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sasha HF Staff commited on Oct 28

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e9e7a36

1 Parent(s): cd7dd97

fixing merged data

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data/merged_cloud_data.csv +94 -94

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@@ -1,94 +1,94 @@
-,Instance,vCPU(s),CPU type,CPU TDP,Memory,GPU Type,GPU Cost,GPU Total Cost,GPU number,TDP (W),GPU Year,Total TDP (W),$/Hour,Unnamed: 14,provider,GPU TDP,vCPU,CPU Type,GPU Memory,Unnamed: 15
-0,NC6,6.0,AMD EPYC (Genoa) [x86-64],22.5,56.0,K80,"$4,000.00",4000.0,1.0,300.0,2014.0,322.5,0.9,,Azure,,,,,
-1,NC12,12.0,AMD EPYC (Genoa) [x86-64],45.0,112.0,K80,"$4,000.00",8000.0,2.0,600.0,2014.0,645.0,1.8,,Azure,,,,,
-2,NC24,24.0,AMD EPYC (Genoa) [x86-64],90.0,224.0,K80,"$4,000.00",16000.0,4.0,1200.0,2014.0,1290.0,3.6,,Azure,,,,,
-3,NC6s v2,6.0,AMD EPYC (Genoa) [x86-64],22.5,112.0,P100,5699,5699.0,1.0,250.0,2016.0,272.5,2.07,,Azure,,,,,
-4,NC12s v2,12.0,AMD EPYC (Genoa) [x86-64],45.0,224.0,P100,5699,11398.0,2.0,500.0,2016.0,545.0,4.14,,Azure,,,,,
-5,NC24s v2,24.0,AMD EPYC (Genoa) [x86-64],90.0,448.0,P100,5699,22796.0,4.0,1000.0,2016.0,1090.0,8.28,,Azure,,,,,
-6,NC6s v3,6.0,AMD EPYC (Genoa) [x86-64],22.5,112.0,V100,"$10,000",10000.0,1.0,300.0,2017.0,322.5,3.06,,Azure,,,,,
-7,NC12s v3,12.0,AMD EPYC (Genoa) [x86-64],45.0,224.0,V100,"$10,000",20000.0,2.0,600.0,2017.0,645.0,6.12,,Azure,,,,,
-8,NC24s v3,24.0,AMD EPYC (Genoa) [x86-64],90.0,448.0,V100,"$10,000",40000.0,4.0,1200.0,2017.0,1290.0,12.24,,Azure,,,,,
-9,NC24rs v3,24.0,AMD EPYC (Genoa) [x86-64],90.0,448.0,V100,"$10,000",50000.0,5.0,1500.0,2017.0,1590.0,13.46,,Azure,,,,,
-10,NV6,6.0,Intel Xeon E5-2690 v3 (Haswell) [x86-64],67.5,56.0,M60,"$1,000",1000.0,1.0,300.0,2015.0,367.5,1.14,,Azure,,,,,
-11,NV12,12.0,Intel Xeon E5-2690 v3 (Haswell) [x86-64],135.0,112.0,M60,"$1,000",2000.0,2.0,600.0,2015.0,735.0,2.28,,Azure,,,,,
-12,NV24,24.0,Intel Xeon E5-2690 v3 (Haswell) [x86-64],270.0,224.0,M60,"$1,000",4000.0,4.0,1200.0,2015.0,1470.0,4.56,,Azure,,,,,
-13,ND6s,6.0,Intel Xeon E5-2690 v4 ,57.85714286,112.0,P40,"$5,699",5699.0,1.0,250.0,2016.0,307.8571429,2.07,https://technical.city/en/video/Quadro-RTX-4000-vs-Tesla-P40,Azure,,,,,
-14,ND12s,12.0,Intel Xeon E5-2690 v4 ,115.7142857,224.0,P40,"$5,699",11398.0,2.0,500.0,2016.0,615.7142857,4.14,,Azure,,,,,
-15,ND24rs,24.0,Intel Xeon E5-2690 v4 ,231.4285714,448.0,P40,"$5,699",22796.0,4.0,1000.0,2016.0,1231.428571,9.108,,Azure,,,,,
-16,NC4as T4 v3,4.0,AMD EPYC 7V12 (Rome),15.0,28.0,T4,"7,000.00",7000.0,1.0,70.0,2018.0,85.0,0.526,https://texas.gs.shi.com/product/39168597/NVIDIA-Tesla-T4-GPU-computing-processor,Azure,,,,,
-17,NC8as T4 v3,8.0,AMD EPYC 7V12 (Rome),30.0,56.0,T4,"7,000.00",7000.0,1.0,70.0,2018.0,100.0,0.752,,Azure,,,,,
-18,NC16as T4 v3,16.0,AMD EPYC 7V12 (Rome),60.0,110.0,T4,"7,000.00",7000.0,1.0,70.0,2018.0,130.0,1.204,,Azure,,,,,
-19,NC64as T4 v3,64.0,AMD EPYC 7V12 (Rome),240.0,440.0,T4,"7,000.00",28000.0,4.0,280.0,2018.0,520.0,4.352,,Azure,,,,,
-20,ND40rs v2,40.0,Intel Xeon E5-2690 v4 ,385.7142857,672.0,V100,"$11,000",88000.0,8.0,2400.0,2017.0,2785.714286,22.032,,Azure,,,,,
-0,,,,666.6666667,2048.0,B200,"$50,000.00",400000.0,8.0,,2024.0,1666.666667,113.93,,AWS,1000.0,192.0,NVIDIA Grace CPU,,
-1,,,,75.0,256.0,H100,25000,25000.0,1.0,,2022.0,425.0,6.88,,AWS,350.0,16.0,AMD EPYC 7R13 Processor,,
-2,,,,900.0,2048.0,H100,25000,200000.0,8.0,,2022.0,3700.0,55.04,,AWS,2800.0,192.0,AMD EPYC 7R13 Processor,,
-3,,,,565.7142857,1152.0,A100,15000,120000.0,8.0,,2021.0,2965.714286,21.96,,AWS,2400.0,96.0,Intel Xeon Platinum 8275L,,
-4,,,,64.44444444,61.0,V100,"$11,000.00",11000.0,1.0,,2018.0,314.4444444,3.06,,AWS,250.0,8.0,Intel Xeon E5-2686 v4 (Broadwell),,
-5,,,,257.7777778,244.0,V100,"$11,000.00",44000.0,4.0,,2018.0,1257.777778,12.24,,AWS,1000.0,32.0,Intel Xeon E5-2686 v4 (Broadwell),,
-6,,,,515.5555556,488.0,V100,"$11,000.00",88000.0,8.0,,2018.0,2515.555556,24.48,,AWS,2000.0,64.0,Intel Xeon E5-2686 v4 (Broadwell),,
-7,,,,32.22222222,61.0,K80,"$4,000.00",4000.0,1.0,,2014.0,332.2222222,0.9,,AWS,300.0,4.0,Intel Xeon E5-2686 v4 (Broadwell),,
-8,,,,257.7777778,488.0,K80,"$4,000.00",16000.0,4.0,,2014.0,1457.777778,7.2,,AWS,1200.0,32.0,Intel Xeon E5-2686 v4 (Broadwell),,
-9,,,,515.5555556,732.0,K80,"$4,000.00",32000.0,8.0,,2014.0,2915.555556,14.4,,AWS,2400.0,64.0,Intel Xeon E5-2686 v4 (Broadwell),,
-10,,,,18.75,16.0,L4,"$5,000.00",5000.0,1.0,,2023.0,90.75,0.8,,AWS,72.0,4.0,AMD EPYC 7R13 Processor,,
-11,,,,225.0,192.0,L4,"$5,000.00",20000.0,4.0,,2023.0,513.0,4.6,,AWS,288.0,48.0,AMD EPYC 7R13 Processor,,
-12,,,,900.0,768.0,L4,"$5,000.00",40000.0,8.0,,2023.0,1476.0,13.35,,AWS,576.0,192.0,AMD EPYC 7R13 Processor,,
-0,,,Intel Xeon Platinum 8273CL Processor,70.71428571,85.0,A100,10000.0,10000.0,1.0,,2020.0,320.7142857,3.9181,,GCP,250.0,12.0,,40GB,
-1,,,Intel Xeon Platinum 8273CL Processor,141.4285714,170.0,A100,10000.0,20000.0,2.0,,2020.0,641.4285714,7.8362,,GCP,500.0,24.0,,40GB,
-2,,,Intel Xeon Platinum 8273CL Processor,282.8571429,340.0,A100,10000.0,40000.0,4.0,,2020.0,1282.857143,15.6725,,GCP,1000.0,48.0,,40GB,
-3,,,Intel Xeon Platinum 8273CL Processor,565.7142857,680.0,A100,10000.0,80000.0,8.0,,2020.0,2565.714286,31.345,,GCP,2000.0,96.0,, 40GB,
-4,,,Intel Xeon Platinum 8273CL Processor,565.7142857,1360.0,A100,10000.0,160000.0,16.0,,2020.0,4565.714286,57.1454,,GCP,4000.0,96.0,, 40GB,
-5,,,Intel Xeon Platinum 8273CL Processor,70.71428571,170.0,A100,15000.0,15000.0,1.0,,2021.0,370.7142857,5.634,,GCP,300.0,12.0,,80GB,
-6,,,Intel Xeon Platinum 8273CL Processor,141.4285714,340.0,A100,15000.0,30000.0,2.0,,2021.0,741.4285714,11.268,,GCP,600.0,24.0,,80GB,
-7,,,Intel Xeon Platinum 8273CL Processor,282.8571429,680.0,A100,15000.0,60000.0,4.0,,2021.0,1482.857143,22.536,,GCP,1200.0,48.0,,80GB,
-8,,,Intel Xeon Platinum 8273CL Processor,565.7142857,1360.0,A100,15000.0,120000.0,8.0,,2021.0,2965.714286,45.0721,,GCP,2400.0,96.0,,80GB,
-9,,,Intel Xeon Platinum 8481C Processor,162.5,234.0,H100,25000.0,25000.0,1.0,,2022.0,512.5,12.7467,,GCP,350.0,26.0,,80GB,
-10,,,Intel Xeon Platinum 8481C Processor,325.0,468.0,H100,25000.0,50000.0,2.0,,2022.0,1025.0,25.4933,,GCP,700.0,52.0,,80GB,
-11,,,Intel Xeon Platinum 8481C Processor,650.0,936.0,H100,25000.0,100000.0,4.0,,2022.0,2050.0,50.9866,,GCP,1400.0,104.0,,80GB,
-12,,,Intel Xeon Platinum 8481C Processor,1300.0,1872.0,H100,25000.0,200000.0,8.0,,2022.0,4100.0,101.9282,,GCP,2800.0,208.0,,80GB,
-13,,,Intel Xeon Platinum 8273CL Processor,70.71428571,48.0,L4,5000.0,5000.0,1.0,,2023.0,142.7142857,1.1535,,GCP,72.0,12.0,,,
-14,,,Intel Xeon Platinum 8273CL Processor,94.28571429,64.0,L4,5000.0,5000.0,1.0,,2023.0,166.2857143,1.3224,,GCP,72.0,16.0,,,
-15,,,Intel Xeon Platinum 8273CL Processor,141.4285714,96.0,L4,5000.0,10000.0,2.0,,2023.0,285.4285714,2.3071,,GCP,144.0,24.0,,,
-16,,,Intel Xeon Platinum 8273CL Processor,188.5714286,128.0,L4,5000.0,5000.0,1.0,,2023.0,260.5714286,1.9978,,GCP,72.0,32.0,,,
-17,,,Intel Xeon Platinum 8273CL Processor,23.57142857,16.0,L4,5000.0,5000.0,1.0,,2023.0,95.57142857,0.8158,,GCP,72.0,4.0,,,
-18,,,Intel Xeon Platinum 8273CL Processor,282.8571429,192.0,L4,5000.0,20000.0,4.0,,2023.0,570.8571429,4.6142,,GCP,288.0,48.0,,,
-19,,,Intel Xeon Platinum 8273CL Processor,47.14285714,32.0,L4,5000.0,5000.0,1.0,,2023.0,119.1428571,0.9847,,GCP,72.0,8.0,,,
-0,,,,187.5,90.0,L40S,2500,2500.0,1.0,,2022.0,487.5,1.8,https://pcr.cloud-mercato.com/providers/ovh/flavors/L40S-90,OVH,300.0,,AMD EPYC 9124 16-Core Processor,,https://www.techpowerup.com/gpu-specs/l40s.c4173
-1,,,,375.0,180.0,L40S,2500,5000.0,2.0,,2022.0,975.0,3.6,https://pcr.cloud-mercato.com/providers/ovh/flavors/L40S-180,OVH,600.0,,AMD EPYC 9124 16-Core Processor,,
-2,,,,750.0,360.0,L40S,2500,10000.0,4.0,,2022.0,1950.0,7.2,https://pcr.cloud-mercato.com/providers/ovh/flavors/L40S-360,OVH,1200.0,,AMD EPYC 9124 16-Core Processor,,
-3,,,,375.0,45.0,A10,"8,500",8500.0,1.0,,2021.0,525.0,1.0,https://pcr.cloud-mercato.com/providers/ovh/flavors/A10-45,OVH,150.0,,AMD EPYC 9554 64-Core Processor,,https://texas.gs.shi.com/product/42946005/NVIDIA-A10-GPU-computing-processor
-4,,,,750.0,90.0,A10,"8,500",17000.0,2.0,,2021.0,1050.0,2.0,https://pcr.cloud-mercato.com/providers/ovh/flavors/A10-90,OVH,300.0,,AMD EPYC 9554 64-Core Processor,,
-5,,,,1500.0,180.0,A10,"8,500",34000.0,4.0,,2021.0,2100.0,4.0,,OVH,600.0,,AMD EPYC 9554 64-Core Processor,,
-6,,,,128.125,180.0,A100,"15,000",15000.0,1.0,,2021.0,428.125,3.07,https://pcr.cloud-mercato.com/providers/ovh/flavors/A100-180,OVH,300.0,,Intel(R) Xeon(R) Gold 6248R CPU ,,https://www.techpowerup.com/gpu-specs/a100-pcie-80-gb.c3821
-7,,,,256.25,360.0,A100,"15,000",30000.0,2.0,,2021.0,856.25,6.15,,OVH,600.0,,Intel(R) Xeon(R) Gold 6248R CPU ,,
-8,,,,512.5,720.0,A100,"15,000",60000.0,4.0,,2021.0,1712.5,12.29,,OVH,1200.0,,Intel(R) Xeon(R) Gold 6248R CPU ,,
-9,,,,262.5,380.0,H100,"25,000",25000.0,1.0,,2022.0,612.5,2.99,https://pcr.cloud-mercato.com/providers/ovh/flavors/H100-380,OVH,350.0,,AMD EPYC 9354 32-Core Processor,,https://www.techpowerup.com/gpu-specs/h100-pcie-80-gb.c3899
-10,,,,525.0,760.0,H100,"25,000",50000.0,2.0,,2022.0,1225.0,5.98,,OVH,700.0,,AMD EPYC 9354 32-Core Processor,,
-12,,,,132.9166667,90.0,L4,"5,000",5000.0,1.0,,2023.0,204.9166667,1.0,https://pcr.cloud-mercato.com/providers/ovh/flavors/L4-90,OVH,72.0,,AMD EPYC 9454 48-Core Processor,,https://www.techpowerup.com/gpu-specs/l4.c4091
-13,,,,271.875,180.0,L4,"5,000",10000.0,2.0,,2023.0,415.875,2.0,,OVH,144.0,,AMD EPYC 9454 48-Core Processor,,
-14,,,,543.75,360.0,L4,"5,000",20000.0,4.0,,2023.0,831.75,4.0,,OVH,288.0,,AMD EPYC 9454 48-Core Processor,,
-15,,,,68.0,45.0,V100,"8,000",8000.0,1.0,,2017.0,368.0,1.97,https://pcr.cloud-mercato.com/providers/ovh/flavors/T1-45,OVH,300.0,,Intel(R) Xeon(R) Silver 4114 CPU ,,https://cyfuture.cloud/kb/gpu/how-much-does-the-nvidia-v100-cost
-16,,,,153.0,90.0,V100,"8,000",16000.0,2.0,,2017.0,753.0,3.94,,OVH,600.0,,Intel(R) Xeon(R) Silver 4114 CPU ,,
-17,,,,306.0,180.0,V100,"8,000",32000.0,4.0,,2017.0,1506.0,7.89,,OVH,1200.0,,Intel(R) Xeon(R) Silver 4114 CPU ,,
-18,,,,68.0,45.0,V100,"8,000",8000.0,1.0,,2017.0,368.0,0.77,,OVH,300.0,,Intel(R) Xeon(R) Silver 4214 CPU ,,
-19,,,,136.0,90.0,V100,"8,000",16000.0,2.0,,2017.0,736.0,1.55,,OVH,600.0,,Intel(R) Xeon(R) Silver 4214 CPU ,,
-20,,,,272.0,180.0,V100,"8,000",32000.0,4.0,,2017.0,1472.0,3.1,,OVH,1200.0,,Intel(R) Xeon(R) Silver 4214 CPU ,,
-21,,,,140.625,45.0,V100S,"11,000",11000.0,1.0,,2019.0,390.625,2.19,https://pcr.cloud-mercato.com/providers/ovh/flavors/T2-45,OVH,250.0,,Intel(R) Xeon(R) Gold 6226R CPU,,https://www.techpowerup.com/gpu-specs/tesla-v100s-pcie-32-gb.c3467
-22,,,,281.25,90.0,V100S,"11,000",22000.0,2.0,,2019.0,781.25,4.38,,OVH,500.0,,Intel(R) Xeon(R) Gold 6226R CPU,,
-23,,,,562.5,180.0,V100S,"11,000",44000.0,4.0,,2019.0,1562.5,8.76,,OVH,1000.0,,Intel(R) Xeon(R) Gold 6226R CPU,,
-24,,,,140.625,45.0,V100S,"11,000",11000.0,1.0,,2019.0,390.625,0.88,https://pcr.cloud-mercato.com/providers/ovh/flavors/T1-LE-90,OVH,250.0,,Intel(R) Xeon(R) Gold 6226R CPU,,
-25,,,,281.25,90.0,V100S,"11,000",22000.0,2.0,,2019.0,781.25,1.76,,OVH,500.0,,Intel(R) Xeon(R) Gold 6226R CPU,,
-26,,,,562.5,180.0,V100S,"11,000",44000.0,4.0,,2019.0,1562.5,3.53,,OVH,1000.0,,Intel(R) Xeon(R) Gold 6226R CPU,,
-0,,,,60.0,48.0,L4,5000,5000.0,1.0,,2023.0,60.0,0.87,,Scaleway,72.0,,AMD EPYC 7413,,
-1,,,,120.0,96.0,L4,5000,10000.0,2.0,,2023.0,264.0,1.74,,Scaleway,144.0,,AMD EPYC 7413,,
-2,,,,240.0,192.0,L4,5000,20000.0,4.0,,2023.0,528.0,3.48,,Scaleway,288.0,,AMD EPYC 7413,,
-3,,,,480.0,384.0,L4,5000,40000.0,8.0,,2023.0,1056.0,6.96,,Scaleway,576.0,,AMD EPYC 7413,,
-4,,,,60.0,96.0,L40S,"$2,500.00",2500.0,1.0,,2022.0,60.0,1.624,,Scaleway,300.0,,AMD EPYC 7413,,
-5,,,,120.0,192.0,L40S,"$2,500.00",5000.0,2.0,,2022.0,720.0,3.248,,Scaleway,600.0,,AMD EPYC 7413,,
-6,,,,240.0,384.0,L40S,"$2,500.00",10000.0,4.0,,2022.0,1440.0,6.496,,Scaleway,1200.0,,AMD EPYC 7413,,
-7,,,,480.0,768.0,L40S,"$2,500.00",20000.0,8.0,,2022.0,2880.0,12.992,,Scaleway,2400.0,,AMD EPYC 7413,,
-8,,,,84.375,240.0,H100,25000,25000.0,1.0,,2022.0,84.375,3.1668,,Scaleway,350.0,,AMD Epyc Zen 4,,
-9,,,,168.75,480.0,H100,25000,50000.0,2.0,,2022.0,868.75,6.3336,,Scaleway,700.0,,AMD Epyc Zen 4,,
-10,,,,266.6666667,240.0,H100,25000,50000.0,2.0,,2022.0,966.6666667,6.9832,,Scaleway,700.0,,Xeon Platinum 8452Y,,
-11,,,,533.3333333,480.0,H100,25000,100000.0,4.0,,2022.0,1933.333333,13.4676,,Scaleway,1400.0,,Xeon Platinum 8452Y,,
-12,,,,1066.666667,960.0,H100,25000,200000.0,8.0,,2022.0,3866.666667,26.7148,,Scaleway,2800.0,,Xeon Platinum 8452Y,,

+,Instance,vCPU(s),CPU type,CPU TDP,Memory,GPU Type,GPU Cost,GPU Total Cost,GPU number,TDP (W),GPU Year,Total TDP (W),$/Hour,Unnamed: 14,provider,GPU TDP,CPU Type,$/Year,CapEx/OpEx,Unnamed: 15,Unnamed: 16,vCPU,GPU Memory
+0,NC6,6.0,AMD EPYC (Genoa) [x86-64],22.5,56.0,K80,"$4,000.00",4000.0,1.0,300.0,2014.0,322.5,0.9,,Azure,,,,,,,,
+1,NC12,12.0,AMD EPYC (Genoa) [x86-64],45.0,112.0,K80,"$4,000.00",8000.0,2.0,600.0,2014.0,645.0,1.8,,Azure,,,,,,,,
+2,NC24,24.0,AMD EPYC (Genoa) [x86-64],90.0,224.0,K80,"$4,000.00",16000.0,4.0,1200.0,2014.0,1290.0,3.6,,Azure,,,,,,,,
+3,NC6s v2,6.0,AMD EPYC (Genoa) [x86-64],22.5,112.0,P100,5699,5699.0,1.0,250.0,2016.0,272.5,2.07,,Azure,,,,,,,,
+4,NC12s v2,12.0,AMD EPYC (Genoa) [x86-64],45.0,224.0,P100,5699,11398.0,2.0,500.0,2016.0,545.0,4.14,,Azure,,,,,,,,
+5,NC24s v2,24.0,AMD EPYC (Genoa) [x86-64],90.0,448.0,P100,5699,22796.0,4.0,1000.0,2016.0,1090.0,8.28,,Azure,,,,,,,,
+6,NC6s v3,6.0,AMD EPYC (Genoa) [x86-64],22.5,112.0,V100,"$10,000",10000.0,1.0,300.0,2017.0,322.5,3.06,,Azure,,,,,,,,
+7,NC12s v3,12.0,AMD EPYC (Genoa) [x86-64],45.0,224.0,V100,"$10,000",20000.0,2.0,600.0,2017.0,645.0,6.12,,Azure,,,,,,,,
+8,NC24s v3,24.0,AMD EPYC (Genoa) [x86-64],90.0,448.0,V100,"$10,000",40000.0,4.0,1200.0,2017.0,1290.0,12.24,,Azure,,,,,,,,
+9,NC24rs v3,24.0,AMD EPYC (Genoa) [x86-64],90.0,448.0,V100,"$10,000",50000.0,5.0,1500.0,2017.0,1590.0,13.46,,Azure,,,,,,,,
+10,NV6,6.0,Intel Xeon E5-2690 v3 (Haswell) [x86-64],67.5,56.0,M60,"$1,000",1000.0,1.0,300.0,2015.0,367.5,1.14,,Azure,,,,,,,,
+11,NV12,12.0,Intel Xeon E5-2690 v3 (Haswell) [x86-64],135.0,112.0,M60,"$1,000",2000.0,2.0,600.0,2015.0,735.0,2.28,,Azure,,,,,,,,
+12,NV24,24.0,Intel Xeon E5-2690 v3 (Haswell) [x86-64],270.0,224.0,M60,"$1,000",4000.0,4.0,1200.0,2015.0,1470.0,4.56,,Azure,,,,,,,,
+13,ND6s,6.0,Intel Xeon E5-2690 v4 ,57.85714286,112.0,P40,"$5,699",5699.0,1.0,250.0,2016.0,307.8571429,2.07,https://technical.city/en/video/Quadro-RTX-4000-vs-Tesla-P40,Azure,,,,,,,,
+14,ND12s,12.0,Intel Xeon E5-2690 v4 ,115.7142857,224.0,P40,"$5,699",11398.0,2.0,500.0,2016.0,615.7142857,4.14,,Azure,,,,,,,,
+15,ND24rs,24.0,Intel Xeon E5-2690 v4 ,231.4285714,448.0,P40,"$5,699",22796.0,4.0,1000.0,2016.0,1231.428571,9.108,,Azure,,,,,,,,
+16,NC4as T4 v3,4.0,AMD EPYC 7V12 (Rome),15.0,28.0,T4,"7,000.00",7000.0,1.0,70.0,2018.0,85.0,0.526,https://texas.gs.shi.com/product/39168597/NVIDIA-Tesla-T4-GPU-computing-processor,Azure,,,,,,,,
+17,NC8as T4 v3,8.0,AMD EPYC 7V12 (Rome),30.0,56.0,T4,"7,000.00",7000.0,1.0,70.0,2018.0,100.0,0.752,,Azure,,,,,,,,
+18,NC16as T4 v3,16.0,AMD EPYC 7V12 (Rome),60.0,110.0,T4,"7,000.00",7000.0,1.0,70.0,2018.0,130.0,1.204,,Azure,,,,,,,,
+19,NC64as T4 v3,64.0,AMD EPYC 7V12 (Rome),240.0,440.0,T4,"7,000.00",28000.0,4.0,280.0,2018.0,520.0,4.352,,Azure,,,,,,,,
+20,ND40rs v2,40.0,Intel Xeon E5-2690 v4 ,385.7142857,672.0,V100,"$11,000",88000.0,8.0,2400.0,2017.0,2785.714286,22.032,,Azure,,,,,,,,
+0,p6-b200.48xlarge,192.0,,666.6666667,2048.0,B200,"$50,000.00",500000.0,8.0,,2024.0,1666.666667,113.93,,AWS,1000.0,NVIDIA Grace CPU,50899366.8,0.98,https://developer.nvidia.com/blog/nvidia-grace-cpu-superchip-architecture-in-depth/,https://northflank.com/blog/how-much-does-an-nvidia-b200-gpu-cost,,
+1,p5.4xlarge,16.0,,75.0,256.0,H100,"25,000",25000.0,1.0,,2022.0,425.0,6.88,,AWS,350.0,AMD EPYC 7R13 Processor,3073708.8,0.81,https://aws.amazon.com/ec2/instance-types/p5/,,,
+2,p5.48xlarge,192.0,,900.0,2048.0,H100,"25,000",200000.0,8.0,,2022.0,3700.0,55.04,,AWS,2800.0,AMD EPYC 7R13 Processor,24589670.4,0.81,https://aws.amazon.com/ec2/instance-types/p5/,,,
+3,p4d.24xlarge,96.0,,565.7142857,1152.0,A100,"15,000",120000.0,8.0,,2021.0,2965.714286,21.96,,AWS,2400.0,Intel Xeon Platinum 8275L,9810849.6,1.22,https://www.intel.com/content/www/us/en/products/sku/192475/intel-xeon-platinum-8276l-processor-38-5m-cache-2-20-ghz/specifications.html,,,
+4,p3.2xlarge,8.0,,64.44444444,61.0,V100,"$10,000",10000.0,1.0,,2018.0,314.4444444,3.06,,AWS,250.0,Intel Xeon E5-2686 v4 (Broadwell),1367085.6,0.73,https://instances.vantage.sh/aws/ec2/p3.2xlarge?currency=USD,,,
+5,p3.8xlarge,32.0,,257.7777778,244.0,V100,"$10,000",40000.0,4.0,,2018.0,1257.777778,12.24,,AWS,1000.0,Intel Xeon E5-2686 v4 (Broadwell),5468342.4,0.73,https://instances.vantage.sh/aws/ec2/p3.2xlarge?currency=USD,,,
+6,p3.16xlarge,64.0,,515.5555556,488.0,V100,"$10,000",80000.0,8.0,,2018.0,2515.555556,24.48,,AWS,2000.0,Intel Xeon E5-2686 v4 (Broadwell),10936684.8,0.73,https://instances.vantage.sh/aws/ec2/p3.2xlarge?currency=USD,,,
+7,p2.xlarge,4.0,,32.22222222,61.0,K80,"$4,000.00",4000.0,1.0,,2014.0,332.2222222,0.9,,AWS,300.0,Intel Xeon E5-2686 v4 (Broadwell),402084.0,0.99,https://instances.vantage.sh/aws/ec2/p2.xlarge?currency=USD,,,
+8,p2.8xlarge,32.0,,257.7777778,488.0,K80,"$4,000.00",16000.0,4.0,,2014.0,1457.777778,7.2,,AWS,1200.0,Intel Xeon E5-2686 v4 (Broadwell),3216672.0,0.5,https://instances.vantage.sh/aws/ec2/p2.xlarge?currency=USD,,,
+9,p2.16xlarge,64.0,,515.5555556,732.0,K80,"$4,000.00",32000.0,8.0,,2014.0,2915.555556,14.4,,AWS,2400.0,Intel Xeon E5-2686 v4 (Broadwell),6433344.0,0.5,https://instances.vantage.sh/aws/ec2/p2.xlarge?currency=USD,,,
+10,g6.xlarge,4.0,,18.75,16.0,L4,"$5,000.00",5000.0,1.0,,2023.0,90.75,0.8,,AWS,72.0,AMD EPYC 7R13 Processor,357408.0,1.4,https://instances.vantage.sh/aws/ec2/g6.xlarge?currency=USD,,,
+11,g6.12xlarge,48.0,,225.0,192.0,L4,"$5,000.00",20000.0,4.0,,2023.0,513.0,4.6,,AWS,288.0,AMD EPYC 7R13 Processor,2055096.0,0.97,,,,
+12,g6.48xlarge,192.0,,900.0,768.0,L4,"$5,000.00",40000.0,8.0,,2023.0,1476.0,13.35,,AWS,576.0,AMD EPYC 7R13 Processor,5964246.0,0.67,,,,
+0,,,Intel Xeon Platinum 8273CL Processor,70.71428571,85.0,A100,10000.0,10000.0,1.0,,2020.0,320.7142857,3.9181,,GCP,250.0,,,,,,12.0,40GB
+1,,,Intel Xeon Platinum 8273CL Processor,141.4285714,170.0,A100,10000.0,20000.0,2.0,,2020.0,641.4285714,7.8362,,GCP,500.0,,,,,,24.0,40GB
+2,,,Intel Xeon Platinum 8273CL Processor,282.8571429,340.0,A100,10000.0,40000.0,4.0,,2020.0,1282.857143,15.6725,,GCP,1000.0,,,,,,48.0,40GB
+3,,,Intel Xeon Platinum 8273CL Processor,565.7142857,680.0,A100,10000.0,80000.0,8.0,,2020.0,2565.714286,31.345,,GCP,2000.0,,,,,,96.0, 40GB
+4,,,Intel Xeon Platinum 8273CL Processor,565.7142857,1360.0,A100,10000.0,160000.0,16.0,,2020.0,4565.714286,57.1454,,GCP,4000.0,,,,,,96.0, 40GB
+5,,,Intel Xeon Platinum 8273CL Processor,70.71428571,170.0,A100,15000.0,15000.0,1.0,,2021.0,370.7142857,5.634,,GCP,300.0,,,,,,12.0,80GB
+6,,,Intel Xeon Platinum 8273CL Processor,141.4285714,340.0,A100,15000.0,30000.0,2.0,,2021.0,741.4285714,11.268,,GCP,600.0,,,,,,24.0,80GB
+7,,,Intel Xeon Platinum 8273CL Processor,282.8571429,680.0,A100,15000.0,60000.0,4.0,,2021.0,1482.857143,22.536,,GCP,1200.0,,,,,,48.0,80GB
+8,,,Intel Xeon Platinum 8273CL Processor,565.7142857,1360.0,A100,15000.0,120000.0,8.0,,2021.0,2965.714286,45.0721,,GCP,2400.0,,,,,,96.0,80GB
+9,,,Intel Xeon Platinum 8481C Processor,162.5,234.0,H100,25000.0,25000.0,1.0,,2022.0,512.5,12.7467,,GCP,350.0,,,,,,26.0,80GB
+10,,,Intel Xeon Platinum 8481C Processor,325.0,468.0,H100,25000.0,50000.0,2.0,,2022.0,1025.0,25.4933,,GCP,700.0,,,,,,52.0,80GB
+11,,,Intel Xeon Platinum 8481C Processor,650.0,936.0,H100,25000.0,100000.0,4.0,,2022.0,2050.0,50.9866,,GCP,1400.0,,,,,,104.0,80GB
+12,,,Intel Xeon Platinum 8481C Processor,1300.0,1872.0,H100,25000.0,200000.0,8.0,,2022.0,4100.0,101.9282,,GCP,2800.0,,,,,,208.0,80GB
+13,,,Intel Xeon Platinum 8273CL Processor,70.71428571,48.0,L4,5000.0,5000.0,1.0,,2023.0,142.7142857,1.1535,,GCP,72.0,,,,,,12.0,
+14,,,Intel Xeon Platinum 8273CL Processor,94.28571429,64.0,L4,5000.0,5000.0,1.0,,2023.0,166.2857143,1.3224,,GCP,72.0,,,,,,16.0,
+15,,,Intel Xeon Platinum 8273CL Processor,141.4285714,96.0,L4,5000.0,10000.0,2.0,,2023.0,285.4285714,2.3071,,GCP,144.0,,,,,,24.0,
+16,,,Intel Xeon Platinum 8273CL Processor,188.5714286,128.0,L4,5000.0,5000.0,1.0,,2023.0,260.5714286,1.9978,,GCP,72.0,,,,,,32.0,
+17,,,Intel Xeon Platinum 8273CL Processor,23.57142857,16.0,L4,5000.0,5000.0,1.0,,2023.0,95.57142857,0.8158,,GCP,72.0,,,,,,4.0,
+18,,,Intel Xeon Platinum 8273CL Processor,282.8571429,192.0,L4,5000.0,20000.0,4.0,,2023.0,570.8571429,4.6142,,GCP,288.0,,,,,,48.0,
+19,,,Intel Xeon Platinum 8273CL Processor,47.14285714,32.0,L4,5000.0,5000.0,1.0,,2023.0,119.1428571,0.9847,,GCP,72.0,,,,,,8.0,
+0,,,,187.5,90.0,L40S,2500,2500.0,1.0,,2022.0,487.5,1.8,https://pcr.cloud-mercato.com/providers/ovh/flavors/L40S-90,OVH,300.0,AMD EPYC 9124 16-Core Processor,,,https://www.techpowerup.com/gpu-specs/l40s.c4173,,,
+1,,,,375.0,180.0,L40S,2500,5000.0,2.0,,2022.0,975.0,3.6,https://pcr.cloud-mercato.com/providers/ovh/flavors/L40S-180,OVH,600.0,AMD EPYC 9124 16-Core Processor,,,,,,
+2,,,,750.0,360.0,L40S,2500,10000.0,4.0,,2022.0,1950.0,7.2,https://pcr.cloud-mercato.com/providers/ovh/flavors/L40S-360,OVH,1200.0,AMD EPYC 9124 16-Core Processor,,,,,,
+3,,,,375.0,45.0,A10,"8,500",8500.0,1.0,,2021.0,525.0,1.0,https://pcr.cloud-mercato.com/providers/ovh/flavors/A10-45,OVH,150.0,AMD EPYC 9554 64-Core Processor,,,https://texas.gs.shi.com/product/42946005/NVIDIA-A10-GPU-computing-processor,,,
+4,,,,750.0,90.0,A10,"8,500",17000.0,2.0,,2021.0,1050.0,2.0,https://pcr.cloud-mercato.com/providers/ovh/flavors/A10-90,OVH,300.0,AMD EPYC 9554 64-Core Processor,,,,,,
+5,,,,1500.0,180.0,A10,"8,500",34000.0,4.0,,2021.0,2100.0,4.0,,OVH,600.0,AMD EPYC 9554 64-Core Processor,,,,,,
+6,,,,128.125,180.0,A100,"15,000",15000.0,1.0,,2021.0,428.125,3.07,https://pcr.cloud-mercato.com/providers/ovh/flavors/A100-180,OVH,300.0,Intel(R) Xeon(R) Gold 6248R CPU ,,,https://www.techpowerup.com/gpu-specs/a100-pcie-80-gb.c3821,,,
+7,,,,256.25,360.0,A100,"15,000",30000.0,2.0,,2021.0,856.25,6.15,,OVH,600.0,Intel(R) Xeon(R) Gold 6248R CPU ,,,,,,
+8,,,,512.5,720.0,A100,"15,000",60000.0,4.0,,2021.0,1712.5,12.29,,OVH,1200.0,Intel(R) Xeon(R) Gold 6248R CPU ,,,,,,
+9,,,,262.5,380.0,H100,"25,000",25000.0,1.0,,2022.0,612.5,2.99,https://pcr.cloud-mercato.com/providers/ovh/flavors/H100-380,OVH,350.0,AMD EPYC 9354 32-Core Processor,,,https://www.techpowerup.com/gpu-specs/h100-pcie-80-gb.c3899,,,
+10,,,,525.0,760.0,H100,"25,000",50000.0,2.0,,2022.0,1225.0,5.98,,OVH,700.0,AMD EPYC 9354 32-Core Processor,,,,,,
+12,,,,132.9166667,90.0,L4,"5,000",5000.0,1.0,,2023.0,204.9166667,1.0,https://pcr.cloud-mercato.com/providers/ovh/flavors/L4-90,OVH,72.0,AMD EPYC 9454 48-Core Processor,,,https://www.techpowerup.com/gpu-specs/l4.c4091,,,
+13,,,,271.875,180.0,L4,"5,000",10000.0,2.0,,2023.0,415.875,2.0,,OVH,144.0,AMD EPYC 9454 48-Core Processor,,,,,,
+14,,,,543.75,360.0,L4,"5,000",20000.0,4.0,,2023.0,831.75,4.0,,OVH,288.0,AMD EPYC 9454 48-Core Processor,,,,,,
+15,,,,68.0,45.0,V100,"8,000",8000.0,1.0,,2017.0,368.0,1.97,https://pcr.cloud-mercato.com/providers/ovh/flavors/T1-45,OVH,300.0,Intel(R) Xeon(R) Silver 4114 CPU ,,,https://cyfuture.cloud/kb/gpu/how-much-does-the-nvidia-v100-cost,,,
+16,,,,153.0,90.0,V100,"8,000",16000.0,2.0,,2017.0,753.0,3.94,,OVH,600.0,Intel(R) Xeon(R) Silver 4114 CPU ,,,,,,
+17,,,,306.0,180.0,V100,"8,000",32000.0,4.0,,2017.0,1506.0,7.89,,OVH,1200.0,Intel(R) Xeon(R) Silver 4114 CPU ,,,,,,
+18,,,,68.0,45.0,V100,"8,000",8000.0,1.0,,2017.0,368.0,0.77,,OVH,300.0,Intel(R) Xeon(R) Silver 4214 CPU ,,,,,,
+19,,,,136.0,90.0,V100,"8,000",16000.0,2.0,,2017.0,736.0,1.55,,OVH,600.0,Intel(R) Xeon(R) Silver 4214 CPU ,,,,,,
+20,,,,272.0,180.0,V100,"8,000",32000.0,4.0,,2017.0,1472.0,3.1,,OVH,1200.0,Intel(R) Xeon(R) Silver 4214 CPU ,,,,,,
+21,,,,140.625,45.0,V100S,"11,000",11000.0,1.0,,2019.0,390.625,2.19,https://pcr.cloud-mercato.com/providers/ovh/flavors/T2-45,OVH,250.0,Intel(R) Xeon(R) Gold 6226R CPU,,,https://www.techpowerup.com/gpu-specs/tesla-v100s-pcie-32-gb.c3467,,,
+22,,,,281.25,90.0,V100S,"11,000",22000.0,2.0,,2019.0,781.25,4.38,,OVH,500.0,Intel(R) Xeon(R) Gold 6226R CPU,,,,,,
+23,,,,562.5,180.0,V100S,"11,000",44000.0,4.0,,2019.0,1562.5,8.76,,OVH,1000.0,Intel(R) Xeon(R) Gold 6226R CPU,,,,,,
+24,,,,140.625,45.0,V100S,"11,000",11000.0,1.0,,2019.0,390.625,0.88,https://pcr.cloud-mercato.com/providers/ovh/flavors/T1-LE-90,OVH,250.0,Intel(R) Xeon(R) Gold 6226R CPU,,,,,,
+25,,,,281.25,90.0,V100S,"11,000",22000.0,2.0,,2019.0,781.25,1.76,,OVH,500.0,Intel(R) Xeon(R) Gold 6226R CPU,,,,,,
+26,,,,562.5,180.0,V100S,"11,000",44000.0,4.0,,2019.0,1562.5,3.53,,OVH,1000.0,Intel(R) Xeon(R) Gold 6226R CPU,,,,,,
+0,,,,60.0,48.0,L4,5000,5000.0,1.0,,2023.0,60.0,0.87,,Scaleway,72.0,AMD EPYC 7413,,,,,,
+1,,,,120.0,96.0,L4,5000,10000.0,2.0,,2023.0,264.0,1.74,,Scaleway,144.0,AMD EPYC 7413,,,,,,
+2,,,,240.0,192.0,L4,5000,20000.0,4.0,,2023.0,528.0,3.48,,Scaleway,288.0,AMD EPYC 7413,,,,,,
+3,,,,480.0,384.0,L4,5000,40000.0,8.0,,2023.0,1056.0,6.96,,Scaleway,576.0,AMD EPYC 7413,,,,,,
+4,,,,60.0,96.0,L40S,"$2,500.00",2500.0,1.0,,2022.0,60.0,1.624,,Scaleway,300.0,AMD EPYC 7413,,,,,,
+5,,,,120.0,192.0,L40S,"$2,500.00",5000.0,2.0,,2022.0,720.0,3.248,,Scaleway,600.0,AMD EPYC 7413,,,,,,
+6,,,,240.0,384.0,L40S,"$2,500.00",10000.0,4.0,,2022.0,1440.0,6.496,,Scaleway,1200.0,AMD EPYC 7413,,,,,,
+7,,,,480.0,768.0,L40S,"$2,500.00",20000.0,8.0,,2022.0,2880.0,12.992,,Scaleway,2400.0,AMD EPYC 7413,,,,,,
+8,,,,84.375,240.0,H100,25000,25000.0,1.0,,2022.0,84.375,3.1668,,Scaleway,350.0,AMD Epyc Zen 4,,,,,,
+9,,,,168.75,480.0,H100,25000,50000.0,2.0,,2022.0,868.75,6.3336,,Scaleway,700.0,AMD Epyc Zen 4,,,,,,
+10,,,,266.6666667,240.0,H100,25000,50000.0,2.0,,2022.0,966.6666667,6.9832,,Scaleway,700.0,Xeon Platinum 8452Y,,,,,,
+11,,,,533.3333333,480.0,H100,25000,100000.0,4.0,,2022.0,1933.333333,13.4676,,Scaleway,1400.0,Xeon Platinum 8452Y,,,,,,
+12,,,,1066.666667,960.0,H100,25000,200000.0,8.0,,2022.0,3866.666667,26.7148,,Scaleway,2800.0,Xeon Platinum 8452Y,,,,,,