File size: 12,890 Bytes
d634c5f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
91ea1c8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
dbacdef
 
 
 
 
 
 
 
 
 
 
75409b8
 
 
 
 
 
 
 
 
 
 
0d32c93
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8170814
 
 
 
 
 
 
 
 
91ea1c8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
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
Qwen3.6-27B,Dense,26.90,Q6_K,20.97,llama.cpp,CUDA,RTX 5090,32,pp128,2560.42,230.77,2026-05-29
Qwen3.6-27B,Dense,26.90,Q6_K,20.97,llama.cpp,CUDA,RTX 5090,32,pp512,3190.61,32.25,2026-05-29
Qwen3.6-27B,Dense,26.90,Q6_K,20.97,llama.cpp,CUDA,RTX 5090,32,pp2048,3152.9,10.03,2026-05-29
Qwen3.6-27B,Dense,26.90,Q6_K,20.97,llama.cpp,CUDA,RTX 5090,32,pp4096,3078.76,3.62,2026-05-29
Qwen3.6-27B,Dense,26.90,Q6_K,20.97,llama.cpp,CUDA,RTX 5090,32,pp8192,2955.62,2.05,2026-05-29
Qwen3.6-27B,Dense,26.90,Q6_K,20.97,llama.cpp,CUDA,RTX 5090,32,pp16384,2725.3,0.79,2026-05-29
Qwen3.6-27B,Dense,26.90,Q6_K,20.97,llama.cpp,CUDA,RTX 5090,32,tg128,61.8,0.07,2026-05-29
Qwen3.6-27B,Dense,26.90,Q6_K,20.97,llama.cpp,CUDA,RTX 5090,32,mmlu,87.92,,2026-05-29
Qwen3.6-27B,Dense,26.90,Q6_K,20.97,llama.cpp,CUDA,RTX 5090,32,arc_challenge,96.93,,2026-05-29
Qwen3.6-27B,Dense,26.90,Q6_K,20.97,llama.cpp,CUDA,RTX 5090,32,hellaswag,95.44,,2026-05-29
Qwen3.6-27B,Dense,26.90,Q6_K,20.97,llama.cpp,CUDA,RTX 5090,32,gsm8k,97.27,,2026-05-29
Qwen3.6-35B-A3B,MoE (3B active),34.66,UD-Q4_K_M,20.6,llama.cpp,CUDA,RTX 5090,32,pp128,3588.75,45.29,2026-05-29
Qwen3.6-35B-A3B,MoE (3B active),34.66,UD-Q4_K_M,20.6,llama.cpp,CUDA,RTX 5090,32,pp512,9208.09,51.75,2026-05-29
Qwen3.6-35B-A3B,MoE (3B active),34.66,UD-Q4_K_M,20.6,llama.cpp,CUDA,RTX 5090,32,pp2048,9014.19,41.42,2026-05-29
Qwen3.6-35B-A3B,MoE (3B active),34.66,UD-Q4_K_M,20.6,llama.cpp,CUDA,RTX 5090,32,pp4096,8729.84,65.53,2026-05-29
Qwen3.6-35B-A3B,MoE (3B active),34.66,UD-Q4_K_M,20.6,llama.cpp,CUDA,RTX 5090,32,pp8192,8362.15,25.66,2026-05-29
Qwen3.6-35B-A3B,MoE (3B active),34.66,UD-Q4_K_M,20.6,llama.cpp,CUDA,RTX 5090,32,pp16384,7622.86,23.6,2026-05-29
Qwen3.6-35B-A3B,MoE (3B active),34.66,UD-Q4_K_M,20.6,llama.cpp,CUDA,RTX 5090,32,tg128,270.9,1.47,2026-05-29
Qwen3.6-35B-A3B,MoE (3B active),34.66,UD-Q4_K_M,20.6,llama.cpp,CUDA,RTX 5090,32,mmlu,84.99,,2026-05-29
Qwen3.6-35B-A3B,MoE (3B active),34.66,UD-Q4_K_M,20.6,llama.cpp,CUDA,RTX 5090,32,arc_challenge,95.73,,2026-05-29
Qwen3.6-35B-A3B,MoE (3B active),34.66,UD-Q4_K_M,20.6,llama.cpp,CUDA,RTX 5090,32,hellaswag,93.35,,2026-05-29
Qwen3.6-35B-A3B,MoE (3B active),34.66,UD-Q4_K_M,20.6,llama.cpp,CUDA,RTX 5090,32,gsm8k,96.66,,2026-05-29
Qwen3-Coder-Next,Dense,79.67,UD-Q2_K_XL,24.92,llama.cpp,CUDA,RTX 5090,32,pp128,2377.56,29.85,2026-05-29
Qwen3-Coder-Next,Dense,79.67,UD-Q2_K_XL,24.92,llama.cpp,CUDA,RTX 5090,32,pp512,4433.02,39.13,2026-05-29
Qwen3-Coder-Next,Dense,79.67,UD-Q2_K_XL,24.92,llama.cpp,CUDA,RTX 5090,32,pp2048,4416.98,17.75,2026-05-29
Qwen3-Coder-Next,Dense,79.67,UD-Q2_K_XL,24.92,llama.cpp,CUDA,RTX 5090,32,pp4096,4372.29,6.73,2026-05-29
Qwen3-Coder-Next,Dense,79.67,UD-Q2_K_XL,24.92,llama.cpp,CUDA,RTX 5090,32,pp8192,4253.72,18.44,2026-05-29
Qwen3-Coder-Next,Dense,79.67,UD-Q2_K_XL,24.92,llama.cpp,CUDA,RTX 5090,32,pp16384,4022.08,7.21,2026-05-29
Qwen3-Coder-Next,Dense,79.67,UD-Q2_K_XL,24.92,llama.cpp,CUDA,RTX 5090,32,tg128,224.6,1.71,2026-05-29
Qwen3-Coder-Next,Dense,79.67,UD-Q2_K_XL,24.92,llama.cpp,CUDA,RTX 5090,32,mmlu,83.69,,2026-05-29
Qwen3-Coder-Next,Dense,79.67,UD-Q2_K_XL,24.92,llama.cpp,CUDA,RTX 5090,32,arc_challenge,95.99,,2026-05-29
Qwen3-Coder-Next,Dense,79.67,UD-Q2_K_XL,24.92,llama.cpp,CUDA,RTX 5090,32,hellaswag,89.32,,2026-05-29
Qwen3-Coder-Next,Dense,79.67,UD-Q2_K_XL,24.92,llama.cpp,CUDA,RTX 5090,32,gsm8k,95.98,,2026-05-29
gemma-4-31B-it,Dense,30.70,Q6_K,23.46,llama.cpp,CUDA,RTX 5090,32,pp128,2485.54,170.26,2026-05-29
gemma-4-31B-it,Dense,30.70,Q6_K,23.46,llama.cpp,CUDA,RTX 5090,32,pp512,2932.28,29.73,2026-05-29
gemma-4-31B-it,Dense,30.70,Q6_K,23.46,llama.cpp,CUDA,RTX 5090,32,pp2048,2750.74,2.4,2026-05-29
gemma-4-31B-it,Dense,30.70,Q6_K,23.46,llama.cpp,CUDA,RTX 5090,32,pp4096,2656.91,1.64,2026-05-29
gemma-4-31B-it,Dense,30.70,Q6_K,23.46,llama.cpp,CUDA,RTX 5090,32,pp8192,2520.26,2.56,2026-05-29
gemma-4-31B-it,Dense,30.70,Q6_K,23.46,llama.cpp,CUDA,RTX 5090,32,pp16384,2315.5,3.13,2026-05-29
gemma-4-31B-it,Dense,30.70,Q6_K,23.46,llama.cpp,CUDA,RTX 5090,32,tg128,52.84,0.03,2026-05-29
gemma-4-31B-it,Dense,30.70,Q6_K,23.46,llama.cpp,CUDA,RTX 5090,32,mmlu,87.82,,2026-05-29
gemma-4-31B-it,Dense,30.70,Q6_K,23.46,llama.cpp,CUDA,RTX 5090,32,arc_challenge,97.61,,2026-05-29
gemma-4-31B-it,Dense,30.70,Q6_K,23.46,llama.cpp,CUDA,RTX 5090,32,hellaswag,91.95,,2026-05-29
gemma-4-31B-it,Dense,30.70,Q6_K,23.46,llama.cpp,CUDA,RTX 5090,32,gsm8k,97.5,,2026-05-29
Nemotron-Cascade-2-30B-A3B,MoE (3B active),31.58,Q4_K_M,23.02,llama.cpp,CUDA,RTX 5090,32,pp128,4396.99,23.71,2026-05-29
Nemotron-Cascade-2-30B-A3B,MoE (3B active),31.58,Q4_K_M,23.02,llama.cpp,CUDA,RTX 5090,32,pp512,10646.68,83.38,2026-05-29
Nemotron-Cascade-2-30B-A3B,MoE (3B active),31.58,Q4_K_M,23.02,llama.cpp,CUDA,RTX 5090,32,pp2048,10338.38,32.81,2026-05-29
Nemotron-Cascade-2-30B-A3B,MoE (3B active),31.58,Q4_K_M,23.02,llama.cpp,CUDA,RTX 5090,32,pp4096,10029.01,24.97,2026-05-29
Nemotron-Cascade-2-30B-A3B,MoE (3B active),31.58,Q4_K_M,23.02,llama.cpp,CUDA,RTX 5090,32,pp8192,9508.0,20.63,2026-05-29
Nemotron-Cascade-2-30B-A3B,MoE (3B active),31.58,Q4_K_M,23.02,llama.cpp,CUDA,RTX 5090,32,pp16384,8580.44,9.8,2026-05-29
Nemotron-Cascade-2-30B-A3B,MoE (3B active),31.58,Q4_K_M,23.02,llama.cpp,CUDA,RTX 5090,32,tg128,350.84,1.4,2026-05-29
Nemotron-Cascade-2-30B-A3B,MoE (3B active),31.58,Q4_K_M,23.02,llama.cpp,CUDA,RTX 5090,32,mmlu,74.42,,2026-05-29
Nemotron-Cascade-2-30B-A3B,MoE (3B active),31.58,Q4_K_M,23.02,llama.cpp,CUDA,RTX 5090,32,arc_challenge,91.55,,2026-05-29
Nemotron-Cascade-2-30B-A3B,MoE (3B active),31.58,Q4_K_M,23.02,llama.cpp,CUDA,RTX 5090,32,hellaswag,75.68,,2026-05-29
Nemotron-Cascade-2-30B-A3B,MoE (3B active),31.58,Q4_K_M,23.02,llama.cpp,CUDA,RTX 5090,32,gsm8k,87.11,,2026-05-29
Qwen3.6-27B,Dense,26.90,Q6_K,20.97,llama.cpp,CUDA,RTX 5090,32,pp32768,2332.97,9.07,2026-05-29
Qwen3.6-27B,Dense,26.90,Q6_K,20.97,llama.cpp,CUDA,RTX 5090,32,pp65536,1772.23,0.55,2026-05-29
Qwen3.6-35B-A3B,MoE (3B active),34.66,UD-Q4_K_M,20.6,llama.cpp,CUDA,RTX 5090,32,pp32768,6322.09,8.92,2026-05-29
Qwen3.6-35B-A3B,MoE (3B active),34.66,UD-Q4_K_M,20.6,llama.cpp,CUDA,RTX 5090,32,pp65536,4685.37,3.87,2026-05-29
Qwen3.6-35B-A3B,MoE (3B active),34.66,UD-Q4_K_M,20.6,llama.cpp,CUDA,RTX 5090,32,pp131072,2866.64,0.48,2026-05-29
Qwen3-Coder-Next,Dense,79.67,UD-Q2_K_XL,24.92,llama.cpp,CUDA,RTX 5090,32,pp32768,3561.75,2.06,2026-05-29
Qwen3-Coder-Next,Dense,79.67,UD-Q2_K_XL,24.92,llama.cpp,CUDA,RTX 5090,32,pp65536,2909.47,2.55,2026-05-29
Nemotron-Cascade-2-30B-A3B,MoE (3B active),31.58,Q4_K_M,23.02,llama.cpp,CUDA,RTX 5090,32,pp32768,6968.23,12.54,2026-05-29
Nemotron-Cascade-2-30B-A3B,MoE (3B active),31.58,Q4_K_M,23.02,llama.cpp,CUDA,RTX 5090,32,pp65536,4966.96,7.0,2026-05-29
gpt-oss-120B,MoE (5.1B active),116.83,MXFP4,59.02,llama.cpp,CUDA,RTX 5090,32,pp128,124.5,33.1,2026-06-03
gpt-oss-120B,MoE (5.1B active),116.83,MXFP4,59.02,llama.cpp,CUDA,RTX 5090,32,pp512,473.0,86.7,2026-06-03
gpt-oss-120B,MoE (5.1B active),116.83,MXFP4,59.02,llama.cpp,CUDA,RTX 5090,32,pp2048,588.2,15.0,2026-06-03
gpt-oss-120B,MoE (5.1B active),116.83,MXFP4,59.02,llama.cpp,CUDA,RTX 5090,32,tg128,46.68,0.16,2026-06-03
gpt-oss-120B,MoE (5.1B active),116.83,MXFP4,59.02,llama.cpp,CUDA,RTX 5090,32,mmlu,89.47,,2026-06-03
gpt-oss-120B,MoE (5.1B active),116.83,MXFP4,59.02,llama.cpp,CUDA,RTX 5090,32,arc_challenge,95.0,,2026-06-03
gpt-oss-120B,MoE (5.1B active),116.83,MXFP4,59.02,llama.cpp,CUDA,RTX 5090,32,hellaswag,80.0,,2026-06-03
gpt-oss-120B,MoE (5.1B active),116.83,MXFP4,59.02,llama.cpp,CUDA,RTX 5090,32,gsm8k,97.0,,2026-06-03
gpt-oss-120B,MoE (5.1B active),116.83,MXFP4,59.02,llama.cpp,CUDA,RTX 5090,32,humaneval,98.0,,2026-06-03
Qwen3.6-28B-REAP-A3B,MoE (3B active pruned),28.24,Q6_K,21.63,llama.cpp,CUDA,RTX 5090,32,pp512,8226.91,26.7,2026-06-03
Qwen3.6-28B-REAP-A3B,MoE (3B active pruned),28.24,Q6_K,21.63,llama.cpp,CUDA,RTX 5090,32,tg128,246.62,1.7,2026-06-03
Qwen3.6-28B-REAP-A3B,MoE (3B active pruned),28.24,Q6_K,21.63,llama.cpp,CUDA,RTX 5090,32,mmlu,87.72,,2026-06-03
Qwen3.6-28B-REAP-A3B,MoE (3B active pruned),28.24,Q6_K,21.63,llama.cpp,CUDA,RTX 5090,32,arc_challenge,95.0,,2026-06-03
Qwen3.6-28B-REAP-A3B,MoE (3B active pruned),28.24,Q6_K,21.63,llama.cpp,CUDA,RTX 5090,32,hellaswag,82.0,,2026-06-03
Qwen3.6-28B-REAP-A3B,MoE (3B active pruned),28.24,Q6_K,21.63,llama.cpp,CUDA,RTX 5090,32,gsm8k,90.0,,2026-06-03
Qwen3.6-28B-REAP-A3B,MoE (3B active pruned),28.24,Q6_K,21.63,llama.cpp,CUDA,RTX 5090,32,humaneval,94.0,,2026-06-03