gpu,model,batch_size,concurrency,dim,n_ok,embeddings_per_s_median,embeddings_per_s_q3,latency_ms_median,latency_ms_p95,vram_mib_median AMD RX 7900 XT,bge-m3,1,1,1024,10,7.833,7.865,,, AMD RX 7900 XT,bge-m3,1,8,1024,10,10.563,10.585,,, AMD RX 7900 XT,bge-m3,1,32,1024,10,11.04,11.086,,, AMD RX 7900 XT,bge-m3,1,64,1024,10,11.019,11.105,,, NVIDIA GB10 (DGX Spark),bge-m3:latest,1,1,1024,10,7.609,7.902,,, NVIDIA GB10 (DGX Spark),bge-m3:latest,1,4,1024,10,22.859,23.707,,, NVIDIA GB10 (DGX Spark),bge-m3:latest,1,8,1024,10,38.948,39.931,,, NVIDIA GB10 (DGX Spark),bge-m3:latest,1,16,1024,10,57.097,58.394,,, NVIDIA GB10 (DGX Spark),bge-m3:latest,1,32,1024,10,58.706,59.458,,, NVIDIA GB10 (DGX Spark),bge-m3:latest,1,64,1024,10,57.674,57.98,,, NVIDIA GTX 1080 Ti,bge-m3,1,1,1024,10,10.035,10.058,,, NVIDIA GTX 1080 Ti,bge-m3,1,8,1024,10,24.856,25.043,,, NVIDIA GTX 1080 Ti,bge-m3,1,32,1024,10,26.539,26.858,,, NVIDIA GTX 1080 Ti,bge-m3,1,64,1024,10,26.861,27.199,,, NVIDIA RTX 2080 Ti,bge-m3,1,1,1024,10,15.975,16.03,,, NVIDIA RTX 2080 Ti,bge-m3,1,8,1024,10,47.246,47.921,,, NVIDIA RTX 2080 Ti,bge-m3,1,32,1024,10,57.9,58.702,,, NVIDIA RTX 2080 Ti,bge-m3,1,64,1024,10,59.838,60.677,,, NVIDIA RTX 4070,BAAI/bge-m3,1,1,1024,10,112.348,112.618,8.767,9.019,1373.0 NVIDIA RTX 4070,BAAI/bge-m3,1,8,1024,10,203.931,205.979,33.883,36.39,1417.0 NVIDIA RTX 4070,BAAI/bge-m3,1,32,1024,10,253.295,256.69,92.16,94.21,1731.0 NVIDIA RTX 4070,BAAI/bge-m3,1,64,1024,10,271.84,272.821,160.761,171.591,1907.0 NVIDIA RTX 4070,BAAI/bge-m3,1,128,1024,10,280.106,280.661,272.508,274.978,1907.0 NVIDIA RTX 4070,BAAI/bge-m3,32,1,1024,10,239.515,240.499,133.091,134.651,1907.0 NVIDIA RTX 4070,BAAI/bge-m3,32,8,1024,10,286.258,286.317,582.458,585.063,1907.0 NVIDIA RTX 4070,BAAI/bge-m3,32,32,1024,10,290.513,291.183,1880.963,1883.668,1907.0 NVIDIA RTX 4070,BAAI/bge-m3,32,64,1024,10,290.052,290.427,3650.789,3654.095,1907.0 NVIDIA RTX 4070,BAAI/bge-m3,32,128,1024,10,289.87,290.121,7197.329,7212.271,1907.0 NVIDIA RTX 4090,BAAI/bge-m3,1,1,1024,10,65.651,66.643,14.819,15.238,1646.0 NVIDIA RTX 4090,BAAI/bge-m3,1,8,1024,10,238.422,241.265,29.275,30.192,1690.0 NVIDIA RTX 4090,BAAI/bge-m3,1,32,1024,10,443.68,452.904,52.918,61.422,1926.0 NVIDIA RTX 4090,BAAI/bge-m3,1,64,1024,10,545.535,552.304,78.373,80.524,2290.0 NVIDIA RTX 4090,BAAI/bge-m3,1,128,1024,10,639.036,647.585,119.89,125.131,2290.0 NVIDIA RTX 4090,BAAI/bge-m3,32,1,1024,10,418.142,419.077,75.903,77.135,2290.0 NVIDIA RTX 4090,BAAI/bge-m3,32,8,1024,10,669.336,670.143,249.031,258.799,2290.0 NVIDIA RTX 4090,BAAI/bge-m3,32,32,1024,10,715.047,715.824,799.126,834.831,2290.0 NVIDIA RTX 4090,BAAI/bge-m3,32,64,1024,10,721.084,721.981,1586.185,1632.615,2290.0 NVIDIA RTX 4090,BAAI/bge-m3,32,128,1024,10,727.04,727.416,3034.901,3190.682,2290.0 NVIDIA L40S (x86),BAAI/bge-m3,1,1,1024,10,56.388,57.158,17.502,18.208,1689.0 NVIDIA L40S (x86),BAAI/bge-m3,1,8,1024,10,223.566,228.311,31.975,32.448,1733.0 NVIDIA L40S (x86),BAAI/bge-m3,1,32,1024,10,381.716,402.224,73.419,74.661,1957.0 NVIDIA L40S (x86),BAAI/bge-m3,1,64,1024,10,513.337,515.549,90.784,92.459,1957.0 NVIDIA L40S (x86),BAAI/bge-m3,1,128,1024,10,607.587,616.716,127.861,129.529,1957.0 NVIDIA L40S (x86),BAAI/bge-m3,32,1,1024,10,434.137,453.293,73.165,73.98,1957.0 NVIDIA L40S (x86),BAAI/bge-m3,32,8,1024,10,609.574,628.562,304.055,313.03,1957.0 NVIDIA L40S (x86),BAAI/bge-m3,32,32,1024,10,679.518,685.243,930.717,954.59,1957.0 NVIDIA L40S (x86),BAAI/bge-m3,32,64,1024,10,674.864,678.005,1788.93,1837.011,1957.0 NVIDIA L40S (x86),BAAI/bge-m3,32,128,1024,10,675.579,676.637,3497.731,3524.902,1957.0 NVIDIA L40S (Grace ARM),BAAI/bge-m3,1,1,1024,10,65.292,66.291,15.103,15.979,1691.0 NVIDIA L40S (Grace ARM),BAAI/bge-m3,1,8,1024,10,223.61,228.185,31.58,34.163,1735.0 NVIDIA L40S (Grace ARM),BAAI/bge-m3,1,32,1024,10,430.382,451.563,63.277,71.733,2145.0 NVIDIA L40S (Grace ARM),BAAI/bge-m3,1,64,1024,10,542.777,545.5,84.996,85.209,2273.0 NVIDIA L40S (Grace ARM),BAAI/bge-m3,1,128,1024,10,634.872,637.266,122.148,140.719,2273.0 NVIDIA L40S (Grace ARM),BAAI/bge-m3,32,1,1024,10,413.418,415.959,76.872,82.938,2273.0 NVIDIA L40S (Grace ARM),BAAI/bge-m3,32,8,1024,10,666.075,667.98,257.1,260.257,2273.0 NVIDIA L40S (Grace ARM),BAAI/bge-m3,32,32,1024,10,717.343,719.694,812.769,819.362,2273.0 NVIDIA L40S (Grace ARM),BAAI/bge-m3,32,64,1024,10,716.227,718.445,1590.68,1599.848,2273.0 NVIDIA L40S (Grace ARM),BAAI/bge-m3,32,128,1024,10,717.219,719.674,3150.4,3176.034,2273.0 NVIDIA L40S (Grace ARM),BAAI/bge-m3,1,1,1024,10,69.478,71.01,14.182,15.125,1691.0 NVIDIA L40S (Grace ARM),BAAI/bge-m3,1,8,1024,10,242.381,243.58,29.158,29.814,1735.0 NVIDIA L40S (Grace ARM),BAAI/bge-m3,1,32,1024,10,447.955,452.786,60.744,69.03,2019.0 NVIDIA L40S (Grace ARM),BAAI/bge-m3,1,64,1024,10,548.546,553.818,83.373,84.402,2019.0 NVIDIA L40S (Grace ARM),BAAI/bge-m3,1,128,1024,10,635.205,640.346,121.437,122.499,2019.0 NVIDIA L40S (Grace ARM),BAAI/bge-m3,32,1,1024,10,398.432,399.363,79.83,80.133,2019.0 NVIDIA L40S (Grace ARM),BAAI/bge-m3,32,8,1024,10,664.32,665.883,261.801,263.053,2019.0 NVIDIA L40S (Grace ARM),BAAI/bge-m3,32,32,1024,10,720.632,721.732,811.985,817.476,2019.0 NVIDIA L40S (Grace ARM),BAAI/bge-m3,32,64,1024,10,720.404,721.956,1582.519,1585.815,2019.0 NVIDIA L40S (Grace ARM),BAAI/bge-m3,32,128,1024,10,726.05,729.396,3121.907,3167.12,2019.0 NVIDIA RTX PRO 6000 Blackwell,BAAI/bge-m3,1,1,1024,10,123.989,129.931,7.87,8.621,2386.0 NVIDIA RTX PRO 6000 Blackwell,BAAI/bge-m3,1,8,1024,10,381.199,439.528,18.554,23.38,2416.0 NVIDIA RTX PRO 6000 Blackwell,BAAI/bge-m3,1,32,1024,10,836.865,918.246,27.695,29.978,2500.0 NVIDIA RTX PRO 6000 Blackwell,BAAI/bge-m3,1,64,1024,10,1010.623,1046.455,42.076,46.098,2620.0 NVIDIA RTX PRO 6000 Blackwell,BAAI/bge-m3,32,1,1024,10,756.972,776.56,41.971,44.584,2620.0 NVIDIA RTX PRO 6000 Blackwell,BAAI/bge-m3,32,8,1024,10,1514.735,1519.122,116.055,116.915,2620.0 NVIDIA RTX PRO 6000 Blackwell,BAAI/bge-m3,32,32,1024,10,1686.269,1689.179,332.236,334.219,2620.0 NVIDIA RTX PRO 6000 Blackwell,BAAI/bge-m3,32,64,1024,10,1702.996,1705.516,628.084,631.513,2620.0 Tesla P100,bge-m3,1,1,1024,0,,,,, Tesla P100,bge-m3,1,8,1024,0,,,,, Tesla P100,bge-m3,1,32,1024,0,,,,, Tesla P100,bge-m3,1,64,1024,0,,,,, NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-Embedding-8B,1,1,4096,10,57.566,59.339,17.175,18.893,82868.0 NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-Embedding-8B,1,8,4096,10,190.158,193.094,35.849,37.17,82868.0 NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-Embedding-8B,1,32,4096,10,345.801,369.638,69.281,72.346,82868.0 NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-Embedding-8B,1,64,4096,10,469.608,483.863,93.491,113.906,82868.0 NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-Embedding-8B,32,1,4096,10,331.902,333.871,95.768,99.502,82868.0 NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-Embedding-8B,32,8,4096,10,573.673,602.389,314.592,347.152,82922.0 NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-Embedding-8B,32,32,4096,10,694.465,706.86,864.278,881.538,82922.0 NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-Embedding-8B,32,64,4096,10,744.916,749.83,1531.819,1555.632,82922.0