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/1802215-FO-CLOUDY64344&sor.

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-16AMD 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 PersistentDiskOpenBenchmarking.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 -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 powersavePython 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 3.5.2Security 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 ProtectionKernel Details- EC2 m5.4xlarge, EC2 m5.12xlarge, EC2 c5.9xlarge, EC2 c5.18xlarge, EC2 m5.large: nvme.io_timeout=4294967295

Large Linux CPU Benchmark Comparison vs. Amazon EC2 Cloud vs. Microsoft Azure vs. Google Compute Enginenpb: EP.Cparboil: OpenMP CUTCProdinia: OpenMP LavaMDmafft: Multiple Sequence Alignmentjohn-the-ripper: Blowfishnero2d: Total Timettsiod-renderer: Phong Rendering With Soft-Shadow Mappingx264: H.264 Video Encodingcompress-7zip: Compress Speed Testbuild-linux-kernel: Time To Compilec-ray: Total Timepovray: Trace Timeencode-mp3: WAV To MP3openssl: RSA 4096-bit Performancejava-jmh: Throughputpybench: Total For Average Test Timesnginx: Static Web Page Servingpybench: Total For Average Test Timesscikit-learn: aobench: 2048 x 2048 - Total Timecrafty: Elapsed 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-16122.0017.36258.677.253711109.59122.9523.4712601484.5724.95181.1939.686174078042.82165529144.73141.6215.03223.345.99439394.39134.9727.3315880458.0021.50156.2935.78710.537169110974.22149832633.19144.0215.64217.136.27454092.09178.1727.6015744201.4821.07153.6337.13734.207385107172.34154733621.45293.9011.34160.285.73602290.56211.6034.7517729153.4919.48107.3935.19793.807405453444.91145833449.57489.656.4995.154.261043157.48274.6460.903062795.1711.2364.4036.591380.1312783688167.02151829819.82571.105.5882.393.651244550.15312.2271.463302285.229.7056.2133.501592.8714780854841.43139532963.721090.373.2445.953.132300130.16466.13127.007159248.485.1630.3033.753021.1727825981931.18142031198.141622.782.6331.584.692355226.15447.71108.079506238.393.4721.9742.774567.0041830658063.68178124020.38202.4814.95226.215.71441192.61168.2730.4217221167.8124.65139.0233.301042.8314382333764.73134036311.06321.509.47143.153.68699861.04263.6356.1127028108.0215.5787.9430.011671.2022775463201.25120940533.40394.6310.13154.423.97888076.36277.4349.9528952106.9718.6987.9427.501312.9017920802344.24107545475.85577.057.08107.191275854.98391.6772.963903979.1012.7860.9626.071979.5725756200607.80103144915.571267.773.2846.643.043010427.99690.00125.289113839.705.4632.7528.504695.1061042410555.58115042841.25319.9710.99170.835.46827586.84210.8432.7527888127.4719.69195.8339.901285.4716741624530.64161531669.561998.872.3528.5210.155024821.44733.58107.8913970730.413.1425.7032.337858.10105230027922.19130730959.26146.2011.46213.704.26606787.04231.0738.4323917106.8316.52563.3342.12174.834217431038.72183718175.242044179.0362.185824045459.3516.11115.204.3512094115.44184.8355.463664285.7729.4887.1043.901860.9324447443003.95163720160.691792211.8665.4860239921385.495.8039.533.183706948.78504.82129.6611269935.619.9429.8743.575669.1374086333554.07160425555.241777204.5566.2163725961256.196.1744.562.723059360.15460.27134.109193337.9911.0032.3535.634671.5060940889045.98145929999.021607190.0858.7069688012512.813.7522.774.236030532.19336.76176.0316082224.485.7217.7435.629303.67121829911181.01145324619.231609190.5258.4269749421034.943.1834.108.843909126.13465.90115.3411559833.904.1624.1245.223962.6784002323902.87199221410.502239182.9264.56537806260.9998.07828.9720.001562534.0826.8811.025090641.51152.07617.2841.09242.003178036199.44155912132.511721214.7765.515691579673.144.3952.794.422534136.91419.30107.997808743.516.0935.0837.622579.5756603426109.55164323090.771819164.0955.396480104627.624.6356.595.782363241.18394.5297.437576245.916.4637.4445.512410.5752821381652.06198721579.292225191.6767.24536965164.0037.92550.0211.892323391.2174.6413.959144381.9763.05346.1046.62242.105267511004.58196514328.832191196.9668.85510643864.9037.25529.8911.862419351.8375.1412.088708386.8063.95378.5246.44376.405147334632.54195915480.882171187.8065.325042429125.3719.56279.786.614621177.01142.4326.8217015192.6031.97172.1745.77478.4010474890150.44195415431.682193192.6667.425201506233.8727.54245.747.305311193.69129.8126.9316136155.5039.77150.5344.72554.9710676070774.18184625255.902035260.1573.655040959235.7527.80246.307.445256198.33124.6625.9214996164.1640.08152.9345.81540.7010642422187.43187521203.082069272.7474.774839203477.9514.16123.244.9610649126.67238.8852.073022984.1720.7675.9244.851091.7321381785010.72185826556.482036252.1472.865253687464.5514.16122.904.9110501130.21234.9652.413025383.2320.8475.8745.561078.8721349296898.72187624005.342063264.8874.224932898OpenBenchmarking.org

NAS Parallel Benchmarks

Test / Class: EP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.3Test / Class: EP.CEC2 c5.18xlarge2 x Xeon Gold 6138EPYC 7601EC2 m5.12xlargeCore i9 7980XEEC2 c5.9xlargeThreadripper 1950XEC2 m4.16xlargeEC2 c4.8xlargeEC2 m4.10xlargeCore i7 8700KRyzen 7 1800XRyzen 7 1700Google n1-standard-16Google n1-highcpu-16EC2 m5.4xlargeCore i7 7740XCore i5 8400Xeon Silver 4108Ryzen 5 2400GGoogle n1-highcpu-8Google n1-standard-8Core i3 8100EC2 t2.2xlargeRyzen 3 2200GRyzen 3 1300XMicrosoft Azure D8s v3Ryzen 3 1200Microsoft Azure E4s v3Microsoft Azure D4s v3EC2 m5.large5001000150020002500SE +/- 29.39, N = 3SE +/- 12.45, N = 3SE +/- 5.85, N = 3SE +/- 1.50, N = 3SE +/- 6.48, N = 3SE +/- 19.93, N = 3SE +/- 3.38, N = 3SE +/- 1.06, N = 3SE +/- 3.43, N = 3SE +/- 0.96, N = 3SE +/- 1.92, N = 3SE +/- 1.24, N = 3SE +/- 7.05, N = 3SE +/- 3.92, N = 3SE +/- 17.11, N = 3SE +/- 1.09, N = 3SE +/- 2.53, N = 3SE +/- 0.16, N = 3SE +/- 0.71, N = 3SE +/- 1.66, N = 3SE +/- 2.09, N = 3SE +/- 1.37, N = 3SE +/- 0.32, N = 3SE +/- 0.08, N = 3SE +/- 0.24, N = 3SE +/- 0.05, N = 3SE +/- 0.54, N = 3SE +/- 0.38, N = 3SE +/- 0.06, N = 3SE +/- 0.23, N = 3SE +/- 3.02, N = 32512.811998.871622.781385.491267.771256.191090.371034.94673.14627.62577.05571.10489.65477.95464.55459.35394.63321.50319.97293.90235.75233.87202.48146.20144.02141.62125.37122.0064.9064.0060.991. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. EC2 c5.18xlarge: Open MPI 1.10.23. 2 x Xeon Gold 6138: Open MPI 2.1.14. EPYC 7601: Open MPI 2.1.15. EC2 m5.12xlarge: Open MPI 1.10.26. Core i9 7980XE: Open MPI 2.1.17. EC2 c5.9xlarge: Open MPI 1.10.28. Threadripper 1950X: Open MPI 2.1.19. EC2 m4.16xlarge: Open MPI 1.10.210. EC2 c4.8xlarge: Open MPI 1.10.211. EC2 m4.10xlarge: Open MPI 1.10.212. Core i7 8700K: Open MPI 2.1.113. Ryzen 7 1800X: Open MPI 2.1.114. Ryzen 7 1700: Open MPI 2.1.115. Google n1-standard-16: Open MPI 1.10.216. Google n1-highcpu-16: Open MPI 1.10.217. EC2 m5.4xlarge: Open MPI 1.10.218. Core i7 7740X: Open MPI 2.1.119. Core i5 8400: Open MPI 2.1.120. Xeon Silver 4108: Open MPI 2.1.121. Ryzen 5 2400G: Open MPI 2.1.122. Google n1-highcpu-8: Open MPI 1.10.223. Google n1-standard-8: Open MPI 1.10.224. Core i3 8100: Open MPI 2.1.125. EC2 t2.2xlarge: Open MPI 1.10.226. Ryzen 3 2200G: Open MPI 2.1.127. Ryzen 3 1300X: Open MPI 2.1.128. Microsoft Azure D8s v3: Open MPI 1.10.229. Ryzen 3 1200: Open MPI 2.1.130. Microsoft Azure E4s v3: Open MPI 1.10.231. Microsoft Azure D4s v3: Open MPI 1.10.232. EC2 m5.large: Open MPI 1.10.2

Parboil

Test: OpenMP CUTCP

OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenMP CUTCP2 x Xeon Gold 6138EPYC 7601EC2 m4.16xlargeThreadripper 1950XCore i9 7980XEEC2 c5.18xlargeEC2 c4.8xlargeEC2 m4.10xlargeRyzen 7 1800XEC2 m5.12xlargeEC2 c5.9xlargeRyzen 7 1700Core i7 8700KCore i5 8400Core i7 7740XXeon Silver 4108Ryzen 5 2400GEC2 t2.2xlargeGoogle n1-standard-16Google n1-highcpu-16Core i3 8100Ryzen 3 1300XRyzen 3 2200GEC2 m5.4xlargeRyzen 3 1200Microsoft Azure D8s v3Google n1-standard-8Google n1-highcpu-8Microsoft Azure E4s v3Microsoft Azure D4s v3EC2 m5.large20406080100SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.16, N = 3SE +/- 0.46, N = 32.352.633.183.243.283.754.394.635.585.806.176.497.089.4710.1310.9911.3411.4614.1614.1614.9515.0315.6416.1117.3619.5627.5427.8037.2537.9298.071. (CXX) g++ options: -lm -lpthread -lgomp -ffast-math -fopenmp

Rodinia

Test: OpenMP LavaMD

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenMP LavaMDEC2 c5.18xlarge2 x Xeon Gold 6138EPYC 7601EC2 m4.16xlargeEC2 m5.12xlargeEC2 c5.9xlargeThreadripper 1950XCore i9 7980XEEC2 c4.8xlargeEC2 m4.10xlargeRyzen 7 1800XRyzen 7 1700Core i7 8700KEC2 m5.4xlargeGoogle n1-highcpu-16Google n1-standard-16Core i5 8400Core i7 7740XRyzen 5 2400GXeon Silver 4108EC2 t2.2xlargeRyzen 3 2200GRyzen 3 1300XCore i3 8100Google n1-standard-8Google n1-highcpu-8Ryzen 3 1200Microsoft Azure D8s v3Microsoft Azure E4s v3Microsoft Azure D4s v3EC2 m5.large2004006008001000SE +/- 0.16, N = 3SE +/- 0.32, N = 3SE +/- 0.27, N = 3SE +/- 0.05, N = 3SE +/- 0.81, N = 3SE +/- 0.33, N = 3SE +/- 0.55, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 2.22, N = 3SE +/- 0.47, N = 3SE +/- 0.19, N = 3SE +/- 0.05, N = 3SE +/- 0.78, N = 3SE +/- 0.14, N = 3SE +/- 0.58, N = 3SE +/- 0.03, N = 3SE +/- 0.29, N = 3SE +/- 0.22, N = 3SE +/- 0.03, N = 3SE +/- 0.90, N = 3SE +/- 0.54, N = 3SE +/- 0.25, N = 3SE +/- 0.06, N = 3SE +/- 2.20, N = 3SE +/- 1.53, N = 3SE +/- 7.59, N = 322.7728.5231.5834.1039.5344.5645.9546.6452.7956.5982.3995.15107.19115.20122.90123.24143.15154.42160.28170.83213.70217.13223.34226.21245.74246.30258.67279.78529.89550.02828.971. (CXX) g++ options: -O2 -lOpenCL

Timed MAFFT Alignment

Multiple Sequence Alignment

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 6.864Multiple Sequence AlignmentEC2 c5.9xlargeCore i9 7980XEThreadripper 1950XEC2 m5.12xlargeRyzen 7 1800XCore i5 8400Core i7 7740XEC2 c5.18xlargeRyzen 7 1700EC2 t2.2xlargeEC2 m5.4xlargeEC2 c4.8xlargeEPYC 7601Google n1-highcpu-16Google n1-standard-16Xeon Silver 4108Core i3 8100Ryzen 5 2400GEC2 m4.10xlargeRyzen 3 1300XRyzen 3 2200GMicrosoft Azure D8s v3Ryzen 3 1200Google n1-standard-8Google n1-highcpu-8EC2 m4.16xlarge2 x Xeon Gold 6138Microsoft Azure E4s v3Microsoft Azure D4s v3EC2 m5.large510152025SE +/- 0.05, N = 3SE +/- 0.05, N = 6SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 6SE +/- 0.14, N = 6SE +/- 0.21, N = 3SE +/- 0.05, N = 6SE +/- 0.01, N = 3SE +/- 0.24, N = 3SE +/- 0.15, N = 3SE +/- 0.08, N = 6SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 6SE +/- 0.15, N = 6SE +/- 0.10, N = 6SE +/- 0.59, N = 3SE +/- 0.12, N = 6SE +/- 0.13, N = 6SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.41, N = 3SE +/- 0.16, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 6SE +/- 0.56, N = 3SE +/- 0.26, N = 3SE +/- 0.07, N = 32.723.043.133.183.653.683.974.234.264.264.354.424.694.914.965.465.715.735.785.996.276.617.257.307.448.8410.1511.8611.8920.001. (CC) gcc options: -O3 -lm -lpthread

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.8.0Test: BlowfishEC2 c5.18xlarge2 x Xeon Gold 6138EC2 m4.16xlargeEC2 m5.12xlargeEC2 c5.9xlargeCore i9 7980XEEC2 c4.8xlargeEC2 m4.10xlargeEPYC 7601Threadripper 1950XCore i7 8700KRyzen 7 1800XEC2 m5.4xlargeGoogle n1-standard-16Google n1-highcpu-16Ryzen 7 1700Core i7 7740XXeon Silver 4108Core i5 8400EC2 t2.2xlargeRyzen 5 2400GGoogle n1-standard-8Google n1-highcpu-8Microsoft Azure D8s v3Ryzen 3 2200GCore i3 8100Ryzen 3 1300XRyzen 3 1200Microsoft Azure E4s v3Microsoft Azure D4s v3EC2 m5.large13K26K39K52K65KSE +/- 33.25, N = 3SE +/- 543.71, N = 3SE +/- 193.12, N = 3SE +/- 41.59, N = 3SE +/- 26.19, N = 3SE +/- 5.67, N = 3SE +/- 40.45, N = 3SE +/- 16.00, N = 3SE +/- 67.59, N = 3SE +/- 261.31, N = 3SE +/- 7.54, N = 3SE +/- 21.00, N = 3SE +/- 25.67, N = 3SE +/- 21.36, N = 3SE +/- 50.04, N = 3SE +/- 96.59, N = 6SE +/- 6.51, N = 3SE +/- 8.50, N = 3SE +/- 22.84, N = 3SE +/- 4.67, N = 3SE +/- 5.20, N = 3SE +/- 8.50, N = 3SE +/- 17.29, N = 3SE +/- 2.89, N = 3SE +/- 30.95, N = 3SE +/- 23.86, N = 3603055024839091370693059330104253412363223552230011275812445120941064910501104318880827569986067602253115256462145404411439337112419232315621. (CC) gcc options: -fopenmp -lcrypt

Open FMM Nero2D

Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterOpen FMM Nero2D 2.0.2Total Time2 x Xeon Gold 6138EC2 m4.16xlargeEPYC 7601Core i9 7980XEThreadripper 1950XEC2 c5.18xlargeEC2 c4.8xlargeEC2 m4.10xlargeEC2 m5.12xlargeRyzen 7 1800XCore i7 8700KRyzen 7 1700EC2 c5.9xlargeCore i5 8400Core i7 7740XXeon Silver 4108EC2 t2.2xlargeRyzen 5 2400GRyzen 3 2200GCore i3 8100Ryzen 3 1300XRyzen 3 1200EC2 m5.4xlargeGoogle n1-standard-16Google n1-highcpu-16Microsoft Azure D8s v3Google n1-standard-8Google n1-highcpu-8Microsoft Azure E4s v3Microsoft Azure D4s v3EC2 m5.large120240360480600SE +/- 0.35, N = 6SE +/- 0.13, N = 3SE +/- 0.45, N = 3SE +/- 0.09, N = 3SE +/- 0.49, N = 4SE +/- 4.84, N = 3SE +/- 0.13, N = 3SE +/- 0.80, N = 3SE +/- 7.90, N = 3SE +/- 0.31, N = 3SE +/- 0.32, N = 3SE +/- 0.16, N = 3SE +/- 0.96, N = 3SE +/- 0.41, N = 3SE +/- 0.24, N = 3SE +/- 0.18, N = 3SE +/- 0.42, N = 3SE +/- 0.52, N = 3SE +/- 0.18, N = 3SE +/- 0.36, N = 3SE +/- 0.07, N = 3SE +/- 0.20, N = 3SE +/- 5.00, N = 3SE +/- 1.34, N = 3SE +/- 6.47, N = 3SE +/- 0.89, N = 3SE +/- 0.90, N = 3SE +/- 0.57, N = 3SE +/- 0.74, N = 3SE +/- 0.35, N = 3SE +/- 8.89, N = 321.4426.1326.1527.9930.1632.1936.9141.1848.7850.1554.9857.4860.1561.0476.3686.8487.0490.5692.0992.6194.39109.59115.44126.67130.21177.01193.69198.33351.83391.21534.081. (CXX) g++ options: -O2 -lfftw3 -llapack -lblas -lgfortran -lquadmath -lm -pthread -lmpi_cxx -lmpi

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 6138Core i9 7980XEEC2 m5.12xlargeThreadripper 1950XEC2 m4.16xlargeEC2 c5.9xlargeEPYC 7601EC2 c4.8xlargeEC2 m4.10xlargeCore i7 8700KEC2 c5.18xlargeRyzen 7 1800XCore i7 7740XRyzen 7 1700Core i5 8400Google n1-standard-16Google n1-highcpu-16EC2 t2.2xlargeRyzen 5 2400GXeon Silver 4108EC2 m5.4xlargeRyzen 3 2200GCore i3 8100Microsoft Azure D8s v3Ryzen 3 1300XGoogle n1-standard-8Google n1-highcpu-8Ryzen 3 1200Microsoft Azure E4s v3Microsoft Azure D4s v3EC2 m5.large160320480640800SE +/- 10.34, N = 5SE +/- 3.20, N = 3SE +/- 4.78, N = 3SE +/- 0.53, N = 3SE +/- 20.68, N = 3SE +/- 4.23, N = 3SE +/- 0.55, N = 3SE +/- 3.14, N = 3SE +/- 3.29, N = 3SE +/- 0.60, N = 3SE +/- 12.51, N = 3SE +/- 0.35, N = 3SE +/- 2.82, N = 3SE +/- 0.12, N = 3SE +/- 0.18, N = 3SE +/- 1.87, N = 3SE +/- 2.14, N = 3SE +/- 0.39, N = 3SE +/- 1.74, N = 3SE +/- 0.46, N = 3SE +/- 0.49, N = 3SE +/- 0.83, N = 3SE +/- 0.55, N = 3SE +/- 0.38, N = 3SE +/- 0.16, N = 3SE +/- 0.50, N = 3SE +/- 0.39, N = 3SE +/- 0.49, N = 3SE +/- 0.10, N = 3SE +/- 0.19, N = 3SE +/- 2.30, N = 3733.58690.00504.82466.13465.90460.27447.71419.30394.52391.67336.76312.22277.43274.64263.63238.88234.96231.07211.60210.84184.83178.17168.27142.43134.97129.81124.66122.9575.1474.6426.881. (CXX) g++ options: -O3 -fomit-frame-pointer -ffast-math -mtune=native -flto -msse -mrecip -mfpmath=sse -msse2 -mssse3 -lSDL -lstdc++

x264

H.264 Video Encoding

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2018-02-05H.264 Video EncodingEC2 c5.18xlargeEC2 c5.9xlargeEC2 m5.12xlargeThreadripper 1950XCore i9 7980XEEC2 m4.16xlargeEPYC 7601EC2 c4.8xlarge2 x Xeon Gold 6138EC2 m4.10xlargeCore i7 8700KRyzen 7 1800XRyzen 7 1700Core i5 8400EC2 m5.4xlargeGoogle n1-highcpu-16Google n1-standard-16Core i7 7740XEC2 t2.2xlargeRyzen 5 2400GXeon Silver 4108Core i3 8100Ryzen 3 2200GRyzen 3 1300XGoogle n1-standard-8Microsoft Azure D8s v3Google n1-highcpu-8Ryzen 3 1200Microsoft Azure D4s v3Microsoft Azure E4s v3EC2 m5.large4080120160200SE +/- 1.46, N = 3SE +/- 0.49, N = 3SE +/- 0.28, N = 3SE +/- 0.43, N = 3SE +/- 0.27, N = 3SE +/- 1.25, N = 3SE +/- 0.45, N = 3SE +/- 0.30, N = 3SE +/- 1.58, N = 3SE +/- 0.19, N = 3SE +/- 0.22, N = 3SE +/- 0.22, N = 3SE +/- 1.01, N = 4SE +/- 0.06, N = 3SE +/- 0.55, N = 3SE +/- 0.12, N = 3SE +/- 0.24, N = 3SE +/- 0.17, N = 3SE +/- 0.03, N = 3SE +/- 0.58, N = 4SE +/- 0.14, N = 3SE +/- 0.41, N = 6SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.14, N = 3SE +/- 0.33, N = 6SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3176.03134.10129.66127.00125.28115.34108.07107.99107.8997.4372.9671.4660.9056.1155.4652.4152.0749.9538.4334.7532.7530.4227.6027.3326.9326.8225.9223.4713.9512.0811.021. (CC) gcc options: -ldl -m64 -lm -lpthread -O3 -ffast-math -std=gnu99 -fPIC -fomit-frame-pointer -fno-tree-vectorize

7-Zip Compression

Compress Speed Test

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 9.20.1Compress Speed TestEC2 c5.18xlarge2 x Xeon Gold 6138EC2 m4.16xlargeEC2 m5.12xlargeEPYC 7601EC2 c5.9xlargeCore i9 7980XEEC2 c4.8xlargeEC2 m4.10xlargeThreadripper 1950XCore i7 8700KEC2 m5.4xlargeRyzen 7 1800XRyzen 7 1700Google n1-highcpu-16Google n1-standard-16Core i7 7740XXeon Silver 4108Core i5 8400EC2 t2.2xlargeRyzen 5 2400GCore i3 8100Microsoft Azure D8s v3Google n1-standard-8Ryzen 3 1300XRyzen 3 2200GGoogle n1-highcpu-8Ryzen 3 1200Microsoft Azure D4s v3Microsoft Azure E4s v3EC2 m5.large30K60K90K120K150KSE +/- 319.70, N = 3SE +/- 2063.58, N = 3SE +/- 482.44, N = 3SE +/- 480.06, N = 3SE +/- 346.49, N = 3SE +/- 226.61, N = 3SE +/- 269.78, N = 3SE +/- 380.57, N = 3SE +/- 280.19, N = 3SE +/- 75.86, N = 3SE +/- 232.19, N = 3SE +/- 282.94, N = 3SE +/- 276.94, N = 3SE +/- 101.52, N = 3SE +/- 132.53, N = 3SE +/- 130.52, N = 3SE +/- 483.48, N = 3SE +/- 234.70, N = 3SE +/- 36.34, N = 3SE +/- 86.00, N = 3SE +/- 290.74, N = 4SE +/- 21.39, N = 3SE +/- 88.33, N = 3SE +/- 75.03, N = 3SE +/- 169.00, N = 3SE +/- 45.83, N = 3SE +/- 16.90, N = 3SE +/- 90.16, N = 3SE +/- 16.02, N = 3SE +/- 28.62, N = 31608221397071155981126999506291933911387808775762715923903936642330223062730253302292895227888270282391717729172211701516136158801574414996126019144870850901. (CXX) g++ options: -pipe -lpthread

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 4.13Time To CompileEC2 c5.18xlarge2 x Xeon Gold 6138EC2 m4.16xlargeEC2 m5.12xlargeEC2 c5.9xlargeEPYC 7601Core i9 7980XEEC2 c4.8xlargeEC2 m4.10xlargeThreadripper 1950XCore i7 8700KGoogle n1-highcpu-16Google n1-standard-16Ryzen 7 1800XEC2 m5.4xlargeRyzen 7 1700EC2 t2.2xlargeCore i7 7740XCore i5 8400Xeon Silver 4108Ryzen 5 2400GGoogle n1-standard-8Google n1-highcpu-8Core i3 8100Microsoft Azure D8s v3Ryzen 3 2200GMicrosoft Azure D4s v3Microsoft Azure E4s v3Ryzen 3 1300XRyzen 3 1200EC2 m5.large140280420560700SE +/- 1.47, N = 3SE +/- 0.77, N = 6SE +/- 1.14, N = 3SE +/- 1.57, N = 3SE +/- 1.57, N = 3SE +/- 0.71, N = 6SE +/- 1.12, N = 6SE +/- 1.05, N = 3SE +/- 1.16, N = 3SE +/- 0.90, N = 3SE +/- 2.28, N = 6SE +/- 1.19, N = 3SE +/- 1.08, N = 3SE +/- 0.96, N = 3SE +/- 1.41, N = 3SE +/- 1.22, N = 3SE +/- 0.79, N = 3SE +/- 0.59, N = 3SE +/- 1.06, N = 3SE +/- 1.68, N = 3SE +/- 1.10, N = 3SE +/- 1.36, N = 3SE +/- 2.20, N = 3SE +/- 0.96, N = 3SE +/- 1.81, N = 3SE +/- 1.16, N = 3SE +/- 14.52, N = 3SE +/- 13.44, N = 3SE +/- 0.68, N = 3SE +/- 0.61, N = 3SE +/- 46.62, N = 324.4830.4133.9035.6137.9938.3939.7043.5145.9148.4879.1083.2384.1785.2285.7795.17106.83106.97108.02127.47153.49155.50164.16167.81192.60201.48381.97386.80458.00484.57641.51

C-Ray

Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time2 x Xeon Gold 6138EPYC 7601EC2 m4.16xlargeThreadripper 1950XCore i9 7980XEEC2 c5.18xlargeEC2 c4.8xlargeEC2 m4.10xlargeRyzen 7 1800XEC2 m5.12xlargeEC2 c5.9xlargeRyzen 7 1700Core i7 8700KCore i5 8400EC2 t2.2xlargeCore i7 7740XRyzen 5 2400GXeon Silver 4108Google n1-standard-16Google n1-highcpu-16Ryzen 3 2200GRyzen 3 1300XCore i3 8100Ryzen 3 1200EC2 m5.4xlargeMicrosoft Azure D8s v3Google n1-standard-8Google n1-highcpu-8Microsoft Azure D4s v3Microsoft Azure E4s v3EC2 m5.large306090120150SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.16, N = 3SE +/- 0.16, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 5.71, N = 33.143.474.165.165.465.726.096.469.709.9411.0011.2312.7815.5716.5218.6919.4819.6920.7620.8421.0721.5024.6524.9529.4831.9739.7740.0863.0563.95152.071. (CC) gcc options: -lm -lpthread -O3

POV-Ray

Trace Time

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeEC2 c5.18xlargeEPYC 7601EC2 m4.16xlarge2 x Xeon Gold 6138EC2 m5.12xlargeThreadripper 1950XEC2 c5.9xlargeCore i9 7980XEEC2 c4.8xlargeEC2 m4.10xlargeRyzen 7 1800XCore i7 8700KRyzen 7 1700Google n1-highcpu-16Google n1-standard-16EC2 m5.4xlargeCore i5 8400Core i7 7740XRyzen 5 2400GCore i3 8100Google n1-standard-8Google n1-highcpu-8Ryzen 3 2200GRyzen 3 1300XMicrosoft Azure D8s v3Ryzen 3 1200Xeon Silver 4108Microsoft Azure D4s v3Microsoft Azure E4s v3EC2 t2.2xlargeEC2 m5.large130260390520650SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 1.81, N = 6SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.18, N = 3SE +/- 0.12, N = 3SE +/- 0.14, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.28, N = 3SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.31, N = 3SE +/- 0.04, N = 3SE +/- 0.35, N = 3SE +/- 0.16, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.45, N = 3SE +/- 0.27, N = 3SE +/- 0.16, N = 3SE +/- 29.42, N = 3SE +/- 40.66, N = 317.7421.9724.1225.7029.8730.3032.3532.7535.0837.4456.2160.9664.4075.8775.9287.1087.9487.94107.39139.02150.53152.93153.63156.29172.17181.19195.83346.10378.52563.33617.281. (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 MP3Core i7 8700KCore i7 7740XCore i9 7980XECore i5 84002 x Xeon Gold 6138Core i3 8100Ryzen 7 1800XThreadripper 1950XRyzen 5 2400GEC2 c5.18xlargeEC2 c5.9xlargeRyzen 3 1300XRyzen 7 1700Ryzen 3 2200GEC2 c4.8xlargeRyzen 3 1200Xeon Silver 4108EC2 m5.largeEC2 t2.2xlargeEPYC 7601EC2 m5.12xlargeEC2 m5.4xlargeGoogle n1-standard-8Google n1-standard-16EC2 m4.16xlargeEC2 m4.10xlargeGoogle n1-highcpu-16Microsoft Azure D8s v3Google n1-highcpu-8Microsoft Azure E4s v3Microsoft Azure D4s v31122334455SE +/- 0.20, N = 3SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.15, N = 3SE +/- 0.18, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 1.71, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.00, N = 3SE +/- 0.17, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.36, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 326.0727.5028.5030.0132.3333.3033.5033.7535.1935.6235.6335.7836.5937.1337.6239.6839.9041.0942.1242.7743.5743.9044.7244.8545.2245.5145.5645.7745.8146.4446.621. (CC) gcc options: -lm

OpenSSL

RSA 4096-bit Performance

OpenBenchmarking.orgSigns Per Second, More Is BetterOpenSSL 1.1.0fRSA 4096-bit PerformanceEC2 c5.18xlarge2 x Xeon Gold 6138EC2 m5.12xlargeCore i9 7980XEEC2 c5.9xlargeEPYC 7601EC2 m4.16xlargeThreadripper 1950XEC2 c4.8xlargeEC2 m4.10xlargeCore i7 8700KEC2 m5.4xlargeCore i5 8400Ryzen 7 1800XRyzen 7 1700Core i7 7740XXeon Silver 4108Google n1-standard-16Google n1-highcpu-16Core i3 8100Ryzen 5 2400GRyzen 3 2200GRyzen 3 1300XGoogle n1-standard-8Google n1-highcpu-8Microsoft Azure D8s v3Microsoft Azure E4s v3Microsoft Azure D4s v3EC2 m5.largeEC2 t2.2xlarge2K4K6K8K10KSE +/- 19.65, N = 3SE +/- 27.29, N = 3SE +/- 13.34, N = 3SE +/- 5.91, N = 3SE +/- 1.27, N = 3SE +/- 24.11, N = 3SE +/- 4.00, N = 3SE +/- 2.88, N = 3SE +/- 2.55, N = 3SE +/- 2.05, N = 3SE +/- 1.48, N = 3SE +/- 2.33, N = 3SE +/- 0.36, N = 3SE +/- 1.09, N = 3SE +/- 0.78, N = 3SE +/- 20.41, N = 3SE +/- 2.38, N = 3SE +/- 49.53, N = 3SE +/- 37.17, N = 3SE +/- 12.97, N = 3SE +/- 9.70, N = 3SE +/- 4.62, N = 3SE +/- 18.43, N = 6SE +/- 34.32, N = 3SE +/- 21.05, N = 3SE +/- 0.31, N = 3SE +/- 0.35, N = 3SE +/- 2.80, N = 3SE +/- 0.95, N = 3SE +/- 1.37, N = 39303.677858.105669.134695.104671.504567.003962.673021.172579.572410.571979.571860.931671.201592.871380.131312.901285.471091.731078.871042.83793.80734.20710.53554.97540.70478.40376.40242.10242.00174.831. (CC) gcc options: -O3 -pthread -m64 -lssl -lcrypto -ldl

Java JMH

Throughput

OpenBenchmarking.orgOps/s, More Is BetterJava JMHThroughputEC2 c5.18xlarge2 x Xeon Gold 6138EC2 m4.16xlargeEC2 m5.12xlargeCore i9 7980XEEC2 c5.9xlargeEC2 c4.8xlargeEC2 m4.10xlargeEPYC 7601Threadripper 1950XCore i7 8700KEC2 m5.4xlargeCore i5 8400Google n1-standard-16Google n1-highcpu-16Core i7 7740XXeon Silver 4108Ryzen 7 1800XCore i3 8100Ryzen 7 1700Google n1-standard-8Google n1-highcpu-8Microsoft Azure D8s v3Ryzen 5 2400GRyzen 3 2200GRyzen 3 1300XRyzen 3 1200Microsoft Azure D4s v3Microsoft Azure E4s v3EC2 t2.2xlargeEC2 m5.large30000M60000M90000M120000M150000M121829911181.01105230027922.1984002323902.8774086333554.0761042410555.5860940889045.9856603426109.5552821381652.0641830658063.6827825981931.1825756200607.8024447443003.9522775463201.2521381785010.7221349296898.7217920802344.2416741624530.6414780854841.4314382333764.7312783688167.0210676070774.1810642422187.4310474890150.447405453444.917385107172.347169110974.226174078042.825267511004.585147334632.544217431038.723178036199.44

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2008-08-14Total For Average Test TimesCore i7 8700KCore i7 7740XCore i9 7980XECore i5 84002 x Xeon Gold 6138Core i3 8100Ryzen 7 1800XThreadripper 1950XEC2 c5.18xlargeRyzen 5 2400GEC2 c5.9xlargeRyzen 3 1300XRyzen 7 1700Ryzen 3 2200GEC2 m5.largeEC2 m5.12xlargeXeon Silver 4108EC2 m5.4xlargeEC2 c4.8xlargeRyzen 3 1200EPYC 7601EC2 t2.2xlargeGoogle n1-standard-8Google n1-standard-16Google n1-highcpu-8Google n1-highcpu-16Microsoft Azure D8s v3Microsoft Azure E4s v3Microsoft Azure D4s v3EC2 m4.10xlargeEC2 m4.16xlarge400800120016002000SE +/- 1.00, N = 3SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 2.73, N = 3SE +/- 2.33, N = 3SE +/- 1.00, N = 3SE +/- 3.21, N = 3SE +/- 11.05, N = 3SE +/- 7.42, N = 3SE +/- 2.03, N = 3SE +/- 4.41, N = 3SE +/- 2.91, N = 3SE +/- 1.45, N = 3SE +/- 7.64, N = 3SE +/- 2.03, N = 3SE +/- 11.46, N = 3SE +/- 8.33, N = 3SE +/- 6.00, N = 3SE +/- 0.58, N = 3SE +/- 4.91, N = 3SE +/- 10.17, N = 3SE +/- 5.93, N = 3SE +/- 1.33, N = 3SE +/- 9.50, N = 3SE +/- 14.74, N = 3SE +/- 6.23, N = 31031107511501209130713401395142014531458145914981518154715591604161516371643165517811837184618581875187619541959196519871992

NGINX Benchmark

Static Web Page Serving

OpenBenchmarking.orgRequests Per Second, More Is BetterNGINX Benchmark 1.9.9Static Web Page ServingCore i7 7740XCore i7 8700KCore i9 7980XECore i5 8400Core i3 8100Ryzen 3 2200GRyzen 5 2400GRyzen 7 1800XRyzen 3 1300XXeon Silver 4108Threadripper 1950X2 x Xeon Gold 6138EC2 c5.9xlargeRyzen 7 1700Ryzen 3 1200Google n1-standard-16EC2 m5.12xlargeGoogle n1-standard-8EC2 c5.18xlargeEPYC 7601Google n1-highcpu-16EC2 c4.8xlargeEC2 m4.10xlargeEC2 m4.16xlargeGoogle n1-highcpu-8EC2 m5.4xlargeEC2 t2.2xlargeMicrosoft Azure E4s v3Microsoft Azure D8s v3Microsoft Azure D4s v3EC2 m5.large10K20K30K40K50KSE +/- 298.62, N = 3SE +/- 745.48, N = 4SE +/- 497.63, N = 3SE +/- 126.58, N = 3SE +/- 120.15, N = 3SE +/- 25.31, N = 3SE +/- 37.17, N = 3SE +/- 55.55, N = 3SE +/- 96.10, N = 3SE +/- 169.48, N = 3SE +/- 54.82, N = 3SE +/- 208.54, N = 3SE +/- 277.67, N = 3SE +/- 73.63, N = 3SE +/- 146.75, N = 3SE +/- 98.84, N = 3SE +/- 78.50, N = 3SE +/- 104.35, N = 3SE +/- 91.80, N = 3SE +/- 451.84, N = 3SE +/- 101.19, N = 3SE +/- 279.06, N = 3SE +/- 341.39, N = 3SE +/- 92.03, N = 3SE +/- 798.70, N = 3SE +/- 142.39, N = 3SE +/- 25.54, N = 3SE +/- 1.63, N = 3SE +/- 188.83, N = 345475.8544915.5742841.2540533.4036311.0633621.4533449.5732963.7232633.1931669.5631198.1430959.2629999.0229819.8229144.7326556.4825555.2425255.9024619.2324020.3824005.3423090.7721579.2921410.5021203.0820160.6918175.2415480.8815431.6814328.8312132.511. (CC) gcc options: -lpthread -lcrypt -lcrypto -lz -O3 -march=native

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 c5.18xlargeEC2 c5.9xlargeEC2 m5.12xlargeGoogle n1-standard-16Google n1-highcpu-16EC2 m5.4xlargeEC2 m4.16xlargeEC2 c4.8xlargeGoogle n1-highcpu-8Google n1-standard-8EC2 m4.10xlargeEC2 t2.2xlargeMicrosoft Azure D8s v3EC2 m5.largeMicrosoft Azure D4s v3Microsoft Azure E4s v350K100K150K200K250K251281.00125619.0069274.5047795.0046455.0045935.0034498.0033657.0023575.0023387.0020920.677310.006268.506099.003200.001081.671. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 16 Seconds: cost approximately 0.01 dollar.2. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 26 Seconds: cost approximately 0.01 dollar.3. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 24 Seconds: cost approximately 0.02 dollar.4. Google n1-standard-16: $0.533 reported cost per hour, test consumed 58 Seconds: cost approximately 0.01 dollar.5. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 1 Minute: cost approximately 0.01 dollar.6. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 1 Minute: cost approximately 0.01 dollar.7. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 30 Seconds: cost approximately 0.03 dollar.8. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 43 Seconds: cost approximately 0.02 dollar.9. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 1 Minute, 54 Seconds: cost approximately 0.01 dollar. 10. Google n1-standard-8: $0.268 reported cost per hour, test consumed 1 Minute, 55 Seconds: cost approximately 0.01 dollar. 11. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 47 Seconds: cost approximately 0.03 dollar.12. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 3 Minutes, 1 Second: cost approximately 0.02 dollar.13. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 3 Minutes, 30 Seconds: cost approximately 0.02 dollar. 14. EC2 m5.large: $0.096 reported cost per hour, test consumed 7 Minutes, 9 Seconds: cost approximately 0.01 dollar.15. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 6 Minutes, 47 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.

Rodinia

Performance / Cost - Test: OpenMP LavaMD

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterRodinia 2.4Performance / Cost - Test: OpenMP LavaMDEC2 c5.18xlargeEC2 c5.9xlargeEC2 m5.12xlargeEC2 m4.16xlargeEC2 c4.8xlargeGoogle n1-highcpu-16EC2 m4.10xlargeGoogle n1-standard-16EC2 m5.4xlargeGoogle n1-highcpu-8Google n1-standard-8EC2 t2.2xlargeMicrosoft Azure D8s v3Microsoft Azure D4s v3EC2 m5.largeMicrosoft Azure E4s v33060901201501.372.673.163.413.704.925.667.398.069.8514.7414.9625.1849.5058.03116.581. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 1 Minute, 12 Seconds: cost approximately 0.06 dollar.2. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 2 Minutes, 18 Seconds: cost approximately 0.06 dollar.3. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 2 Minutes, 3 Seconds: cost approximately 0.08 dollar.4. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 1 Minute, 47 Seconds: cost approximately 0.1 dollar.5. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 2 Minutes, 42 Seconds: cost approximately 0.07 dollar.6. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 6 Minutes, 12 Seconds: cost approximately 0.04 dollar. 7. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 2 Minutes, 54 Seconds: cost approximately 0.1 dollar.8. Google n1-standard-16: $0.533 reported cost per hour, test consumed 6 Minutes, 14 Seconds: cost approximately 0.06 dollar. 9. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 5 Minutes, 50 Seconds: cost approximately 0.07 dollar.10. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 12 Minutes, 23 Seconds: cost approximately 0.04 dollar. 11. Google n1-standard-8: $0.268 reported cost per hour, test consumed 12 Minutes, 21 Seconds: cost approximately 0.06 dollar. 12. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 10 Minutes, 46 Seconds: cost approximately 0.07 dollar. 13. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 14 Minutes, 4 Seconds: cost approximately 0.09 dollar. 14. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 27 Minutes, 34 Seconds: cost approximately 0.09 dollar. 15. EC2 m5.large: $0.096 reported cost per hour, test consumed 41 Minutes, 30 Seconds: cost approximately 0.07 dollar.16. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 26 Minutes, 34 Seconds: cost approximately 0.22 dollar.

John The Ripper

Performance / Cost - Test: Blowfish

OpenBenchmarking.orgReal C/S Per Dollar, More Is BetterJohn The Ripper 1.8.0Performance / Cost - Test: BlowfishGoogle n1-standard-8Google n1-highcpu-8Google n1-highcpu-16Google n1-standard-16EC2 c5.18xlargeEC2 c5.9xlargeEC2 t2.2xlargeEC2 m5.4xlargeEC2 m5.12xlargeEC2 c4.8xlargeMicrosoft Azure D4s v3Microsoft Azure D8s v3EC2 m4.16xlargeEC2 m4.10xlargeEC2 m5.largeMicrosoft Azure E4s v3110K220K330K440K550K531100.00525600.00525050.00354966.67354735.29339922.22303350.00302350.00285146.15281566.67232300.00231050.00217172.22214836.36156200.0080633.331. Google n1-standard-8: $0.268 reported cost per hour, test consumed 3 Minutes, 20 Seconds: cost approximately 0.01 dollar. 2. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 3 Minutes, 20 Seconds: cost approximately 0.01 dollar. 3. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 3 Minutes, 20 Seconds: cost approximately 0.02 dollar. 4. Google n1-standard-16: $0.533 reported cost per hour, test consumed 3 Minutes, 20 Seconds: cost approximately 0.03 dollar. 5. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 3 Minutes, 22 Seconds: cost approximately 0.17 dollar.6. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 3 Minutes, 21 Seconds: cost approximately 0.09 dollar.7. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 3 Minutes, 19 Seconds: cost approximately 0.02 dollar. 8. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 3 Minutes, 20 Seconds: cost approximately 0.04 dollar.9. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 3 Minutes, 21 Seconds: cost approximately 0.13 dollar. 10. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 3 Minutes, 21 Seconds: cost approximately 0.09 dollar. 11. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 3 Minutes, 20 Seconds: cost approximately 0.01 dollar. 12. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 3 Minutes, 20 Seconds: cost approximately 0.02 dollar. 13. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 3 Minutes, 21 Seconds: cost approximately 0.18 dollar. 14. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 3 Minutes, 22 Seconds: cost approximately 0.11 dollar. 15. EC2 m5.large: $0.096 reported cost per hour, test consumed 3 Minutes, 20 Seconds: cost approximately 0.01 dollar.16. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 3 Minutes, 20 Seconds: cost approximately 0.03 dollar.

Open FMM Nero2D

Performance / Cost - Total Time

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterOpen FMM Nero2D 2.0.2Performance / Cost - Total TimeEC2 m4.16xlargeEC2 c4.8xlargeEC2 t2.2xlargeEC2 m4.10xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 m5.12xlargeGoogle n1-highcpu-16Google n1-highcpu-8Google n1-standard-16Google n1-standard-8EC2 m5.4xlargeMicrosoft Azure D8s v3EC2 m5.largeMicrosoft Azure D4s v3Microsoft Azure E4s v312243648601.831.852.612.882.904.814.885.215.957.607.758.0810.6221.3623.4752.771. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 1 Minute, 23 Seconds: cost approximately 0.07 dollar.2. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 1 Minute, 55 Seconds: cost approximately 0.05 dollar.3. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 4 Minutes, 26 Seconds: cost approximately 0.03 dollar. 4. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 2 Minutes, 7 Seconds: cost approximately 0.07 dollar.5. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 1 Minute, 40 Seconds: cost approximately 0.09 dollar.6. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 3 Minutes, 5 Seconds: cost approximately 0.08 dollar.7. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 2 Minutes, 30 Seconds: cost approximately 0.1 dollar.8. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 6 Minutes, 35 Seconds: cost approximately 0.04 dollar. 9. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 9 Minutes, 59 Seconds: cost approximately 0.03 dollar. 10. Google n1-standard-16: $0.533 reported cost per hour, test consumed 6 Minutes, 24 Seconds: cost approximately 0.06 dollar. 11. Google n1-standard-8: $0.268 reported cost per hour, test consumed 9 Minutes, 45 Seconds: cost approximately 0.04 dollar. 12. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 5 Minutes, 51 Seconds: cost approximately 0.07 dollar. 13. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 8 Minutes, 55 Seconds: cost approximately 0.06 dollar. 14. EC2 m5.large: $0.096 reported cost per hour, test consumed 26 Minutes, 47 Seconds: cost approximately 0.04 dollar.15. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 19 Minutes, 38 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.

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 MappingGoogle n1-standard-16Google n1-highcpu-16EC2 t2.2xlargeEC2 c5.9xlargeEC2 m5.12xlargeMicrosoft Azure D8s v3EC2 c4.8xlargeEC2 m4.10xlargeGoogle n1-standard-8Google n1-highcpu-8EC2 m4.16xlargeEC2 m5.4xlargeMicrosoft Azure D4s v3EC2 c5.18xlargeMicrosoft Azure E4s v3EC2 m5.large5K10K15K20K25K23888.0023496.0023107.0023013.5016827.3314243.0013976.6713150.6712981.0012466.009318.009241.507464.005612.672504.671344.001. Google n1-standard-16: $0.533 reported cost per hour, test consumed 1 Minute, 24 Seconds: cost approximately 0.01 dollar. 2. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 1 Minute, 25 Seconds: cost approximately 0.01 dollar. 3. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 1 Minute, 26 Seconds: cost approximately 0.01 dollar.4. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 53 Seconds: cost approximately 0.02 dollar.5. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 50 Seconds: cost approximately 0.03 dollar.6. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 2 Minutes, 6 Seconds: cost approximately 0.01 dollar. 7. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 58 Seconds: cost approximately 0.03 dollar.8. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 1 Minute: cost approximately 0.03 dollar.9. Google n1-standard-8: $0.268 reported cost per hour, test consumed 2 Minutes, 17 Seconds: cost approximately 0.01 dollar. 10. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 2 Minutes, 22 Seconds: cost approximately 0.01 dollar. 11. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 54 Seconds: cost approximately 0.05 dollar.12. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 1 Minute, 42 Seconds: cost approximately 0.02 dollar.13. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 3 Minutes, 41 Seconds: cost approximately 0.01 dollar. 14. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 1 Minute, 10 Seconds: cost approximately 0.06 dollar.15. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 3 Minutes, 40 Seconds: cost approximately 0.03 dollar. 16. EC2 m5.large: $0.096 reported cost per hour, test consumed 9 Minutes, 47 Seconds: cost approximately 0.02 dollar.

x264

Performance / Cost - H.264 Video Encoding

OpenBenchmarking.orgFrames Per Second Per Dollar, More Is Betterx264 2018-02-05Performance / Cost - H.264 Video EncodingEC2 c5.18xlargeEC2 c5.9xlargeEC2 m5.12xlargeEC2 c4.8xlargeEC2 m4.10xlargeEC2 m4.16xlargeEC2 m5.4xlargeGoogle n1-standard-16EC2 t2.2xlargeGoogle n1-standard-8Microsoft Azure D8s v3Microsoft Azure D4s v3Microsoft Azure E4s v34K8K12K16K20K17603.0013410.0012966.0010799.009743.005767.005546.005207.003843.002693.002682.001395.00604.001. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 15 Seconds: cost approximately 0.01 dollar.2. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 18 Seconds: cost approximately 0.01 dollar.3. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 18 Seconds: cost approximately 0.01 dollar.4. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 21 Seconds: cost approximately 0.01 dollar.5. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 23 Seconds: cost approximately 0.01 dollar.6. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 20 Seconds: cost approximately 0.02 dollar.7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 37 Seconds: cost approximately 0.01 dollar.8. Google n1-standard-16: $0.533 reported cost per hour, test consumed 39 Seconds: cost approximately 0.01 dollar.9. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 51 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 D8s v3: $0.3840 reported cost per hour, test consumed 1 Minute, 11 Seconds: cost approximately 0.01 dollar. 12. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 2 Minutes, 13 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

Performance / Cost - Compress Speed Test

OpenBenchmarking.orgMIPS Per Dollar, More Is Better7-Zip Compression 9.20.1Performance / Cost - Compress Speed TestGoogle n1-highcpu-16EC2 t2.2xlargeEC2 c5.9xlargeEC2 m5.4xlargeMicrosoft Azure D8s v3Google n1-standard-8EC2 m5.12xlargeEC2 c4.8xlargeGoogle n1-standard-16Google n1-highcpu-8EC2 c5.18xlargeEC2 m4.10xlargeMicrosoft Azure D4s v3Microsoft Azure E4s v3EC2 m4.16xlarge600K1200K1800K2400K3000K3025300.002391700.002298325.001832100.001701500.001613600.001609985.711561740.001511450.001499600.001462018.181082314.29914400.00870800.00770653.331. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 1 Minute, 56 Seconds: cost approximately 0.01 dollar. 2. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 1 Minute, 14 Seconds: cost approximately 0.01 dollar.3. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 1 Minute, 39 Seconds: cost approximately 0.04 dollar.4. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 1 Minute, 38 Seconds: cost approximately 0.02 dollar.5. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 1 Minute, 42 Seconds: cost approximately 0.01 dollar. 6. Google n1-standard-8: $0.268 reported cost per hour, test consumed 1 Minute, 46 Seconds: cost approximately 0.01 dollar. 7. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 1 Minute, 55 Seconds: cost approximately 0.07 dollar.8. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 1 Minute, 51 Seconds: cost approximately 0.05 dollar.9. Google n1-standard-16: $0.533 reported cost per hour, test consumed 1 Minute, 56 Seconds: cost approximately 0.02 dollar. 10. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 1 Minute, 52 Seconds: cost approximately 0.01 dollar. 11. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 2 Minutes, 6 Seconds: cost approximately 0.11 dollar.12. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 2 Minutes, 14 Seconds: cost approximately 0.07 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 E4s v3: $0.495 reported cost per hour, test consumed 1 Minute, 39 Seconds: cost approximately 0.01 dollar. 15. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 2 Minutes, 45 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 c5.18xlargeEC2 c5.9xlargeGoogle n1-highcpu-16EC2 m5.12xlargeEC2 c4.8xlargeGoogle n1-standard-16EC2 m4.16xlargeEC2 m4.10xlargeEC2 t2.2xlargeGoogle n1-highcpu-8EC2 m5.4xlargeGoogle n1-standard-8Microsoft Azure D8s v3Microsoft Azure D4s v3EC2 m5.largeMicrosoft Azure E4s v314284256701.962.282.502.853.053.373.734.134.274.925.156.2211.5622.9232.0861.891. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 1 Minute, 36 Seconds: cost approximately 0.08 dollar.2. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 2 Minutes, 13 Seconds: cost approximately 0.06 dollar.3. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 4 Minutes, 33 Seconds: cost approximately 0.03 dollar. 4. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 2 Minutes, 9 Seconds: cost approximately 0.08 dollar.5. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 2 Minutes, 35 Seconds: cost approximately 0.07 dollar.6. Google n1-standard-16: $0.533 reported cost per hour, test consumed 4 Minutes, 42 Seconds: cost approximately 0.04 dollar. 7. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 2 Minutes, 8 Seconds: cost approximately 0.11 dollar.8. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 2 Minutes, 43 Seconds: cost approximately 0.09 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-8: $0.199 reported cost per hour, test consumed 8 Minutes, 37 Seconds: cost approximately 0.03 dollar. 11. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 4 Minutes, 41 Seconds: cost approximately 0.06 dollar. 12. Google n1-standard-8: $0.268 reported cost per hour, test consumed 8 Minutes, 10 Seconds: cost approximately 0.04 dollar. 13. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 10 Minutes, 4 Seconds: cost approximately 0.06 dollar. 14. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 19 Minutes, 32 Seconds: cost approximately 0.06 dollar. 15. EC2 m5.large: $0.096 reported cost per hour, test consumed 32 Minutes, 29 Seconds: cost approximately 0.05 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 m4.10xlargeEC2 m4.16xlargeEC2 c5.18xlargeEC2 t2.2xlargeEC2 m5.12xlargeGoogle n1-standard-16Google n1-highcpu-16EC2 c5.9xlargeMicrosoft Azure D8s v3Google n1-standard-8Google n1-highcpu-8EC2 m5.4xlargeMicrosoft Azure D4s v3EC2 m5.largeMicrosoft Azure E4s v30.4320.8641.2961.7282.160.060.060.080.110.170.200.210.210.220.320.400.400.590.631.521.921. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 23 Seconds: cost approximately 0.01 dollar.2. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 23 Seconds: cost approximately 0.01 dollar.3. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 17 Seconds: cost approximately 0.02 dollar.4. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 21 Seconds: cost approximately 0.02 dollar.5. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 54 Seconds: cost approximately 0.01 dollar.6. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 34 Seconds: cost approximately 0.02 dollar.7. Google n1-standard-16: $0.533 reported cost per hour, test consumed 1 Minute, 7 Seconds: cost approximately 0.01 dollar. 8. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 1 Minute, 7 Seconds: cost approximately 0.01 dollar. 9. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 38 Seconds: cost approximately 0.02 dollar.10. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 1 Minute, 40 Seconds: cost approximately 0.01 dollar. 11. Google n1-standard-8: $0.268 reported cost per hour, test consumed 2 Minutes, 3 Seconds: cost approximately 0.01 dollar. 12. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 2 Minutes, 5 Seconds: cost approximately 0.01 dollar. 13. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 1 Minute, 33 Seconds: cost approximately 0.02 dollar.14. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 3 Minutes, 14 Seconds: cost approximately 0.01 dollar. 15. EC2 m5.large: $0.096 reported cost per hour, test consumed 7 Minutes, 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 c5.18xlargeEC2 c5.9xlargeEC2 c4.8xlargeEC2 m4.16xlargeEC2 m5.12xlargeGoogle n1-highcpu-16EC2 m4.10xlargeGoogle n1-standard-16Google n1-standard-8Google n1-highcpu-8EC2 m5.4xlargeMicrosoft Azure D8s v3Microsoft Azure D4s v3EC2 m5.largeMicrosoft Azure E4s v3EC2 t2.2xlarge204060801001.061.621.751.932.092.282.623.044.524.595.2310.3320.7730.8660.56101.401. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 1 Minute, 5 Seconds: cost approximately 0.06 dollar.2. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 1 Minute, 48 Seconds: cost approximately 0.05 dollar.3. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 1 Minute, 57 Seconds: cost approximately 0.05 dollar.4. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 1 Minute, 25 Seconds: cost approximately 0.08 dollar.5. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 1 Minute, 42 Seconds: cost approximately 0.07 dollar.6. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 3 Minutes, 59 Seconds: cost approximately 0.03 dollar. 7. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 2 Minutes, 5 Seconds: cost approximately 0.07 dollar.8. Google n1-standard-16: $0.533 reported cost per hour, test consumed 4 Minutes: cost approximately 0.04 dollar.9. Google n1-standard-8: $0.268 reported cost per hour, test consumed 7 Minutes, 44 Seconds: cost approximately 0.03 dollar. 10. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 7 Minutes, 51 Seconds: cost approximately 0.03 dollar. 11. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 4 Minutes, 34 Seconds: cost approximately 0.06 dollar. 12. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 8 Minutes, 50 Seconds: cost approximately 0.06 dollar. 13. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 17 Minutes, 31 Seconds: cost approximately 0.06 dollar. 14. EC2 m5.large: $0.096 reported cost per hour, test consumed 31 Minutes, 4 Seconds: cost approximately 0.05 dollar.15. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 19 Minutes, 9 Seconds: cost approximately 0.16 dollar. 16. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 28 Minutes, 22 Seconds: cost approximately 0.18 dollar.

LAME MP3 Encoding

Performance / Cost - WAV To MP3

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterLAME MP3 Encoding 3.100Performance / Cost - WAV To MP3EC2 t2.2xlargeGoogle n1-standard-8Google n1-highcpu-8Microsoft Azure D4s v3Google n1-standard-16Google n1-highcpu-16Microsoft Azure D8s v3Microsoft Azure E4s v3EC2 m5.4xlargeEC2 c5.9xlargeEC2 c4.8xlargeEC2 c5.18xlargeEC2 m4.10xlargeEC2 m5.12xlargeEC2 m4.16xlarge1.22182.44363.66544.88726.1090.420.450.460.470.900.910.920.931.321.781.883.213.643.925.431. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 2 Minutes, 10 Seconds: cost approximately 0.01 dollar. 2. Google n1-standard-8: $0.268 reported cost per hour, test consumed 2 Minutes, 18 Seconds: cost approximately 0.01 dollar. 3. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 2 Minutes, 21 Seconds: cost approximately 0.01 dollar. 4. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 2 Minutes, 24 Seconds: cost approximately 0.01 dollar. 5. Google n1-standard-16: $0.533 reported cost per hour, test consumed 2 Minutes, 18 Seconds: cost approximately 0.02 dollar. 6. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 2 Minutes, 21 Seconds: cost approximately 0.02 dollar. 7. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 2 Minutes, 21 Seconds: cost approximately 0.02 dollar. 8. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 2 Minutes, 23 Seconds: cost approximately 0.02 dollar. 9. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 2 Minutes, 16 Seconds: cost approximately 0.03 dollar.10. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 1 Minute, 51 Seconds: cost approximately 0.05 dollar.11. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 1 Minute, 56 Seconds: cost approximately 0.05 dollar.12. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 1 Minute, 51 Seconds: cost approximately 0.09 dollar.13. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 2 Minutes, 21 Seconds: cost approximately 0.08 dollar. 14. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 2 Minutes, 14 Seconds: cost approximately 0.09 dollar. 15. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 2 Minutes, 19 Seconds: cost approximately 0.12 dollar.

OpenSSL

Performance / Cost - RSA 4096-bit Performance

OpenBenchmarking.orgSigns Per Second Per Dollar, More Is BetterOpenSSL 1.1.0fPerformance / Cost - RSA 4096-bit PerformanceEC2 m5.4xlargeEC2 c5.9xlargeEC2 c5.18xlargeEC2 m5.12xlargeGoogle n1-standard-16Google n1-highcpu-16EC2 c4.8xlargeEC2 m4.16xlargeEC2 m4.10xlargeMicrosoft Azure D8s v3Microsoft Azure E4s v3EC2 t2.2xlarge40K80K120K160K200K186093.00155716.67155061.17141728.25109173.00107887.0085985.6766044.5060264.2547840.0037640.0017483.001. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 1 Minute, 4 Seconds: cost approximately 0.01 dollar.2. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 1 Minute, 4 Seconds: cost approximately 0.03 dollar.3. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 1 Minute, 5 Seconds: cost approximately 0.06 dollar.4. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 1 Minute, 4 Seconds: cost approximately 0.04 dollar.5. Google n1-standard-16: $0.533 reported cost per hour, test consumed 1 Minute, 5 Seconds: cost approximately 0.01 dollar. 6. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 1 Minute, 4 Seconds: cost approximately 0.01 dollar. 7. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 1 Minute, 4 Seconds: cost approximately 0.03 dollar.8. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 1 Minute, 4 Seconds: cost approximately 0.06 dollar.9. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 1 Minute, 5 Seconds: cost approximately 0.04 dollar.10. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 1 Minute, 4 Seconds: cost approximately 0.01 dollar. 11. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 1 Minute, 4 Seconds: cost approximately 0.01 dollar. 12. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 1 Minute, 5 Seconds: cost approximately 0.01 dollar.

Java JMH

Performance / Cost - Throughput

OpenBenchmarking.orgOps/s Per Dollar, More Is BetterJava JMHPerformance / Cost - ThroughputGoogle n1-highcpu-8Google n1-highcpu-16Google n1-standard-16Google n1-standard-8EC2 c5.9xlargeEC2 c5.18xlargeEC2 m5.largeEC2 c4.8xlargeEC2 m5.12xlargeEC2 m5.4xlargeMicrosoft Azure D4s v3Microsoft Azure D8s v3EC2 m4.10xlargeEC2 m4.16xlargeEC2 t2.2xlargeMicrosoft Azure E4s v3110000M220000M330000M440000M550000M532121109371.50426985937974.40356363083512.00355869025806.00338560494699.89338416419947.25317803619944.00314463478386.39274393827978.04271638255599.44263375550229.00261872253761.00229658181095.91221058747112.82105435775968.0085788910542.331. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 6 Minutes, 49 Seconds: cost approximately 0.02 dollar. 2. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 6 Minutes, 49 Seconds: cost approximately 0.05 dollar. 3. Google n1-standard-16: $0.533 reported cost per hour, test consumed 6 Minutes, 48 Seconds: cost approximately 0.06 dollar. 4. Google n1-standard-8: $0.268 reported cost per hour, test consumed 6 Minutes, 48 Seconds: cost approximately 0.03 dollar. 5. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 6 Minutes, 55 Seconds: cost approximately 0.18 dollar.6. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 7 Minutes, 1 Second: cost approximately 0.36 dollar.7. EC2 m5.large: $0.096 reported cost per hour, test consumed 6 Minutes, 47 Seconds: cost approximately 0.01 dollar.8. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 6 Minutes, 58 Seconds: cost approximately 0.18 dollar.9. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 6 Minutes, 57 Seconds: cost approximately 0.27 dollar. 10. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 6 Minutes, 53 Seconds: cost approximately 0.09 dollar. 11. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 6 Minutes, 49 Seconds: cost approximately 0.02 dollar. 12. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 6 Minutes, 49 Seconds: cost approximately 0.04 dollar. 13. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 6 Minutes, 59 Seconds: cost approximately 0.23 dollar. 14. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 7 Minutes, 4 Seconds: cost approximately 0.38 dollar.15. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 7 Minutes, 14 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.

PyBench

Performance / Cost - Total For Average Test Times

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyBench 2008-08-14Performance / Cost - Total For Average Test TimesEC2 t2.2xlargeGoogle n1-standard-8Google n1-highcpu-8Google n1-highcpu-16Microsoft Azure D8s v3Microsoft Azure D4s v3EC2 m5.4xlargeGoogle n1-standard-16Microsoft Azure E4s v3EC2 c5.9xlargeEC2 c4.8xlargeEC2 m5.12xlargeEC2 c5.18xlargeEC2 m4.10xlargeEC2 m4.16xlarge5010015020025018.3718.4618.7518.7619.5419.6532.7437.1639.1858.3682.15112.28130.77158.96239.041. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 2 Minutes, 8 Seconds: cost approximately 0.01 dollar.2. Google n1-standard-8: $0.268 reported cost per hour, test consumed 2 Minutes, 8 Seconds: cost approximately 0.01 dollar. 3. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 2 Minutes, 13 Seconds: cost approximately 0.01 dollar. 4. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 2 Minutes, 11 Seconds: cost approximately 0.01 dollar. 5. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 2 Minutes, 18 Seconds: cost approximately 0.01 dollar. 6. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 2 Minutes, 20 Seconds: cost approximately 0.01 dollar. 7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 1 Minute, 55 Seconds: cost approximately 0.02 dollar.8. Google n1-standard-16: $0.533 reported cost per hour, test consumed 2 Minutes, 9 Seconds: cost approximately 0.02 dollar. 9. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 2 Minutes, 22 Seconds: cost approximately 0.02 dollar. 10. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 1 Minute, 42 Seconds: cost approximately 0.04 dollar.11. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 1 Minute, 54 Seconds: cost approximately 0.05 dollar.12. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 1 Minute, 52 Seconds: cost approximately 0.07 dollar. 13. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 1 Minute, 41 Seconds: cost approximately 0.09 dollar.14. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 2 Minutes, 18 Seconds: cost approximately 0.08 dollar. 15. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 2 Minutes, 17 Seconds: cost approximately 0.12 dollar.

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 ServingGoogle n1-standard-8EC2 m5.largeGoogle n1-highcpu-8Google n1-highcpu-16Microsoft Azure D4s v3Google n1-standard-16EC2 t2.2xlargeMicrosoft Azure D8s v3EC2 c5.9xlargeEC2 m5.4xlargeMicrosoft Azure E4s v3EC2 c4.8xlargeEC2 m5.12xlargeEC2 m4.10xlargeEC2 c5.18xlargeEC2 m4.16xlarge300K600K900K1200K1500K1262795.001213251.001060154.00800178.00716441.50663912.00454381.00385792.00333322.44288009.86258014.67192423.08159720.25126937.00111905.5979298.151. Google n1-standard-8: $0.268 reported cost per hour, test consumed 4 Minutes, 17 Seconds: cost approximately 0.02 dollar. 2. EC2 m5.large: $0.096 reported cost per hour, test consumed 8 Minutes, 35 Seconds: cost approximately 0.01 dollar.3. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 5 Minutes, 3 Seconds: cost approximately 0.02 dollar. 4. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 4 Minutes, 29 Seconds: cost approximately 0.03 dollar. 5. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 7 Minutes, 18 Seconds: cost approximately 0.02 dollar. 6. Google n1-standard-16: $0.533 reported cost per hour, test consumed 4 Minutes, 5 Seconds: cost approximately 0.04 dollar. 7. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 5 Minutes, 50 Seconds: cost approximately 0.04 dollar. 8. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 6 Minutes, 47 Seconds: cost approximately 0.04 dollar. 9. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 3 Minutes, 37 Seconds: cost approximately 0.09 dollar.10. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 5 Minutes, 16 Seconds: cost approximately 0.07 dollar. 11. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 6 Minutes, 47 Seconds: cost approximately 0.06 dollar. 12. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 4 Minutes, 37 Seconds: cost approximately 0.12 dollar. 13. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 4 Minutes, 12 Seconds: cost approximately 0.16 dollar. 14. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 4 Minutes, 57 Seconds: cost approximately 0.17 dollar. 15. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 4 Minutes, 22 Seconds: cost approximately 0.22 dollar. 16. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 5 Minutes: cost approximately 0.27 dollar.

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesEC2 c5.9xlargeEC2 c5.18xlargeEC2 m5.largeEC2 m5.12xlargeEC2 m5.4xlargeEC2 c4.8xlargeGoogle n1-standard-8Google n1-standard-16EC2 t2.2xlargeGoogle n1-highcpu-16Google n1-highcpu-8Microsoft Azure E4s v3Microsoft Azure D4s v3Microsoft Azure D8s v3EC2 m4.10xlargeEC2 m4.16xlarge5001000150020002500SE +/- 3.48, N = 3SE +/- 3.53, N = 3SE +/- 14.67, N = 3SE +/- 4.51, N = 3SE +/- 3.84, N = 3SE +/- 8.66, N = 3SE +/- 4.73, N = 3SE +/- 4.91, N = 3SE +/- 0.33, N = 3SE +/- 2.52, N = 3SE +/- 1.45, N = 3SE +/- 11.57, N = 3SE +/- 0.88, N = 3SE +/- 12.44, N = 3SE +/- 4.16, N = 3SE +/- 2.40, N = 31607160917211777179218192035203620442063206921712191219322252239

PyBench

Performance / Cost - Total For Average Test Times

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyBench 2018-02-16Performance / Cost - Total For Average Test TimesGoogle n1-standard-8EC2 t2.2xlargeGoogle n1-highcpu-8Microsoft Azure D4s v3Google n1-standard-16Google n1-highcpu-16Microsoft Azure E4s v3Microsoft Azure D8s v3EC2 m5.4xlargeEC2 c5.9xlargeEC2 c4.8xlargeEC2 m5.12xlargeEC2 c5.18xlargeEC2 m4.10xlargeEC2 m4.16xlarge7014021028035020.3520.4420.6921.9140.7241.2643.4243.8653.7680.35109.14142.16160.90200.25313.461. Google n1-standard-8: $0.268 reported cost per hour, test consumed 2 Minutes, 23 Seconds: cost approximately 0.01 dollar. 2. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 2 Minutes, 24 Seconds: cost approximately 0.01 dollar. 3. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 2 Minutes, 29 Seconds: cost approximately 0.01 dollar. 4. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 2 Minutes, 38 Seconds: cost approximately 0.01 dollar. 5. Google n1-standard-16: $0.533 reported cost per hour, test consumed 2 Minutes, 22 Seconds: cost approximately 0.02 dollar. 6. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 2 Minutes, 25 Seconds: cost approximately 0.02 dollar. 7. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 2 Minutes, 40 Seconds: cost approximately 0.02 dollar. 8. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 2 Minutes, 37 Seconds: cost approximately 0.02 dollar. 9. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 2 Minutes, 7 Seconds: cost approximately 0.03 dollar.10. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 1 Minute, 53 Seconds: cost approximately 0.05 dollar.11. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 2 Minutes, 7 Seconds: cost approximately 0.06 dollar.12. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 2 Minutes, 5 Seconds: cost approximately 0.08 dollar. 13. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 1 Minute, 53 Seconds: cost approximately 0.1 dollar.14. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 2 Minutes, 35 Seconds: cost approximately 0.09 dollar. 15. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 2 Minutes, 36 Seconds: cost approximately 0.14 dollar.

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.17.1EC2 c4.8xlargeEC2 t2.2xlargeEC2 m4.16xlargeMicrosoft Azure E4s v3EC2 c5.9xlargeEC2 c5.18xlargeEC2 m4.10xlargeMicrosoft Azure D8s v3Microsoft Azure D4s v3EC2 m5.12xlargeEC2 m5.4xlargeEC2 m5.largeGoogle n1-standard-16Google n1-standard-8Google n1-highcpu-16Google n1-highcpu-860120180240300SE +/- 0.56, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 1.78, N = 3SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 1.48, N = 3SE +/- 0.52, N = 3SE +/- 0.35, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 9.88, N = 3SE +/- 0.47, N = 3SE +/- 0.62, N = 3SE +/- 0.83, N = 3SE +/- 0.80, N = 3164.09179.03182.92187.80190.08190.52191.67192.66196.96204.55211.86214.77252.14260.15264.88272.74

Scikit-Learn

Performance / Cost -

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterScikit-Learn 0.17.1Performance / Cost -EC2 m5.largeMicrosoft Azure D4s v3EC2 t2.2xlargeMicrosoft Azure D8s v3Google n1-highcpu-8Microsoft Azure E4s v3Google n1-standard-8Google n1-highcpu-16Google n1-standard-16EC2 m5.4xlargeEC2 c4.8xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m5.12xlargeEC2 m4.16xlargeEC2 c5.18xlarge204060801004.305.9110.7411.5613.6415.0215.6123.8427.7429.6636.1045.6261.3379.7789.6393.351. EC2 m5.large: $0.096 reported cost per hour, test consumed 10 Minutes, 49 Seconds: cost approximately 0.02 dollar.2. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 9 Minutes, 55 Seconds: cost approximately 0.03 dollar. 3. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 9 Minutes, 2 Seconds: cost approximately 0.06 dollar.4. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 9 Minutes, 42 Seconds: cost approximately 0.06 dollar. 5. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 13 Minutes, 43 Seconds: cost approximately 0.05 dollar. 6. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 9 Minutes, 27 Seconds: cost approximately 0.08 dollar. 7. Google n1-standard-8: $0.268 reported cost per hour, test consumed 13 Minutes, 4 Seconds: cost approximately 0.06 dollar. 8. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 13 Minutes, 19 Seconds: cost approximately 0.09 dollar. 9. Google n1-standard-16: $0.533 reported cost per hour, test consumed 12 Minutes, 40 Seconds: cost approximately 0.11 dollar. 10. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 10 Minutes, 40 Seconds: cost approximately 0.14 dollar. 11. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 8 Minutes, 17 Seconds: cost approximately 0.22 dollar. 12. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 9 Minutes, 35 Seconds: cost approximately 0.24 dollar.13. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 9 Minutes, 39 Seconds: cost approximately 0.32 dollar. 14. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 10 Minutes, 17 Seconds: cost approximately 0.39 dollar. 15. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 9 Minutes, 13 Seconds: cost approximately 0.49 dollar. 16. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 9 Minutes, 36 Seconds: cost approximately 0.49 dollar.

AOBench

Size: 2048 x 2048 - Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterAOBenchSize: 2048 x 2048 - Total TimeEC2 c4.8xlargeEC2 c5.18xlargeEC2 c5.9xlargeEC2 t2.2xlargeEC2 m4.16xlargeMicrosoft Azure E4s v3EC2 m5.4xlargeEC2 m5.largeEC2 m5.12xlargeEC2 m4.10xlargeMicrosoft Azure D8s v3Microsoft Azure D4s v3Google n1-standard-16Google n1-standard-8Google n1-highcpu-16Google n1-highcpu-820406080100SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.38, N = 3SE +/- 0.04, N = 3SE +/- 1.04, N = 3SE +/- 0.52, N = 3SE +/- 0.16, N = 3SE +/- 0.50, N = 3SE +/- 1.07, N = 3SE +/- 0.20, N = 3SE +/- 0.09, N = 3SE +/- 0.22, N = 3SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 355.3958.4258.7062.1864.5665.3265.4865.5166.2167.2467.4268.8572.8673.6574.2274.771. (CC) gcc options: -lm -O3

AOBench

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

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterAOBenchPerformance / Cost - Size: 2048 x 2048 - Total TimeEC2 m5.largeMicrosoft Azure D4s v3Google n1-highcpu-8EC2 t2.2xlargeMicrosoft Azure D8s v3Google n1-standard-8Microsoft Azure E4s v3Google n1-standard-16Google n1-highcpu-16EC2 m5.4xlargeEC2 c4.8xlargeEC2 c5.9xlargeEC2 m4.10xlargeEC2 m5.12xlargeEC2 c5.18xlargeEC2 m4.16xlarge36912150.660.690.751.241.351.471.962.192.232.624.434.707.408.618.7611.621. EC2 m5.large: $0.096 reported cost per hour, test consumed 3 Minutes, 21 Seconds: cost approximately 0.01 dollar.2. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 3 Minutes, 31 Seconds: cost approximately 0.01 dollar. 3. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 3 Minutes, 48 Seconds: cost approximately 0.01 dollar. 4. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 3 Minutes, 11 Seconds: cost approximately 0.02 dollar. 5. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 3 Minutes, 26 Seconds: cost approximately 0.02 dollar. 6. Google n1-standard-8: $0.268 reported cost per hour, test consumed 3 Minutes, 45 Seconds: cost approximately 0.02 dollar. 7. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 3 Minutes, 20 Seconds: cost approximately 0.03 dollar. 8. Google n1-standard-16: $0.533 reported cost per hour, test consumed 3 Minutes, 43 Seconds: cost approximately 0.03 dollar. 9. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 3 Minutes, 47 Seconds: cost approximately 0.03 dollar. 10. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 3 Minutes, 21 Seconds: cost approximately 0.04 dollar. 11. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 2 Minutes, 50 Seconds: cost approximately 0.08 dollar. 12. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 3 Minutes: cost approximately 0.08 dollar.13. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 3 Minutes, 26 Seconds: cost approximately 0.11 dollar. 14. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 3 Minutes, 22 Seconds: cost approximately 0.13 dollar. 15. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 2 Minutes, 59 Seconds: cost approximately 0.15 dollar. 16. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 3 Minutes, 18 Seconds: cost approximately 0.18 dollar.

Crafty

Elapsed Time

OpenBenchmarking.orgNodes Per Second, More Is BetterCrafty 25.2Elapsed TimeEC2 c5.18xlargeEC2 c5.9xlargeEC2 c4.8xlargeEC2 m5.12xlargeEC2 m5.4xlargeEC2 t2.2xlargeEC2 m5.largeEC2 m4.16xlargeEC2 m4.10xlargeGoogle n1-standard-16Microsoft Azure D8s v3Microsoft Azure D4s v3Microsoft Azure E4s v3Google n1-standard-8Google n1-highcpu-16Google n1-highcpu-81.5M3M4.5M6M7.5MSE +/- 7074.19, N = 3SE +/- 7226.78, N = 3SE +/- 24158.72, N = 3SE +/- 2343.50, N = 3SE +/- 7362.69, N = 3SE +/- 3484.54, N = 3SE +/- 87880.44, N = 3SE +/- 14246.76, N = 3SE +/- 24686.39, N = 3SE +/- 33738.56, N = 3SE +/- 30240.43, N = 3SE +/- 22944.13, N = 3SE +/- 35943.27, N = 3SE +/- 7660.06, N = 3SE +/- 3776.53, N = 3SE +/- 18368.33, N = 369749426968801648010463725966023992582404556915795378062536965152536875201506510643850424295040959493289848392031. (CC) gcc options: -lstdc++ -fprofile-use -pthread -lm

Crafty

Performance / Cost - Elapsed Time

OpenBenchmarking.orgNodes Per Second Per Dollar, More Is BetterCrafty 25.2Performance / Cost - Elapsed TimeEC2 t2.2xlargeMicrosoft Azure D8s v3Microsoft Azure D4s v3Google n1-standard-8Google n1-highcpu-16Google n1-highcpu-8EC2 m5.4xlargeGoogle n1-standard-16Microsoft Azure E4s v3EC2 c5.9xlargeEC2 c4.8xlargeEC2 m5.12xlargeEC2 m4.10xlargeEC2 c5.18xlargeEC2 m4.16xlarge120M240M360M480M600M582404500.00520150600.00510643800.00504095900.00493289800.00483920300.00301199600.00262684350.00252121450.00174220025.00162002600.00106209933.3389494183.3387186775.0053780620.001. EC2 t2.2xlarge: $0.3712 reported cost per hour, test consumed 1 Minute, 49 Seconds: cost approximately 0.01 dollar.2. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 1 Minute, 58 Seconds: cost approximately 0.01 dollar. 3. Microsoft Azure D4s v3: $0.1920 reported cost per hour, test consumed 2 Minutes: cost approximately 0.01 dollar.4. Google n1-standard-8: $0.268 reported cost per hour, test consumed 2 Minutes, 1 Second: cost approximately 0.01 dollar. 5. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 2 Minutes, 5 Seconds: cost approximately 0.01 dollar. 6. Google n1-highcpu-8: $0.199 reported cost per hour, test consumed 2 Minutes, 7 Seconds: cost approximately 0.01 dollar. 7. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 1 Minute, 43 Seconds: cost approximately 0.02 dollar.8. Google n1-standard-16: $0.533 reported cost per hour, test consumed 1 Minute, 58 Seconds: cost approximately 0.02 dollar. 9. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 2 Minutes, 2 Seconds: cost approximately 0.02 dollar. 10. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 1 Minute, 29 Seconds: cost approximately 0.04 dollar.11. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 1 Minute, 36 Seconds: cost approximately 0.04 dollar.12. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 1 Minute, 37 Seconds: cost approximately 0.06 dollar. 13. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 1 Minute, 55 Seconds: cost approximately 0.06 dollar.14. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 1 Minute, 29 Seconds: cost approximately 0.08 dollar.15. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 1 Minute, 54 Seconds: cost approximately 0.1 dollar.

Parboil

Performance / Cost - Test: OpenMP CUTCP

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterParboil 2.5Performance / Cost - Test: OpenMP CUTCPEC2 m4.16xlargeEC2 c5.18xlargeEC2 c4.8xlargeEC2 m4.10xlargeEC2 m5.12xlargeEC2 c5.9xlargeGoogle n1-standard-16Google n1-highcpu-16EC2 m5.4xlargeMicrosoft Azure D8s v3Google n1-standard-8Microsoft Azure D4s v3Microsoft Azure E4s v3EC2 m5.large0.22050.4410.66150.8821.10250.030.040.040.050.060.060.140.140.160.200.280.380.750.981. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 14 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 c4.8xlarge: $1.591 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 18 Seconds: cost approximately 0.01 dollar.5. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 21 Seconds: cost approximately 0.01 dollar.6. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 22 Seconds: cost approximately 0.01 dollar.7. Google n1-standard-16: $0.533 reported cost per hour, test consumed 47 Seconds: cost approximately 0.01 dollar.8. Google n1-highcpu-16: $0.399 reported cost per hour, test consumed 47 Seconds: cost approximately 0.01 dollar.9. EC2 m5.4xlarge: $0.768 reported cost per hour, test consumed 53 Seconds: cost approximately 0.01 dollar.10. Microsoft Azure D8s v3: $0.3840 reported cost per hour, test consumed 1 Minute, 3 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 E4s v3: $0.495 reported cost per hour, test consumed 1 Minute, 56 Seconds: cost approximately 0.02 dollar. 14. EC2 m5.large: $0.096 reported cost per hour, test consumed 4 Minutes, 58 Seconds: cost approximately 0.01 dollar.

Cost To Run Tests

Cost / Price Per Hour

OpenBenchmarking.orgCost / Price Per Hour, Fewer Is BetterCost To Run TestsCost / Price Per HourGoogle n1-highcpu-8EC2 m5.largeGoogle n1-standard-8Microsoft Azure D4s v3Google n1-highcpu-16Microsoft Azure D8s v3Google n1-standard-16EC2 m5.4xlargeMicrosoft Azure E4s v3EC2 c5.9xlargeEC2 c4.8xlargeEC2 m4.10xlargeEC2 m5.12xlargeEC2 c5.18xlargeEC2 m4.16xlarge0.63231.26461.89692.52923.16150.320.340.410.470.480.610.630.891.201.281.351.862.002.432.811. Google n1-highcpu-8: $0.199 reported cost per hour, running tests consumed 1 Hour, 35 Minutes, 11 Seconds: cost approximately 0.32 dollar. 2. EC2 m5.large: $0.096 reported cost per hour, running tests consumed 3 Hours, 30 Minutes, 28 Seconds: cost approximately 0.34 dollar. 3. Google n1-standard-8: $0.268 reported cost per hour, running tests consumed 1 Hour, 32 Minutes, 18 Seconds: cost approximately 0.41 dollar. 4. Microsoft Azure D4s v3: $0.1920 reported cost per hour, running tests consumed 2 Hours, 27 Minutes, 44 Seconds: cost approximately 0.47 dollar. 5. Google n1-highcpu-16: $0.399 reported cost per hour, running tests consumed 1 Hour, 12 Minutes, 24 Seconds: cost approximately 0.48 dollar. 6. Microsoft Azure D8s v3: $0.3840 reported cost per hour, running tests consumed 1 Hour, 35 Minutes, 54 Seconds: cost approximately 0.61 dollar. 7. Google n1-standard-16: $0.533 reported cost per hour, running tests consumed 1 Hour, 11 Minutes, 1 Second: cost approximately 0.63 dollar. 8. EC2 m5.4xlarge: $0.768 reported cost per hour, running tests consumed 1 Hour, 9 Minutes, 15 Seconds: cost approximately 0.89 dollar. 9. Microsoft Azure E4s v3: $0.495 reported cost per hour, running tests consumed 2 Hours, 25 Minutes, 51 Seconds: cost approximately 1.2 dollar. 10. EC2 c5.9xlarge: $1.53 reported cost per hour, running tests consumed 50 Minutes, 21 Seconds: cost approximately 1.28 dollar. 11. EC2 c4.8xlarge: $1.591 reported cost per hour, running tests consumed 50 Minutes, 46 Seconds: cost approximately 1.35 dollar. 12. EC2 m4.10xlarge: $2.00 reported cost per hour, running tests consumed 55 Minutes, 55 Seconds: cost approximately 1.86 dollar. 13. EC2 m5.12xlarge: $2.304 reported cost per hour, running tests consumed 52 Minutes, 9 Seconds: cost approximately 2 dollar. 14. EC2 c5.18xlarge: $3.06 reported cost per hour, running tests consumed 47 Minutes, 35 Seconds: cost approximately 2.43 dollar. 15. EC2 m4.16xlarge: $3.20 reported cost per hour, running tests consumed 52 Minutes, 42 Seconds: cost approximately 2.81 dollar.

Timed MAFFT Alignment

Performance / Cost - Multiple Sequence Alignment

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTimed MAFFT Alignment 6.864Performance / Cost - Multiple Sequence AlignmentEC2 m5.12xlargeEC2 c5.9xlargeEC2 c5.18xlargeEC2 c4.8xlargeEC2 m4.10xlargeMicrosoft Azure E4s v3EC2 m4.16xlarge0.06080.12160.18240.24320.3040.030.030.040.040.060.120.271. EC2 m5.12xlarge: $2.304 reported cost per hour, test consumed 14 Seconds: cost approximately 0.01 dollar.2. EC2 c5.9xlarge: $1.53 reported cost per hour, test consumed 12 Seconds: cost approximately 0.01 dollar.3. EC2 c5.18xlarge: $3.06 reported cost per hour, test consumed 17 Seconds: cost approximately 0.01 dollar.4. EC2 c4.8xlarge: $1.591 reported cost per hour, test consumed 18 Seconds: cost approximately 0.01 dollar.5. EC2 m4.10xlarge: $2.00 reported cost per hour, test consumed 21 Seconds: cost approximately 0.01 dollar.6. Microsoft Azure E4s v3: $0.495 reported cost per hour, test consumed 40 Seconds: cost approximately 0.01 dollar.7. EC2 m4.16xlarge: $3.20 reported cost per hour, test consumed 31 Seconds: cost approximately 0.03 dollar.

Phoronix Test Suite v10.8.4