Google Compute Engine, Amazon EC2, Microsoft Azure Public Compute Cloud Benchmarks Various instance type benchmarks of different setups on Microsoft Azure, Amazon Elastic Compute Cloud, and Google Compute Engine. Benchmarks by Michael Larabel. EC2 c4.8xlarge: Processor: 2 x Intel Xeon E5-2666 v3 @ 3.50GHz (18 Cores / 36 Threads), Motherboard: Xen HVM domU (4.2.amazon BIOS), Chipset: Intel 440FX- 82441FX PMC, Memory: 60416MB, Disk: 28GB, Graphics: Cirrus Logic GD 5446, Network: Intel 82599 Virtual Function OS: Ubuntu 16.04, Kernel: 4.4.0-1050-aws (x86_64), Compiler: GCC 5.4.0 20160609, File-System: ext4, System Layer: Xen HVM domU 4.2.amazon EC2 c5.9xlarge: Processor: Intel Xeon Platinum 8124M @ 3.00GHz (18 Cores / 36 Threads), Motherboard: Amazon EC2 c5.9xlarge (1.0 BIOS), Chipset: Intel 440FX- 82441FX PMC, Memory: 70656MB, Disk: 30GB Amazon Elastic Block Store, Network: Device 1d0f:ec20 OS: Ubuntu 16.04, Kernel: 4.4.0-1050-aws (x86_64), Compiler: GCC 5.4.0 20160609, File-System: ext4, System Layer: KVM EC2 c5.18xlarge: Processor: 2 x Intel Xeon Platinum 8124M @ 3.00GHz (36 Cores / 72 Threads), Motherboard: Amazon EC2 c5.18xlarge (1.0 BIOS), Chipset: Intel 440FX- 82441FX PMC, Memory: 141312MB, Disk: 30GB Amazon Elastic Block Store, Network: Device 1d0f:ec20 OS: Ubuntu 16.04, Kernel: 4.4.0-1050-aws (x86_64), Compiler: GCC 5.4.0 20160609, File-System: ext4, System Layer: KVM EC2 m5.4xlarge: Processor: Intel Xeon Platinum 8175M @ 2.50GHz (8 Cores / 16 Threads), Motherboard: Amazon EC2 m5.4xlarge (1.0 BIOS), Chipset: Intel 440FX- 82441FX PMC, Memory: 63488MB, Disk: 30GB Amazon Elastic Block Store, Network: Device 1d0f:ec20 OS: Ubuntu 16.04, Kernel: 4.4.0-1050-aws (x86_64), Compiler: GCC 5.4.0 20160609, File-System: ext4, System Layer: KVM EC2 m5.12xlarge: Processor: Intel Xeon Platinum 8175M @ 2.50GHz (24 Cores / 48 Threads), Motherboard: Amazon EC2 m5.12xlarge (1.0 BIOS), Chipset: Intel 440FX- 82441FX PMC, Memory: 189440MB, Disk: 30GB Amazon Elastic Block Store, Network: Device 1d0f:ec20 OS: Ubuntu 16.04, Kernel: 4.4.0-1050-aws (x86_64), Compiler: GCC 5.4.0 20160609, File-System: ext4, System Layer: KVM EC2 m4.10xlarge: Processor: 2 x Intel Xeon E5-2676 v3 @ 3.00GHz (20 Cores / 40 Threads), Motherboard: Xen HVM domU (4.2.amazon BIOS), Chipset: Intel 440FX- 82441FX PMC, Memory: 161792MB, Disk: 28GB, Graphics: Cirrus Logic GD 5446, Network: Intel 82599 Virtual Function OS: Ubuntu 16.04, Kernel: 4.4.0-1050-aws (x86_64), Compiler: GCC 5.4.0 20160609, File-System: ext4, System Layer: Xen HVM domU 4.2.amazon EC2 m4.16xlarge: Processor: 2 x Intel Xeon E5-2686 v4 @ 3.00GHz (32 Cores / 64 Threads), Motherboard: Xen HVM domU (4.2.amazon BIOS), Chipset: Intel 440FX- 82441FX PMC, Memory: 258048MB, Disk: 28GB, Graphics: Cirrus Logic GD 5446, Network: Device 1d0f:ec20 OS: Ubuntu 16.04, Kernel: 4.4.0-1050-aws (x86_64), Compiler: GCC 5.4.0 20160609, File-System: ext4, System Layer: Xen HVM domU 4.2.amazon EC2 m5.large: Processor: Intel Xeon Platinum 8175M @ 2.50GHz (1 Core / 2 Threads), Motherboard: Amazon EC2 m5.large (1.0 BIOS), Chipset: Intel 440FX- 82441FX PMC, Memory: 8192MB, Disk: 30GB Amazon Elastic Block Store, Network: Device 1d0f:ec20 OS: Ubuntu 16.04, Kernel: 4.4.0-1050-aws (x86_64), Compiler: GCC 5.4.0 20160609, File-System: ext4, System Layer: KVM EC2 t2.2xlarge: Processor: Intel Xeon E5-2676 v3 @ 2.39GHz (8 Cores), Motherboard: Xen HVM domU (4.2.amazon BIOS), Chipset: Intel 440FX- 82441FX PMC, Memory: 32768MB, Disk: 28GB, Graphics: Cirrus Logic GD 5446 OS: Ubuntu 16.04, Kernel: 4.4.0-1050-aws (x86_64), Compiler: GCC 5.4.0 20160609, File-System: ext4, System Layer: Xen HVM domU 4.2.amazon Google n1-highcpu-8: Processor: Intel Xeon @ 2.30GHz (4 Cores / 8 Threads), Motherboard: Google Compute Engine, Chipset: Intel 440FX- 82441FX PMC, Memory: 8192MB, Disk: 32GB PersistentDisk, Network: Red Hat Virtio device OS: Ubuntu 16.04, Kernel: 4.13.0-1008-gcp (x86_64), Compiler: GCC 5.4.0 20160609, File-System: ext4, System Layer: KVM Google n1-highcpu-16: Processor: Intel Xeon @ 2.30GHz (8 Cores / 16 Threads), Motherboard: Google Compute Engine, Chipset: Intel 440FX- 82441FX PMC, Memory: 15360MB, Disk: 32GB PersistentDisk, Network: Red Hat Virtio device OS: Ubuntu 16.04, Kernel: 4.13.0-1008-gcp (x86_64), Compiler: GCC 5.4.0 20160609, File-System: ext4, System Layer: KVM Google n1-standard-8: Processor: Intel Xeon @ 2.30GHz (4 Cores / 8 Threads), Motherboard: Google Compute Engine, Chipset: Intel 440FX- 82441FX PMC, Memory: 30720MB, Disk: 32GB PersistentDisk, Network: Red Hat Virtio device OS: Ubuntu 16.04, Kernel: 4.13.0-1008-gcp (x86_64), Compiler: GCC 5.4.0 20160609, File-System: ext4, System Layer: KVM Google n1-standard-16: Processor: Intel Xeon @ 2.30GHz (8 Cores / 16 Threads), Motherboard: Google Compute Engine, Chipset: Intel 440FX- 82441FX PMC, Memory: 60416MB, Disk: 11GB PersistentDisk, Network: Red Hat Virtio device OS: Ubuntu 16.04, Kernel: 4.13.0-1008-gcp (x86_64), Compiler: GCC 5.4.0 20160609, File-System: ext4, System Layer: KVM Microsoft Azure D4s v3: Processor: Intel Xeon E5-2673 v3 @ 2.39GHz (2 Cores / 4 Threads), Motherboard: Microsoft Virtual Machine v7.0 (090007 BIOS), Chipset: Intel 440BX/ZX/DX, Memory: 16384MB, Disk: 32GB Virtual Disk + 34GB Virtual Disk, Graphics: Microsoft Hyper-V virtual VGA OS: Ubuntu 16.04, Kernel: 4.13.0-1009-azure (x86_64), Compiler: GCC 5.4.0 20160609, File-System: ext4, Screen Resolution: 1152x864, System Layer: Microsoft Hyper-V Server Microsoft Azure D8s v3: Processor: Intel Xeon E5-2673 v3 @ 2.39GHz (4 Cores / 8 Threads), Motherboard: Microsoft Virtual Machine v7.0 (090007 BIOS), Chipset: Intel 440BX/ZX/DX, Memory: 32768MB, Disk: 32GB Virtual Disk + 69GB Virtual Disk, Graphics: Microsoft Hyper-V virtual VGA OS: Ubuntu 16.04, Kernel: 4.13.0-1009-azure (x86_64), Compiler: GCC 5.4.0 20160609, File-System: ext4, Screen Resolution: 1152x864, System Layer: Microsoft Hyper-V Server Microsoft Azure D16s v3: Processor: Intel Xeon E5-2673 v3 @ 2.39GHz (8 Cores / 16 Threads), Motherboard: Microsoft Virtual Machine v7.0 (090007 BIOS), Chipset: Intel 440BX/ZX/DX, Memory: 64512MB, Disk: 32GB Virtual Disk + 137GB Virtual Disk, Graphics: Microsoft Hyper-V virtual VGA OS: Ubuntu 16.04, Kernel: 4.13.0-1009-azure (x86_64), Compiler: GCC 5.4.0 20160609, File-System: ext4, Screen Resolution: 1152x864, System Layer: Microsoft Hyper-V Server Microsoft Azure D32s v3: Processor: 2 x Intel Xeon E5-2673 v3 @ 2.39GHz (16 Cores / 32 Threads), Motherboard: Microsoft Virtual Machine v7.0 (090007 BIOS), Chipset: Intel 440BX/ZX/DX, Memory: 129024MB, Disk: 32GB Virtual Disk + 275GB Virtual Disk, Graphics: Microsoft Hyper-V virtual VGA OS: Ubuntu 16.04, Kernel: 4.13.0-1009-azure (x86_64), Compiler: GCC 5.4.0 20160609, File-System: ext4, Screen Resolution: 1152x864, System Layer: Microsoft Hyper-V Server Microsoft Azure D64s v3: Processor: 2 x Intel Xeon E5-2673 v4 @ 2.29GHz (32 Cores / 64 Threads), Motherboard: Microsoft Virtual Machine v7.0 (090007 BIOS), Chipset: Intel 440BX/ZX/DX, Memory: 258048MB, Disk: 32GB Virtual Disk + 550GB Virtual Disk, Graphics: Microsoft Hyper-V virtual VGA OS: Ubuntu 16.04, Kernel: 4.13.0-1011-azure (x86_64), Compiler: GCC 5.4.0 20160609, File-System: ext4, Screen Resolution: 1152x864, System Layer: Microsoft Hyper-V Server Microsoft Azure E4s v3: Processor: Intel Xeon E5-2673 v4 @ 2.29GHz (2 Cores / 4 Threads), Motherboard: Microsoft Virtual Machine v7.0 (090007 BIOS), Chipset: Intel 440BX/ZX/DX, Memory: 32768MB, Disk: 32GB Virtual Disk + 69GB Virtual Disk, Graphics: Microsoft Hyper-V virtual VGA OS: Ubuntu 16.04, Kernel: 4.13.0-1009-azure (x86_64), Compiler: GCC 5.4.0 20160609, File-System: ext4, Screen Resolution: 1152x864, System Layer: Microsoft Hyper-V Server Microsoft Azure E32s v3: Processor: 2 x Intel Xeon E5-2673 v4 @ 2.29GHz (16 Cores / 32 Threads), Motherboard: Microsoft Virtual Machine v7.0 (090007 BIOS), Chipset: Intel 440BX/ZX/DX, Memory: 258048MB, Disk: 32GB Virtual Disk + 550GB Virtual Disk, Graphics: Microsoft Hyper-V virtual VGA OS: Ubuntu 16.04, Kernel: 4.13.0-1011-azure (x86_64), Compiler: GCC 5.4.0 20160609, File-System: ext4, Screen Resolution: 1152x864, System Layer: Microsoft Hyper-V Server Microsoft Azure F8s v2: Processor: Intel Xeon Platinum 8168 @ 2.69GHz (4 Cores / 8 Threads), Motherboard: Microsoft Virtual Machine v7.0 (090007 BIOS), Chipset: Intel 440BX/ZX/DX, Memory: 16384MB, Disk: 32GB Virtual Disk + 69GB Virtual Disk, Graphics: Microsoft Hyper-V virtual VGA OS: Ubuntu 16.04, Kernel: 4.13.0-1011-azure (x86_64), Compiler: GCC 5.4.0 20160609, File-System: ext4, Screen Resolution: 1152x864, System Layer: Microsoft Hyper-V Server Hetzner CX51: Processor: Intel Xeon @ 2.10GHz (8 Cores), Motherboard: Hetzner vServer v20171111, Memory: 16384 MB + 15616 MB RAM, Disk: 246GB QEMU HDD, Graphics: bochsdrmfb OS: Debian 9.3, Kernel: 4.9.0-5-amd64 (x86_64), Compiler: GCC 6.3.0 20170516, File-System: ext4, Screen Resolution: 1024x768, System Layer: KVM 7-Zip Compression 9.20.1 Compress Speed Test MIPS > Higher Is Better EC2 c4.8xlarge .......... 78087 |====================== EC2 c5.9xlarge .......... 91933 |========================== EC2 c5.18xlarge ......... 160822 |============================================= EC2 m5.4xlarge .......... 36642 |========== EC2 m5.12xlarge ......... 112699 |================================ EC2 m4.10xlarge ......... 75762 |===================== EC2 m4.16xlarge ......... 115598 |================================ EC2 m5.large ............ 5090 |= EC2 t2.2xlarge .......... 23917 |======= Google n1-highcpu-8 ..... 14996 |==== Google n1-highcpu-16 .... 30253 |======== Google n1-standard-8 .... 16136 |===== Google n1-standard-16 ... 30229 |======== Microsoft Azure D4s v3 .. 9144 |=== Microsoft Azure D8s v3 .. 17015 |===== Microsoft Azure D16s v3 . 30273 |======== Microsoft Azure D32s v3 . 57028 |================ Microsoft Azure D64s v3 . 97549 |=========================== Microsoft Azure E4s v3 .. 8708 |== Microsoft Azure E32s v3 . 56544 |================ Microsoft Azure F8s v2 .. 21252 |====== Hetzner CX51 ............ 23608 |======= 7-Zip Compression 9.20.1 Performance / Cost - Compress Speed Test MIPS Per Dollar > Higher Is Better EC2 c4.8xlarge .......... 1561740.00 |===================== EC2 c5.9xlarge .......... 2298325.00 |=============================== EC2 c5.18xlarge ......... 1462018.18 |==================== EC2 m5.4xlarge .......... 1832100.00 |========================= EC2 m5.12xlarge ......... 1609985.71 |====================== EC2 m4.10xlarge ......... 1082314.29 |=============== EC2 m4.16xlarge ......... 770653.33 |========== EC2 t2.2xlarge .......... 2391700.00 |================================ Google n1-highcpu-8 ..... 1499600.00 |==================== Google n1-highcpu-16 .... 3025300.00 |========================================= Google n1-standard-8 .... 1613600.00 |====================== Google n1-standard-16 ... 1511450.00 |==================== Microsoft Azure D4s v3 .. 914400.00 |============ Microsoft Azure D8s v3 .. 1701500.00 |======================= Microsoft Azure D16s v3 . 1513650.00 |===================== Microsoft Azure D32s v3 . 950466.67 |============= Microsoft Azure D64s v3 . 750376.92 |========== Microsoft Azure E4s v3 .. 870800.00 |============ Microsoft Azure E32s v3 . 706800.00 |========== Microsoft Azure F8s v2 .. 2125200.00 |============================= AOBench Size: 2048 x 2048 - Total Time Seconds < Lower Is Better EC2 c4.8xlarge .......... 55.39 |================================== EC2 c5.9xlarge .......... 58.70 |==================================== EC2 c5.18xlarge ......... 58.42 |==================================== EC2 m5.4xlarge .......... 65.48 |======================================== EC2 m5.12xlarge ......... 66.21 |========================================= EC2 m4.10xlarge ......... 67.24 |========================================= EC2 m4.16xlarge ......... 64.56 |======================================== EC2 m5.large ............ 65.51 |======================================== EC2 t2.2xlarge .......... 62.18 |====================================== Google n1-highcpu-8 ..... 74.77 |============================================== Google n1-highcpu-16 .... 74.22 |============================================== Google n1-standard-8 .... 73.65 |============================================= Google n1-standard-16 ... 72.86 |============================================= Microsoft Azure D4s v3 .. 68.85 |========================================== Microsoft Azure D8s v3 .. 67.42 |========================================= Microsoft Azure D16s v3 . 69.50 |=========================================== Microsoft Azure D32s v3 . 67.28 |========================================= Microsoft Azure D64s v3 . 56.84 |=================================== Microsoft Azure E4s v3 .. 65.32 |======================================== Microsoft Azure E32s v3 . 63.81 |======================================= Microsoft Azure F8s v2 .. 60.80 |===================================== Hetzner CX51 ............ 68.10 |========================================== AOBench Performance / Cost - Size: 2048 x 2048 - Total Time Seconds x Dollar < Lower Is Better EC2 c4.8xlarge .......... 4.43 |================== EC2 c5.9xlarge .......... 4.70 |=================== EC2 c5.18xlarge ......... 8.76 |=================================== EC2 m5.4xlarge .......... 2.62 |========== EC2 m5.12xlarge ......... 8.61 |================================== EC2 m4.10xlarge ......... 7.40 |============================= EC2 m4.16xlarge ......... 11.62 |============================================== EC2 m5.large ............ 0.66 |=== EC2 t2.2xlarge .......... 1.24 |===== Google n1-highcpu-8 ..... 0.75 |=== Google n1-highcpu-16 .... 2.23 |========= Google n1-standard-8 .... 1.47 |====== Google n1-standard-16 ... 2.19 |========= Microsoft Azure D4s v3 .. 0.69 |=== Microsoft Azure D8s v3 .. 1.35 |===== Microsoft Azure D16s v3 . 3.48 |============== Microsoft Azure D32s v3 . 6.06 |======================== Microsoft Azure D64s v3 . 8.53 |================================== Microsoft Azure E4s v3 .. 1.96 |======== Microsoft Azure E32s v3 . 7.66 |============================== Microsoft Azure F8s v2 .. 1.22 |===== C-Ray 1.1 Total Time Seconds < Lower Is Better EC2 c4.8xlarge .......... 6.09 |== EC2 c5.9xlarge .......... 11.00 |=== EC2 c5.18xlarge ......... 5.72 |== EC2 m5.4xlarge .......... 29.48 |========= EC2 m5.12xlarge ......... 9.94 |=== EC2 m4.10xlarge ......... 6.46 |== EC2 m4.16xlarge ......... 4.16 |= EC2 m5.large ............ 152.07 |============================================= EC2 t2.2xlarge .......... 16.52 |===== Google n1-highcpu-8 ..... 40.08 |============ Google n1-highcpu-16 .... 20.84 |====== Google n1-standard-8 .... 39.77 |============ Google n1-standard-16 ... 20.76 |====== Microsoft Azure D4s v3 .. 63.05 |=================== Microsoft Azure D8s v3 .. 31.97 |========= Microsoft Azure D16s v3 . 16.49 |===== Microsoft Azure D32s v3 . 8.16 |== Microsoft Azure D64s v3 . 5.15 |== Microsoft Azure E4s v3 .. 63.95 |=================== Microsoft Azure E32s v3 . 8.46 |=== Microsoft Azure F8s v2 .. 53.48 |================ Hetzner CX51 ............ 14.90 |==== C-Ray 1.1 Performance / Cost - Total Time Seconds x Dollar < Lower Is Better EC2 c4.8xlarge .......... 0.06 |= EC2 c5.9xlarge .......... 0.22 |===== EC2 c5.18xlarge ......... 0.11 |=== EC2 m5.4xlarge .......... 0.59 |============== EC2 m5.12xlarge ......... 0.20 |===== EC2 m4.10xlarge ......... 0.06 |= EC2 m4.16xlarge ......... 0.08 |== EC2 m5.large ............ 1.52 |===================================== EC2 t2.2xlarge .......... 0.17 |==== Google n1-highcpu-8 ..... 0.40 |========== Google n1-highcpu-16 .... 0.21 |===== Google n1-standard-8 .... 0.40 |========== Google n1-standard-16 ... 0.21 |===== Microsoft Azure D4s v3 .. 0.63 |=============== Microsoft Azure D8s v3 .. 0.32 |======== Microsoft Azure D16s v3 . 0.16 |==== Microsoft Azure D32s v3 . 0.08 |== Microsoft Azure D64s v3 . 0.10 |== Microsoft Azure E4s v3 .. 1.92 |=============================================== Microsoft Azure E32s v3 . 0.17 |==== Microsoft Azure F8s v2 .. 1.07 |========================== Cost To Run Tests Cost / Price Per Hour Cost / Price Per Hour < Lower Is Better EC2 c4.8xlarge .......... 1.35 |===================== EC2 c5.9xlarge .......... 1.28 |==================== EC2 c5.18xlarge ......... 2.43 |====================================== EC2 m5.4xlarge .......... 0.89 |============== EC2 m5.12xlarge ......... 2.00 |=============================== EC2 m4.10xlarge ......... 1.86 |============================= EC2 m4.16xlarge ......... 2.81 |============================================ EC2 m5.large ............ 0.34 |===== Google n1-highcpu-8 ..... 0.32 |===== Google n1-highcpu-16 .... 0.48 |======== Google n1-standard-8 .... 0.41 |====== Google n1-standard-16 ... 0.63 |========== Microsoft Azure D4s v3 .. 0.47 |======= Microsoft Azure D8s v3 .. 0.61 |========== Microsoft Azure D16s v3 . 0.96 |=============== Microsoft Azure D32s v3 . 1.59 |========================= Microsoft Azure D64s v3 . 2.99 |=============================================== Microsoft Azure E4s v3 .. 1.20 |=================== Microsoft Azure E32s v3 . 2.19 |================================== Microsoft Azure F8s v2 .. 0.49 |======== Crafty 25.2 Elapsed Time Nodes Per Second > Higher Is Better EC2 c4.8xlarge .......... 6480104 |========================================= EC2 c5.9xlarge .......... 6968801 |============================================ EC2 c5.18xlarge ......... 6974942 |============================================ EC2 m5.4xlarge .......... 6023992 |====================================== EC2 m5.12xlarge ......... 6372596 |======================================== EC2 m4.10xlarge ......... 5369651 |================================== EC2 m4.16xlarge ......... 5378062 |================================== EC2 m5.large ............ 5691579 |==================================== EC2 t2.2xlarge .......... 5824045 |===================================== Google n1-highcpu-8 ..... 4839203 |=============================== Google n1-highcpu-16 .... 4932898 |=============================== Google n1-standard-8 .... 5040959 |================================ Google n1-standard-16 ... 5253687 |================================= Microsoft Azure D4s v3 .. 5106438 |================================ Microsoft Azure D8s v3 .. 5201506 |================================= Microsoft Azure D16s v3 . 5032857 |================================ Microsoft Azure D32s v3 . 5120858 |================================ Microsoft Azure D64s v3 . 5985875 |====================================== Microsoft Azure E4s v3 .. 5042429 |================================ Microsoft Azure E32s v3 . 5029618 |================================ Microsoft Azure F8s v2 .. 6562714 |========================================= Hetzner CX51 ............ 5320647 |================================== Crafty 25.2 Performance / Cost - Elapsed Time Nodes Per Second Per Dollar > Higher Is Better EC2 c4.8xlarge .......... 162002600.00 |========== EC2 c5.9xlarge .......... 174220025.00 |========== EC2 c5.18xlarge ......... 87186775.00 |===== EC2 m5.4xlarge .......... 301199600.00 |================== EC2 m5.12xlarge ......... 106209933.33 |====== EC2 m4.10xlarge ......... 89494183.33 |===== EC2 m4.16xlarge ......... 53780620.00 |=== EC2 t2.2xlarge .......... 582404500.00 |=================================== Google n1-highcpu-8 ..... 483920300.00 |============================= Google n1-highcpu-16 .... 493289800.00 |============================= Google n1-standard-8 .... 504095900.00 |============================== Google n1-standard-16 ... 262684350.00 |================ Microsoft Azure D4s v3 .. 510643800.00 |============================== Microsoft Azure D8s v3 .. 520150600.00 |=============================== Microsoft Azure D16s v3 . 167761900.00 |========== Microsoft Azure D32s v3 . 102417160.00 |====== Microsoft Azure D64s v3 . 66509722.22 |==== Microsoft Azure E4s v3 .. 252121450.00 |=============== Microsoft Azure E32s v3 . 71851685.71 |==== Microsoft Azure F8s v2 .. 656271400.00 |======================================= Java JMH Throughput Ops/s > Higher Is Better EC2 c4.8xlarge .......... 56603426109.55 |================= EC2 c5.9xlarge .......... 60940889045.98 |================== EC2 c5.18xlarge ......... 121829911181.01 |==================================== EC2 m5.4xlarge .......... 24447443003.95 |======= EC2 m5.12xlarge ......... 74086333554.07 |====================== EC2 m4.10xlarge ......... 52821381652.06 |================ EC2 m4.16xlarge ......... 84002323902.87 |========================= EC2 m5.large ............ 3178036199.44 |= EC2 t2.2xlarge .......... 4217431038.72 |= Google n1-highcpu-8 ..... 10642422187.43 |=== Google n1-highcpu-16 .... 21349296898.72 |====== Google n1-standard-8 .... 10676070774.18 |=== Google n1-standard-16 ... 21381785010.72 |====== Microsoft Azure D4s v3 .. 5267511004.58 |== Microsoft Azure D8s v3 .. 10474890150.44 |=== Microsoft Azure D16s v3 . 20355987704.49 |====== Microsoft Azure D32s v3 . 41237574200.22 |============ Microsoft Azure D64s v3 . 79724759013.03 |======================== Microsoft Azure E4s v3 .. 5147334632.54 |== Microsoft Azure E32s v3 . 39975500322.53 |============ Microsoft Azure F8s v2 .. 13410992384.58 |==== Hetzner CX51 ............ 21119053495.50 |====== Java JMH Performance / Cost - Throughput Ops/s Per Dollar > Higher Is Better EC2 c4.8xlarge .......... 314463478386.39 |===================== EC2 c5.9xlarge .......... 338560494699.89 |======================= EC2 c5.18xlarge ......... 338416419947.25 |======================= EC2 m5.4xlarge .......... 271638255599.44 |================== EC2 m5.12xlarge ......... 274393827978.04 |=================== EC2 m4.10xlarge ......... 229658181095.91 |================ EC2 m4.16xlarge ......... 221058747112.82 |=============== EC2 m5.large ............ 317803619944.00 |====================== EC2 t2.2xlarge .......... 105435775968.00 |======= Google n1-highcpu-8 ..... 532121109371.50 |==================================== Google n1-highcpu-16 .... 426985937974.40 |============================= Google n1-standard-8 .... 355869025806.00 |======================== Google n1-standard-16 ... 356363083512.00 |======================== Microsoft Azure D4s v3 .. 263375550229.00 |================== Microsoft Azure D8s v3 .. 261872253761.00 |================== Microsoft Azure D16s v3 . 226177641161.00 |=============== Microsoft Azure D32s v3 . 229097634445.67 |=============== Microsoft Azure D64s v3 . 181192634120.52 |============ Microsoft Azure E4s v3 .. 85788910542.33 |====== Microsoft Azure E32s v3 . 159902001290.12 |=========== Microsoft Azure F8s v2 .. 335274809614.50 |======================= John The Ripper 1.8.0 Test: Blowfish Real C/S > Higher Is Better EC2 c4.8xlarge .......... 25341 |=================== EC2 c5.9xlarge .......... 30593 |======================= EC2 c5.18xlarge ......... 60305 |============================================== EC2 m5.4xlarge .......... 12094 |========= EC2 m5.12xlarge ......... 37069 |============================ EC2 m4.10xlarge ......... 23632 |================== EC2 m4.16xlarge ......... 39091 |============================== EC2 m5.large ............ 1562 |= EC2 t2.2xlarge .......... 6067 |===== Google n1-highcpu-8 ..... 5256 |==== Google n1-highcpu-16 .... 10501 |======== Google n1-standard-8 .... 5311 |==== Google n1-standard-16 ... 10649 |======== Microsoft Azure D4s v3 .. 2323 |== Microsoft Azure D8s v3 .. 4621 |==== Microsoft Azure D16s v3 . 8016 |====== Microsoft Azure D32s v3 . 13792 |=========== Microsoft Azure D64s v3 . 14237 |=========== Microsoft Azure E4s v3 .. 2419 |== Microsoft Azure E32s v3 . 13878 |=========== Microsoft Azure F8s v2 .. 5912 |===== Hetzner CX51 ............ 6445 |===== John The Ripper 1.8.0 Performance / Cost - Test: Blowfish Real C/S Per Dollar > Higher Is Better EC2 c4.8xlarge .......... 281566.67 |====================== EC2 c5.9xlarge .......... 339922.22 |=========================== EC2 c5.18xlarge ......... 354735.29 |============================ EC2 m5.4xlarge .......... 302350.00 |======================== EC2 m5.12xlarge ......... 285146.15 |======================= EC2 m4.10xlarge ......... 214836.36 |================= EC2 m4.16xlarge ......... 217172.22 |================= EC2 m5.large ............ 156200.00 |============ EC2 t2.2xlarge .......... 303350.00 |======================== Google n1-highcpu-8 ..... 525600.00 |========================================== Google n1-highcpu-16 .... 525050.00 |========================================== Google n1-standard-8 .... 531100.00 |========================================== Google n1-standard-16 ... 354966.67 |============================ Microsoft Azure D4s v3 .. 232300.00 |================== Microsoft Azure D8s v3 .. 231050.00 |================== Microsoft Azure D16s v3 . 200400.00 |================ Microsoft Azure D32s v3 . 153244.44 |============ Microsoft Azure D64s v3 . 79094.44 |====== Microsoft Azure E4s v3 .. 80633.33 |====== Microsoft Azure E32s v3 . 115650.00 |========= Microsoft Azure F8s v2 .. 295600.00 |======================= LAME MP3 Encoding 3.100 WAV To MP3 Seconds < Lower Is Better EC2 c4.8xlarge .......... 37.62 |==================================== EC2 c5.9xlarge .......... 35.63 |================================== EC2 c5.18xlarge ......... 35.62 |================================== EC2 m5.4xlarge .......... 43.90 |========================================== EC2 m5.12xlarge ......... 43.57 |========================================== EC2 m4.10xlarge ......... 45.51 |============================================ EC2 m4.16xlarge ......... 45.22 |=========================================== EC2 m5.large ............ 41.09 |======================================= EC2 t2.2xlarge .......... 42.12 |======================================== Google n1-highcpu-8 ..... 45.81 |============================================ Google n1-highcpu-16 .... 45.56 |============================================ Google n1-standard-8 .... 44.72 |=========================================== Google n1-standard-16 ... 44.85 |=========================================== Microsoft Azure D4s v3 .. 46.62 |============================================= Microsoft Azure D8s v3 .. 45.77 |============================================ Microsoft Azure D16s v3 . 47.04 |============================================= Microsoft Azure D32s v3 . 45.88 |============================================ Microsoft Azure D64s v3 . 41.01 |======================================= Microsoft Azure E4s v3 .. 46.44 |============================================= Microsoft Azure E32s v3 . 43.77 |========================================== Microsoft Azure F8s v2 .. 40.51 |======================================= Hetzner CX51 ............ 47.95 |============================================== LAME MP3 Encoding 3.100 Performance / Cost - WAV To MP3 Seconds x Dollar < Lower Is Better EC2 c4.8xlarge .......... 1.88 |================ EC2 c5.9xlarge .......... 1.78 |=============== EC2 c5.18xlarge ......... 3.21 |============================ EC2 m5.4xlarge .......... 1.32 |=========== EC2 m5.12xlarge ......... 3.92 |================================== EC2 m4.10xlarge ......... 3.64 |================================ EC2 m4.16xlarge ......... 5.43 |=============================================== EC2 t2.2xlarge .......... 0.42 |==== Google n1-highcpu-8 ..... 0.46 |==== Google n1-highcpu-16 .... 0.91 |======== Google n1-standard-8 .... 0.45 |==== Google n1-standard-16 ... 0.90 |======== Microsoft Azure D4s v3 .. 0.47 |==== Microsoft Azure D8s v3 .. 0.92 |======== Microsoft Azure D16s v3 . 1.41 |============ Microsoft Azure D32s v3 . 2.75 |======================== Microsoft Azure D64s v3 . 4.51 |======================================= Microsoft Azure E4s v3 .. 0.93 |======== Microsoft Azure E32s v3 . 3.50 |============================== Microsoft Azure F8s v2 .. 0.41 |==== NAS Parallel Benchmarks 3.3 Test / Class: EP.C Total Mop/s > Higher Is Better EC2 c4.8xlarge .......... 673.14 |============ EC2 c5.9xlarge .......... 1256.19 |====================== EC2 c5.18xlarge ......... 2512.81 |============================================ EC2 m5.4xlarge .......... 459.35 |======== EC2 m5.12xlarge ......... 1385.49 |======================== EC2 m4.10xlarge ......... 627.62 |=========== EC2 m4.16xlarge ......... 1034.94 |================== EC2 m5.large ............ 60.99 |= EC2 t2.2xlarge .......... 146.20 |=== Google n1-highcpu-8 ..... 235.75 |==== Google n1-highcpu-16 .... 464.55 |======== Google n1-standard-8 .... 233.87 |==== Google n1-standard-16 ... 477.95 |======== Microsoft Azure D4s v3 .. 64.00 |= Microsoft Azure D8s v3 .. 125.37 |== Microsoft Azure D16s v3 . 243.00 |==== Microsoft Azure D32s v3 . 487.26 |========= Microsoft Azure D64s v3 . 996.94 |================= Microsoft Azure E4s v3 .. 64.90 |= Microsoft Azure E32s v3 . 495.73 |========= Microsoft Azure F8s v2 .. 256.23 |==== NAS Parallel Benchmarks 3.3 Performance / Cost - Test / Class: EP.C Total Mop/s Per Dollar > Higher Is Better EC2 c4.8xlarge .......... 33657.00 |====== EC2 c5.9xlarge .......... 125619.00 |===================== EC2 c5.18xlarge ......... 251281.00 |========================================== EC2 m5.4xlarge .......... 45935.00 |======== EC2 m5.12xlarge ......... 69274.50 |============ EC2 m4.10xlarge ......... 20920.67 |=== EC2 m4.16xlarge ......... 34498.00 |====== EC2 m5.large ............ 6099.00 |= EC2 t2.2xlarge .......... 7310.00 |= Google n1-highcpu-8 ..... 23575.00 |==== Google n1-highcpu-16 .... 46455.00 |======== Google n1-standard-8 .... 23387.00 |==== Google n1-standard-16 ... 47795.00 |======== Microsoft Azure D4s v3 .. 3200.00 |= Microsoft Azure D8s v3 .. 6268.50 |= Microsoft Azure D16s v3 . 12150.00 |== Microsoft Azure D32s v3 . 24363.00 |==== Microsoft Azure D64s v3 . 24923.50 |==== Microsoft Azure E4s v3 .. 1081.67 | Microsoft Azure E32s v3 . 16524.33 |=== Microsoft Azure F8s v2 .. 25623.00 |==== NGINX Benchmark 1.9.9 Static Web Page Serving Requests Per Second > Higher Is Better EC2 c4.8xlarge .......... 23090.77 |================================= EC2 c5.9xlarge .......... 29999.02 |=========================================== EC2 c5.18xlarge ......... 24619.23 |=================================== EC2 m5.4xlarge .......... 20160.69 |============================= EC2 m5.12xlarge ......... 25555.24 |===================================== EC2 m4.10xlarge ......... 21579.29 |=============================== EC2 m4.16xlarge ......... 21410.50 |=============================== EC2 m5.large ............ 12132.51 |================= EC2 t2.2xlarge .......... 18175.24 |========================== Google n1-highcpu-8 ..... 21203.08 |============================== Google n1-highcpu-16 .... 24005.34 |================================== Google n1-standard-8 .... 25255.90 |==================================== Google n1-standard-16 ... 26556.48 |====================================== Microsoft Azure D4s v3 .. 14328.83 |===================== Microsoft Azure D8s v3 .. 15431.68 |====================== Microsoft Azure D16s v3 . 13495.31 |=================== Microsoft Azure D32s v3 . 13352.91 |=================== Microsoft Azure D64s v3 . 12687.56 |================== Microsoft Azure E4s v3 .. 15480.88 |====================== Microsoft Azure E32s v3 . 12574.34 |================== Microsoft Azure F8s v2 .. 16486.68 |======================== Hetzner CX51 ............ 28620.67 |========================================= NGINX Benchmark 1.9.9 Performance / Cost - Static Web Page Serving Requests Per Second Per Dollar > Higher Is Better EC2 c4.8xlarge .......... 192423.08 |====== EC2 c5.9xlarge .......... 333322.44 |=========== EC2 c5.18xlarge ......... 111905.59 |==== EC2 m5.4xlarge .......... 288009.86 |========= EC2 m5.12xlarge ......... 159720.25 |===== EC2 m4.10xlarge ......... 126937.00 |==== EC2 m4.16xlarge ......... 79298.15 |=== EC2 m5.large ............ 1213251.00 |======================================= EC2 t2.2xlarge .......... 454381.00 |=============== Google n1-highcpu-8 ..... 1060154.00 |================================== Google n1-highcpu-16 .... 800178.00 |========================== Google n1-standard-8 .... 1262795.00 |========================================= Google n1-standard-16 ... 663912.00 |====================== Microsoft Azure D4s v3 .. 716441.50 |======================= Microsoft Azure D8s v3 .. 385792.00 |============= Microsoft Azure D16s v3 . 134953.10 |==== Microsoft Azure D32s v3 . 74182.83 |== Microsoft Azure D64s v3 . 30208.48 |= Microsoft Azure E4s v3 .. 258014.67 |======== Microsoft Azure E32s v3 . 43359.79 |= Microsoft Azure F8s v2 .. 412167.00 |============= Open FMM Nero2D 2.0.2 Total Time Seconds < Lower Is Better EC2 c4.8xlarge .......... 36.91 |=== EC2 c5.9xlarge .......... 60.15 |===== EC2 c5.18xlarge ......... 32.19 |=== EC2 m5.4xlarge .......... 115.44 |========== EC2 m5.12xlarge ......... 48.78 |==== EC2 m4.10xlarge ......... 41.18 |=== EC2 m4.16xlarge ......... 26.13 |== EC2 m5.large ............ 534.08 |============================================= EC2 t2.2xlarge .......... 87.04 |======= Google n1-highcpu-8 ..... 198.33 |================= Google n1-highcpu-16 .... 130.21 |=========== Google n1-standard-8 .... 193.69 |================ Google n1-standard-16 ... 126.67 |=========== Microsoft Azure D4s v3 .. 391.21 |================================= Microsoft Azure D8s v3 .. 177.01 |=============== Microsoft Azure D16s v3 . 100.00 |======== Microsoft Azure D32s v3 . 57.39 |===== Microsoft Azure D64s v3 . 34.06 |=== Microsoft Azure E4s v3 .. 351.83 |============================== Microsoft Azure E32s v3 . 52.48 |==== Microsoft Azure F8s v2 .. 174.93 |=============== Open FMM Nero2D 2.0.2 Performance / Cost - Total Time Seconds x Dollar < Lower Is Better EC2 c4.8xlarge .......... 1.85 |== EC2 c5.9xlarge .......... 4.81 |==== EC2 c5.18xlarge ......... 2.90 |=== EC2 m5.4xlarge .......... 8.08 |======= EC2 m5.12xlarge ......... 4.88 |==== EC2 m4.10xlarge ......... 2.88 |=== EC2 m4.16xlarge ......... 1.83 |== EC2 m5.large ............ 21.36 |=================== EC2 t2.2xlarge .......... 2.61 |== Google n1-highcpu-8 ..... 5.95 |===== Google n1-highcpu-16 .... 5.21 |===== Google n1-standard-8 .... 7.75 |======= Google n1-standard-16 ... 7.60 |======= Microsoft Azure D4s v3 .. 23.47 |==================== Microsoft Azure D8s v3 .. 10.62 |========= Microsoft Azure D16s v3 . 6.00 |===== Microsoft Azure D32s v3 . 4.59 |==== Microsoft Azure D64s v3 . 3.07 |=== Microsoft Azure E4s v3 .. 52.77 |============================================== Microsoft Azure E32s v3 . 5.25 |===== Microsoft Azure F8s v2 .. 8.75 |======== OpenSSL 1.1.0f RSA 4096-bit Performance Signs Per Second > Higher Is Better EC2 c4.8xlarge .......... 2579.57 |============ EC2 c5.9xlarge .......... 4671.50 |====================== EC2 c5.18xlarge ......... 9303.67 |============================================ EC2 m5.4xlarge .......... 1860.93 |========= EC2 m5.12xlarge ......... 5669.13 |=========================== EC2 m4.10xlarge ......... 2410.57 |=========== EC2 m4.16xlarge ......... 3962.67 |=================== EC2 m5.large ............ 242.00 |= EC2 t2.2xlarge .......... 174.83 |= Google n1-highcpu-8 ..... 540.70 |=== Google n1-highcpu-16 .... 1078.87 |===== Google n1-standard-8 .... 554.97 |=== Google n1-standard-16 ... 1091.73 |===== Microsoft Azure D4s v3 .. 242.10 |= Microsoft Azure D8s v3 .. 478.40 |== Microsoft Azure D16s v3 . 929.47 |==== Microsoft Azure D32s v3 . 1889.00 |========= Microsoft Azure D64s v3 . 5826.23 |============================ Microsoft Azure E4s v3 .. 376.40 |== Microsoft Azure E32s v3 . 2893.60 |============== Microsoft Azure F8s v2 .. 1017.47 |===== Hetzner CX51 ............ 1537.83 |======= OpenSSL 1.1.0f Performance / Cost - RSA 4096-bit Performance Signs Per Second Per Dollar > Higher Is Better EC2 c4.8xlarge .......... 85985.67 |=================== EC2 c5.9xlarge .......... 155716.67 |=================================== EC2 c5.18xlarge ......... 155061.17 |=================================== EC2 m5.4xlarge .......... 186093.00 |========================================== EC2 m5.12xlarge ......... 141728.25 |================================ EC2 m4.10xlarge ......... 60264.25 |============== EC2 m4.16xlarge ......... 66044.50 |=============== EC2 t2.2xlarge .......... 17483.00 |==== Google n1-highcpu-16 .... 107887.00 |======================== Google n1-standard-16 ... 109173.00 |========================= Microsoft Azure D8s v3 .. 47840.00 |=========== Microsoft Azure D16s v3 . 92947.00 |===================== Microsoft Azure D32s v3 . 62966.67 |============== Microsoft Azure D64s v3 . 116524.60 |========================== Microsoft Azure E4s v3 .. 37640.00 |======== Microsoft Azure E32s v3 . 72340.00 |================ Microsoft Azure F8s v2 .. 101747.00 |======================= Parboil 2.5 Test: OpenMP CUTCP Seconds < Lower Is Better EC2 c4.8xlarge .......... 4.39 |== EC2 c5.9xlarge .......... 6.17 |=== EC2 c5.18xlarge ......... 3.75 |== EC2 m5.4xlarge .......... 16.11 |======== EC2 m5.12xlarge ......... 5.80 |=== EC2 m4.10xlarge ......... 4.63 |== EC2 m4.16xlarge ......... 3.18 |= EC2 m5.large ............ 98.07 |============================================== EC2 t2.2xlarge .......... 11.46 |===== Google n1-highcpu-8 ..... 27.80 |============= Google n1-highcpu-16 .... 14.16 |======= Google n1-standard-8 .... 27.54 |============= Google n1-standard-16 ... 14.16 |======= Microsoft Azure D4s v3 .. 37.92 |================== Microsoft Azure D8s v3 .. 19.56 |========= Microsoft Azure D16s v3 . 10.35 |===== Microsoft Azure D32s v3 . 5.65 |=== Microsoft Azure D64s v3 . 3.25 |== Microsoft Azure E4s v3 .. 37.25 |================= Microsoft Azure E32s v3 . 5.71 |=== Microsoft Azure F8s v2 .. 28.33 |============= Hetzner CX51 ............ 10.59 |===== Parboil 2.5 Performance / Cost - Test: OpenMP CUTCP Seconds x Dollar < Lower Is Better EC2 c4.8xlarge .......... 0.04 |== EC2 c5.9xlarge .......... 0.06 |=== EC2 c5.18xlarge ......... 0.04 |== EC2 m5.4xlarge .......... 0.16 |======== EC2 m5.12xlarge ......... 0.06 |=== EC2 m4.10xlarge ......... 0.05 |== EC2 m4.16xlarge ......... 0.03 |= EC2 m5.large ............ 0.98 |=============================================== Google n1-highcpu-16 .... 0.14 |======= Google n1-standard-8 .... 0.28 |============= Google n1-standard-16 ... 0.14 |======= Microsoft Azure D4s v3 .. 0.38 |================== Microsoft Azure D8s v3 .. 0.20 |========== Microsoft Azure D16s v3 . 0.10 |===== Microsoft Azure D32s v3 . 0.06 |=== Microsoft Azure D64s v3 . 0.07 |=== Microsoft Azure E4s v3 .. 0.75 |==================================== Microsoft Azure E32s v3 . 0.06 |=== Microsoft Azure F8s v2 .. 0.28 |============= POV-Ray 3.7.0.7 Trace Time Seconds < Lower Is Better EC2 c4.8xlarge .......... 35.08 |=== EC2 c5.9xlarge .......... 32.35 |== EC2 c5.18xlarge ......... 17.74 |= EC2 m5.4xlarge .......... 87.10 |====== EC2 m5.12xlarge ......... 29.87 |== EC2 m4.10xlarge ......... 37.44 |=== EC2 m4.16xlarge ......... 24.12 |== EC2 m5.large ............ 617.28 |============================================= EC2 t2.2xlarge .......... 563.33 |========================================= Google n1-highcpu-8 ..... 152.93 |=========== Google n1-highcpu-16 .... 75.87 |====== Google n1-standard-8 .... 150.53 |=========== Google n1-standard-16 ... 75.92 |====== Microsoft Azure D4s v3 .. 346.10 |========================= Microsoft Azure D8s v3 .. 172.17 |============= Microsoft Azure D16s v3 . 89.86 |======= Microsoft Azure D32s v3 . 45.72 |=== Microsoft Azure D64s v3 . 25.87 |== Microsoft Azure E4s v3 .. 378.52 |============================ Microsoft Azure E32s v3 . 48.85 |==== Microsoft Azure F8s v2 .. 163.10 |============ POV-Ray 3.7.0.7 Performance / Cost - Trace Time Seconds x Dollar < Lower Is Better EC2 c4.8xlarge .......... 1.75 |= EC2 c5.9xlarge .......... 1.62 |= EC2 c5.18xlarge ......... 1.06 | EC2 m5.4xlarge .......... 5.23 |== EC2 m5.12xlarge ......... 2.09 |= EC2 m4.10xlarge ......... 2.62 |= EC2 m4.16xlarge ......... 1.93 |= EC2 m5.large ............ 30.86 |============== EC2 t2.2xlarge .......... 101.40 |============================================= Google n1-highcpu-8 ..... 4.59 |== Google n1-highcpu-16 .... 2.28 |= Google n1-standard-8 .... 4.52 |== Google n1-standard-16 ... 3.04 |= Microsoft Azure D4s v3 .. 20.77 |========= Microsoft Azure D8s v3 .. 10.33 |===== Microsoft Azure D16s v3 . 5.39 |== Microsoft Azure D32s v3 . 2.74 |= Microsoft Azure D64s v3 . 2.07 |= Microsoft Azure E4s v3 .. 60.56 |=========================== Microsoft Azure E32s v3 . 4.89 |== Microsoft Azure F8s v2 .. 8.16 |==== PyBench 2008-08-14 Total For Average Test Times Milliseconds < Lower Is Better EC2 c4.8xlarge .......... 1643 |====================================== EC2 c5.9xlarge .......... 1459 |================================== EC2 c5.18xlarge ......... 1453 |================================== EC2 m5.4xlarge .......... 1637 |====================================== EC2 m5.12xlarge ......... 1604 |====================================== EC2 m4.10xlarge ......... 1987 |=============================================== EC2 m4.16xlarge ......... 1992 |=============================================== EC2 m5.large ............ 1559 |===================================== EC2 t2.2xlarge .......... 1837 |=========================================== Google n1-highcpu-8 ..... 1875 |============================================ Google n1-highcpu-16 .... 1876 |============================================ Google n1-standard-8 .... 1846 |=========================================== Google n1-standard-16 ... 1858 |============================================ Microsoft Azure D4s v3 .. 1965 |============================================== Microsoft Azure D8s v3 .. 1954 |============================================== Microsoft Azure D16s v3 . 2007 |=============================================== Microsoft Azure D32s v3 . 1949 |============================================== Microsoft Azure D64s v3 . 1783 |========================================== Microsoft Azure E4s v3 .. 1959 |============================================== Microsoft Azure E32s v3 . 1843 |=========================================== Microsoft Azure F8s v2 .. 1473 |================================== Hetzner CX51 ............ 1897 |============================================ PyBench 2008-08-14 Performance / Cost - Total For Average Test Times Milliseconds x Dollar < Lower Is Better EC2 c4.8xlarge .......... 82.15 |=============== EC2 c5.9xlarge .......... 58.36 |=========== EC2 c5.18xlarge ......... 130.77 |========================= EC2 m5.4xlarge .......... 32.74 |====== EC2 m5.12xlarge ......... 112.28 |===================== EC2 m4.10xlarge ......... 158.96 |============================== EC2 m4.16xlarge ......... 239.04 |============================================= EC2 t2.2xlarge .......... 18.37 |=== Google n1-highcpu-8 ..... 18.75 |==== Google n1-highcpu-16 .... 18.76 |==== Google n1-standard-8 .... 18.46 |=== Google n1-standard-16 ... 37.16 |======= Microsoft Azure D4s v3 .. 19.65 |==== Microsoft Azure D8s v3 .. 19.54 |==== Microsoft Azure D16s v3 . 60.21 |=========== Microsoft Azure D32s v3 . 116.94 |====================== Microsoft Azure D64s v3 . 196.13 |===================================== Microsoft Azure E4s v3 .. 39.18 |======= Microsoft Azure E32s v3 . 147.44 |============================ Microsoft Azure F8s v2 .. 14.73 |=== PyBench 2018-02-16 Total For Average Test Times Milliseconds < Lower Is Better EC2 c4.8xlarge .......... 1819 |====================================== EC2 c5.9xlarge .......... 1607 |================================== EC2 c5.18xlarge ......... 1609 |================================== EC2 m5.4xlarge .......... 1792 |====================================== EC2 m5.12xlarge ......... 1777 |===================================== EC2 m4.10xlarge ......... 2225 |=============================================== EC2 m4.16xlarge ......... 2239 |=============================================== EC2 m5.large ............ 1721 |==================================== EC2 t2.2xlarge .......... 2044 |=========================================== Google n1-highcpu-8 ..... 2069 |=========================================== Google n1-highcpu-16 .... 2063 |=========================================== Google n1-standard-8 .... 2035 |=========================================== Google n1-standard-16 ... 2036 |=========================================== Microsoft Azure D4s v3 .. 2191 |============================================== Microsoft Azure D8s v3 .. 2193 |============================================== Microsoft Azure D16s v3 . 2201 |============================================== Microsoft Azure D32s v3 . 2183 |============================================== Microsoft Azure D64s v3 . 1986 |========================================== Microsoft Azure E4s v3 .. 2171 |============================================== Microsoft Azure E32s v3 . 2015 |========================================== Microsoft Azure F8s v2 .. 1631 |================================== Hetzner CX51 ............ 1927 |======================================== PyBench 2018-02-16 Performance / Cost - Total For Average Test Times Milliseconds x Dollar < Lower Is Better EC2 c4.8xlarge .......... 109.14 |================ EC2 c5.9xlarge .......... 80.35 |============ EC2 c5.18xlarge ......... 160.90 |======================= EC2 m5.4xlarge .......... 53.76 |======== EC2 m5.12xlarge ......... 142.16 |==================== EC2 m4.10xlarge ......... 200.25 |============================= EC2 m4.16xlarge ......... 313.46 |============================================= EC2 t2.2xlarge .......... 20.44 |=== Google n1-highcpu-8 ..... 20.69 |=== Google n1-highcpu-16 .... 41.26 |====== Google n1-standard-8 .... 20.35 |=== Google n1-standard-16 ... 40.72 |====== Microsoft Azure D4s v3 .. 21.91 |=== Microsoft Azure D8s v3 .. 43.86 |====== Microsoft Azure D16s v3 . 66.03 |========= Microsoft Azure D32s v3 . 152.81 |====================== Microsoft Azure D64s v3 . 238.32 |================================== Microsoft Azure E4s v3 .. 43.42 |====== Microsoft Azure E32s v3 . 181.35 |========================== Microsoft Azure F8s v2 .. 16.31 |== Rodinia 2.4 Test: OpenMP LavaMD Seconds < Lower Is Better EC2 c4.8xlarge .......... 52.79 |=== EC2 c5.9xlarge .......... 44.56 |== EC2 c5.18xlarge ......... 22.77 |= EC2 m5.4xlarge .......... 115.20 |====== EC2 m5.12xlarge ......... 39.53 |== EC2 m4.10xlarge ......... 56.59 |=== EC2 m4.16xlarge ......... 34.10 |== EC2 m5.large ............ 828.97 |============================================= EC2 t2.2xlarge .......... 213.70 |============ Google n1-highcpu-8 ..... 246.30 |============= Google n1-highcpu-16 .... 122.90 |======= Google n1-standard-8 .... 245.74 |============= Google n1-standard-16 ... 123.24 |======= Microsoft Azure D4s v3 .. 550.02 |============================== Microsoft Azure D8s v3 .. 279.78 |=============== Microsoft Azure D16s v3 . 144.60 |======== Microsoft Azure D32s v3 . 72.41 |==== Microsoft Azure D64s v3 . 35.20 |== Microsoft Azure E4s v3 .. 529.89 |============================= Microsoft Azure E32s v3 . 69.61 |==== Microsoft Azure F8s v2 .. 206.12 |=========== Hetzner CX51 ............ 159.08 |========= Rodinia 2.4 Performance / Cost - Test: OpenMP LavaMD Seconds x Dollar < Lower Is Better EC2 c4.8xlarge .......... 3.70 |= EC2 c5.9xlarge .......... 2.67 |= EC2 c5.18xlarge ......... 1.37 |= EC2 m5.4xlarge .......... 8.06 |=== EC2 m5.12xlarge ......... 3.16 |= EC2 m4.10xlarge ......... 5.66 |== EC2 m4.16xlarge ......... 3.41 |= EC2 m5.large ............ 58.03 |====================== EC2 t2.2xlarge .......... 14.96 |====== Google n1-highcpu-8 ..... 9.85 |==== Google n1-highcpu-16 .... 4.92 |== Google n1-standard-8 .... 14.74 |====== Google n1-standard-16 ... 7.39 |=== Microsoft Azure D4s v3 .. 49.50 |=================== Microsoft Azure D8s v3 .. 25.18 |========== Microsoft Azure D16s v3 . 13.01 |===== Microsoft Azure D32s v3 . 6.52 |=== Microsoft Azure D64s v3 . 3.17 |= Microsoft Azure E4s v3 .. 116.58 |============================================= Microsoft Azure E32s v3 . 9.05 |=== Microsoft Azure F8s v2 .. 12.37 |===== Scikit-Learn 0.17.1 Seconds < Lower Is Better EC2 c4.8xlarge .......... 164.09 |=========================== EC2 c5.9xlarge .......... 190.08 |=============================== EC2 c5.18xlarge ......... 190.52 |=============================== EC2 m5.4xlarge .......... 211.86 |=================================== EC2 m5.12xlarge ......... 204.55 |================================== EC2 m4.10xlarge ......... 191.67 |================================ EC2 m4.16xlarge ......... 182.92 |============================== EC2 m5.large ............ 214.77 |=================================== EC2 t2.2xlarge .......... 179.03 |============================== Google n1-highcpu-8 ..... 272.74 |============================================= Google n1-highcpu-16 .... 264.88 |============================================ Google n1-standard-8 .... 260.15 |=========================================== Google n1-standard-16 ... 252.14 |========================================== Microsoft Azure D4s v3 .. 196.96 |================================ Microsoft Azure D8s v3 .. 192.66 |================================ Microsoft Azure D16s v3 . 199.18 |================================= Microsoft Azure D32s v3 . 199.08 |================================= Microsoft Azure D64s v3 . 171.10 |============================ Microsoft Azure E4s v3 .. 187.80 |=============================== Microsoft Azure E32s v3 . 181.49 |============================== Microsoft Azure F8s v2 .. 193.88 |================================ Hetzner CX51 ............ 230.69 |====================================== Scikit-Learn 0.17.1 Performance / Cost - Seconds x Dollar < Lower Is Better EC2 c4.8xlarge .......... 36.10 |================== EC2 c5.9xlarge .......... 45.62 |====================== EC2 c5.18xlarge ......... 93.35 |============================================== EC2 m5.4xlarge .......... 29.66 |=============== EC2 m5.12xlarge ......... 79.77 |======================================= EC2 m4.10xlarge ......... 61.33 |============================== EC2 m4.16xlarge ......... 89.63 |============================================ EC2 m5.large ............ 4.30 |== EC2 t2.2xlarge .......... 10.74 |===== Google n1-highcpu-8 ..... 13.64 |======= Google n1-highcpu-16 .... 23.84 |============ Google n1-standard-8 .... 15.61 |======== Google n1-standard-16 ... 27.74 |============== Microsoft Azure D4s v3 .. 5.91 |=== Microsoft Azure D8s v3 .. 11.56 |====== Microsoft Azure D16s v3 . 25.89 |============= Microsoft Azure D32s v3 . 51.76 |========================== Microsoft Azure D64s v3 . 75.28 |===================================== Microsoft Azure E4s v3 .. 15.02 |======= Microsoft Azure E32s v3 . 58.08 |============================= Microsoft Azure F8s v2 .. 9.69 |===== Timed Linux Kernel Compilation 4.13 Time To Compile Seconds < Lower Is Better EC2 c4.8xlarge .......... 43.51 |=== EC2 c5.9xlarge .......... 37.99 |=== EC2 c5.18xlarge ......... 24.48 |== EC2 m5.4xlarge .......... 85.77 |====== EC2 m5.12xlarge ......... 35.61 |== EC2 m4.10xlarge ......... 45.91 |=== EC2 m4.16xlarge ......... 33.90 |== EC2 m5.large ............ 641.51 |============================================= EC2 t2.2xlarge .......... 106.83 |======= Google n1-highcpu-8 ..... 164.16 |============ Google n1-highcpu-16 .... 83.23 |====== Google n1-standard-8 .... 155.50 |=========== Google n1-standard-16 ... 84.17 |====== Microsoft Azure D4s v3 .. 381.97 |=========================== Microsoft Azure D8s v3 .. 192.60 |============== Microsoft Azure D16s v3 . 119.95 |======== Microsoft Azure D32s v3 . 68.61 |===== Microsoft Azure D64s v3 . 46.99 |=== Microsoft Azure E4s v3 .. 386.80 |=========================== Microsoft Azure E32s v3 . 64.62 |===== Microsoft Azure F8s v2 .. 160.25 |=========== Hetzner CX51 ............ 125.45 |========= Timed Linux Kernel Compilation 4.13 Performance / Cost - Time To Compile Seconds x Dollar < Lower Is Better EC2 c4.8xlarge .......... 3.05 |== EC2 c5.9xlarge .......... 2.28 |== EC2 c5.18xlarge ......... 1.96 |= EC2 m5.4xlarge .......... 5.15 |==== EC2 m5.12xlarge ......... 2.85 |== EC2 m4.10xlarge ......... 4.13 |=== EC2 m4.16xlarge ......... 3.73 |=== EC2 m5.large ............ 32.08 |======================== EC2 t2.2xlarge .......... 4.27 |=== Google n1-highcpu-8 ..... 4.92 |==== Google n1-highcpu-16 .... 2.50 |== Google n1-standard-8 .... 6.22 |===== Google n1-standard-16 ... 3.37 |=== Microsoft Azure D4s v3 .. 22.92 |================= Microsoft Azure D8s v3 .. 11.56 |========= Microsoft Azure D16s v3 . 9.60 |======= Microsoft Azure D32s v3 . 6.86 |===== Microsoft Azure D64s v3 . 6.58 |===== Microsoft Azure E4s v3 .. 61.89 |============================================== Microsoft Azure E32s v3 . 8.40 |====== Microsoft Azure F8s v2 .. 8.01 |====== Timed MAFFT Alignment 6.864 Multiple Sequence Alignment Seconds < Lower Is Better EC2 c4.8xlarge .......... 4.42 |========== EC2 c5.9xlarge .......... 2.72 |====== EC2 c5.18xlarge ......... 4.23 |========== EC2 m5.4xlarge .......... 4.35 |========== EC2 m5.12xlarge ......... 3.18 |======= EC2 m4.10xlarge ......... 5.78 |============= EC2 m4.16xlarge ......... 8.84 |==================== EC2 m5.large ............ 20.00 |============================================== EC2 t2.2xlarge .......... 4.26 |========== Google n1-highcpu-8 ..... 7.44 |================= Google n1-highcpu-16 .... 4.91 |=========== Google n1-standard-8 .... 7.30 |================= Google n1-standard-16 ... 4.96 |=========== Microsoft Azure D4s v3 .. 11.89 |=========================== Microsoft Azure D8s v3 .. 6.61 |=============== Microsoft Azure D16s v3 . 5.88 |============== Microsoft Azure D32s v3 . 6.94 |================ Microsoft Azure D64s v3 . 10.04 |======================= Microsoft Azure E4s v3 .. 11.86 |=========================== Microsoft Azure E32s v3 . 6.80 |================ Microsoft Azure F8s v2 .. 6.33 |=============== Hetzner CX51 ............ 4.52 |========== Timed MAFFT Alignment 6.864 Performance / Cost - Multiple Sequence Alignment Seconds x Dollar < Lower Is Better EC2 c4.8xlarge .......... 0.04 |====== EC2 c5.9xlarge .......... 0.03 |===== EC2 c5.18xlarge ......... 0.04 |====== EC2 m5.12xlarge ......... 0.03 |===== EC2 m4.10xlarge ......... 0.06 |========= EC2 m4.16xlarge ......... 0.27 |========================================== Microsoft Azure D32s v3 . 0.07 |=========== Microsoft Azure D64s v3 . 0.30 |=============================================== Microsoft Azure E4s v3 .. 0.12 |=================== Microsoft Azure E32s v3 . 0.07 |=========== TTSIOD 3D Renderer 2.3a Phong Rendering With Soft-Shadow Mapping FPS > Higher Is Better EC2 c4.8xlarge .......... 419.30 |===================================== EC2 c5.9xlarge .......... 460.27 |========================================= EC2 c5.18xlarge ......... 336.76 |============================== EC2 m5.4xlarge .......... 184.83 |================ EC2 m5.12xlarge ......... 504.82 |============================================= EC2 m4.10xlarge ......... 394.52 |=================================== EC2 m4.16xlarge ......... 465.90 |========================================== EC2 m5.large ............ 26.88 |== EC2 t2.2xlarge .......... 231.07 |===================== Google n1-highcpu-8 ..... 124.66 |=========== Google n1-highcpu-16 .... 234.96 |===================== Google n1-standard-8 .... 129.81 |============ Google n1-standard-16 ... 238.88 |===================== Microsoft Azure D4s v3 .. 74.64 |======= Microsoft Azure D8s v3 .. 142.43 |============= Microsoft Azure D16s v3 . 249.33 |====================== Microsoft Azure D32s v3 . 381.19 |================================== Microsoft Azure D64s v3 . 141.98 |============= Microsoft Azure E4s v3 .. 75.14 |======= Microsoft Azure E32s v3 . 381.87 |================================== Microsoft Azure F8s v2 .. 106.43 |========= Hetzner CX51 ............ 169.40 |=============== TTSIOD 3D Renderer 2.3a Performance / Cost - Phong Rendering With Soft-Shadow Mapping FPS Per Dollar > Higher Is Better EC2 c4.8xlarge .......... 13976.67 |========================= EC2 c5.9xlarge .......... 23013.50 |========================================= EC2 c5.18xlarge ......... 5612.67 |========== EC2 m5.4xlarge .......... 9241.50 |================= EC2 m5.12xlarge ......... 16827.33 |============================== EC2 m4.10xlarge ......... 13150.67 |======================== EC2 m4.16xlarge ......... 9318.00 |================= EC2 m5.large ............ 1344.00 |== EC2 t2.2xlarge .......... 23107.00 |========================================== Google n1-highcpu-8 ..... 12466.00 |====================== Google n1-highcpu-16 .... 23496.00 |========================================== Google n1-standard-8 .... 12981.00 |======================= Google n1-standard-16 ... 23888.00 |=========================================== Microsoft Azure D4s v3 .. 7464.00 |============= Microsoft Azure D8s v3 .. 14243.00 |========================== Microsoft Azure D16s v3 . 12466.50 |====================== Microsoft Azure D32s v3 . 12706.33 |======================= Microsoft Azure D64s v3 . 1290.73 |== Microsoft Azure E4s v3 .. 2504.67 |===== Microsoft Azure E32s v3 . 9546.75 |================= Microsoft Azure F8s v2 .. 5321.50 |========== x264 2018-02-05 H.264 Video Encoding Frames Per Second > Higher Is Better EC2 c4.8xlarge .......... 107.99 |============================ EC2 c5.9xlarge .......... 134.10 |================================== EC2 c5.18xlarge ......... 176.03 |============================================= EC2 m5.4xlarge .......... 55.46 |============== EC2 m5.12xlarge ......... 129.66 |================================= EC2 m4.10xlarge ......... 97.43 |========================= EC2 m4.16xlarge ......... 115.34 |============================= EC2 m5.large ............ 11.02 |=== EC2 t2.2xlarge .......... 38.43 |========== Google n1-highcpu-8 ..... 25.92 |======= Google n1-highcpu-16 .... 52.41 |============= Google n1-standard-8 .... 26.93 |======= Google n1-standard-16 ... 52.07 |============= Microsoft Azure D4s v3 .. 13.95 |==== Microsoft Azure D8s v3 .. 26.82 |======= Microsoft Azure D16s v3 . 46.48 |============ Microsoft Azure D32s v3 . 81.64 |===================== Microsoft Azure D64s v3 . 82.04 |===================== Microsoft Azure E4s v3 .. 12.08 |=== Microsoft Azure E32s v3 . 71.74 |================== Microsoft Azure F8s v2 .. 31.44 |======== Hetzner CX51 ............ 37.84 |========== x264 2018-02-05 Performance / Cost - H.264 Video Encoding Frames Per Second Per Dollar > Higher Is Better EC2 c4.8xlarge .......... 10799.00 |========================== EC2 c5.9xlarge .......... 13410.00 |================================= EC2 c5.18xlarge ......... 17603.00 |=========================================== EC2 m5.4xlarge .......... 5546.00 |============== EC2 m5.12xlarge ......... 12966.00 |================================ EC2 m4.10xlarge ......... 9743.00 |======================== EC2 m4.16xlarge ......... 5767.00 |============== EC2 t2.2xlarge .......... 3843.00 |========= Google n1-standard-8 .... 2693.00 |======= Google n1-standard-16 ... 5207.00 |============= Microsoft Azure D4s v3 .. 1395.00 |=== Microsoft Azure D8s v3 .. 2682.00 |======= Microsoft Azure D16s v3 . 4648.00 |=========== Microsoft Azure D32s v3 . 8164.00 |==================== Microsoft Azure D64s v3 . 4102.00 |========== Microsoft Azure E4s v3 .. 604.00 |= Microsoft Azure E32s v3 . 3587.00 |========= Microsoft Azure F8s v2 .. 3144.00 |========