Large Linux CPU Benchmark Comparison vs. Amazon EC2 Cloud vs. Microsoft Azure vs. Google Compute Engine

Large CPU comparison versus various Amazon EC2 cloud public on-demand instance types. Tests being worked on by Michael Larabel for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2107317-IB-1802215FO98&gru&sro.

Large Linux CPU Benchmark Comparison vs. Amazon EC2 Cloud vs. Microsoft Azure vs. Google Compute EngineProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionVulkanSystem LayerRyzen 3 1200Ryzen 3 1300XRyzen 3 2200GRyzen 5 2400GRyzen 7 1700Ryzen 7 1800XThreadripper 1950XEPYC 7601Core i3 8100Core i5 8400Core i7 7740XCore i7 8700KCore i9 7980XEXeon Silver 41082 x Xeon Gold 6138EC2 t2.2xlargeEC2 m5.4xlargeEC2 m5.12xlargeEC2 c5.9xlargeEC2 c5.18xlargeEC2 m4.16xlargeEC2 m5.largeEC2 c4.8xlargeEC2 m4.10xlargeMicrosoft Azure D4s v3Microsoft Azure E4s v3Microsoft Azure D8s v3Google n1-standard-8Google n1-highcpu-8Google n1-standard-16Google n1-highcpu-16Contabo VPS S SSDAMD Ryzen 3 1200 @ 3.10GHz (4 Cores)MSI B350M GAMING PRO (MS-7A39) v1.0 (2.90 BIOS)AMD Device 14508192MB525GB SABRENT + 120GB ADATA SU700AMD FirePro V3800 512MBAMD Redwood HDMI AudioDELL S2409WRealtek RTL8111/8168/8411Ubuntu 17.104.15.2-041502-generic (x86_64)GNOME Shell 3.26.2Waylandmodesetting 1.19.53.3 Mesa 17.2.4 (LLVM 5.0.0)GCC 7.2.0ext41920x1080AMD Ryzen 3 1300X @ 3.50GHz (4 Cores)ASRock AB350 Pro4 (P3.20 BIOS)525GB SABRENT + 128GB ADATA SU800Sapphire AMD Radeon R7 260X/360 2048MBAMD Tobago HDMI AudioVE2284.5 Mesa 17.2.4 (LLVM 5.0.0)AMD Ryzen 3 2200G @ 3.50GHz (4 Cores)MSI X370 XPOWER GAMING TITANIUM (MS-7A31) v1.0 (1.C0 BIOS)AMD Device 15d014336MB525GB SABRENT + 525GB Crucial_CT525MX3 + 120GB Force MP500llvmpipe 14080MBAMD Device 15deIntel I211 Gigabit Connection3.3 Mesa 18.1.0-devel- padoka PPA (LLVM 7.0 128 bits)1.0.613840x2160AMD Ryzen 5 2400G @ 3.60GHz (4 Cores / 8 Threads)AMD Ryzen 7 1700 Eight-Core @ 3.00GHz (8 Cores / 16 Threads)MSI B350 TOMAHAWK (MS-7A34) v1.0 (1.90 BIOS)AMD Device 145016384MB525GB SABRENT + 120GB Samsung SSD 840llvmpipe 16128MBAMD Cape Verde/PitcairnRealtek RTL8111/8168/84113.3 Mesa 17.2.4 (LLVM 5.0 128 bits)1280x1024AMD Ryzen 7 1800X Eight-Core @ 3.60GHz (8 Cores / 16 Threads)MSI X370 XPOWER GAMING TITANIUM (MS-7A31) v1.0 (1.90 BIOS)525GB SABRENTNV134 8192MBNVIDIA GP104 HD AudioDELL P2415QIntel I211 Gigabit ConnectionWayland4.3 Mesa 17.2.43840x2160AMD Ryzen Threadripper 1950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)Gigabyte X399 AORUS Gaming 7 (F3g BIOS)525GB SABRENT + 120GB Force MP500MSI AMD Radeon R7 370 / R9 270/370 OEM 4096MBRealtek ALC1220VE228Qualcomm Atheros Device e0b1 + Intel Wireless 8265 / 82754.5 Mesa 17.2.4 (LLVM 5.0.0)1920x1080AMD EPYC 7601 32-Core @ 2.20GHz (32 Cores / 64 Threads)TYAN B8026T70AE24HR (V0.05.B10 BIOS)129024MB525GB SABRENT + 280GB INTEL SSDPE21D280GAASPEED ASPEED FamilyBroadcom Limited NetXtreme BCM5720 Gigabit PCIeIntel Core i3-8100 @ 3.60GHz (4 Cores)ASRock Z370M-ITX/ac (P1.20 BIOS)Intel Device 3e1f8192MB525GB SABRENT + 60GB DREVO X1 SSDIntel HD 3072MB (1100MHz)Realtek ALC892DELL S2409WIntel Connection + Intel Device 24fbWayland4.5 Mesa 17.2.4Intel Core i5-8400 @ 4.00GHz (6 Cores)MSI Z370M MORTAR (MS-7B54) v1.0 (1.10 BIOS)Intel Device 3ec2525GB SABRENT + 128GB ADATA SX6000NPIntel HD 3072MB (1050MHz)Intel ConnectionIntel Core i7-7740K @ 4.50GHz (4 Cores / 8 Threads)Gigabyte X299 AORUS Gaming-CF (F2d BIOS)Intel Device 591f525GB SABRENT + 120GB Force MP500llvmpipe 7936MBRealtek ALC1220VE2283.3 Mesa 17.2.4 (LLVM 5.0 256 bits)Intel Core i7-8700K @ 4.70GHz (6 Cores / 12 Threads)ASUS PRIME Z370-A (0606 BIOS)Intel Device 3ec216384MB525GB SABRENT + 525GB Crucial_CT525MX3 + Samsung SSD 950 PRO 256GBMSI AMD Radeon RX 580 8192MBDELL P2415Q4.5 Mesa 17.2.4 (LLVM 5.0.0)3840x2160Intel Core i9-7980XE @ 4.40GHz (18 Cores / 36 Threads)ASUS PRIME X299-A (1004 BIOS)Intel Device 2020525GB SABRENT + 256GB INTEL SSDPEKKW256G8NV117 1024MBAcer B286HK4.3 Mesa 17.2.4Intel Xeon Silver 4108 @ 3.00GHz (8 Cores / 16 Threads)TYAN S7100AG2NR (V3.00 BIOS)23552MB525GB SABRENT + 240GB Force MP500ASPEED ASPEED FamilyRealtek ALC892VE228Intel I350 Gigabit Connectionmodesetting 1.19.51920x10802 x Intel Xeon Gold 6138 @ 3.70GHz (40 Cores / 80 Threads)TYAN S7106 (V1.00 BIOS)96256MB525GB SABRENT + 256GB Samsung SSD 850 + 2000GB Seagate ST2000DM006-2DM1 + 2 x 120GB TOSHIBA-TR150Intel I210 Gigabit ConnectionIntel Xeon E5-2676 v3 @ 2.39GHz (8 Cores)Xen HVM domU (4.2.amazon BIOS)Intel 440FX- 82441FX PMC32768MB28GBCirrus Logic GD 5446Ubuntu 16.044.4.0-1050-aws (x86_64)GCC 5.4.0 20160609Xen HVM domU 4.2.amazonIntel Xeon Platinum 8175M @ 2.50GHz (8 Cores / 16 Threads)Amazon EC2 m5.4xlarge (1.0 BIOS)63488MB30GB Amazon Elastic Block StoreDevice 1d0f:ec20KVMIntel Xeon Platinum 8175M @ 2.50GHz (24 Cores / 48 Threads)Amazon EC2 m5.12xlarge (1.0 BIOS)189440MBIntel Xeon Platinum 8124M @ 3.00GHz (18 Cores / 36 Threads)Amazon EC2 c5.9xlarge (1.0 BIOS)70656MB2 x Intel Xeon Platinum 8124M @ 3.00GHz (36 Cores / 72 Threads)Amazon EC2 c5.18xlarge (1.0 BIOS)141312MB2 x Intel Xeon E5-2686 v4 @ 3.00GHz (32 Cores / 64 Threads)Xen HVM domU (4.2.amazon BIOS)258048MB28GBCirrus Logic GD 5446Xen HVM domU 4.2.amazonIntel Xeon Platinum 8175M @ 2.50GHz (1 Core / 2 Threads)Amazon EC2 m5.large (1.0 BIOS)8192MB30GB Amazon Elastic Block StoreKVM2 x Intel Xeon E5-2666 v3 @ 3.50GHz (18 Cores / 36 Threads)Xen HVM domU (4.2.amazon BIOS)60416MB28GBCirrus Logic GD 5446Intel 82599 Virtual FunctionXen HVM domU 4.2.amazon2 x Intel Xeon E5-2676 v3 @ 3.00GHz (20 Cores / 40 Threads)161792MBIntel Xeon E5-2673 v3 @ 2.39GHz (2 Cores / 4 Threads)Microsoft Virtual Machine v7.0 (090007 BIOS)Intel 440BX/ZX/DX16384MB32GB Virtual Disk + 34GB Virtual DiskMicrosoft Hyper-V virtual VGA4.13.0-1009-azure (x86_64)1152x864Microsoft Hyper-V ServerIntel Xeon E5-2673 v4 @ 2.29GHz (2 Cores / 4 Threads)32768MB32GB Virtual Disk + 69GB Virtual DiskIntel Xeon E5-2673 v3 @ 2.39GHz (4 Cores / 8 Threads)Intel Xeon @ 2.30GHz (4 Cores / 8 Threads)Google Compute EngineIntel 440FX- 82441FX PMC30720MB32GB PersistentDiskRed Hat Virtio device4.13.0-1008-gcp (x86_64)KVM8192MBIntel Xeon @ 2.30GHz (8 Cores / 16 Threads)60416MB11GB PersistentDisk15360MB32GB PersistentDiskAMD EPYC 7282 16-Core (4 Cores)QEMU Standard PC (i440FX + PIIX 1996) (rel-1.14.0-0-g155821a1990b-prebuilt.qemu.org BIOS)Intel 440FX 82441FX PMC1 x 8192 MB RAM QEMU215GB QEMU HDDVMware SVGA IIUbuntu 20.045.4.0-62-generic (x86_64)GCC 9.3.0KVM VMwareOpenBenchmarking.orgCompiler Details- Ryzen 3 1200: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v- Ryzen 3 1300X: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v- Ryzen 3 2200G: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v- Ryzen 5 2400G: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v- Ryzen 7 1700: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v- Ryzen 7 1800X: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v- Threadripper 1950X: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v- EPYC 7601: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v- Core i3 8100: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v- Core i5 8400: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v- Core i7 7740X: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v- Core i7 8700K: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v- Core i9 7980XE: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v- Xeon Silver 4108: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v- 2 x Xeon Gold 6138: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v- EC2 t2.2xlarge: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- EC2 m5.4xlarge: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- EC2 m5.12xlarge: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- EC2 c5.9xlarge: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- EC2 c5.18xlarge: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- EC2 m4.16xlarge: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- EC2 m5.large: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- EC2 c4.8xlarge: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- EC2 m4.10xlarge: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- Microsoft Azure D4s v3: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- Microsoft Azure E4s v3: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- Microsoft Azure D8s v3: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- Google n1-standard-8: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- Google n1-highcpu-8: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- Google n1-standard-16: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- Google n1-highcpu-16: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- Contabo VPS S SSD: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -vProcessor Details- Ryzen 3 1200: Scaling Governor: acpi-cpufreq ondemand- Ryzen 3 1300X: Scaling Governor: acpi-cpufreq ondemand- Ryzen 3 2200G: Scaling Governor: acpi-cpufreq ondemand- Ryzen 5 2400G: Scaling Governor: acpi-cpufreq ondemand- Ryzen 7 1700: Scaling Governor: acpi-cpufreq ondemand- Ryzen 7 1800X: Scaling Governor: acpi-cpufreq ondemand- Threadripper 1950X: Scaling Governor: acpi-cpufreq ondemand- EPYC 7601: Scaling Governor: acpi-cpufreq ondemand- Core i3 8100: Scaling Governor: intel_pstate powersave- Core i5 8400: Scaling Governor: intel_pstate powersave- Core i7 7740X: Scaling Governor: intel_pstate powersave- Core i7 8700K: Scaling Governor: intel_pstate powersave- Core i9 7980XE: Scaling Governor: intel_pstate powersave- Xeon Silver 4108: Scaling Governor: intel_pstate powersave- 2 x Xeon Gold 6138: Scaling Governor: intel_pstate powersave- EC2 m4.16xlarge: Scaling Governor: intel_pstate powersave- EC2 c4.8xlarge: Scaling Governor: intel_pstate powersave- EC2 m4.10xlarge: Scaling Governor: intel_pstate powersave- Contabo VPS S SSD: CPU Microcode: 0x1000065Python Details- Ryzen 3 1200: Python 2.7.14 + Python 3.6.3- Ryzen 3 1300X: Python 2.7.14 + Python 3.6.3- Ryzen 3 2200G: Python 2.7.14 + Python 3.6.3- Ryzen 5 2400G: Python 2.7.14 + Python 3.6.3- Ryzen 7 1700: Python 2.7.14 + Python 3.6.3- Ryzen 7 1800X: Python 2.7.14 + Python 3.6.3- Threadripper 1950X: Python 2.7.14 + Python 3.6.3- EPYC 7601: Python 2.7.14 + Python 3.6.3- Core i3 8100: Python 2.7.14 + Python 3.6.3- Core i5 8400: Python 2.7.14 + Python 3.6.3- Core i7 7740X: Python 2.7.14 + Python 3.6.3- Core i7 8700K: Python 2.7.14 + Python 3.6.3- Core i9 7980XE: Python 2.7.14 + Python 3.6.3- Xeon Silver 4108: Python 2.7.14 + Python 3.6.3- 2 x Xeon Gold 6138: Python 2.7.14 + Python 3.6.3- EC2 t2.2xlarge: Python 2.7.12 + Python 3.5.2- EC2 m5.4xlarge: Python 2.7.12 + Python 3.5.2- EC2 m5.12xlarge: Python 2.7.12 + Python 3.5.2- EC2 c5.9xlarge: Python 2.7.12 + Python 3.5.2- EC2 c5.18xlarge: Python 2.7.12 + Python 3.5.2- EC2 m4.16xlarge: Python 2.7.12 + Python 3.5.2- EC2 m5.large: Python 2.7.12 + Python 3.5.2- EC2 c4.8xlarge: Python 2.7.12 + Python 3.5.2- EC2 m4.10xlarge: Python 2.7.12 + Python 3.5.2- Microsoft Azure D4s v3: Python 2.7.12 + Python 3.5.2- Microsoft Azure E4s v3: Python 2.7.12 + Python 3.5.2- Microsoft Azure D8s v3: Python 2.7.12 + Python 3.5.2- Google n1-standard-8: Python 2.7.12 + Python 3.5.2- Google n1-highcpu-8: Python 2.7.12 + Python 3.5.2- Google n1-standard-16: Python 2.7.12 + Python 3.5.2- Google n1-highcpu-16: Python 2.7.12 + Python 3.5.2- Contabo VPS S SSD: Python 3.8.10Security Details- Ryzen 3 1200: __user pointer sanitization + Full AMD retpoline Protection- Ryzen 3 1300X: __user pointer sanitization + Full AMD retpoline Protection- Ryzen 3 2200G: __user pointer sanitization + Full AMD retpoline IBPB Protection- Ryzen 5 2400G: __user pointer sanitization + Full AMD retpoline IBPB Protection- Ryzen 7 1700: __user pointer sanitization + Full AMD retpoline Protection- Ryzen 7 1800X: __user pointer sanitization + Full AMD retpoline Protection- Threadripper 1950X: __user pointer sanitization + Full AMD retpoline Protection- EPYC 7601: __user pointer sanitization + Full AMD retpoline Protection- Core i3 8100: KPTI + __user pointer sanitization + Full generic retpoline Protection- Core i5 8400: KPTI + __user pointer sanitization + Full generic retpoline Protection- Core i7 7740X: KPTI + __user pointer sanitization + Full generic retpoline Protection- Core i7 8700K: KPTI + __user pointer sanitization + Full generic retpoline Protection- Core i9 7980XE: KPTI + __user pointer sanitization + Full generic retpoline Protection- Xeon Silver 4108: KPTI + __user pointer sanitization + Full generic retpoline Protection- 2 x Xeon Gold 6138: KPTI + __user pointer sanitization + Full generic retpoline Protection- EC2 t2.2xlarge: KPTI Protection- EC2 m5.4xlarge: KPTI Protection- EC2 m5.12xlarge: KPTI Protection- EC2 c5.9xlarge: KPTI Protection- EC2 c5.18xlarge: KPTI Protection- EC2 m4.16xlarge: KPTI Protection- EC2 m5.large: KPTI Protection- EC2 c4.8xlarge: KPTI Protection- EC2 m4.10xlarge: KPTI Protection- Microsoft Azure D4s v3: KPTI Protection- Microsoft Azure E4s v3: KPTI Protection- Microsoft Azure D8s v3: KPTI Protection- Google n1-standard-8: KPTI Protection- Google n1-highcpu-8: KPTI Protection- Google n1-standard-16: KPTI Protection- Google n1-highcpu-16: KPTI Protection- Contabo VPS S SSD: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affectedKernel Details- EC2 m5.4xlarge: nvme.io_timeout=4294967295- EC2 m5.12xlarge: nvme.io_timeout=4294967295- EC2 c5.9xlarge: nvme.io_timeout=4294967295- EC2 c5.18xlarge: nvme.io_timeout=4294967295- EC2 m5.large: nvme.io_timeout=4294967295- Contabo VPS S SSD: Transparent Huge Pages: madviseJava Details- Contabo VPS S SSD: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2.20.04)

Large Linux CPU Benchmark Comparison vs. Amazon EC2 Cloud vs. Microsoft Azure vs. Google Compute Enginettsiod-renderer: Phong Rendering With Soft-Shadow Mappingx264: H.264 Video Encodingcompress-7zip: Compress Speed Testcrafty: Elapsed Timejava-jmh: Throughputjohn-the-ripper: Blowfishnginx: Static Web Page Servingopenssl: RSA 4096-bit Performancenpb: EP.Cpybench: Total For Average Test Timespybench: Total For Average Test Timesparboil: OpenMP CUTCProdinia: OpenMP LavaMDmafft: Multiple Sequence Alignmentnero2d: Total Timebuild-linux-kernel: Time To Compilec-ray: Total Timepovray: Trace Timeencode-mp3: WAV To MP3scikit-learn: aobench: 2048 x 2048 - Total TimeRyzen 3 1200Ryzen 3 1300XRyzen 3 2200GRyzen 5 2400GRyzen 7 1700Ryzen 7 1800XThreadripper 1950XEPYC 7601Core i3 8100Core i5 8400Core i7 7740XCore i7 8700KCore i9 7980XEXeon Silver 41082 x Xeon Gold 6138EC2 t2.2xlargeEC2 m5.4xlargeEC2 m5.12xlargeEC2 c5.9xlargeEC2 c5.18xlargeEC2 m4.16xlargeEC2 m5.largeEC2 c4.8xlargeEC2 m4.10xlargeMicrosoft Azure D4s v3Microsoft Azure E4s v3Microsoft Azure D8s v3Google n1-standard-8Google n1-highcpu-8Google n1-standard-16Google n1-highcpu-16Contabo VPS S SSD122.9523.47126016174078042.82371129144.73122.00165517.36258.677.25109.59484.5724.95181.1939.68134.9727.33158807169110974.22439332633.19710.53141.62149815.03223.345.9994.39458.0021.50156.2935.78178.1727.60157447385107172.34454033621.45734.20144.02154715.64217.136.2792.09201.4821.07153.6337.13211.6034.75177297405453444.91602233449.57793.80293.90145811.34160.285.7390.56153.4919.48107.3935.19274.6460.903062712783688167.021043129819.821380.13489.6515186.4995.154.2657.4895.1711.2364.4036.59312.2271.463302214780854841.431244532963.721592.87571.1013955.5882.393.6550.1585.229.7056.2133.50466.13127.007159227825981931.182300131198.143021.171090.3714203.2445.953.1330.1648.485.1630.3033.75447.71108.079506241830658063.682355224020.384567.001622.7817812.6331.584.6926.1538.393.4721.9742.77168.2730.421722114382333764.73441136311.061042.83202.48134014.95226.215.7192.61167.8124.65139.0233.30263.6356.112702822775463201.25699840533.401671.20321.5012099.47143.153.6861.04108.0215.5787.9430.01277.4349.952895217920802344.24888045475.851312.90394.63107510.13154.423.9776.36106.9718.6987.9427.50391.6772.963903925756200607.801275844915.571979.57577.0510317.08107.1954.9879.1012.7860.9626.07690.00125.289113861042410555.583010442841.254695.101267.7711503.2846.643.0427.9939.705.4632.7528.50210.8432.752788816741624530.64827531669.561285.47319.97161510.99170.835.4686.84127.4719.69195.8339.90733.58107.89139707105230027922.195024830959.267858.101998.8713072.3528.5210.1521.4430.413.1425.7032.33231.0738.432391758240454217431038.72606718175.24174.83146.201837204411.46213.704.2687.04106.8316.52563.3342.12179.0362.18184.8355.4636642602399224447443003.951209420160.691860.93459.351637179216.11115.204.35115.4485.7729.4887.1043.90211.8665.48504.82129.66112699637259674086333554.073706925555.245669.131385.49160417775.8039.533.1848.7835.619.9429.8743.57204.5566.21460.27134.1091933696880160940889045.983059329999.024671.501256.19145916076.1744.562.7260.1537.9911.0032.3535.63190.0858.70336.76176.031608226974942121829911181.016030524619.239303.672512.81145316093.7522.774.2332.1924.485.7217.7435.62190.5258.42465.90115.34115598537806284002323902.873909121410.503962.671034.94199222393.1834.108.8426.1333.904.1624.1245.22182.9264.5626.8811.02509056915793178036199.44156212132.51242.0060.991559172198.07828.9720.00534.08641.51152.07617.2841.09214.7765.51419.30107.9978087648010456603426109.552534123090.772579.57673.14164318194.3952.794.4236.9143.516.0935.0837.62164.0955.39394.5297.4375762536965152821381652.062363221579.292410.57627.62198722254.6356.595.7841.1845.916.4637.4445.51191.6767.2474.6413.95914451064385267511004.58232314328.83242.1064.001965219137.92550.0211.89391.21381.9763.05346.1046.62196.9668.8575.1412.08870850424295147334632.54241915480.88376.4064.901959217137.25529.8911.86351.83386.8063.95378.5246.44187.8065.32142.4326.8217015520150610474890150.44462115431.68478.40125.371954219319.56279.786.61177.01192.6031.97172.1745.77192.6667.42129.8126.9316136504095910676070774.18531125255.90554.97233.871846203527.54245.747.30193.69155.5039.77150.5344.72260.1573.65124.6625.9214996483920310642422187.43525621203.08540.70235.751875206927.80246.307.44198.33164.1640.08152.9345.81272.7474.77238.8852.0730229525368721381785010.721064926556.481091.73477.951858203614.16123.244.96126.6784.1720.7675.9244.85252.1472.86234.9652.4130253493289821349296898.721050124005.341078.87464.551876206314.16122.904.91130.2183.2320.8475.8745.56264.8874.2296.9798134776210784382619279.61158.67123183.2875.67819.714161.20535.23043.246OpenBenchmarking.org

TTSIOD 3D Renderer

Phong Rendering With Soft-Shadow Mapping

OpenBenchmarking.orgFPS, More Is BetterTTSIOD 3D Renderer 2.3aPhong Rendering With Soft-Shadow Mapping2 x Xeon Gold 6138Contabo VPS S SSDCore i3 8100Core i5 8400Core i7 7740XCore i7 8700KCore i9 7980XEEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeEPYC 7601Google n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3Ryzen 3 1200Ryzen 3 1300XRyzen 3 2200GRyzen 5 2400GRyzen 7 1700Ryzen 7 1800XThreadripper 1950XXeon Silver 4108160320480640800SE +/- 10.34, N = 5SE +/- 0.45, N = 3SE +/- 0.55, N = 3SE +/- 0.18, N = 3SE +/- 2.82, N = 3SE +/- 0.60, N = 3SE +/- 3.20, N = 3SE +/- 3.14, N = 3SE +/- 12.51, N = 3SE +/- 4.23, N = 3SE +/- 3.29, N = 3SE +/- 20.68, N = 3SE +/- 4.78, N = 3SE +/- 0.49, N = 3SE +/- 2.30, N = 3SE +/- 0.39, N = 3SE +/- 0.55, N = 3SE +/- 2.14, N = 3SE +/- 0.39, N = 3SE +/- 1.87, N = 3SE +/- 0.50, N = 3SE +/- 0.19, N = 3SE +/- 0.38, N = 3SE +/- 0.10, N = 3SE +/- 0.49, N = 3SE +/- 0.16, N = 3SE +/- 0.83, N = 3SE +/- 1.74, N = 3SE +/- 0.12, N = 3SE +/- 0.35, N = 3SE +/- 0.53, N = 3SE +/- 0.46, N = 3733.5896.98168.27263.63277.43391.67690.00419.30336.76460.27394.52465.90504.82184.8326.88231.07447.71234.96124.66238.88129.8174.64142.4375.14122.95134.97178.17211.60274.64312.22466.13210.841. (CXX) g++ options: -O3 -fomit-frame-pointer -ffast-math -mtune=native -flto -msse -mrecip -mfpmath=sse -msse2 -mssse3 -lSDL -lstdc++

TTSIOD 3D Renderer

Performance / Cost - Phong Rendering With Soft-Shadow Mapping

OpenBenchmarking.orgFPS Per Dollar, More Is BetterTTSIOD 3D Renderer 2.3aPerformance / Cost - Phong Rendering With Soft-Shadow MappingEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v35K10K15K20K25K13976.675612.6723013.5013150.679318.0016827.339241.501344.0023107.0023496.0012466.0023888.0012981.007464.0014243.002504.671. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 58 Seconds: cost approximately 0.03 dollar.2. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 1 Minute, 10 Seconds: cost approximately 0.06 dollar.3. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 53 Seconds: cost approximately 0.02 dollar.4. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 1 Minute: cost approximately 0.03 dollar.5. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 54 Seconds: cost approximately 0.05 dollar.6. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 50 Seconds: cost approximately 0.03 dollar.7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 1 Minute, 42 Seconds: cost approximately 0.02 dollar.8. EC2 m5.large: $0.096 reported cost per hour, test consumed 9 Minutes, 47 Seconds: cost approximately 0.02 dollar.9. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 1 Minute, 26 Seconds: cost approximately 0.01 dollar.10. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 1 Minute, 25 Seconds: cost approximately 0.01 dollar. 11. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 2 Minutes, 22 Seconds: cost approximately 0.01 dollar. 12. Google n1-standard-16: $0.533 reported cost per hour, test consumed 1 Minute, 24 Seconds: cost approximately 0.01 dollar. 13. Google n1-standard-8: $0.268 reported cost per hour, test consumed 2 Minutes, 17 Seconds: cost approximately 0.01 dollar. 14. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 3 Minutes, 41 Seconds: cost approximately 0.01 dollar. 15. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 2 Minutes, 6 Seconds: cost approximately 0.01 dollar. 16. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 3 Minutes, 40 Seconds: cost approximately 0.03 dollar.

x264

H.264 Video Encoding

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2018-02-05H.264 Video Encoding2 x Xeon Gold 6138Core i3 8100Core i5 8400Core i7 7740XCore i7 8700KCore i9 7980XEEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeEPYC 7601Google n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3Ryzen 3 1200Ryzen 3 1300XRyzen 3 2200GRyzen 5 2400GRyzen 7 1700Ryzen 7 1800XThreadripper 1950XXeon Silver 41084080120160200SE +/- 1.58, N = 3SE +/- 0.41, N = 6SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.22, N = 3SE +/- 0.27, N = 3SE +/- 0.30, N = 3SE +/- 1.46, N = 3SE +/- 0.49, N = 3SE +/- 0.19, N = 3SE +/- 1.25, N = 3SE +/- 0.28, N = 3SE +/- 0.55, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.45, N = 3SE +/- 0.12, N = 3SE +/- 0.14, N = 3SE +/- 0.24, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.33, N = 6SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.58, N = 4SE +/- 1.01, N = 4SE +/- 0.22, N = 3SE +/- 0.43, N = 3SE +/- 0.14, N = 3107.8930.4256.1149.9572.96125.28107.99176.03134.1097.43115.34129.6655.4611.0238.43108.0752.4125.9252.0726.9313.9526.8212.0823.4727.3327.6034.7560.9071.46127.0032.751. (CC) gcc options: -ldl -m64 -lm -lpthread -O3 -ffast-math -std=gnu99 -fPIC -fomit-frame-pointer -fno-tree-vectorize

x264

Performance / Cost - H.264 Video Encoding

OpenBenchmarking.orgFrames Per Second Per Dollar, More Is Betterx264 2018-02-05Performance / Cost - H.264 Video EncodingEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 t2.2xlargeGoogle n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v34K8K12K16K20K10799.0017603.0013410.009743.005767.0012966.005546.003843.005207.002693.001395.002682.00604.001. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 21 Seconds: cost approximately 0.01 dollar.2. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 15 Seconds: cost approximately 0.01 dollar.3. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 18 Seconds: cost approximately 0.01 dollar.4. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 23 Seconds: cost approximately 0.01 dollar.5. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 20 Seconds: cost approximately 0.02 dollar.6. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 18 Seconds: cost approximately 0.01 dollar.7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 37 Seconds: cost approximately 0.01 dollar.8. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 51 Seconds: cost approximately 0.01 dollar.9. Google n1-standard-16: $0.533 reported cost per hour, test consumed 39 Seconds: cost approximately 0.01 dollar.10. Google n1-standard-8: $0.268 reported cost per hour, test consumed 1 Minute, 11 Seconds: cost approximately 0.01 dollar. 11. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 2 Minutes, 13 Seconds: cost approximately 0.01 dollar. 12. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 1 Minute, 11 Seconds: cost approximately 0.01 dollar. 13. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 2 Minutes, 33 Seconds: cost approximately 0.02 dollar.

7-Zip Compression

Compress Speed Test

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 9.20.1Compress Speed Test2 x Xeon Gold 6138Contabo VPS S SSDCore i3 8100Core i5 8400Core i7 7740XCore i7 8700KCore i9 7980XEEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeEPYC 7601Google n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3Ryzen 3 1200Ryzen 3 1300XRyzen 3 2200GRyzen 5 2400GRyzen 7 1700Ryzen 7 1800XThreadripper 1950XXeon Silver 410830K60K90K120K150KSE +/- 2063.58, N = 3SE +/- 151.14, N = 4SE +/- 21.39, N = 3SE +/- 36.34, N = 3SE +/- 483.48, N = 3SE +/- 232.19, N = 3SE +/- 269.78, N = 3SE +/- 380.57, N = 3SE +/- 319.70, N = 3SE +/- 226.61, N = 3SE +/- 280.19, N = 3SE +/- 482.44, N = 3SE +/- 480.06, N = 3SE +/- 282.94, N = 3SE +/- 28.62, N = 3SE +/- 86.00, N = 3SE +/- 346.49, N = 3SE +/- 132.53, N = 3SE +/- 16.90, N = 3SE +/- 130.52, N = 3SE +/- 75.03, N = 3SE +/- 90.16, N = 3SE +/- 88.33, N = 3SE +/- 16.02, N = 3SE +/- 169.00, N = 3SE +/- 45.83, N = 3SE +/- 290.74, N = 4SE +/- 101.52, N = 3SE +/- 276.94, N = 3SE +/- 75.86, N = 3SE +/- 234.70, N = 3139707134771722127028289523903991138780871608229193375762115598112699366425090239179506230253149963022916136914417015870812601158801574417729306273302271592278881. (CXX) g++ options: -pipe -lpthread

7-Zip Compression

Performance / Cost - Compress Speed Test

OpenBenchmarking.orgMIPS Per Dollar, More Is Better7-Zip Compression 9.20.1Performance / Cost - Compress Speed TestEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 t2.2xlargeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3600K1200K1800K2400K3000K1561740.001462018.182298325.001082314.29770653.331609985.711832100.002391700.003025300.001499600.001511450.001613600.00914400.001701500.00870800.001. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 1 Minute, 51 Seconds: cost approximately 0.05 dollar.2. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 2 Minutes, 6 Seconds: cost approximately 0.11 dollar.3. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 1 Minute, 39 Seconds: cost approximately 0.04 dollar.4. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 2 Minutes, 14 Seconds: cost approximately 0.07 dollar.5. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 2 Minutes, 45 Seconds: cost approximately 0.15 dollar.6. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 1 Minute, 55 Seconds: cost approximately 0.07 dollar.7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 1 Minute, 38 Seconds: cost approximately 0.02 dollar.8. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 1 Minute, 14 Seconds: cost approximately 0.01 dollar.9. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 1 Minute, 56 Seconds: cost approximately 0.01 dollar. 10. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 1 Minute, 52 Seconds: cost approximately 0.01 dollar. 11. Google n1-standard-16: $0.533 reported cost per hour, test consumed 1 Minute, 56 Seconds: cost approximately 0.02 dollar. 12. Google n1-standard-8: $0.268 reported cost per hour, test consumed 1 Minute, 46 Seconds: cost approximately 0.01 dollar. 13. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 1 Minute, 36 Seconds: cost approximately 0.01 dollar. 14. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 1 Minute, 42 Seconds: cost approximately 0.01 dollar. 15. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 1 Minute, 39 Seconds: cost approximately 0.01 dollar.

Crafty

Performance / Cost - Elapsed Time

OpenBenchmarking.orgNodes Per Second Per Dollar, More Is BetterCrafty 25.2Performance / Cost - Elapsed TimeEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 t2.2xlargeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3120M240M360M480M600M162002600.0087186775.00174220025.0089494183.3353780620.00106209933.33301199600.00582404500.00493289800.00483920300.00262684350.00504095900.00510643800.00520150600.00252121450.001. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 1 Minute, 36 Seconds: cost approximately 0.04 dollar.2. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 1 Minute, 29 Seconds: cost approximately 0.08 dollar.3. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 1 Minute, 29 Seconds: cost approximately 0.04 dollar.4. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 1 Minute, 55 Seconds: cost approximately 0.06 dollar.5. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 1 Minute, 54 Seconds: cost approximately 0.1 dollar.6. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 1 Minute, 37 Seconds: cost approximately 0.06 dollar.7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 1 Minute, 43 Seconds: cost approximately 0.02 dollar.8. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 1 Minute, 49 Seconds: cost approximately 0.01 dollar.9. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 2 Minutes, 5 Seconds: cost approximately 0.01 dollar. 10. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 2 Minutes, 7 Seconds: cost approximately 0.01 dollar. 11. Google n1-standard-16: $0.533 reported cost per hour, test consumed 1 Minute, 58 Seconds: cost approximately 0.02 dollar. 12. Google n1-standard-8: $0.268 reported cost per hour, test consumed 2 Minutes, 1 Second: cost approximately 0.01 dollar. 13. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 2 Minutes: cost approximately 0.01 dollar.14. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 1 Minute, 58 Seconds: cost approximately 0.01 dollar. 15. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 2 Minutes, 2 Seconds: cost approximately 0.02 dollar.

Crafty

Elapsed Time

OpenBenchmarking.orgNodes Per Second, More Is BetterCrafty 25.2Elapsed TimeContabo VPS S SSDEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v31.5M3M4.5M6M7.5MSE +/- 6137.20, N = 3SE +/- 24158.72, N = 3SE +/- 7074.19, N = 3SE +/- 7226.78, N = 3SE +/- 24686.39, N = 3SE +/- 14246.76, N = 3SE +/- 2343.50, N = 3SE +/- 7362.69, N = 3SE +/- 87880.44, N = 3SE +/- 3484.54, N = 3SE +/- 3776.53, N = 3SE +/- 18368.33, N = 3SE +/- 33738.56, N = 3SE +/- 7660.06, N = 3SE +/- 22944.13, N = 3SE +/- 30240.43, N = 3SE +/- 35943.27, N = 3621078464801046974942696880153696515378062637259660239925691579582404549328984839203525368750409595106438520150650424291. (CC) gcc options: -lstdc++ -fprofile-use -pthread -lm

Java JMH

Throughput

OpenBenchmarking.orgOps/s, More Is BetterJava JMHThroughput2 x Xeon Gold 6138Core i3 8100Core i5 8400Core i7 7740XCore i7 8700KCore i9 7980XEEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeEPYC 7601Google n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3Ryzen 3 1200Ryzen 3 1300XRyzen 3 2200GRyzen 5 2400GRyzen 7 1700Ryzen 7 1800XThreadripper 1950XXeon Silver 410830000M60000M90000M120000M150000M105230027922.1914382333764.7322775463201.2517920802344.2425756200607.8061042410555.5856603426109.55121829911181.0160940889045.9852821381652.0684002323902.8774086333554.0724447443003.953178036199.444217431038.7241830658063.6821349296898.7210642422187.4321381785010.7210676070774.185267511004.5810474890150.445147334632.546174078042.827169110974.227385107172.347405453444.9112783688167.0214780854841.4327825981931.1816741624530.64

Java JMH

Performance / Cost - Throughput

OpenBenchmarking.orgOps/s Per Dollar, More Is BetterJava JMHPerformance / Cost - ThroughputEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3110000M220000M330000M440000M550000M314463478386.39338416419947.25338560494699.89229658181095.91221058747112.82274393827978.04271638255599.44317803619944.00105435775968.00426985937974.40532121109371.50356363083512.00355869025806.00263375550229.00261872253761.0085788910542.331. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 6 Minutes, 58 Seconds: cost approximately 0.18 dollar.2. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 7 Minutes, 1 Second: cost approximately 0.36 dollar.3. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 6 Minutes, 55 Seconds: cost approximately 0.18 dollar.4. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 6 Minutes, 59 Seconds: cost approximately 0.23 dollar.5. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 7 Minutes, 4 Seconds: cost approximately 0.38 dollar.6. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 6 Minutes, 57 Seconds: cost approximately 0.27 dollar. 7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 6 Minutes, 53 Seconds: cost approximately 0.09 dollar.8. EC2 m5.large: $0.096 reported cost per hour, test consumed 6 Minutes, 47 Seconds: cost approximately 0.01 dollar.9. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 7 Minutes, 14 Seconds: cost approximately 0.04 dollar. 10. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 6 Minutes, 49 Seconds: cost approximately 0.05 dollar. 11. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 6 Minutes, 49 Seconds: cost approximately 0.02 dollar. 12. Google n1-standard-16: $0.533 reported cost per hour, test consumed 6 Minutes, 48 Seconds: cost approximately 0.06 dollar. 13. Google n1-standard-8: $0.268 reported cost per hour, test consumed 6 Minutes, 48 Seconds: cost approximately 0.03 dollar. 14. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 6 Minutes, 49 Seconds: cost approximately 0.02 dollar. 15. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 6 Minutes, 49 Seconds: cost approximately 0.04 dollar. 16. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 6 Minutes, 49 Seconds: cost approximately 0.06 dollar.

John The Ripper

Performance / Cost - Test: Blowfish

OpenBenchmarking.orgReal C/S Per Dollar, More Is BetterJohn The Ripper 1.8.0Performance / Cost - Test: BlowfishEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3110K220K330K440K550K281566.67354735.29339922.22214836.36217172.22285146.15302350.00156200.00303350.00525050.00525600.00354966.67531100.00232300.00231050.0080633.331. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 3 Minutes, 21 Seconds: cost approximately 0.09 dollar.2. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 3 Minutes, 22 Seconds: cost approximately 0.17 dollar.3. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 3 Minutes, 21 Seconds: cost approximately 0.09 dollar.4. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 3 Minutes, 22 Seconds: cost approximately 0.11 dollar.5. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 3 Minutes, 21 Seconds: cost approximately 0.18 dollar.6. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 3 Minutes, 21 Seconds: cost approximately 0.13 dollar. 7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 3 Minutes, 20 Seconds: cost approximately 0.04 dollar.8. EC2 m5.large: $0.096 reported cost per hour, test consumed 3 Minutes, 20 Seconds: cost approximately 0.01 dollar.9. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 3 Minutes, 19 Seconds: cost approximately 0.02 dollar. 10. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 3 Minutes, 20 Seconds: cost approximately 0.02 dollar. 11. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 3 Minutes, 20 Seconds: cost approximately 0.01 dollar. 12. Google n1-standard-16: $0.533 reported cost per hour, test consumed 3 Minutes, 20 Seconds: cost approximately 0.03 dollar. 13. Google n1-standard-8: $0.268 reported cost per hour, test consumed 3 Minutes, 20 Seconds: cost approximately 0.01 dollar. 14. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 3 Minutes, 20 Seconds: cost approximately 0.01 dollar. 15. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 3 Minutes, 20 Seconds: cost approximately 0.02 dollar. 16. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 3 Minutes, 20 Seconds: cost approximately 0.03 dollar.

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.8.0Test: Blowfish2 x Xeon Gold 6138Contabo VPS S SSDCore i3 8100Core i5 8400Core i7 7740XCore i7 8700KCore i9 7980XEEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeEPYC 7601Google n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3Ryzen 3 1200Ryzen 3 1300XRyzen 3 2200GRyzen 5 2400GRyzen 7 1700Ryzen 7 1800XThreadripper 1950XXeon Silver 410813K26K39K52K65KSE +/- 543.71, N = 3SE +/- 5.21, N = 3SE +/- 5.20, N = 3SE +/- 5.67, N = 3SE +/- 40.45, N = 3SE +/- 33.25, N = 3SE +/- 26.19, N = 3SE +/- 16.00, N = 3SE +/- 193.12, N = 3SE +/- 41.59, N = 3SE +/- 21.00, N = 3SE +/- 23.86, N = 3SE +/- 67.59, N = 3SE +/- 21.36, N = 3SE +/- 8.50, N = 3SE +/- 25.67, N = 3SE +/- 6.51, N = 3SE +/- 30.95, N = 3SE +/- 22.84, N = 3SE +/- 2.89, N = 3SE +/- 17.29, N = 3SE +/- 8.50, N = 3SE +/- 4.67, N = 3SE +/- 96.59, N = 6SE +/- 50.04, N = 3SE +/- 7.54, N = 3SE +/- 261.31, N = 35024838264411699888801275830104253416030530593236323909137069120941562606723552105015256106495311232346212419371143934540602210431124452300182751. (CC) gcc options: -fopenmp -lcrypt

NGINX Benchmark

Static Web Page Serving

OpenBenchmarking.orgRequests Per Second, More Is BetterNGINX Benchmark 1.9.9Static Web Page Serving2 x Xeon Gold 6138Contabo VPS S SSDCore i3 8100Core i5 8400Core i7 7740XCore i7 8700KCore i9 7980XEEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeEPYC 7601Google n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3Ryzen 3 1200Ryzen 3 1300XRyzen 3 2200GRyzen 5 2400GRyzen 7 1700Ryzen 7 1800XThreadripper 1950XXeon Silver 410810K20K30K40K50KSE +/- 169.48, N = 3SE +/- 78.69, N = 3SE +/- 120.15, N = 3SE +/- 126.58, N = 3SE +/- 298.62, N = 3SE +/- 745.48, N = 4SE +/- 497.63, N = 3SE +/- 451.84, N = 3SE +/- 78.50, N = 3SE +/- 54.82, N = 3SE +/- 101.19, N = 3SE +/- 279.06, N = 3SE +/- 146.75, N = 3SE +/- 92.03, N = 3SE +/- 188.83, N = 3SE +/- 798.70, N = 3SE +/- 104.35, N = 3SE +/- 91.80, N = 3SE +/- 341.39, N = 3SE +/- 73.63, N = 3SE +/- 98.84, N = 3SE +/- 1.63, N = 3SE +/- 25.54, N = 3SE +/- 142.39, N = 3SE +/- 277.67, N = 3SE +/- 37.17, N = 3SE +/- 208.54, N = 3SE +/- 25.31, N = 3SE +/- 96.10, N = 3SE +/- 55.55, N = 330959.2619279.6136311.0640533.4045475.8544915.5742841.2523090.7724619.2329999.0221579.2921410.5025555.2420160.6912132.5118175.2424020.3824005.3421203.0826556.4825255.9014328.8315431.6815480.8829144.7332633.1933621.4533449.5729819.8232963.7231198.1431669.561. (CC) gcc options: -lpthread -lcrypt -lcrypto -lz -O3 -march=native

NGINX Benchmark

Performance / Cost - Static Web Page Serving

OpenBenchmarking.orgRequests Per Second Per Dollar, More Is BetterNGINX Benchmark 1.9.9Performance / Cost - Static Web Page ServingEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3300K600K900K1200K1500K192423.08111905.59333322.44126937.0079298.15159720.25288009.861213251.00454381.00800178.001060154.00663912.001262795.00716441.50385792.00258014.671. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 4 Minutes, 37 Seconds: cost approximately 0.12 dollar.2. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 4 Minutes, 22 Seconds: cost approximately 0.22 dollar.3. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 3 Minutes, 37 Seconds: cost approximately 0.09 dollar.4. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 4 Minutes, 57 Seconds: cost approximately 0.17 dollar.5. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 5 Minutes: cost approximately 0.27 dollar.6. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 4 Minutes, 12 Seconds: cost approximately 0.16 dollar. 7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 5 Minutes, 16 Seconds: cost approximately 0.07 dollar.8. EC2 m5.large: $0.096 reported cost per hour, test consumed 8 Minutes, 35 Seconds: cost approximately 0.01 dollar.9. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 5 Minutes, 50 Seconds: cost approximately 0.04 dollar. 10. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 4 Minutes, 29 Seconds: cost approximately 0.03 dollar. 11. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 5 Minutes, 3 Seconds: cost approximately 0.02 dollar. 12. Google n1-standard-16: $0.533 reported cost per hour, test consumed 4 Minutes, 5 Seconds: cost approximately 0.04 dollar. 13. Google n1-standard-8: $0.268 reported cost per hour, test consumed 4 Minutes, 17 Seconds: cost approximately 0.02 dollar. 14. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 7 Minutes, 18 Seconds: cost approximately 0.02 dollar. 15. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 6 Minutes, 47 Seconds: cost approximately 0.04 dollar. 16. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 6 Minutes, 47 Seconds: cost approximately 0.06 dollar.

OpenSSL

RSA 4096-bit Performance

OpenBenchmarking.orgSigns Per Second, More Is BetterOpenSSL 1.1.0fRSA 4096-bit Performance2 x Xeon Gold 6138Core i3 8100Core i5 8400Core i7 7740XCore i7 8700KCore i9 7980XEEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeEPYC 7601Google n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3Ryzen 3 1300XRyzen 3 2200GRyzen 5 2400GRyzen 7 1700Ryzen 7 1800XThreadripper 1950XXeon Silver 41082K4K6K8K10KSE +/- 27.29, N = 3SE +/- 12.97, N = 3SE +/- 0.36, N = 3SE +/- 20.41, N = 3SE +/- 1.48, N = 3SE +/- 5.91, N = 3SE +/- 2.55, N = 3SE +/- 19.65, N = 3SE +/- 1.27, N = 3SE +/- 2.05, N = 3SE +/- 4.00, N = 3SE +/- 13.34, N = 3SE +/- 2.33, N = 3SE +/- 0.95, N = 3SE +/- 1.37, N = 3SE +/- 24.11, N = 3SE +/- 37.17, N = 3SE +/- 21.05, N = 3SE +/- 49.53, N = 3SE +/- 34.32, N = 3SE +/- 2.80, N = 3SE +/- 0.31, N = 3SE +/- 0.35, N = 3SE +/- 18.43, N = 6SE +/- 4.62, N = 3SE +/- 9.70, N = 3SE +/- 0.78, N = 3SE +/- 1.09, N = 3SE +/- 2.88, N = 3SE +/- 2.38, N = 37858.101042.831671.201312.901979.574695.102579.579303.674671.502410.573962.675669.131860.93242.00174.834567.001078.87540.701091.73554.97242.10478.40376.40710.53734.20793.801380.131592.873021.171285.471. (CC) gcc options: -O3 -pthread -m64 -lssl -lcrypto -ldl

OpenSSL

Performance / Cost - RSA 4096-bit Performance

OpenBenchmarking.orgSigns Per Second Per Dollar, More Is BetterOpenSSL 1.1.0fPerformance / Cost - RSA 4096-bit PerformanceEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 t2.2xlargeGoogle n1-highcpu-16Google n1-standard-16Microsoft Azure D8s v3Microsoft Azure E4s v340K80K120K160K200K85985.67155061.17155716.6760264.2566044.50141728.25186093.0017483.00107887.00109173.0047840.0037640.001. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 1 Minute, 4 Seconds: cost approximately 0.03 dollar.2. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 1 Minute, 5 Seconds: cost approximately 0.06 dollar.3. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 1 Minute, 4 Seconds: cost approximately 0.03 dollar.4. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 1 Minute, 5 Seconds: cost approximately 0.04 dollar.5. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 1 Minute, 4 Seconds: cost approximately 0.06 dollar.6. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 1 Minute, 4 Seconds: cost approximately 0.04 dollar.7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 1 Minute, 4 Seconds: cost approximately 0.01 dollar.8. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 1 Minute, 5 Seconds: cost approximately 0.01 dollar.9. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 1 Minute, 4 Seconds: cost approximately 0.01 dollar. 10. Google n1-standard-16: $0.533 reported cost per hour, test consumed 1 Minute, 5 Seconds: cost approximately 0.01 dollar. 11. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 1 Minute, 4 Seconds: cost approximately 0.01 dollar. 12. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 1 Minute, 4 Seconds: cost approximately 0.01 dollar.

NAS Parallel Benchmarks

Performance / Cost - Test / Class: EP.C

OpenBenchmarking.orgTotal Mop/s Per Dollar, More Is BetterNAS Parallel Benchmarks 3.3Performance / Cost - Test / Class: EP.CEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v350K100K150K200K250K33657.00251281.00125619.0020920.6734498.0069274.5045935.006099.007310.0046455.0023575.0047795.0023387.003200.006268.501081.671. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 43 Seconds: cost approximately 0.02 dollar.2. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 16 Seconds: cost approximately 0.01 dollar.3. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 26 Seconds: cost approximately 0.01 dollar.4. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 47 Seconds: cost approximately 0.03 dollar.5. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 30 Seconds: cost approximately 0.03 dollar.6. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 24 Seconds: cost approximately 0.02 dollar.7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 1 Minute: cost approximately 0.01 dollar.8. EC2 m5.large: $0.096 reported cost per hour, test consumed 7 Minutes, 9 Seconds: cost approximately 0.01 dollar.9. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 3 Minutes, 1 Second: cost approximately 0.02 dollar.10. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 1 Minute: cost approximately 0.01 dollar.11. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 1 Minute, 54 Seconds: cost approximately 0.01 dollar. 12. Google n1-standard-16: $0.533 reported cost per hour, test consumed 58 Seconds: cost approximately 0.01 dollar.13. Google n1-standard-8: $0.268 reported cost per hour, test consumed 1 Minute, 55 Seconds: cost approximately 0.01 dollar. 14. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 6 Minutes, 47 Seconds: cost approximately 0.02 dollar. 15. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 3 Minutes, 30 Seconds: cost approximately 0.02 dollar. 16. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 6 Minutes, 41 Seconds: cost approximately 0.06 dollar.

NAS Parallel Benchmarks

Test / Class: EP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.3Test / Class: EP.C2 x Xeon Gold 6138Contabo VPS S SSDCore i3 8100Core i5 8400Core i7 7740XCore i7 8700KCore i9 7980XEEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeEPYC 7601Google n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3Ryzen 3 1200Ryzen 3 1300XRyzen 3 2200GRyzen 5 2400GRyzen 7 1700Ryzen 7 1800XThreadripper 1950XXeon Silver 41085001000150020002500SE +/- 12.45, N = 3SE +/- 0.15, N = 3SE +/- 0.32, N = 3SE +/- 0.16, N = 3SE +/- 2.53, N = 3SE +/- 1.92, N = 3SE +/- 6.48, N = 3SE +/- 3.43, N = 3SE +/- 29.39, N = 3SE +/- 19.93, N = 3SE +/- 0.96, N = 3SE +/- 1.06, N = 3SE +/- 1.50, N = 3SE +/- 1.09, N = 3SE +/- 3.02, N = 3SE +/- 0.08, N = 3SE +/- 5.85, N = 3SE +/- 17.11, N = 3SE +/- 2.09, N = 3SE +/- 3.92, N = 3SE +/- 1.37, N = 3SE +/- 0.23, N = 3SE +/- 0.54, N = 3SE +/- 0.06, N = 3SE +/- 0.38, N = 3SE +/- 0.05, N = 3SE +/- 0.24, N = 3SE +/- 1.66, N = 3SE +/- 7.05, N = 3SE +/- 1.24, N = 3SE +/- 3.38, N = 3SE +/- 0.71, N = 31998.87158.67202.48321.50394.63577.051267.77673.142512.811256.19627.621034.941385.49459.3560.99146.201622.78464.55235.75477.95233.8764.00125.3764.90122.00141.62144.02293.90489.65571.101090.37319.971. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 6138: Open MPI 2.1.13. Core i3 8100: Open MPI 2.1.14. Core i5 8400: Open MPI 2.1.15. Core i7 7740X: Open MPI 2.1.16. Core i7 8700K: Open MPI 2.1.17. Core i9 7980XE: Open MPI 2.1.18. EC2 c4.8xlarge: Open MPI 1.10.29. EC2 c5.18xlarge: Open MPI 1.10.210. EC2 c5.9xlarge: Open MPI 1.10.211. EC2 m4.10xlarge: Open MPI 1.10.212. EC2 m4.16xlarge: Open MPI 1.10.213. EC2 m5.12xlarge: Open MPI 1.10.214. EC2 m5.4xlarge: Open MPI 1.10.215. EC2 m5.large: Open MPI 1.10.216. EC2 t2.2xlarge: Open MPI 1.10.217. EPYC 7601: Open MPI 2.1.118. Google n1-highcpu-16: Open MPI 1.10.219. Google n1-highcpu-8: Open MPI 1.10.220. Google n1-standard-16: Open MPI 1.10.221. Google n1-standard-8: Open MPI 1.10.222. Microsoft Azure D4s v3: Open MPI 1.10.223. Microsoft Azure D8s v3: Open MPI 1.10.224. Microsoft Azure E4s v3: Open MPI 1.10.225. Ryzen 3 1200: Open MPI 2.1.126. Ryzen 3 1300X: Open MPI 2.1.127. Ryzen 3 2200G: Open MPI 2.1.128. Ryzen 5 2400G: Open MPI 2.1.129. Ryzen 7 1700: Open MPI 2.1.130. Ryzen 7 1800X: Open MPI 2.1.131. Threadripper 1950X: Open MPI 2.1.132. Xeon Silver 4108: Open MPI 2.1.1

Cost To Run Tests

Cost / Price Per Hour

OpenBenchmarking.orgCost / Price Per Hour, Fewer Is BetterCost To Run TestsCost / Price Per HourEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v30.63231.26461.89692.52923.16151.352.431.281.862.812.000.890.340.480.320.630.410.470.611.201. EC2 c4.8xlarge: $1.591 reported cost per hour, running tests consumed 50 Minutes, 46 Seconds: cost approximately 1.35 dollar. 2. EC2 c5.18xlarge: $3.06 reported cost per hour, running tests consumed 47 Minutes, 35 Seconds: cost approximately 2.43 dollar. 3. EC2 c5.9xlarge: $1.53 reported cost per hour, running tests consumed 50 Minutes, 21 Seconds: cost approximately 1.28 dollar. 4. EC2 m4.10xlarge: $2.00 reported cost per hour, running tests consumed 55 Minutes, 55 Seconds: cost approximately 1.86 dollar. 5. EC2 m4.16xlarge: $3.20 reported cost per hour, running tests consumed 52 Minutes, 42 Seconds: cost approximately 2.81 dollar. 6. EC2 m5.12xlarge: $2.304 reported cost per hour, running tests consumed 52 Minutes, 9 Seconds: cost approximately 2 dollar. 7. EC2 m5.4xlarge: $0.768 reported cost per hour, running tests consumed 1 Hour, 9 Minutes, 15 Seconds: cost approximately 0.89 dollar. 8. EC2 m5.large: $0.096 reported cost per hour, running tests consumed 3 Hours, 30 Minutes, 28 Seconds: cost approximately 0.34 dollar. 9. Google n1-highcpu-16: $0.399 reported cost per hour, running tests consumed 1 Hour, 12 Minutes, 24 Seconds: cost approximately 0.48 dollar. 10. Google n1-highcpu-8: $0.199 reported cost per hour, running tests consumed 1 Hour, 35 Minutes, 11 Seconds: cost approximately 0.32 dollar. 11. Google n1-standard-16: $0.533 reported cost per hour, running tests consumed 1 Hour, 11 Minutes, 1 Second: cost approximately 0.63 dollar. 12. Google n1-standard-8: $0.268 reported cost per hour, running tests consumed 1 Hour, 32 Minutes, 18 Seconds: cost approximately 0.41 dollar. 13. Microsoft Azure D4s v3: $0.1920 reported cost per hour, running tests consumed 2 Hours, 27 Minutes, 44 Seconds: cost approximately 0.47 dollar. 14. Microsoft Azure D8s v3: $0.3840 reported cost per hour, running tests consumed 1 Hour, 35 Minutes, 54 Seconds: cost approximately 0.61 dollar. 15. Microsoft Azure E4s v3: $0.495 reported cost per hour, running tests consumed 2 Hours, 25 Minutes, 51 Seconds: cost approximately 1.2 dollar.

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2008-08-14Total For Average Test Times2 x Xeon Gold 6138Core i3 8100Core i5 8400Core i7 7740XCore i7 8700KCore i9 7980XEEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeEPYC 7601Google n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3Ryzen 3 1200Ryzen 3 1300XRyzen 3 2200GRyzen 5 2400GRyzen 7 1700Ryzen 7 1800XThreadripper 1950XXeon Silver 4108400800120016002000SE +/- 2.33, N = 3SE +/- 1.00, N = 3SE +/- 2.73, N = 3SE +/- 0.58, N = 3SE +/- 1.00, N = 3SE +/- 0.58, N = 3SE +/- 6.00, N = 3SE +/- 7.42, N = 3SE +/- 4.41, N = 3SE +/- 6.23, N = 3SE +/- 11.46, N = 3SE +/- 8.33, N = 3SE +/- 2.03, N = 3SE +/- 4.91, N = 3SE +/- 1.33, N = 3SE +/- 5.93, N = 3SE +/- 10.17, N = 3SE +/- 9.50, N = 3SE +/- 14.74, N = 3SE +/- 0.58, N = 3SE +/- 2.91, N = 3SE +/- 7.64, N = 3SE +/- 2.03, N = 3SE +/- 1.45, N = 3SE +/- 3.21, N = 3SE +/- 11.05, N = 31307134012091075103111501643145314591987199216041637155918371781187618751858184619651954195916551498154714581518139514201615

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesContabo VPS S SSDEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v35001000150020002500SE +/- 1.86, N = 3SE +/- 8.66, N = 3SE +/- 3.53, N = 3SE +/- 3.48, N = 3SE +/- 4.16, N = 3SE +/- 2.40, N = 3SE +/- 4.51, N = 3SE +/- 3.84, N = 3SE +/- 14.67, N = 3SE +/- 0.33, N = 3SE +/- 2.52, N = 3SE +/- 1.45, N = 3SE +/- 4.91, N = 3SE +/- 4.73, N = 3SE +/- 0.88, N = 3SE +/- 12.44, N = 3SE +/- 11.57, N = 312311819160916072225223917771792172120442063206920362035219121932171

PyBench

Performance / Cost - Total For Average Test Times

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyBench 2008-08-14Performance / Cost - Total For Average Test TimesEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 t2.2xlargeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v35010015020025082.15130.7758.36158.96239.04112.2832.7418.3718.7618.7537.1618.4619.6519.5439.181. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 1 Minute, 54 Seconds: cost approximately 0.05 dollar.2. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 1 Minute, 41 Seconds: cost approximately 0.09 dollar.3. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 1 Minute, 42 Seconds: cost approximately 0.04 dollar.4. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 2 Minutes, 18 Seconds: cost approximately 0.08 dollar.5. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 2 Minutes, 17 Seconds: cost approximately 0.12 dollar.6. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 1 Minute, 52 Seconds: cost approximately 0.07 dollar.7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 1 Minute, 55 Seconds: cost approximately 0.02 dollar.8. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 2 Minutes, 8 Seconds: cost approximately 0.01 dollar.9. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 2 Minutes, 11 Seconds: cost approximately 0.01 dollar. 10. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 2 Minutes, 13 Seconds: cost approximately 0.01 dollar. 11. Google n1-standard-16: $0.533 reported cost per hour, test consumed 2 Minutes, 9 Seconds: cost approximately 0.02 dollar. 12. Google n1-standard-8: $0.268 reported cost per hour, test consumed 2 Minutes, 8 Seconds: cost approximately 0.01 dollar. 13. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 2 Minutes, 20 Seconds: cost approximately 0.01 dollar. 14. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 2 Minutes, 18 Seconds: cost approximately 0.01 dollar. 15. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 2 Minutes, 22 Seconds: cost approximately 0.02 dollar.

PyBench

Performance / Cost - Total For Average Test Times

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyBench 2018-02-16Performance / Cost - Total For Average Test TimesEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 t2.2xlargeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v370140210280350109.14160.9080.35200.25313.46142.1653.7620.4441.2620.6940.7220.3521.9143.8643.421. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 2 Minutes, 7 Seconds: cost approximately 0.06 dollar.2. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 1 Minute, 53 Seconds: cost approximately 0.1 dollar.3. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 1 Minute, 53 Seconds: cost approximately 0.05 dollar.4. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 2 Minutes, 35 Seconds: cost approximately 0.09 dollar.5. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 2 Minutes, 36 Seconds: cost approximately 0.14 dollar.6. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 2 Minutes, 5 Seconds: cost approximately 0.08 dollar.7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 2 Minutes, 7 Seconds: cost approximately 0.03 dollar.8. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 2 Minutes, 24 Seconds: cost approximately 0.01 dollar. 9. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 2 Minutes, 25 Seconds: cost approximately 0.02 dollar. 10. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 2 Minutes, 29 Seconds: cost approximately 0.01 dollar. 11. Google n1-standard-16: $0.533 reported cost per hour, test consumed 2 Minutes, 22 Seconds: cost approximately 0.02 dollar. 12. Google n1-standard-8: $0.268 reported cost per hour, test consumed 2 Minutes, 23 Seconds: cost approximately 0.01 dollar. 13. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 2 Minutes, 38 Seconds: cost approximately 0.01 dollar. 14. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 2 Minutes, 37 Seconds: cost approximately 0.02 dollar. 15. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 2 Minutes, 40 Seconds: cost approximately 0.02 dollar.

Parboil

Test: OpenMP CUTCP

OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenMP CUTCP2 x Xeon Gold 6138Core i3 8100Core i5 8400Core i7 7740XCore i7 8700KCore i9 7980XEEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeEPYC 7601Google n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3Ryzen 3 1200Ryzen 3 1300XRyzen 3 2200GRyzen 5 2400GRyzen 7 1700Ryzen 7 1800XThreadripper 1950XXeon Silver 410820406080100SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.46, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.16, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 32.3514.959.4710.137.083.284.393.756.174.633.185.8016.1198.0711.462.6314.1627.8014.1627.5437.9219.5637.2517.3615.0315.6411.346.495.583.2410.991. (CXX) g++ options: -lm -lpthread -lgomp -ffast-math -fopenmp

Rodinia

Test: OpenMP LavaMD

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenMP LavaMD2 x Xeon Gold 6138Contabo VPS S SSDCore i3 8100Core i5 8400Core i7 7740XCore i7 8700KCore i9 7980XEEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeEPYC 7601Google n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3Ryzen 3 1200Ryzen 3 1300XRyzen 3 2200GRyzen 5 2400GRyzen 7 1700Ryzen 7 1800XThreadripper 1950XXeon Silver 41082004006008001000SE +/- 0.32, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.78, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.33, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.81, N = 3SE +/- 2.22, N = 3SE +/- 7.59, N = 3SE +/- 0.03, N = 3SE +/- 0.27, N = 3SE +/- 0.47, N = 3SE +/- 0.54, N = 3SE +/- 0.19, N = 3SE +/- 0.90, N = 3SE +/- 1.53, N = 3SE +/- 0.06, N = 3SE +/- 2.20, N = 3SE +/- 0.25, N = 3SE +/- 0.22, N = 3SE +/- 0.29, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.55, N = 3SE +/- 0.58, N = 328.5283.29226.21143.15154.42107.1946.6452.7922.7744.5656.5934.1039.53115.20828.97213.7031.58122.90246.30123.24245.74550.02279.78529.89258.67223.34217.13160.2895.1582.3945.95170.831. (CXX) g++ options: -O2 -lOpenCL

Timed MAFFT Alignment

Multiple Sequence Alignment

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 6.864Multiple Sequence Alignment2 x Xeon Gold 6138Contabo VPS S SSDCore i3 8100Core i5 8400Core i7 7740XCore i9 7980XEEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeEPYC 7601Google n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3Ryzen 3 1200Ryzen 3 1300XRyzen 3 2200GRyzen 5 2400GRyzen 7 1700Ryzen 7 1800XThreadripper 1950XXeon Silver 4108510152025SE +/- 0.138, N = 6SE +/- 0.069, N = 15SE +/- 0.150, N = 6SE +/- 0.071, N = 6SE +/- 0.141, N = 6SE +/- 0.147, N = 3SE +/- 0.211, N = 3SE +/- 0.055, N = 3SE +/- 0.585, N = 3SE +/- 0.075, N = 3SE +/- 0.132, N = 3SE +/- 0.240, N = 3SE +/- 0.074, N = 3SE +/- 0.014, N = 3SE +/- 0.078, N = 6SE +/- 0.096, N = 3SE +/- 0.158, N = 3SE +/- 0.035, N = 3SE +/- 0.411, N = 3SE +/- 0.258, N = 3SE +/- 0.023, N = 3SE +/- 0.563, N = 3SE +/- 0.015, N = 3SE +/- 0.118, N = 6SE +/- 0.127, N = 6SE +/- 0.100, N = 6SE +/- 0.055, N = 6SE +/- 0.018, N = 3SE +/- 0.051, N = 6SE +/- 0.085, N = 610.1505.6785.7103.6803.9703.0404.4204.2302.7205.7808.8403.1804.35020.0004.2604.6904.9107.4404.9607.30011.8906.61011.8607.2505.9906.2705.7304.2603.6503.1305.4601. (CC) gcc options: -O3 -lm -lpthread

Open FMM Nero2D

Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterOpen FMM Nero2D 2.0.2Total Time2 x Xeon Gold 6138Core i3 8100Core i5 8400Core i7 7740XCore i7 8700KCore i9 7980XEEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeEPYC 7601Google n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3Ryzen 3 1200Ryzen 3 1300XRyzen 3 2200GRyzen 5 2400GRyzen 7 1700Ryzen 7 1800XThreadripper 1950XXeon Silver 4108120240360480600SE +/- 0.35, N = 6SE +/- 0.36, N = 3SE +/- 0.41, N = 3SE +/- 0.24, N = 3SE +/- 0.32, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 4.84, N = 3SE +/- 0.96, N = 3SE +/- 0.80, N = 3SE +/- 0.13, N = 3SE +/- 7.90, N = 3SE +/- 5.00, N = 3SE +/- 8.89, N = 3SE +/- 0.42, N = 3SE +/- 0.45, N = 3SE +/- 6.47, N = 3SE +/- 0.57, N = 3SE +/- 1.34, N = 3SE +/- 0.90, N = 3SE +/- 0.35, N = 3SE +/- 0.89, N = 3SE +/- 0.74, N = 3SE +/- 0.20, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 3SE +/- 0.52, N = 3SE +/- 0.16, N = 3SE +/- 0.31, N = 3SE +/- 0.49, N = 4SE +/- 0.18, N = 321.4492.6161.0476.3654.9827.9936.9132.1960.1541.1826.1348.78115.44534.0887.0426.15130.21198.33126.67193.69391.21177.01351.83109.5994.3992.0990.5657.4850.1530.1686.841. (CXX) g++ options: -O2 -lfftw3 -llapack -lblas -lgfortran -lquadmath -lm -pthread -lmpi_cxx -lmpi

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 4.13Time To Compile2 x Xeon Gold 6138Core i3 8100Core i5 8400Core i7 7740XCore i7 8700KCore i9 7980XEEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeEPYC 7601Google n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3Ryzen 3 1200Ryzen 3 1300XRyzen 3 2200GRyzen 5 2400GRyzen 7 1700Ryzen 7 1800XThreadripper 1950XXeon Silver 4108140280420560700SE +/- 0.77, N = 6SE +/- 0.96, N = 3SE +/- 1.06, N = 3SE +/- 0.59, N = 3SE +/- 2.28, N = 6SE +/- 1.12, N = 6SE +/- 1.05, N = 3SE +/- 1.47, N = 3SE +/- 1.57, N = 3SE +/- 1.16, N = 3SE +/- 1.14, N = 3SE +/- 1.57, N = 3SE +/- 1.41, N = 3SE +/- 46.62, N = 3SE +/- 0.79, N = 3SE +/- 0.71, N = 6SE +/- 1.19, N = 3SE +/- 2.20, N = 3SE +/- 1.08, N = 3SE +/- 1.36, N = 3SE +/- 14.52, N = 3SE +/- 1.81, N = 3SE +/- 13.44, N = 3SE +/- 0.61, N = 3SE +/- 0.68, N = 3SE +/- 1.16, N = 3SE +/- 1.10, N = 3SE +/- 1.22, N = 3SE +/- 0.96, N = 3SE +/- 0.90, N = 3SE +/- 1.68, N = 330.41167.81108.02106.9779.1039.7043.5124.4837.9945.9133.9035.6185.77641.51106.8338.3983.23164.1684.17155.50381.97192.60386.80484.57458.00201.48153.4995.1785.2248.48127.47

C-Ray

Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time2 x Xeon Gold 6138Contabo VPS S SSDCore i3 8100Core i5 8400Core i7 7740XCore i7 8700KCore i9 7980XEEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeEPYC 7601Google n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3Ryzen 3 1200Ryzen 3 1300XRyzen 3 2200GRyzen 5 2400GRyzen 7 1700Ryzen 7 1800XThreadripper 1950XXeon Silver 4108306090120150SE +/- 0.004, N = 3SE +/- 0.019, N = 3SE +/- 0.020, N = 3SE +/- 0.009, N = 3SE +/- 0.162, N = 3SE +/- 0.008, N = 3SE +/- 0.010, N = 3SE +/- 0.008, N = 3SE +/- 0.007, N = 3SE +/- 0.006, N = 3SE +/- 0.015, N = 3SE +/- 0.004, N = 3SE +/- 0.012, N = 3SE +/- 0.034, N = 3SE +/- 5.710, N = 3SE +/- 0.002, N = 3SE +/- 0.014, N = 3SE +/- 0.073, N = 3SE +/- 0.003, N = 3SE +/- 0.039, N = 3SE +/- 0.034, N = 3SE +/- 0.136, N = 3SE +/- 0.025, N = 3SE +/- 0.109, N = 3SE +/- 0.008, N = 3SE +/- 0.003, N = 3SE +/- 0.082, N = 3SE +/- 0.158, N = 3SE +/- 0.003, N = 3SE +/- 0.007, N = 3SE +/- 0.003, N = 3SE +/- 0.012, N = 33.14019.71424.65015.57018.69012.7805.4606.0905.72011.0006.4604.1609.94029.480152.07016.5203.47020.84040.08020.76039.77063.05031.97063.95024.95021.50021.07019.48011.2309.7005.16019.6901. (CC) gcc options: -lm -lpthread -O3

POV-Ray

Trace Time

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace Time2 x Xeon Gold 6138Contabo VPS S SSDCore i3 8100Core i5 8400Core i7 7740XCore i7 8700KCore i9 7980XEEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeEPYC 7601Google n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3Ryzen 3 1200Ryzen 3 1300XRyzen 3 2200GRyzen 5 2400GRyzen 7 1700Ryzen 7 1800XThreadripper 1950XXeon Silver 4108130260390520650SE +/- 1.81, N = 6SE +/- 0.27, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.14, N = 3SE +/- 0.13, N = 3SE +/- 0.18, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 3SE +/- 40.66, N = 3SE +/- 29.42, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.28, N = 3SE +/- 0.31, N = 3SE +/- 0.27, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.13, N = 3SE +/- 0.16, N = 3SE +/- 0.35, N = 3SE +/- 0.17, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.45, N = 325.70161.21139.0287.9487.9460.9632.7535.0817.7432.3537.4424.1229.8787.10617.28563.3321.9775.87152.9375.92150.53346.10172.17378.52181.19156.29153.63107.3964.4056.2130.30195.831. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -pthread -lSDL -lSM -lICE -lX11 -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system

LAME MP3 Encoding

WAV To MP3

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP32 x Xeon Gold 6138Contabo VPS S SSDCore i3 8100Core i5 8400Core i7 7740XCore i7 8700KCore i9 7980XEEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeEPYC 7601Google n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3Ryzen 3 1200Ryzen 3 1300XRyzen 3 2200GRyzen 5 2400GRyzen 7 1700Ryzen 7 1800XThreadripper 1950XXeon Silver 41081122334455SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.13, N = 3SE +/- 0.20, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.17, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 1.71, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.36, N = 3SE +/- 0.00, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.15, N = 3SE +/- 0.18, N = 3SE +/- 0.01, N = 332.3335.2333.3030.0127.5026.0728.5037.6235.6235.6345.5145.2243.5743.9041.0942.1242.7745.5645.8144.8544.7246.6245.7746.4439.6835.7837.1335.1936.5933.5033.7539.901. (CC) gcc options: -lm

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.17.1EC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v360120180240300SE +/- 0.56, N = 3SE +/- 0.17, N = 3SE +/- 0.05, N = 3SE +/- 1.48, N = 3SE +/- 0.14, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 9.88, N = 3SE +/- 0.08, N = 3SE +/- 0.83, N = 3SE +/- 0.80, N = 3SE +/- 0.47, N = 3SE +/- 0.62, N = 3SE +/- 0.35, N = 3SE +/- 0.52, N = 3SE +/- 1.78, N = 3164.09190.52190.08191.67182.92204.55211.86214.77179.03264.88272.74252.14260.15196.96192.66187.80

AOBench

Size: 2048 x 2048 - Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterAOBenchSize: 2048 x 2048 - Total TimeContabo VPS S SSDEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v320406080100SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.38, N = 3SE +/- 0.20, N = 3SE +/- 1.04, N = 3SE +/- 1.07, N = 3SE +/- 0.16, N = 3SE +/- 0.50, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.22, N = 3SE +/- 0.09, N = 3SE +/- 0.52, N = 343.2555.3958.4258.7067.2464.5666.2165.4865.5162.1874.2274.7772.8673.6568.8567.4265.321. (CC) gcc options: -lm -O3

Rodinia

Performance / Cost - Test: OpenMP LavaMD

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterRodinia 2.4Performance / Cost - Test: OpenMP LavaMDEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v33060901201503.701.372.675.663.413.168.0658.0314.964.929.857.3914.7449.5025.18116.581. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 2 Minutes, 42 Seconds: cost approximately 0.07 dollar.2. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 1 Minute, 12 Seconds: cost approximately 0.06 dollar.3. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 2 Minutes, 18 Seconds: cost approximately 0.06 dollar.4. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 2 Minutes, 54 Seconds: cost approximately 0.1 dollar.5. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 1 Minute, 47 Seconds: cost approximately 0.1 dollar.6. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 2 Minutes, 3 Seconds: cost approximately 0.08 dollar.7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 5 Minutes, 50 Seconds: cost approximately 0.07 dollar.8. EC2 m5.large: $0.096 reported cost per hour, test consumed 41 Minutes, 30 Seconds: cost approximately 0.07 dollar.9. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 10 Minutes, 46 Seconds: cost approximately 0.07 dollar. 10. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 6 Minutes, 12 Seconds: cost approximately 0.04 dollar. 11. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 12 Minutes, 23 Seconds: cost approximately 0.04 dollar. 12. Google n1-standard-16: $0.533 reported cost per hour, test consumed 6 Minutes, 14 Seconds: cost approximately 0.06 dollar. 13. Google n1-standard-8: $0.268 reported cost per hour, test consumed 12 Minutes, 21 Seconds: cost approximately 0.06 dollar. 14. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 27 Minutes, 34 Seconds: cost approximately 0.09 dollar. 15. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 14 Minutes, 4 Seconds: cost approximately 0.09 dollar. 16. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 26 Minutes, 34 Seconds: cost approximately 0.22 dollar.

Open FMM Nero2D

Performance / Cost - Total Time

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterOpen FMM Nero2D 2.0.2Performance / Cost - Total TimeEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v312243648601.852.904.812.881.834.888.0821.362.615.215.957.607.7523.4710.6252.771. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 1 Minute, 55 Seconds: cost approximately 0.05 dollar.2. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 1 Minute, 40 Seconds: cost approximately 0.09 dollar.3. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 3 Minutes, 5 Seconds: cost approximately 0.08 dollar.4. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 2 Minutes, 7 Seconds: cost approximately 0.07 dollar.5. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 1 Minute, 23 Seconds: cost approximately 0.07 dollar.6. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 2 Minutes, 30 Seconds: cost approximately 0.1 dollar.7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 5 Minutes, 51 Seconds: cost approximately 0.07 dollar.8. EC2 m5.large: $0.096 reported cost per hour, test consumed 26 Minutes, 47 Seconds: cost approximately 0.04 dollar.9. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 4 Minutes, 26 Seconds: cost approximately 0.03 dollar. 10. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 6 Minutes, 35 Seconds: cost approximately 0.04 dollar. 11. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 9 Minutes, 59 Seconds: cost approximately 0.03 dollar. 12. Google n1-standard-16: $0.533 reported cost per hour, test consumed 6 Minutes, 24 Seconds: cost approximately 0.06 dollar. 13. Google n1-standard-8: $0.268 reported cost per hour, test consumed 9 Minutes, 45 Seconds: cost approximately 0.04 dollar. 14. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 19 Minutes, 38 Seconds: cost approximately 0.06 dollar. 15. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 8 Minutes, 55 Seconds: cost approximately 0.06 dollar. 16. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 17 Minutes, 39 Seconds: cost approximately 0.15 dollar.

Timed Linux Kernel Compilation

Performance / Cost - Time To Compile

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTimed Linux Kernel Compilation 4.13Performance / Cost - Time To CompileEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v314284256703.051.962.284.133.732.855.1532.084.272.504.923.376.2222.9211.5661.891. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 2 Minutes, 35 Seconds: cost approximately 0.07 dollar.2. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 1 Minute, 36 Seconds: cost approximately 0.08 dollar.3. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 2 Minutes, 13 Seconds: cost approximately 0.06 dollar.4. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 2 Minutes, 43 Seconds: cost approximately 0.09 dollar.5. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 2 Minutes, 8 Seconds: cost approximately 0.11 dollar.6. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 2 Minutes, 9 Seconds: cost approximately 0.08 dollar.7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 4 Minutes, 41 Seconds: cost approximately 0.06 dollar.8. EC2 m5.large: $0.096 reported cost per hour, test consumed 32 Minutes, 29 Seconds: cost approximately 0.05 dollar.9. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 5 Minutes, 41 Seconds: cost approximately 0.04 dollar. 10. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 4 Minutes, 33 Seconds: cost approximately 0.03 dollar. 11. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 8 Minutes, 37 Seconds: cost approximately 0.03 dollar. 12. Google n1-standard-16: $0.533 reported cost per hour, test consumed 4 Minutes, 42 Seconds: cost approximately 0.04 dollar. 13. Google n1-standard-8: $0.268 reported cost per hour, test consumed 8 Minutes, 10 Seconds: cost approximately 0.04 dollar. 14. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 19 Minutes, 32 Seconds: cost approximately 0.06 dollar. 15. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 10 Minutes, 4 Seconds: cost approximately 0.06 dollar. 16. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 19 Minutes, 46 Seconds: cost approximately 0.16 dollar.

C-Ray

Performance / Cost - Total Time

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterC-Ray 1.1Performance / Cost - Total TimeEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v30.4320.8641.2961.7282.160.060.110.220.060.080.200.591.520.170.210.400.210.400.630.321.921. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 23 Seconds: cost approximately 0.01 dollar.2. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 21 Seconds: cost approximately 0.02 dollar.3. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 38 Seconds: cost approximately 0.02 dollar.4. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 23 Seconds: cost approximately 0.01 dollar.5. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 17 Seconds: cost approximately 0.02 dollar.6. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 34 Seconds: cost approximately 0.02 dollar.7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 1 Minute, 33 Seconds: cost approximately 0.02 dollar.8. EC2 m5.large: $0.096 reported cost per hour, test consumed 7 Minutes, 40 Seconds: cost approximately 0.01 dollar.9. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 54 Seconds: cost approximately 0.01 dollar.10. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 1 Minute, 7 Seconds: cost approximately 0.01 dollar. 11. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 2 Minutes, 5 Seconds: cost approximately 0.01 dollar. 12. Google n1-standard-16: $0.533 reported cost per hour, test consumed 1 Minute, 7 Seconds: cost approximately 0.01 dollar. 13. Google n1-standard-8: $0.268 reported cost per hour, test consumed 2 Minutes, 3 Seconds: cost approximately 0.01 dollar. 14. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 3 Minutes, 14 Seconds: cost approximately 0.01 dollar. 15. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 1 Minute, 40 Seconds: cost approximately 0.01 dollar. 16. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 3 Minutes, 16 Seconds: cost approximately 0.03 dollar.

POV-Ray

Performance / Cost - Trace Time

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterPOV-Ray 3.7.0.7Performance / Cost - Trace TimeEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v3204060801001.751.061.622.621.932.095.2330.86101.402.284.593.044.5220.7710.3360.561. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 1 Minute, 57 Seconds: cost approximately 0.05 dollar.2. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 1 Minute, 5 Seconds: cost approximately 0.06 dollar.3. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 1 Minute, 48 Seconds: cost approximately 0.05 dollar.4. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 2 Minutes, 5 Seconds: cost approximately 0.07 dollar.5. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 1 Minute, 25 Seconds: cost approximately 0.08 dollar.6. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 1 Minute, 42 Seconds: cost approximately 0.07 dollar.7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 4 Minutes, 34 Seconds: cost approximately 0.06 dollar.8. EC2 m5.large: $0.096 reported cost per hour, test consumed 31 Minutes, 4 Seconds: cost approximately 0.05 dollar.9. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 28 Minutes, 22 Seconds: cost approximately 0.18 dollar. 10. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 3 Minutes, 59 Seconds: cost approximately 0.03 dollar. 11. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 7 Minutes, 51 Seconds: cost approximately 0.03 dollar. 12. Google n1-standard-16: $0.533 reported cost per hour, test consumed 4 Minutes: cost approximately 0.04 dollar.13. Google n1-standard-8: $0.268 reported cost per hour, test consumed 7 Minutes, 44 Seconds: cost approximately 0.03 dollar. 14. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 17 Minutes, 31 Seconds: cost approximately 0.06 dollar. 15. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 8 Minutes, 50 Seconds: cost approximately 0.06 dollar. 16. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 19 Minutes, 9 Seconds: cost approximately 0.16 dollar.

LAME MP3 Encoding

Performance / Cost - WAV To MP3

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterLAME MP3 Encoding 3.100Performance / Cost - WAV To MP3EC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 t2.2xlargeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v31.22182.44363.66544.88726.1091.883.211.783.645.433.921.320.420.910.460.900.450.470.920.931. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 1 Minute, 56 Seconds: cost approximately 0.05 dollar.2. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 1 Minute, 51 Seconds: cost approximately 0.09 dollar.3. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 1 Minute, 51 Seconds: cost approximately 0.05 dollar.4. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 2 Minutes, 21 Seconds: cost approximately 0.08 dollar.5. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 2 Minutes, 19 Seconds: cost approximately 0.12 dollar.6. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 2 Minutes, 14 Seconds: cost approximately 0.09 dollar. 7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 2 Minutes, 16 Seconds: cost approximately 0.03 dollar.8. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 2 Minutes, 10 Seconds: cost approximately 0.01 dollar. 9. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 2 Minutes, 21 Seconds: cost approximately 0.02 dollar. 10. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 2 Minutes, 21 Seconds: cost approximately 0.01 dollar. 11. Google n1-standard-16: $0.533 reported cost per hour, test consumed 2 Minutes, 18 Seconds: cost approximately 0.02 dollar. 12. Google n1-standard-8: $0.268 reported cost per hour, test consumed 2 Minutes, 18 Seconds: cost approximately 0.01 dollar. 13. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 2 Minutes, 24 Seconds: cost approximately 0.01 dollar. 14. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 2 Minutes, 21 Seconds: cost approximately 0.02 dollar. 15. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 2 Minutes, 23 Seconds: cost approximately 0.02 dollar.

Scikit-Learn

Performance / Cost -

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterScikit-Learn 0.17.1Performance / Cost -EC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v32040608010036.1093.3545.6261.3389.6379.7729.664.3010.7423.8413.6427.7415.615.9111.5615.021. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 8 Minutes, 17 Seconds: cost approximately 0.22 dollar.2. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 9 Minutes, 36 Seconds: cost approximately 0.49 dollar.3. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 9 Minutes, 35 Seconds: cost approximately 0.24 dollar.4. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 9 Minutes, 39 Seconds: cost approximately 0.32 dollar.5. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 9 Minutes, 13 Seconds: cost approximately 0.49 dollar.6. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 10 Minutes, 17 Seconds: cost approximately 0.39 dollar. 7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 10 Minutes, 40 Seconds: cost approximately 0.14 dollar. 8. EC2 m5.large: $0.096 reported cost per hour, test consumed 10 Minutes, 49 Seconds: cost approximately 0.02 dollar.9. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 9 Minutes, 2 Seconds: cost approximately 0.06 dollar.10. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 13 Minutes, 19 Seconds: cost approximately 0.09 dollar. 11. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 13 Minutes, 43 Seconds: cost approximately 0.05 dollar. 12. Google n1-standard-16: $0.533 reported cost per hour, test consumed 12 Minutes, 40 Seconds: cost approximately 0.11 dollar. 13. Google n1-standard-8: $0.268 reported cost per hour, test consumed 13 Minutes, 4 Seconds: cost approximately 0.06 dollar. 14. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 9 Minutes, 55 Seconds: cost approximately 0.03 dollar. 15. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 9 Minutes, 42 Seconds: cost approximately 0.06 dollar. 16. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 9 Minutes, 27 Seconds: cost approximately 0.08 dollar.

AOBench

Performance / Cost - Size: 2048 x 2048 - Total Time

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterAOBenchPerformance / Cost - Size: 2048 x 2048 - Total TimeEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeEC2 t2.2xlargeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v336912154.438.764.707.4011.628.612.620.661.242.230.752.191.470.691.351.961. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 2 Minutes, 50 Seconds: cost approximately 0.08 dollar.2. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 2 Minutes, 59 Seconds: cost approximately 0.15 dollar.3. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 3 Minutes: cost approximately 0.08 dollar.4. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 3 Minutes, 26 Seconds: cost approximately 0.11 dollar.5. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 3 Minutes, 18 Seconds: cost approximately 0.18 dollar.6. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 3 Minutes, 22 Seconds: cost approximately 0.13 dollar. 7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 3 Minutes, 21 Seconds: cost approximately 0.04 dollar.8. EC2 m5.large: $0.096 reported cost per hour, test consumed 3 Minutes, 21 Seconds: cost approximately 0.01 dollar.9. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 3 Minutes, 11 Seconds: cost approximately 0.02 dollar. 10. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 3 Minutes, 47 Seconds: cost approximately 0.03 dollar. 11. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 3 Minutes, 48 Seconds: cost approximately 0.01 dollar. 12. Google n1-standard-16: $0.533 reported cost per hour, test consumed 3 Minutes, 43 Seconds: cost approximately 0.03 dollar. 13. Google n1-standard-8: $0.268 reported cost per hour, test consumed 3 Minutes, 45 Seconds: cost approximately 0.02 dollar. 14. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 3 Minutes, 31 Seconds: cost approximately 0.01 dollar. 15. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 3 Minutes, 26 Seconds: cost approximately 0.02 dollar. 16. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 3 Minutes, 20 Seconds: cost approximately 0.03 dollar.

Parboil

Performance / Cost - Test: OpenMP CUTCP

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterParboil 2.5Performance / Cost - Test: OpenMP CUTCPEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeGoogle n1-highcpu-16Google n1-standard-16Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure D8s v3Microsoft Azure E4s v30.22050.4410.66150.8821.10250.040.040.060.050.030.060.160.980.140.140.280.380.200.751. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 18 Seconds: cost approximately 0.01 dollar.2. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 16 Seconds: cost approximately 0.01 dollar.3. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 22 Seconds: cost approximately 0.01 dollar.4. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 18 Seconds: cost approximately 0.01 dollar.5. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 14 Seconds: cost approximately 0.01 dollar.6. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 21 Seconds: cost approximately 0.01 dollar.7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 53 Seconds: cost approximately 0.01 dollar.8. EC2 m5.large: $0.096 reported cost per hour, test consumed 4 Minutes, 58 Seconds: cost approximately 0.01 dollar.9. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 47 Seconds: cost approximately 0.01 dollar.10. Google n1-standard-16: $0.533 reported cost per hour, test consumed 47 Seconds: cost approximately 0.01 dollar.11. Google n1-standard-8: $0.268 reported cost per hour, test consumed 1 Minute, 27 Seconds: cost approximately 0.01 dollar. 12. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 1 Minute, 58 Seconds: cost approximately 0.01 dollar. 13. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 1 Minute, 3 Seconds: cost approximately 0.01 dollar. 14. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 1 Minute, 56 Seconds: cost approximately 0.02 dollar.

Timed MAFFT Alignment

Performance / Cost - Multiple Sequence Alignment

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTimed MAFFT Alignment 6.864Performance / Cost - Multiple Sequence AlignmentEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.12xlargeMicrosoft Azure E4s v30.06080.12160.18240.24320.3040.040.040.030.060.270.030.121. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 18 Seconds: cost approximately 0.01 dollar.2. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 17 Seconds: cost approximately 0.01 dollar.3. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 12 Seconds: cost approximately 0.01 dollar.4. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 21 Seconds: cost approximately 0.01 dollar.5. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 31 Seconds: cost approximately 0.03 dollar.6. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 14 Seconds: cost approximately 0.01 dollar.7. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 40 Seconds: cost approximately 0.01 dollar.

Phoronix Test Suite v10.8.4