 5090,32,pp4096,3765.95,10.79,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-Q4_K_XL,16.68,llama.cpp,CUDA,RTX 5090,32,pp8192,3693.59,2.67,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-Q4_K_XL,16.68,llama.cpp,CUDA,RTX 5090,32,pp16384,3566.36,0.68,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,UD-Q4_K_XL,16.68,llama.cpp,CUDA,RTX 5090,32,tg128,76.22,0.13,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,Q6_K,21.3,llama.cpp,CUDA,RTX 5090,32,pp128,2578.57,217.51,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,Q6_K,21.3,llama.cpp,CUDA,RTX 5090,32,pp512,3223.28,38.41,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,Q6_K,21.3,llama.cpp,CUDA,RTX 5090,32,pp2048,3214.67,10.49,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,Q6_K,21.3,llama.cpp,CUDA,RTX 5090,32,pp4096,3171.59,2.73,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,Q6_K,21.3,llama.cpp,CUDA,RTX 5090,32,pp8192,3123.0,2.19,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,Q6_K,21.3,llama.cpp,CUDA,RTX 5090,32,pp16384,3034.29,0.44,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,Q6_K,21.3,llama.cpp,CUDA,RTX 5090,32,tg128,63.08,0.05,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,Q8_0,27.04,llama.cpp,CUDA,RTX 5090,32,pp128,2761.64,266.0,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,Q8_0,27.04,llama.cpp,CUDA,RTX 5090,32,pp512,3833.96,64.6,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,Q8_0,27.04,llama.cpp,CUDA,RTX 5090,32,pp2048,3800.41,7.61,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,Q8_0,27.04,llama.cpp,CUDA,RTX 5090,32,pp4096,3755.65,5.24,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,Q8_0,27.04,llama.cpp,CUDA,RTX 5090,32,pp8192,3680.71,5.43,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,Q8_0,27.04,llama.cpp,CUDA,RTX 5090,32,pp16384,3543.55,2.17,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,Q8_0,27.04,llama.cpp,CUDA,RTX 5090,32,tg128,53.07,0.06,2026-08-15
Qwen3.8-27B,Dense (hybrid attn),27.32,NVFP4,21.02,vllm-0.25.1,CUDA,RTX 5090,32,tg128,68.95,,2026-08-17
Qwen3.8-27B,Dense (hybrid attn),27.32,NVFP4+MTP,21.81,vllm-0.25.1,CUDA,RTX 5090,32,tg128,119.79,,2026-08-17
Ornith 1.5 35B-A3B,MoE (3B active),35.51,Q4_K_M,20.21,llama.cpp,CUDA,RTX 5090,32,pp128,3418.11,31.89,2026-08-21
Ornith 1.5 35B-A3B,MoE (3B active),35.51,Q4_K_M,20.21,llama.cpp,CUDA,RTX 5090,32,pp512,8952.96,52.92,2026-08-21
Ornith 1.5 35B-A3B,MoE (3B active),35.51,Q4_K_M,20.21,llama.cpp,CUDA,RTX 5090,32,pp2048,8853.53,61.38,2026-08-21
Ornith 1.5 35B-A3B,MoE (3B active),35.51,Q4_K_M,20.21,llama.cpp,CUDA,RTX 5090,32,pp4096,8724.69,42.01,2026-08-21
Ornith 1.5 35B-A3B,MoE (3B active),35.51,Q4_K_M,20.21,llama.cpp,CUDA,RTX 5090,32,pp8192,8623.96,22.86,2026-08-21
Ornith 1.5 35B-A3B,MoE (3B active),35.51,Q4_K_M,20.21,llama.cpp,CUDA,RTX 5090,32,pp16384,8436.28,29.6,2026-08-21
Ornith 1.5 35B-A3B,MoE (3B active),35.51,Q4_K_M,20.21,llama.cpp,CUDA,RTX 5090,32,tg128,303.21,2.16,2026-08-21
Ornith 1.5 35B-A3B,MoE (3B active),35.51,NVFP4,23.4,vllm-0.25.1,CUDA,RTX 5090,32,tg128,300.65,,2026-08-21
Ornith 1.5 35B-A3B,MoE (3B active),35.51,NVFP4+MTP,23.4,vllm-0.25.1,CUDA,RTX 5090,32,tg128,248.03,,2026-08-21
Ornith 1.5 9B,Dense (hybrid attn),8.95,Q4_K_M,5.24,llama.cpp,CUDA,RTX 5090,32,pp512,11937.64,497.16,2026-08-23
Ornith 1.5 9B,Dense (hybrid attn),8.95,Q4_K_M,5.24,llama.cpp,CUDA,RTX 5090,32,tg128,225.22,0.39,2026-08-23
Ornith 1.5 9B,Dense (hybrid attn),8.95,Q6_K,6.85,llama.cpp,CUDA,RTX 5090,32,pp512,10163.54,363.92,2026-08-23
Ornith 1.5 9B,Dense (hybrid attn),8.95,Q6_K,6.85,llama.cpp,CUDA,RTX 5090,32,tg128,187.71,0.23,2026-08-23
Qwopus3.8-27B-Flash,Dense (hybrid attn),27.32,Q6_K,20.89,llama.cpp,CUDA,RTX 5090,32,pp512,3148.02,65.99,2026-09-07
Qwopus3.8-27B-Flash,Dense (hybrid attn),27.32,Q6_K,20.89,llama.cpp,CUDA,RTX 5090,32,tg128,62.96,0.05,2026-09-07
Qwen3.8-Flash-Next,MoE (10B active; experts of 28 layers in RAM),125,UD-Q2_K_XL,73.45,llama.cpp,CUDA,RTX 5090,32,pp512,770.14,33.56,2026-09-08
Qwen3.8-Flash-Next,MoE (10B active; experts of 28 layers in RAM),125,UD-Q2_K_XL,73.45,llama.cpp,CUDA,RTX 5090,32,tg128,52.58,0.22,2026-09-08