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Upload benchmarks.csv with huggingface_hub

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  1. benchmarks.csv +301 -252
benchmarks.csv CHANGED
@@ -1,252 +1,301 @@
1
- model,architecture,params_b,quant,size_gib,engine,backend,gpu,vram_gb,test,tokens_per_sec,stddev,date
2
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3
- 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
4
- 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
5
- 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
6
- 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
7
- 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
8
- 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
9
- 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
10
- 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
11
- 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
12
- 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
13
- 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
14
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15
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16
- 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
17
- 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
18
- 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
19
- 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
20
- 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
21
- 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
22
- 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
23
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24
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36
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37
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38
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39
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40
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41
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42
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43
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184
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191
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192
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193
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194
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195
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196
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197
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198
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199
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200
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201
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203
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204
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205
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206
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207
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208
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209
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210
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211
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212
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213
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214
- 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
215
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216
- 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
217
- 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
218
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219
- 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
220
- 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
221
- 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
222
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223
- 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
224
- 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
225
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226
- 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
227
- 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
228
- 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
229
- 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
230
- 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
231
- 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
232
- 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
233
- 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
234
- 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
235
- 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
236
- 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
237
- 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
238
- 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
239
- 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
240
- 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
241
- 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
242
- 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
243
- 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
244
- 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
245
- 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
246
- 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
247
- 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
248
- 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
249
- 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
250
- 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
251
- 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
252
- 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
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ model,architecture,params_b,quant,size_gib,engine,backend,gpu,vram_gb,test,tokens_per_sec,stddev,date
2
+ 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
3
+ 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
4
+ 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
5
+ 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
6
+ 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
7
+ 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
8
+ 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
9
+ 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
10
+ 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
11
+ 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
12
+ 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
13
+ 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
14
+ 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
15
+ 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
16
+ 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
17
+ 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
18
+ 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
19
+ 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
20
+ 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
21
+ 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
22
+ 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
23
+ 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
24
+ 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
25
+ 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
26
+ 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
27
+ 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
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
29
+ 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
30
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31
+ 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
32
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33
+ 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
34
+ 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
35
+ 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
36
+ 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
37
+ 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
38
+ 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
39
+ 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
40
+ 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
41
+ 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
42
+ 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
43
+ 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
44
+ Gemma 4 12B,Dense,11.91,Q6_K,9.1,llama.cpp,CUDA,RTX 5090,32,pp128,5099.28,452.85,2026-06-04
45
+ Gemma 4 12B,Dense,11.91,Q6_K,9.1,llama.cpp,CUDA,RTX 5090,32,pp512,7160.37,149.07,2026-06-04
46
+ Gemma 4 12B,Dense,11.91,Q6_K,9.1,llama.cpp,CUDA,RTX 5090,32,pp2048,6788.28,10.42,2026-06-04
47
+ Gemma 4 12B,Dense,11.91,Q6_K,9.1,llama.cpp,CUDA,RTX 5090,32,pp4096,6605.39,1.81,2026-06-04
48
+ Gemma 4 12B,Dense,11.91,Q6_K,9.1,llama.cpp,CUDA,RTX 5090,32,pp8192,6359.06,5.49,2026-06-04
49
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50
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51
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52
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53
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54
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55
+ Gemma 4 31B,,,Q6_K,23.47,llama.cpp,CUDA,RTX 5090,32,pp8192,2953.27,3.93,2026-08-11
56
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57
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58
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59
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60
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61
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62
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63
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64
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65
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66
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70
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71
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98
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112
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113
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114
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115
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116
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195
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199
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203
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204
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205
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206
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207
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208
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209
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210
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211
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212
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213
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214
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215
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216
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217
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218
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219
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220
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221
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222
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223
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224
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225
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226
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227
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228
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229
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230
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231
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232
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233
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234
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235
+ 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
236
+ 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
237
+ 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
238
+ 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
239
+ 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
240
+ 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
241
+ 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
242
+ 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
243
+ 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
244
+ 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
245
+ 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
246
+ 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
247
+ 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
248
+ 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
249
+ 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
250
+ 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
251
+ 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
252
+ 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
253
+ 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
254
+ 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
255
+ 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
256
+ 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
257
+ 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
258
+ 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
259
+ 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
260
+ 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
261
+ 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
262
+ 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
263
+ 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
264
+ 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
265
+ 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
266
+ 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
267
+ 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
268
+ 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
269
+ 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
270
+ 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
271
+ 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
272
+ 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
273
+ 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
274
+ 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
275
+ 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
276
+ 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
277
+ 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
278
+ 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
279
+ 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
280
+ 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
281
+ 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
282
+ 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
283
+ 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
284
+ 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
285
+ 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
286
+ 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
287
+ 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
288
+ 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
289
+ 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
290
+ 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
291
+ 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
292
+ 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
293
+ 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
294
+ 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
295
+ 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
296
+ 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
297
+ 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
298
+ 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
299
+ 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
300
+ 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
301
+ 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