data/ollama_ALL.csv

gpu,model,concurrency,n_ok,output_tok_s_agg_median,output_tok_s_agg_q3,tok_s_per_stream_median,ttft_ms_median,vram_mib_median
AMD RX 7900 XT,qwen2.5:7b,32,10,308.435,310.23,10.59,121.109,
AMD RX 7900 XT,qwen2.5-coder:7b,32,10,309.493,310.117,9.993,140.125,
NVIDIA GB10 (DGX Spark),qwen2.5:7b-instruct-q4_K_M,1,10,25.544,25.99,26.431,27.599,
NVIDIA GB10 (DGX Spark),qwen2.5:7b-instruct-q4_K_M,4,10,64.102,67.968,16.528,57.765,
NVIDIA GB10 (DGX Spark),qwen2.5:7b-instruct-q4_K_M,8,10,99.998,103.504,13.682,75.769,
NVIDIA GB10 (DGX Spark),qwen2.5:7b-instruct-q4_K_M,16,10,170.952,180.16,12.367,230.774,
NVIDIA GB10 (DGX Spark),qwen2.5:14b-instruct-q4_K_M,1,10,22.135,22.15,22.693,46.218,
NVIDIA GB10 (DGX Spark),qwen2.5:14b-instruct-q4_K_M,4,10,66.817,79.138,20.666,50.029,
NVIDIA GB10 (DGX Spark),qwen2.5:14b-instruct-q4_K_M,8,10,112.732,115.995,15.871,61.564,
NVIDIA GB10 (DGX Spark),qwen2.5:14b-instruct-q4_K_M,16,10,186.282,187.714,13.884,67.845,
NVIDIA GB10 (DGX Spark),qwen2.5:14b-instruct-q4_K_M,32,10,198.218,201.482,8.274,80.328,
NVIDIA GB10 (DGX Spark),qwen2.5:14b-instruct-q4_K_M,64,10,254.118,255.496,5.424,109.453,
NVIDIA GB10 (DGX Spark),qwen2.5:32b-instruct-q5_K_M,1,10,8.317,8.322,8.427,122.99,
NVIDIA GB10 (DGX Spark),qwen2.5:32b-instruct-q5_K_M,4,10,31.52,31.561,8.181,125.34,
NVIDIA GB10 (DGX Spark),qwen2.5:32b-instruct-q5_K_M,8,10,46.87,46.91,6.746,141.332,
NVIDIA GB10 (DGX Spark),qwen2.5:32b-instruct-q5_K_M,16,10,73.716,73.815,5.776,154.009,
NVIDIA GB10 (DGX Spark),qwen2.5:32b-instruct-q5_K_M,32,10,103.502,107.523,4.432,174.689,
NVIDIA GB10 (DGX Spark),qwen2.5:32b-instruct-q5_K_M,64,10,149.825,153.345,3.33,211.638,
NVIDIA GB10 (DGX Spark),qwen2.5-coder:7b-instruct-q4_K_M,1,10,26.16,27.161,26.87,28.277,
NVIDIA GB10 (DGX Spark),qwen2.5-coder:7b-instruct-q4_K_M,4,10,62.115,63.701,15.914,43.883,
NVIDIA GB10 (DGX Spark),qwen2.5-coder:7b-instruct-q4_K_M,8,10,97.621,102.453,13.222,182.132,
NVIDIA GB10 (DGX Spark),qwen2.5-coder:7b-instruct-q4_K_M,16,10,169.032,171.789,11.79,543.019,
NVIDIA GB10 (DGX Spark),qwen2.5-coder:32b-instruct-q5_K_M,1,10,8.321,8.325,8.428,122.934,
NVIDIA GB10 (DGX Spark),qwen2.5-coder:32b-instruct-q5_K_M,4,10,32.183,32.201,8.183,125.203,
NVIDIA GB10 (DGX Spark),qwen2.5-coder:32b-instruct-q5_K_M,8,10,52.388,52.427,6.923,141.488,
NVIDIA GB10 (DGX Spark),qwen2.5-coder:32b-instruct-q5_K_M,16,10,70.779,71.198,5.279,154.403,
NVIDIA GB10 (DGX Spark),qwen2.5-coder:32b-instruct-q5_K_M,32,10,93.003,98.351,3.714,171.936,
NVIDIA GB10 (DGX Spark),qwen2.5-coder:32b-instruct-q5_K_M,64,10,126.395,128.227,2.739,208.239,
NVIDIA GTX 1080 Ti,qwen2.5-coder:7b,1,10,33.139,33.37,33.535,25.0,7000.0
NVIDIA GTX 1080 Ti,qwen2.5-coder:7b,4,10,51.934,52.319,13.287,109.5,7004.0
NVIDIA GTX 1080 Ti,qwen2.5-coder:7b,8,10,58.105,58.848,7.45,165.562,7004.0
NVIDIA GTX 1080 Ti,qwen2.5-coder:7b,16,10,90.619,91.287,5.796,213.0,7006.0
NVIDIA GTX 1080 Ti,qwen2.5-coder:7b,32,10,105.61,106.354,3.387,458.359,7008.0
NVIDIA GTX 1080 Ti,qwen2.5-coder:14b,1,10,3.702,3.722,3.724,251.0,9096.0
NVIDIA GTX 1080 Ti,qwen2.5-coder:14b,4,1,0.955,0.955,1.001,1894.0,9100.0
NVIDIA GTX 1080 Ti,qwen2.5:7b,1,10,35.414,35.44,35.833,15.0,7000.0
NVIDIA GTX 1080 Ti,qwen2.5:7b,4,10,56.586,57.085,14.618,108.875,7004.0
NVIDIA GTX 1080 Ti,qwen2.5:7b,8,10,64.503,65.075,8.424,152.75,7004.0
NVIDIA GTX 1080 Ti,qwen2.5:7b,16,10,94.531,95.513,6.665,189.5,7004.0
NVIDIA GTX 1080 Ti,qwen2.5:7b,32,10,113.605,114.405,4.016,306.234,7006.0
NVIDIA GTX 1080 Ti,qwen2.5:14b,1,10,5.961,5.967,5.993,164.0,9096.0
NVIDIA GTX 1080 Ti,qwen2.5:14b,4,10,6.186,6.212,1.627,874.625,9100.0
NVIDIA RTX 2080 Ti,qwen2.5-coder:14b,1,10,3.764,4.267,3.787,245.0,9011.0
NVIDIA RTX 2080 Ti,qwen2.5-coder:14b,4,10,5.17,5.207,1.377,1402.25,9017.0
NVIDIA RTX 2080 Ti,qwen2.5-coder:7b,1,10,53.836,54.044,54.414,14.0,8259.0
NVIDIA RTX 2080 Ti,qwen2.5-coder:7b,4,10,108.368,108.97,28.606,55.25,8265.0
NVIDIA RTX 2080 Ti,qwen2.5-coder:7b,8,10,124.045,124.173,15.71,90.188,8267.0
NVIDIA RTX 2080 Ti,qwen2.5-coder:7b,16,10,204.793,205.525,13.286,114.156,8293.0
NVIDIA RTX 2080 Ti,qwen2.5-coder:7b,32,10,228.827,230.06,7.464,185.172,8321.0
NVIDIA RTX 2080 Ti,qwen2.5:7b,1,10,55.478,55.543,56.333,14.0,8259.0
NVIDIA RTX 2080 Ti,qwen2.5:7b,4,10,110.109,111.533,29.313,51.5,8263.0
NVIDIA RTX 2080 Ti,qwen2.5:7b,8,10,125.012,125.878,16.562,93.562,8267.0
NVIDIA RTX 2080 Ti,qwen2.5:7b,16,10,206.138,207.21,14.237,103.656,8293.0
NVIDIA RTX 2080 Ti,qwen2.5:7b,32,10,236.879,239.679,8.188,179.609,8323.0
NVIDIA RTX 2080 Ti,qwen2.5:14b,1,10,5.019,5.03,5.048,195.0,9011.0
NVIDIA RTX 2080 Ti,qwen2.5:14b,4,10,6.063,6.09,1.627,574.375,9017.0
NVIDIA RTX 2080 Ti,llama-guard3:8b,1,10,6.888,6.919,15.385,129.0,9011.0
NVIDIA RTX 2080 Ti,llama-guard3:8b,4,10,7.217,8.291,6.628,528.875,9011.0
NVIDIA RTX 2080 Ti,llama-guard3:8b,8,10,8.046,8.662,4.024,1006.25,9011.0
NVIDIA RTX 2080 Ti,llama-guard3:8b,16,10,8.443,8.77,2.102,1939.188,9015.0
NVIDIA RTX 2080 Ti,llama-guard3:8b,32,9,7.749,7.823,0.756,4079.688,9017.0
NVIDIA RTX 4090,qwen2.5:7b,1,10,119.099,119.666,121.382,8.0,11962.0
NVIDIA RTX 4090,qwen2.5:7b,4,10,313.394,325.366,87.209,22.375,11968.0
NVIDIA RTX 4090,qwen2.5:7b,8,10,415.568,416.996,55.573,31.188,11971.0
NVIDIA RTX 4090,qwen2.5:7b,16,10,581.465,582.899,40.682,40.875,11996.0
NVIDIA RTX 4090,qwen2.5:7b,32,10,730.719,734.99,25.229,57.812,12028.0
NVIDIA RTX 4090,qwen2.5:14b,1,10,14.562,14.644,14.67,75.0,22076.0
NVIDIA RTX 4090,qwen2.5:14b,4,10,28.899,29.31,7.797,223.875,22082.0
NVIDIA RTX 4090,qwen2.5:14b,8,10,29.789,29.847,3.989,358.875,22088.0
NVIDIA RTX 4090,qwen2.5:14b,16,10,25.985,26.009,1.761,618.562,22122.0
NVIDIA RTX 4090,qwen2.5:14b,32,10,39.6,39.717,1.497,795.75,22162.0
NVIDIA RTX 4090,qwen2.5-coder:7b,1,10,78.196,78.26,79.614,15.0,11962.0
NVIDIA RTX 4090,qwen2.5-coder:7b,4,10,163.898,166.562,42.719,37.875,11972.0
NVIDIA RTX 4090,qwen2.5-coder:7b,8,10,192.324,192.678,25.439,57.688,11972.0
NVIDIA RTX 4090,qwen2.5-coder:7b,16,10,236.202,236.509,15.227,87.75,11994.0
NVIDIA RTX 4090,qwen2.5-coder:7b,32,10,250.706,251.058,8.135,152.312,12012.0
NVIDIA L40S (x86),qwen2.5:7b,1,10,109.921,110.023,111.541,3.0,12005.0
NVIDIA L40S (x86),qwen2.5:7b,4,10,303.559,307.874,80.441,23.75,12015.0
NVIDIA L40S (x86),qwen2.5:7b,8,10,398.001,402.425,53.686,33.375,12015.0
NVIDIA L40S (x86),qwen2.5:7b,16,10,568.388,570.204,39.695,43.031,12037.0
NVIDIA L40S (x86),qwen2.5:7b,32,10,733.608,736.816,25.264,62.188,12069.0
NVIDIA L40S (x86),qwen2.5:14b,1,10,58.899,59.104,59.341,9.0,26241.0
NVIDIA L40S (x86),qwen2.5:14b,4,10,175.184,180.598,47.246,38.625,26249.0
NVIDIA L40S (x86),qwen2.5:14b,8,10,242.001,245.092,32.691,59.125,26253.0
NVIDIA L40S (x86),qwen2.5:14b,16,10,382.148,385.597,26.255,72.875,26289.0
NVIDIA L40S (x86),qwen2.5:14b,32,10,501.636,508.951,17.668,102.781,26329.0
NVIDIA L40S (x86),qwen2.5:32b,1,10,30.075,30.128,30.2,8.0,40703.0
NVIDIA L40S (x86),qwen2.5:32b,4,10,94.764,94.866,25.469,38.375,40713.0
NVIDIA L40S (x86),qwen2.5:32b,8,10,130.332,131.021,17.3,101.75,40717.0
NVIDIA L40S (x86),qwen2.5:32b,16,10,238.924,240.456,16.439,122.344,40747.0
NVIDIA L40S (x86),qwen2.5:32b,32,10,354.624,363.262,12.379,175.047,40787.0
NVIDIA L40S (x86),qwen2.5-coder:7b,1,10,109.859,109.931,110.919,4.0,12005.0
NVIDIA L40S (x86),qwen2.5-coder:7b,4,10,304.648,309.908,79.634,26.0,12014.0
NVIDIA L40S (x86),qwen2.5-coder:7b,8,10,409.524,414.01,52.739,35.688,12015.0
NVIDIA L40S (x86),qwen2.5-coder:7b,16,10,595.468,596.386,38.935,43.906,12041.0
NVIDIA L40S (x86),qwen2.5-coder:7b,32,10,747.646,748.43,24.403,65.719,12069.0
NVIDIA L40S (x86),qwen2.5-coder:14b,1,10,58.952,59.195,59.398,8.0,26241.0
NVIDIA L40S (x86),qwen2.5-coder:14b,4,10,180.793,181.557,47.116,27.125,26251.0
NVIDIA L40S (x86),qwen2.5-coder:14b,8,10,251.599,253.45,32.772,52.125,26253.0
NVIDIA L40S (x86),qwen2.5-coder:14b,16,10,387.226,390.052,26.45,73.062,26289.0
NVIDIA L40S (x86),qwen2.5-coder:14b,32,10,521.971,524.07,17.558,99.375,26329.0
AMD RX 7900 XT,qwen2.5:32b,1,10,5.199,5.2,5.226,194.0,
AMD RX 7900 XT,qwen2.5:32b,4,10,13.614,13.735,3.574,439.125,
AMD RX 7900 XT,qwen2.5:32b,8,10,16.101,16.159,2.09,795.438,
AMD RX 7900 XT,qwen2.5-coder:7b,1,10,20.955,20.976,21.078,50.0,
AMD RX 7900 XT,qwen2.5-coder:7b,4,10,53.297,53.402,13.477,130.25,
AMD RX 7900 XT,qwen2.5-coder:7b,8,10,62.405,62.449,8.117,203.5,
AMD RX 7900 XT,qwen2.5-coder:7b,16,10,64.409,64.419,4.071,322.656,
AMD RX 7900 XT,qwen2.5-coder:14b,1,10,11.134,11.157,11.192,91.0,
AMD RX 7900 XT,qwen2.5-coder:14b,4,10,27.942,28.17,7.302,253.75,
AMD RX 7900 XT,qwen2.5-coder:14b,8,10,32.25,32.412,4.389,385.875,
AMD RX 7900 XT,qwen2.5-coder:14b,16,10,32.614,32.621,2.216,621.156,
AMD RX 7900 XT,qwen2.5-coder:32b,1,10,5.224,5.229,5.249,193.0,
AMD RX 7900 XT,qwen2.5-coder:32b,4,10,13.535,13.649,3.659,434.0,
AMD RX 7900 XT,qwen2.5-coder:32b,8,10,15.937,16.168,2.132,785.75,
AMD RX 7900 XT,qwen2.5-coder:32b,16,5,0.877,0.899,0.949,5791.0,
AMD RX 7900 XT,llama-guard3:8b,1,10,16.279,16.328,39.216,52.0,
AMD RX 7900 XT,llama-guard3:8b,4,10,29.211,29.566,30.587,125.5,
AMD RX 7900 XT,llama-guard3:8b,8,10,41.15,42.235,20.824,184.312,
AMD RX 7900 XT,llama-guard3:8b,16,10,46.444,47.124,11.351,359.531,
AMD RX 7900 XT,qwen2.5:7b,1,10,20.98,21.011,21.148,50.0,
AMD RX 7900 XT,qwen2.5:7b,4,10,51.718,51.764,13.949,127.25,
AMD RX 7900 XT,qwen2.5:7b,8,10,61.498,62.727,8.423,201.312,
AMD RX 7900 XT,qwen2.5:7b,16,10,64.554,64.741,4.362,318.156,
AMD RX 7900 XT,qwen2.5:14b,1,10,11.162,11.19,11.232,91.0,
AMD RX 7900 XT,qwen2.5:14b,4,10,27.69,27.924,7.362,215.75,
AMD RX 7900 XT,qwen2.5:14b,8,10,32.01,32.277,4.344,385.688,
AMD RX 7900 XT,qwen2.5:14b,16,10,32.551,32.68,2.184,639.906,
Tesla P100,qwen2.5-coder:14b,16,10,32.416,32.434,2.064,551.469,14290.0
Tesla P100,qwen2.5-coder:14b,32,10,56.975,57.034,1.838,666.359,14292.0
Tesla P100,qwen2.5-coder:7b,1,10,38.153,38.178,38.381,10.0,12158.0
Tesla P100,qwen2.5-coder:7b,4,10,71.541,71.633,18.909,48.25,12158.0
Tesla P100,qwen2.5-coder:7b,8,10,82.282,82.622,10.548,135.375,12160.0
Tesla P100,qwen2.5-coder:7b,16,10,59.654,59.674,3.773,302.656,13980.0
Tesla P100,qwen2.5-coder:7b,32,10,98.756,98.862,3.125,371.406,13982.0
Tesla P100,qwen2.5-coder:14b,1,10,20.203,20.23,20.28,11.5,11804.0
Tesla P100,qwen2.5-coder:14b,4,10,39.259,39.36,9.975,151.875,11806.0
Tesla P100,qwen2.5-coder:14b,8,10,43.729,43.77,5.594,262.5,11806.0
Tesla P100,qwen2.5-coder:32b,1,10,5.002,5.034,5.046,227.5,14498.0
Tesla P100,qwen2.5-coder:32b,4,10,12.228,12.346,3.331,380.75,14498.0
Tesla P100,qwen2.5-coder:32b,8,10,15.443,15.636,2.056,791.562,14498.0
Tesla P100,llama-guard3:8b,1,10,23.191,23.499,40.0,9.0,8738.0
Tesla P100,llama-guard3:8b,4,10,41.702,42.086,35.907,74.375,8740.0
Tesla P100,llama-guard3:8b,8,10,57.034,58.302,24.872,118.312,8740.0
Tesla P100,llama-guard3:8b,16,10,44.181,44.792,11.418,307.469,10184.0
Tesla P100,llama-guard3:8b,32,10,50.547,66.581,8.207,602.984,10184.0
Tesla P100,qwen2.5:7b,1,10,38.332,38.374,38.651,9.0,12158.0
Tesla P100,qwen2.5:7b,4,10,72.59,73.381,18.765,74.125,12158.0
Tesla P100,qwen2.5:7b,8,10,83.032,83.201,10.779,131.938,12160.0
Tesla P100,qwen2.5:7b,16,10,60.686,60.727,3.834,293.812,13980.0
Tesla P100,qwen2.5:7b,32,10,100.961,101.044,3.19,361.953,13982.0
Tesla P100,qwen2.5:14b,1,10,20.192,20.199,20.274,11.0,11786.0
Tesla P100,qwen2.5:14b,4,10,38.717,38.746,9.971,82.625,11788.0
Tesla P100,qwen2.5:14b,8,10,42.974,43.093,5.724,254.625,11788.0
Tesla P100,qwen2.5:14b,16,10,32.93,32.969,2.077,543.5,14290.0
Tesla P100,qwen2.5:14b,32,10,58.424,58.449,1.842,655.344,14292.0
Tesla P100,qwen2.5:32b,1,10,5.724,5.756,5.76,190.5,14496.0
Tesla P100,qwen2.5:32b,4,10,12.841,12.919,3.428,293.875,14498.0
Tesla P100,qwen2.5:32b,8,10,15.353,15.542,2.032,719.625,14498.0