Initial Apple M2 MacBook Air benchmarks on Asahi Linux for a future article by Michael Larabel.
Apple Mac Mini - M1 Processor: Apple M1 @ 2.06GHz (4 Cores / 8 Threads), Motherboard: Apple Mac mini (M1 2020), Memory: 8GB, Disk: 251GB APPLE SSD AP0256Q + 2 x 0GB APPLE SSD AP0256Q, Graphics: llvmpipe, Network: Broadcom NetXtreme BCM57762 PCIe + Broadcom BRCM4378 + Broadcom Device 5f69
OS: Arch Linux ARM, Kernel: 5.19.0-rc7-asahi-2-1-ARCH (aarch64), Desktop: KDE Plasma 5.25.4, Display Server: X Server 1.21.1.4, OpenGL: 4.5 Mesa 22.1.4 (LLVM 14.0.6 128 bits), Compiler: GCC 12.1.0 + Clang 14.0.6, File-System: ext4, Screen Resolution: 1920x1080
Compiler Notes: --build=aarch64-unknown-linux-gnu --disable-libssp --disable-libstdcxx-pch --disable-multilib --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-fix-cortex-a53-835769 --enable-fix-cortex-a53-843419 --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=c,c++,fortran,go,lto,objc,obj-c++ --enable-lto --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-unknown-linux-gnu --mandir=/usr/share/man --with-arch=armv8-a --with-linker-hash-style=gnuProcessor Notes: Scaling Governor: apple-cpufreq schedutilJava Notes: OpenJDK Runtime Environment (build 11.0.16+8)Python Notes: Python 3.10.5Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Not affected + srbds: Not affected + tsx_async_abort: Not affected
Apple MacBook Air - M2 Processor: Apple M2 @ 2.42GHz (4 Cores / 8 Threads)Motherboard: Apple MacBook Air (13 h M2 2022)Memory: 8GB, Disk: 251GB APPLE SSD AP0256Z + 2 x 0GB APPLE SSD AP0256ZGraphics: llvmpipe, Network: Broadcom Device 4433 + Broadcom Device 5f71
OS: Arch rolling, Kernel: 5.19.0-rc7-asahi-2-1-ARCH (aarch64), Desktop: KDE Plasma 5.25.4, Display Server: X Server 1.21.1.4, OpenGL: 4.5 Mesa 22.1.4 (LLVM 14.0.6 128 bits), Compiler: GCC 12.1.0 + Clang 14.0.6, File-System: ext4, Screen Resolution: 2560x1600
MSI MS-14C6 - Core i7 1280P Processor: Intel Core i7-1280P @ 4.80GHz (14 Cores / 20 Threads)Motherboard: MSI MS-14C6 (E14C6IMS.115 BIOS)Chipset: Intel Alder Lake PCHMemory: 16GBDisk: 1024GB Micron_3400_MTFDKBA1T0TFHGraphics: MSI Intel ADL GT2 15GB (1450MHz)Audio: Intel Alder Lake PCH-P HD Audio, Network: Intel Alder Lake-P PCH CNVi WiFi
OS: Arch Linux, Kernel: 5.18.16-arch1-1 (x86_64), Desktop: KDE Plasma 5.25.4, Display Server: X Server 1.21.1.4 + Wayland, OpenGL: 4.6 Mesa 22.1.4, Vulkan: 1.3.211, Compiler: GCC 12.1.1 20220730, File-System: ext4, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: alwaysCompiler Notes: --disable-libssp --disable-libstdcxx-pch --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=c,c++,ada,fortran,go,lto,objc,obj-c++,d --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-build-config=bootstrap-lto --with-linker-hash-style=gnuProcessor Notes: Scaling Governor: intel_cpufreq schedutil - CPU Microcode: 0x41cJava Notes: OpenJDK Runtime Environment (build 11.0.16+8)Python Notes: Python 3.10.5Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected
ASUS G513QY - Ryzen 9 5900HX Processor: AMD Ryzen 9 5900HX @ 3.30GHz (8 Cores / 16 Threads)Motherboard: ASUS G513QY v1.0 (G513QY.318 BIOS)Chipset: AMD Renoir/CezanneMemory: 16GB, Disk: 512GB SAMSUNG MZVLQ512HBLU-00B00Graphics: ASUS AMD Cezanne 512MB (2500/1000MHz)Audio: AMD Navi 21/23Monitor: LQ156M1JW25Network: Realtek RTL8111/8168/8411 + MEDIATEK MT7921 802.11ax PCI
OS: Arch rolling, Kernel: 5.18.16-arch1-1 (x86_64), Desktop: KDE Plasma 5.25.4, Display Server: X Server 1.21.1.4 + Wayland, OpenGL: 4.6 Mesa 22.1.4 (LLVM 14.0.6 DRM 3.46), Vulkan: 1.3.211, Compiler: GCC 12.1.1 20220730, File-System: ext4, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: alwaysCompiler Notes: --disable-libssp --disable-libstdcxx-pch --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=c,c++,ada,fortran,go,lto,objc,obj-c++,d --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-build-config=bootstrap-lto --with-linker-hash-style=gnuProcessor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - Platform Profile: balanced - CPU Microcode: 0xa50000c - ACPI Profile: balancedJava Notes: OpenJDK Runtime Environment (build 11.0.16+8)Python Notes: Python 3.10.5Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected
ThinkPad X13 Gen3 - Ryzen 7 6850U Processor: AMD Ryzen 7 PRO 6850U @ 2.70GHz (8 Cores / 16 Threads)Motherboard: LENOVO 21CM0001US (R22ET46W 1.16 BIOS)Chipset: AMD Device 14b5Memory: 16GB, Disk: 512GB Micron MTFDKBA512TFKGraphics: AMD Radeon 680M 1GB (2200/400MHz)Audio: AMD Rembrandt Radeon HD AudioNetwork: Qualcomm QCNFA765
OS: Arch rolling, Kernel: 5.18.16-arch1-1 (x86_64), Desktop: KDE Plasma 5.25.4, Display Server: X Server 1.21.1.4 + Wayland, OpenGL: 4.6 Mesa 22.1.4 (LLVM 14.0.6 DRM 3.46), Vulkan: 1.3.211, Compiler: GCC 12.1.1 20220730 + Clang 14.0.6, File-System: ext4, Screen Resolution: 1920x1200
Kernel Notes: Transparent Huge Pages: alwaysCompiler Notes: --disable-libssp --disable-libstdcxx-pch --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=c,c++,ada,fortran,go,lto,objc,obj-c++,d --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-build-config=bootstrap-lto --with-linker-hash-style=gnuProcessor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - Platform Profile: balanced - CPU Microcode: 0xa404102 - ACPI Profile: balancedJava Notes: OpenJDK Runtime Environment (build 11.0.16+8)Python Notes: Python 3.10.5Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected
Apple M2 MacBook vs. AMD/Intel Linux Benchmarks Processor Motherboard Memory Disk Graphics Network Chipset Audio Monitor OS Kernel Desktop Display Server OpenGL Compiler File-System Screen Resolution Vulkan Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U Apple M1 @ 2.06GHz (4 Cores / 8 Threads) Apple Mac mini (M1 2020) 8GB 251GB APPLE SSD AP0256Q + 2 x 0GB APPLE SSD AP0256Q llvmpipe Broadcom NetXtreme BCM57762 PCIe + Broadcom BRCM4378 + Broadcom Device 5f69 Arch Linux ARM 5.19.0-rc7-asahi-2-1-ARCH (aarch64) KDE Plasma 5.25.4 X Server 1.21.1.4 4.5 Mesa 22.1.4 (LLVM 14.0.6 128 bits) GCC 12.1.0 + Clang 14.0.6 ext4 1920x1080 Apple M2 @ 2.42GHz (4 Cores / 8 Threads) Apple MacBook Air (13 h M2 2022) 251GB APPLE SSD AP0256Z + 2 x 0GB APPLE SSD AP0256Z Broadcom Device 4433 + Broadcom Device 5f71 Arch rolling 2560x1600 Intel Core i7-1280P @ 4.80GHz (14 Cores / 20 Threads) MSI MS-14C6 (E14C6IMS.115 BIOS) Intel Alder Lake PCH 16GB 1024GB Micron_3400_MTFDKBA1T0TFH MSI Intel ADL GT2 15GB (1450MHz) Intel Alder Lake PCH-P HD Audio Intel Alder Lake-P PCH CNVi WiFi Arch Linux 5.18.16-arch1-1 (x86_64) X Server 1.21.1.4 + Wayland 4.6 Mesa 22.1.4 1.3.211 GCC 12.1.1 20220730 1920x1080 AMD Ryzen 9 5900HX @ 3.30GHz (8 Cores / 16 Threads) ASUS G513QY v1.0 (G513QY.318 BIOS) AMD Renoir/Cezanne 512GB SAMSUNG MZVLQ512HBLU-00B00 ASUS AMD Cezanne 512MB (2500/1000MHz) AMD Navi 21/23 LQ156M1JW25 Realtek RTL8111/8168/8411 + MEDIATEK MT7921 802.11ax PCI Arch rolling 4.6 Mesa 22.1.4 (LLVM 14.0.6 DRM 3.46) AMD Ryzen 7 PRO 6850U @ 2.70GHz (8 Cores / 16 Threads) LENOVO 21CM0001US (R22ET46W 1.16 BIOS) AMD Device 14b5 512GB Micron MTFDKBA512TFK AMD Radeon 680M 1GB (2200/400MHz) AMD Rembrandt Radeon HD Audio Qualcomm QCNFA765 GCC 12.1.1 20220730 + Clang 14.0.6 1920x1200 OpenBenchmarking.org Compiler Details - Apple Mac Mini - M1: --build=aarch64-unknown-linux-gnu --disable-libssp --disable-libstdcxx-pch --disable-multilib --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-fix-cortex-a53-835769 --enable-fix-cortex-a53-843419 --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=c,c++,fortran,go,lto,objc,obj-c++ --enable-lto --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-unknown-linux-gnu --mandir=/usr/share/man --with-arch=armv8-a --with-linker-hash-style=gnu - Apple MacBook Air - M2: --build=aarch64-unknown-linux-gnu --disable-libssp --disable-libstdcxx-pch --disable-multilib --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-fix-cortex-a53-835769 --enable-fix-cortex-a53-843419 --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=c,c++,fortran,go,lto,objc,obj-c++ --enable-lto --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-unknown-linux-gnu --mandir=/usr/share/man --with-arch=armv8-a --with-linker-hash-style=gnu - MSI MS-14C6 - Core i7 1280P: --disable-libssp --disable-libstdcxx-pch --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=c,c++,ada,fortran,go,lto,objc,obj-c++,d --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-build-config=bootstrap-lto --with-linker-hash-style=gnu - ASUS G513QY - Ryzen 9 5900HX: --disable-libssp --disable-libstdcxx-pch --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=c,c++,ada,fortran,go,lto,objc,obj-c++,d --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-build-config=bootstrap-lto --with-linker-hash-style=gnu - ThinkPad X13 Gen3 - Ryzen 7 6850U: --disable-libssp --disable-libstdcxx-pch --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=c,c++,ada,fortran,go,lto,objc,obj-c++,d --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-build-config=bootstrap-lto --with-linker-hash-style=gnu Processor Details - Apple Mac Mini - M1: Scaling Governor: apple-cpufreq schedutil - Apple MacBook Air - M2: Scaling Governor: apple-cpufreq schedutil - MSI MS-14C6 - Core i7 1280P: Scaling Governor: intel_cpufreq schedutil - CPU Microcode: 0x41c - ASUS G513QY - Ryzen 9 5900HX: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - Platform Profile: balanced - CPU Microcode: 0xa50000c - ACPI Profile: balanced - ThinkPad X13 Gen3 - Ryzen 7 6850U: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - Platform Profile: balanced - CPU Microcode: 0xa404102 - ACPI Profile: balanced Java Details - OpenJDK Runtime Environment (build 11.0.16+8) Python Details - Python 3.10.5 Security Details - Apple Mac Mini - M1: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Apple MacBook Air - M2: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Not affected + srbds: Not affected + tsx_async_abort: Not affected - MSI MS-14C6 - Core i7 1280P: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected - ASUS G513QY - Ryzen 9 5900HX: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected - ThinkPad X13 Gen3 - Ryzen 7 6850U: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected Kernel Details - MSI MS-14C6 - Core i7 1280P, ASUS G513QY - Ryzen 9 5900HX, ThinkPad X13 Gen3 - Ryzen 7 6850U: Transparent Huge Pages: always
Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U Logarithmic Result Overview Phoronix Test Suite x265 LAME MP3 Encoding Liquid-DSP LeelaChessZero Etcpak LuaRadio FLAC Audio Encoding Primesieve LAMMPS Molecular Dynamics Simulator Cryptsetup ASTC Encoder Coremark Parallel BZIP2 Compression POV-Ray ASKAP WebP2 Image Encode TensorFlow Lite PyHPC Benchmarks VP9 libvpx Encoding Java Gradle Build OpenSSL GNU Octave Benchmark NCNN Google Draco XZ Compression TNN SecureMark Ngspice Build2 libavif avifenc RNNoise DaCapo Benchmark Xmrig GNU Radio Darktable Google SynthMark Renaissance simdjson Node.js V8 Web Tooling Benchmark PyBench Basis Universal libjpeg-turbo tjbench Numpy Benchmark Apache Spark PyPerformance Unpacking Firefox WebP Image Encode Inkscape GIMP Git GEGL
Apple M2 MacBook vs. AMD/Intel Linux Benchmarks compress-xz: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9 java-gradle-perf: Reactor cryptsetup: PBKDF2-sha512 cryptsetup: PBKDF2-whirlpool cryptsetup: AES-XTS 256b Encryption cryptsetup: AES-XTS 256b Decryption cryptsetup: Serpent-XTS 256b Encryption cryptsetup: Serpent-XTS 256b Decryption cryptsetup: Twofish-XTS 256b Encryption cryptsetup: Twofish-XTS 256b Decryption cryptsetup: AES-XTS 512b Encryption cryptsetup: AES-XTS 512b Decryption cryptsetup: Serpent-XTS 512b Encryption cryptsetup: Twofish-XTS 512b Encryption cryptsetup: Twofish-XTS 512b Decryption dacapobench: H2 dacapobench: Jython dacapobench: Tradesoap dacapobench: Tradebeans renaissance: Scala Dotty renaissance: Rand Forest renaissance: ALS Movie Lens renaissance: Apache Spark ALS renaissance: Apache Spark Bayes renaissance: Savina Reactors.IO renaissance: Apache Spark PageRank renaissance: Finagle HTTP Requests renaissance: In-Memory Database Shootout renaissance: Akka Unbalanced Cobwebbed Tree renaissance: Genetic Algorithm Using Jenetics + Futures basis: ETC1S basis: UASTC Level 0 basis: UASTC Level 2 basis: UASTC Level 3 encode-flac: WAV To FLAC encode-mp3: WAV To MP3 unpack-firefox: firefox-84.0.source.tar.xz darktable: Boat - CPU-only darktable: Server Rack - CPU-only darktable: Server Room - CPU-only tjbench: Decompression Throughput ngspice: C2670 ngspice: C7552 astcenc: Medium astcenc: Thorough astcenc: Exhaustive etcpak: Multi-Threaded - ETC2 etcpak: Single-Threaded - ETC2 draco: Lion draco: Church Facade webp2: Default webp2: Quality 75, Compression Effort 7 webp2: Quality 95, Compression Effort 7 webp2: Quality 100, Compression Effort 5 webp2: Quality 100, Lossless Compression webp: Quality 100, Lossless webp: Quality 100, Highest Compression gegl: Crop gegl: Scale gegl: Cartoon gegl: Reflect gegl: Antialias gegl: Tile Glass gegl: Wavelet Blur gegl: Color Enhance gegl: Rotate 90 Degrees gimp: resize gimp: rotate gimp: auto-levels gimp: unsharp-mask inkscape: SVG Files To PNG synthmark: VoiceMark_100 securemark: SecureMark-TLS xmrig: Monero - 1M lczero: Eigen numpy: octave-benchmark: rnnoise: tensorflow-lite: SqueezeNet tensorflow-lite: NASNet Mobile tensorflow-lite: Mobilenet Float tensorflow-lite: Mobilenet Quant tensorflow-lite: Inception ResNet V2 tnn: CPU - DenseNet tnn: CPU - MobileNet v2 tnn: CPU - SqueezeNet v2 tnn: CPU - SqueezeNet v1.1 ncnn: CPU - mobilenet ncnn: CPU-v2-v2 - mobilenet-v2 ncnn: CPU-v3-v3 - mobilenet-v3 ncnn: CPU - shufflenet-v2 ncnn: CPU - mnasnet ncnn: CPU - efficientnet-b0 ncnn: CPU - blazeface ncnn: CPU - googlenet ncnn: CPU - vgg16 ncnn: CPU - resnet18 ncnn: CPU - alexnet ncnn: CPU - resnet50 ncnn: CPU - yolov4-tiny ncnn: CPU - squeezenet_ssd ncnn: CPU - regnety_400m lammps: 20k Atoms lammps: Rhodopsin Protein askap: tConvolve MT - Gridding askap: tConvolve MT - Degridding askap: Hogbom Clean OpenMP askap: tConvolve OpenMP - Gridding askap: tConvolve OpenMP - Degridding pyhpc: CPU - Numpy - 1048576 - Equation of State pyhpc: CPU - Numpy - 1048576 - Isoneutral Mixing pyhpc: CPU - Numpy - 4194304 - Equation of State pyhpc: CPU - Numpy - 4194304 - Isoneutral Mixing coremark: CoreMark Size 666 - Iterations Per Second primesieve: 1e12 primesieve: 1e13 compress-zstd: 3 - Compression Speed compress-zstd: 3 - Decompression Speed compress-zstd: 8 - Compression Speed compress-zstd: 8 - Decompression Speed compress-zstd: 19 - Compression Speed compress-zstd: 19 - Decompression Speed compress-zstd: 3, Long Mode - Compression Speed compress-zstd: 3, Long Mode - Decompression Speed compress-zstd: 8, Long Mode - Compression Speed compress-zstd: 8, Long Mode - Decompression Speed compress-zstd: 19, Long Mode - Compression Speed compress-zstd: 19, Long Mode - Decompression Speed compress-pbzip2: FreeBSD-13.0-RELEASE-amd64-memstick.img Compression vpxenc: Speed 5 - Bosphorus 4K vpxenc: Speed 5 - Bosphorus 1080p x265: Bosphorus 4K x265: Bosphorus 1080p povray: Trace Time avifenc: 0 avifenc: 2 avifenc: 6 avifenc: 6, Lossless avifenc: 10, Lossless build2: Time To Compile pyperformance: go pyperformance: 2to3 pyperformance: chaos pyperformance: float pyperformance: nbody pyperformance: pathlib pyperformance: raytrace pyperformance: json_loads pyperformance: crypto_pyaes pyperformance: regex_compile pyperformance: python_startup pyperformance: django_template pyperformance: pickle_pure_python gnuradio: Five Back to Back FIR Filters gnuradio: Signal Source (Cosine) gnuradio: FIR Filter gnuradio: IIR Filter gnuradio: FM Deemphasis Filter gnuradio: Hilbert Transform liquid-dsp: 1 - 256 - 57 liquid-dsp: 2 - 256 - 57 liquid-dsp: 4 - 256 - 57 liquid-dsp: 8 - 256 - 57 liquid-dsp: 16 - 256 - 57 luaradio: Five Back to Back FIR Filters luaradio: FM Deemphasis Filter luaradio: Complex Phase openssl: SHA256 openssl: RSA4096 openssl: RSA4096 spark: 1000000 - 100 - SHA-512 Benchmark Time spark: 1000000 - 100 - Calculate Pi Benchmark spark: 1000000 - 100 - Calculate Pi Benchmark Using Dataframe spark: 1000000 - 100 - Group By Test Time spark: 1000000 - 100 - Repartition Test Time spark: 1000000 - 100 - Inner Join Test Time spark: 1000000 - 100 - Broadcast Inner Join Test Time spark: 1000000 - 2000 - SHA-512 Benchmark Time spark: 1000000 - 2000 - Calculate Pi Benchmark spark: 1000000 - 2000 - Calculate Pi Benchmark Using Dataframe spark: 1000000 - 2000 - Group By Test Time spark: 1000000 - 2000 - Repartition Test Time node-web-tooling: simdjson: Kostya simdjson: TopTweet simdjson: LargeRand simdjson: PartialTweets simdjson: DistinctUserID git: Time To Complete Common Git Commands pybench: Total For Average Test Times Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 6850U 53.486 167.360 3447375 734639 3937.6 3938.8 93.6 97.1 208.6 209.4 3854.8 3854.7 93.7 208.8 209.4 5371 3160 4624 4410 660.7 723.2 8675.6 3397.9 6879.5 5811.9 3150.7 2058.0 3910.6 9153.1 6277.6 27.422 6.550 38.646 79.606 28.232 28.524 17.788 6.335 0.735 3.679 206.812513 177.347 101.477 5.8986 17.2032 150.0211 575.607 110.403 3829 5743 5.493 304.977 615.668 12.735 1440.698 16.377 6.799 7.110 5.610 77.449 26.931 32.579 26.136 49.069 45.131 40.165 11.490 11.422 12.338 15.914 25.445 668.297 191241 2244.7 1264 621.11 4.509 23.027 5339.22 16220.7 3954.42 2212.84 64368.9 5537.563 324.951 78.575 337.016 14.50 2.60 2.35 2.17 2.52 4.24 2.50 13.63 34.19 8.46 13.32 19.03 17.49 16.62 5.87 4.017 3.955 1413.13 1414.37 191.572 1347.37 1643.60 0.152 0.320 0.804 1.298 175071.754427 27.285 348.819 3387.2 4443.1 734.2 4620.4 22.8 4123.6 240.6 4832.2 693 5057.2 19.4 4171.9 17.242 9.48 24.95 1.9 7.08 73.689 273.674 137.045 13.622 15.454 6.223 170.449 179 245 81.4 85.3 110 12.2 381 19.3 94.9 114 17.9 33.3 332 122.8 4823.0 506.0 1079.0 819.0 385.7 22237333 44432667 88848000 123873333 124016667 166.3 230.2 868.4 7881866037 1407.8 99409.4 3.68 250.712089460 14.62 3.43 3.18 2.27 1.96 4.73 251.11 14.49 4.60 3.77 13.28 2.91 3.96 0.97 3.9 3.97 45.935 921 45.338 143.375 3582836 784862 4315.8 4315.9 99.5 103.3 220.5 221.3 4120.5 4122.6 99.6 220.7 221.2 4590 2915 3760 3878 583.6 652.9 7581.6 3340.8 7761.0 5433.8 3004.7 1697.8 3439.0 7664.2 5968.2 24.044 6.004 33.817 72.604 27.270 26.670 16.872 7.310 0.660 3.405 222.620408 175.480 84.526 5.5464 21.5686 209.8306 653.639 119.753 3461 5079 4.871 384.281 852.460 12.403 1864.982 14.995 6.114 6.520 5.390 73.782 25.292 30.581 25.153 46.695 42.370 37.901 10.882 10.897 11.680 14.974 22.249 660.058 252290 2429.0 715 652.69 4.031 21.503 7293.79 17334.1 5693.84 2301.54 102043 5236.781 306.560 53.292 321.899 12.02 2.24 2.07 1.92 2.21 3.67 1.87 12.69 33.40 7.78 12.06 15.45 14.49 14.60 5.30 2.506 3.306 1536.83 1441.49 216.923 1456.37 1733.47 0.145 0.299 0.835 1.202 204530.928779 38.147 549.667 3620.6 4804.2 901.1 5005.4 26.2 4494.6 265.8 5241.2 723.0 5479.7 21.7 4531.1 15.890 10.24 25.25 4.50 21.70 88.329 327.571 151.669 15.811 17.942 5.523 210.764 165 223 74.0 76.2 98.8 11.2 350 17.8 87.1 105 10.4 30.7 305 155.2 6370.0 536.9 1147.1 823.1 413.9 23716667 47434667 94856000 137000000 137213333 145.4 380.8 857.9 8822667500 1533.8 107565.6 3.31 401.75 21.41 3.05 3.30 2.23 1.92 4.52 424.63 21.51 4.04 4.21 18.97 3.05 4.25 1.04 4.18 4.19 42.248 840 31.538 264.042 2522113 1062271 5349.1 5306.2 757.0 776.0 513.2 520.8 4759.4 4748.7 763.9 516.3 521.2 9212 2903 3297 11994 910.5 919.8 8932.5 3526.1 2050.2 7537.9 4087.8 6709.4 6088.4 13359.6 12080.5 23.181 5.469 40.634 82.542 11.286 6.163 17.067 5.377 0.387 2.520 227.704426 97.761 76.571 3.9715 9.5025 119.9723 2059.487 291.404 3780 5507 4.937 349.725 733.218 7.614 1525.860 13.096 5.997 6.127 6.078 73.163 24.509 31.603 22.838 51.816 41.011 47.655 18.318 11.466 12.112 14.606 24.356 978.967 295765 2981.9 439 509.71 5.661 15.294 7473.53 15809.8 4197.38 6556.08 96243.9 3052.907 267.029 44.134 165.087 18.57 4.00 4.04 4.96 4.93 8.11 2.02 17.49 47.63 17.01 13.17 32.26 27.18 23.15 10.89 3.781 6.753 1912.76 2186.02 215.424 2356.25 3333.38 0.237 0.430 1.374 1.782 248723.122279 43.883 627.922 3481.6 4396.6 611.1 3807.3 31.0 2963.8 214.0 4540.0 779.9 4945.9 26.8 3215.4 12.204 9.00 29.72 8.96 38.68 72.365 291.606 118.224 16.276 18.180 6.522 253.726 163 213 65.8 67.6 85.2 12.2 328 17.4 76.4 114 7.13 29.1 275 884.2 3966.7 909.1 378.0 1030.2 719.3 91541333 151672667 237028750 305279231 413727500 631.5 320.4 649.7 8004077077 1387.5 87169.5 5.31 254.24 15.68 4.85 4.60 3.11 2.48 6.72 254.07 15.57 5.98 4.99 13.66 4.30 5.65 1.54 5.10 5.89 47.530 674 34.498 145.887 2528723 861862 4945.3 4941.8 912.7 904.7 499.5 502.9 4137.9 4136.3 920.2 500.8 502.4 2879 3385 5455 3358 779.1 556.5 6400.1 2664.4 2470.6 5785.9 3226.9 4296.5 4312.0 13458.8 1503.3 22.243 5.736 26.005 50.019 11.563 5.920 14.677 5.421 0.526 5.281 269.382909 130.191 101.563 3.8249 9.1106 62.4572 1547.175 294.533 4744 6184 3.089 188.239 393.406 5.286 940.343 13.298 5.831 6.457 5.246 79.571 25.338 28.431 22.030 45.212 41.068 37.841 11.766 11.008 11.480 13.623 25.853 814.350 299294 2073.8 356 527.42 7.054 15.875 3104.19 9011.05 2342.82 3137.33 41000.3 2550.121 242.843 53.263 221.231 17.33 4.39 3.55 2.54 3.04 5.57 1.18 15.04 93.62 18.49 17.22 28.89 27.95 20.83 6.59 6.721 6.809 696.478 1340.50 135.075 914.104 1847.98 0.303 0.566 1.577 2.364 386252.459438 19.331 254.555 1939.3 4190.6 309.3 4354.1 26.4 3761.1 1146.0 4425.8 296.7 4582.9 23.7 3824.3 8.112 21.20 38.52 11.77 58.47 41.768 162.267 75.130 9.962 11.939 5.374 160.068 168 238 80.6 79.0 102 13.5 348 18.7 82.5 127 7.41 33.3 313 1149.1 3833.5 957.7 380.8 1033.4 662.6 75979667 146773333 283506667 547170000 592453333 1673.5 431.8 812.3 13854097817 2498.9 161576.6 5.39 162.17 8.99 4.88 3.46 2.75 2.18 6.58 161.61 8.91 6.73 4.47 15.31 3.62 5.31 1.24 4.80 5.39 41.332 788 35.154 158.256 2530785 861857 4741.1 4766.6 880.7 888.9 490.3 494.4 4057.9 4076.2 903.8 492.9 494.3 4105 3691 4823 3971 785.7 668.6 7351.3 3136.2 1859.7 6304.9 3789.0 5252.5 3935.1 12898.1 3688.4 24.625 6.261 35.184 70.031 11.503 5.911 15.246 5.888 0.516 4.375 267.258290 162.566 116.816 4.1982 9.1635 91.7269 1755.782 292.881 5965 8006 4.194 278.591 586.743 7.286 1386.214 13.095 5.849 6.580 5.595 75.763 25.628 29.278 22.674 46.319 41.564 39.646 12.997 11.868 12.660 14.463 26.673 785.942 308556 3108.7 461 522.01 7.214 15.963 4444.49 10854.3 3324.09 4578.45 59615.6 2858.254 251.579 53.193 219.050 14.34 3.88 3.34 2.77 3.05 5.15 1.38 13.05 58.99 15.31 13.19 24.93 24.27 19.78 6.98 4.753 5.336 1230.78 1754.82 199.077 1512.82 2130.14 0.291 0.575 1.562 2.413 277973.302718 29.729 382.142 1995.6 325.6 4060.0 28.6 3570.2 590.1 4155.1 373.0 4297.0 24.8 3567.8 10.194 14.46 33.80 10.33 48.29 61.691 215.300 96.890 13.281 16.111 6.390 197.433 169 239 78.3 78.6 104 12.6 347 18.7 80.1 124 7.99 32.4 312 945.2 3039.1 969.5 379.0 1019.7 655.4 73462333 140990000 244286667 386746667 409770000 1320.2 412.7 828.7 9528606580 1807.6 115075.2 4.65 247.609988086 13.53 4.71 3.54 2.50 2.07 5.77 247.704035596 13.50 5.93 4.27 14.09 3.60 5.34 1.23 4.80 5.42 41.944 773 1982.6 OpenBenchmarking.org
XZ Compression This test measures the time needed to compress a sample file (an Ubuntu file-system image) using XZ compression. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better XZ Compression 5.2.4 Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 12 24 36 48 60 SE +/- 0.56, N = 3 SE +/- 0.22, N = 3 SE +/- 0.62, N = 14 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 53.49 45.34 31.54 34.50 35.15 1. (CC) gcc options: -fvisibility=hidden -O2
Java Gradle Build This test runs Java software project builds using the Gradle build system. It is intended to give developers an idea as to the build performance for development activities and build servers. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Java Gradle Build Gradle Build: Reactor Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 60 120 180 240 300 SE +/- 1.60, N = 12 SE +/- 1.64, N = 12 SE +/- 6.49, N = 9 SE +/- 2.06, N = 12 SE +/- 1.81, N = 12 167.36 143.38 264.04 145.89 158.26
Cryptsetup This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Iterations Per Second, More Is Better Cryptsetup PBKDF2-sha512 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 800K 1600K 2400K 3200K 4000K SE +/- 1888.00, N = 3 SE +/- 2039.33, N = 3 SE +/- 24731.63, N = 3 SE +/- 2034.33, N = 3 SE +/- 6196.08, N = 3 3447375 3582836 2522113 2528723 2530785
OpenBenchmarking.org Iterations Per Second, More Is Better Cryptsetup PBKDF2-whirlpool Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 200K 400K 600K 800K 1000K SE +/- 343.33, N = 3 SE +/- 0.00, N = 3 SE +/- 18017.75, N = 3 SE +/- 2870.31, N = 3 SE +/- 2502.89, N = 3 734639 784862 1062271 861862 861857
OpenBenchmarking.org MiB/s, More Is Better Cryptsetup AES-XTS 256b Encryption Apple MacBook Air - M2 Apple Mac Mini - M1 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1100 2200 3300 4400 5500 SE +/- 2.70, N = 3 SE +/- 0.74, N = 3 SE +/- 154.97, N = 3 SE +/- 8.53, N = 3 SE +/- 43.16, N = 3 4323.7 3937.6 5349.1 4945.3 4741.1
OpenBenchmarking.org MiB/s, More Is Better Cryptsetup AES-XTS 256b Decryption Apple MacBook Air - M2 Apple Mac Mini - M1 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1100 2200 3300 4400 5500 SE +/- 3.01, N = 3 SE +/- 0.36, N = 3 SE +/- 131.25, N = 3 SE +/- 16.34, N = 3 SE +/- 23.59, N = 3 4324.7 3938.8 5306.2 4941.8 4766.6
OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Serpent-XTS 256b Encryption Apple MacBook Air - M2 Apple Mac Mini - M1 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 200 400 600 800 1000 SE +/- 0.00, N = 3 SE +/- 0.10, N = 3 SE +/- 1.40, N = 3 SE +/- 3.80, N = 3 SE +/- 21.30, N = 3 99.6 93.6 757.0 912.7 880.7
OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Serpent-XTS 256b Decryption Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 200 400 600 800 1000 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 5.51, N = 3 SE +/- 2.69, N = 3 SE +/- 0.99, N = 3 97.1 103.3 776.0 904.7 888.9
OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Twofish-XTS 256b Encryption Apple MacBook Air - M2 Apple Mac Mini - M1 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 110 220 330 440 550 SE +/- 0.03, N = 3 SE +/- 0.19, N = 3 SE +/- 3.06, N = 3 SE +/- 0.91, N = 3 SE +/- 1.29, N = 3 220.7 208.6 513.2 499.5 490.3
OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Twofish-XTS 256b Decryption Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 110 220 330 440 550 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 SE +/- 3.55, N = 3 SE +/- 2.06, N = 3 SE +/- 0.15, N = 3 209.4 221.3 520.8 502.9 494.4
OpenBenchmarking.org MiB/s, More Is Better Cryptsetup AES-XTS 512b Encryption Apple MacBook Air - M2 Apple Mac Mini - M1 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1000 2000 3000 4000 5000 SE +/- 2.38, N = 3 SE +/- 0.93, N = 3 SE +/- 53.34, N = 3 SE +/- 10.72, N = 3 SE +/- 26.47, N = 3 4128.3 3854.8 4759.4 4137.9 4057.9
OpenBenchmarking.org MiB/s, More Is Better Cryptsetup AES-XTS 512b Decryption Apple MacBook Air - M2 Apple Mac Mini - M1 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1000 2000 3000 4000 5000 SE +/- 2.68, N = 3 SE +/- 0.59, N = 3 SE +/- 44.70, N = 3 SE +/- 12.94, N = 3 SE +/- 7.75, N = 3 4129.8 3854.7 4748.7 4136.3 4076.2
OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Serpent-XTS 512b Encryption Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 200 400 600 800 1000 SE +/- 5.01, N = 3 SE +/- 4.08, N = 3 SE +/- 0.68, N = 3 93.7 99.6 763.9 920.2 903.8
OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Twofish-XTS 512b Encryption Apple MacBook Air - M2 Apple Mac Mini - M1 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 110 220 330 440 550 SE +/- 0.00, N = 2 SE +/- 0.05, N = 2 SE +/- 3.40, N = 3 SE +/- 2.25, N = 3 SE +/- 0.85, N = 2 220.6 208.8 516.3 500.8 492.9
OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Twofish-XTS 512b Decryption Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 110 220 330 440 550 SE +/- 0.05, N = 2 SE +/- 0.00, N = 2 SE +/- 3.06, N = 3 SE +/- 2.42, N = 3 SE +/- 0.84, N = 3 209.4 221.2 521.2 502.4 494.3
DaCapo Benchmark This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: H2 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 2K 4K 6K 8K 10K SE +/- 53.62, N = 20 SE +/- 62.55, N = 20 SE +/- 237.36, N = 20 SE +/- 34.68, N = 20 SE +/- 25.22, N = 20 5371 4590 9212 2879 4105
OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: Jython Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 800 1600 2400 3200 4000 SE +/- 19.98, N = 4 SE +/- 18.65, N = 4 SE +/- 184.82, N = 20 SE +/- 26.59, N = 4 SE +/- 28.92, N = 20 3160 2915 2903 3385 3691
OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: Tradesoap Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1200 2400 3600 4800 6000 SE +/- 38.28, N = 9 SE +/- 19.67, N = 4 SE +/- 32.51, N = 4 SE +/- 20.13, N = 3 SE +/- 55.90, N = 4 4624 3760 3297 5455 4823
OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: Tradebeans Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 3K 6K 9K 12K 15K SE +/- 41.40, N = 4 SE +/- 45.28, N = 20 SE +/- 331.66, N = 20 SE +/- 22.99, N = 4 SE +/- 32.32, N = 4 4410 3878 11994 3358 3971
Renaissance Renaissance is a suite of benchmarks designed to test the Java JVM from Apache Spark to a Twitter-like service to Scala and other features. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Scala Dotty Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 200 400 600 800 1000 SE +/- 13.74, N = 15 SE +/- 1.32, N = 3 SE +/- 51.23, N = 13 SE +/- 11.07, N = 15 SE +/- 3.50, N = 3 660.7 583.6 910.5 779.1 785.7 MIN: 435.54 / MAX: 1311.79 MIN: 384.17 / MAX: 865.73 MIN: 462.97 / MAX: 2837.91 MIN: 567.34 / MAX: 1863.43 MIN: 612.31 / MAX: 2066.61
OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Random Forest Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 200 400 600 800 1000 SE +/- 2.39, N = 3 SE +/- 3.46, N = 3 SE +/- 12.55, N = 13 SE +/- 2.36, N = 3 SE +/- 0.89, N = 3 723.2 652.9 919.8 556.5 668.6 MIN: 543.58 / MAX: 861.69 MIN: 510.8 / MAX: 878.7 MIN: 636.28 / MAX: 1372.38 MIN: 501.05 / MAX: 688.34 MIN: 585.53 / MAX: 858.98
OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: ALS Movie Lens Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 2K 4K 6K 8K 10K SE +/- 105.22, N = 4 SE +/- 21.46, N = 3 SE +/- 17.75, N = 3 SE +/- 21.10, N = 3 SE +/- 13.71, N = 3 8675.6 7581.6 8932.5 6400.1 7351.3 MIN: 8524.52 / MAX: 9770.54 MIN: 7540.84 / MAX: 8294.24 MIN: 8731.34 / MAX: 10132.66 MIN: 6366.77 / MAX: 7061.05 MIN: 7323.83 / MAX: 8250.43
OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Apache Spark ALS Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 800 1600 2400 3200 4000 SE +/- 83.84, N = 15 SE +/- 30.77, N = 15 SE +/- 5.21, N = 3 SE +/- 16.51, N = 3 SE +/- 6.70, N = 3 3397.9 3340.8 3526.1 2664.4 3136.2 MIN: 3032.46 / MAX: 4359.62 MIN: 2901.87 / MAX: 3813.56 MIN: 3281.13 / MAX: 3808.45 MIN: 2458.42 / MAX: 2867.51 MIN: 2971.75 / MAX: 3358.15
OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Apache Spark Bayes Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1700 3400 5100 6800 8500 SE +/- 37.70, N = 3 SE +/- 81.89, N = 5 SE +/- 5.80, N = 3 SE +/- 3.86, N = 3 SE +/- 24.40, N = 3 6879.5 7761.0 2050.2 2470.6 1859.7 MIN: 5430.06 / MAX: 6927.73 MIN: 5753.2 / MAX: 12809.43 MIN: 1383.62 / MAX: 2229.01 MIN: 1908.55 / MAX: 2494.55 MIN: 1352.97 / MAX: 1895.68
OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Savina Reactors.IO Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1600 3200 4800 6400 8000 SE +/- 47.76, N = 3 SE +/- 62.21, N = 12 SE +/- 79.10, N = 3 SE +/- 17.66, N = 3 SE +/- 26.72, N = 3 5811.9 5433.8 7537.9 5785.9 6304.9 MIN: 5717.61 / MAX: 9003.38 MIN: 5084.52 / MAX: 9675.5 MIN: 7421.61 / MAX: 11253.03 MIN: 5756.39 / MAX: 7931.3 MIN: 6256.81 / MAX: 8680.32
OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Apache Spark PageRank Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 900 1800 2700 3600 4500 SE +/- 32.22, N = 3 SE +/- 25.39, N = 15 SE +/- 58.11, N = 3 SE +/- 33.91, N = 4 SE +/- 31.71, N = 3 3150.7 3004.7 4087.8 3226.9 3789.0 MIN: 2860.25 / MAX: 3283.87 MIN: 2466.19 / MAX: 3300.89 MIN: 3439.92 / MAX: 4789.34 MIN: 2963.98 / MAX: 3469.6 MIN: 3316.64 / MAX: 4168.89
OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Finagle HTTP Requests Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1400 2800 4200 5600 7000 SE +/- 5.85, N = 3 SE +/- 17.03, N = 6 SE +/- 75.15, N = 4 SE +/- 13.50, N = 3 SE +/- 14.11, N = 3 2058.0 1697.8 6709.4 4296.5 5252.5 MIN: 1830.84 / MAX: 2547.45 MIN: 1421.03 / MAX: 2150.12 MIN: 6222.97 / MAX: 7788.66 MIN: 3994.53 / MAX: 4794.87 MIN: 4895.34 / MAX: 5729.36
OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: In-Memory Database Shootout Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1300 2600 3900 5200 6500 SE +/- 19.22, N = 3 SE +/- 17.86, N = 3 SE +/- 76.17, N = 3 SE +/- 32.54, N = 3 SE +/- 15.85, N = 3 3910.6 3439.0 6088.4 4312.0 3935.1 MIN: 3758.51 / MAX: 4213.1 MIN: 3163.36 / MAX: 3920.23 MIN: 3246.45 / MAX: 9966.8 MIN: 3903.53 / MAX: 4839.38 MIN: 3579.24 / MAX: 4254.29
OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Akka Unbalanced Cobwebbed Tree Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 3K 6K 9K 12K 15K SE +/- 40.84, N = 3 SE +/- 66.25, N = 8 SE +/- 28.80, N = 3 SE +/- 16.30, N = 3 SE +/- 46.94, N = 3 9153.1 7664.2 13359.6 13458.8 12898.1 MIN: 6207.82 / MAX: 9223.11 MIN: 5243.9 / MAX: 7829.69 MIN: 10402.98 / MAX: 13417.02 MIN: 10537.57 / MAX: 13487.5 MIN: 10101.42 / MAX: 12974.59
OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Genetic Algorithm Using Jenetics + Futures Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 3K 6K 9K 12K 15K SE +/- 33.13, N = 3 SE +/- 78.56, N = 3 SE +/- 120.69, N = 3 SE +/- 3.73, N = 3 SE +/- 45.66, N = 3 6277.6 5968.2 12080.5 1503.3 3688.4 MIN: 5749.28 / MAX: 6700.23 MIN: 5477.1 / MAX: 6494.18 MIN: 11531.56 / MAX: 12688.04 MIN: 3487.78 / MAX: 3799.73
Basis Universal Basis Universal is a GPU texture codec. This test times how long it takes to convert sRGB PNGs into Basis Univeral assets with various settings. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.13 Settings: ETC1S Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 6 12 18 24 30 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 SE +/- 0.31, N = 15 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 27.42 24.04 23.18 22.24 24.63 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.13 Settings: UASTC Level 0 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 2 4 6 8 10 SE +/- 0.017, N = 3 SE +/- 0.019, N = 3 SE +/- 0.015, N = 3 SE +/- 0.002, N = 3 SE +/- 0.001, N = 3 6.550 6.004 5.469 5.736 6.261 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.13 Settings: UASTC Level 2 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 9 18 27 36 45 SE +/- 0.26, N = 3 SE +/- 0.35, N = 3 SE +/- 0.42, N = 5 SE +/- 0.03, N = 3 SE +/- 0.21, N = 3 38.65 33.82 40.63 26.01 35.18 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.13 Settings: UASTC Level 3 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 20 40 60 80 100 SE +/- 0.23, N = 3 SE +/- 0.95, N = 3 SE +/- 0.64, N = 15 SE +/- 0.02, N = 3 SE +/- 0.15, N = 3 79.61 72.60 82.54 50.02 70.03 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
FLAC Audio Encoding This test times how long it takes to encode a sample WAV file to FLAC format ten times. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better FLAC Audio Encoding 1.3.3 WAV To FLAC Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 7 14 21 28 35 SE +/- 0.06, N = 5 SE +/- 0.04, N = 5 SE +/- 0.06, N = 5 SE +/- 0.02, N = 5 SE +/- 0.01, N = 5 28.23 27.27 11.29 11.56 11.50 1. (CXX) g++ options: -fvisibility=hidden -logg -lm
LAME MP3 Encoding LAME is an MP3 encoder licensed under the LGPL. This test measures the time required to encode a WAV file to MP3 format. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better LAME MP3 Encoding 3.100 WAV To MP3 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 7 14 21 28 35 SE +/- 0.010, N = 3 SE +/- 0.007, N = 3 SE +/- 0.007, N = 3 SE +/- 0.023, N = 3 SE +/- 0.001, N = 3 28.524 26.670 6.163 5.920 5.911 -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe 1. (CC) gcc options: -lncurses -lm
Unpacking Firefox This simple test profile measures how long it takes to extract the .tar.xz source package of the Mozilla Firefox Web Browser. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Unpacking Firefox 84.0 Extracting: firefox-84.0.source.tar.xz Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 4 8 12 16 20 SE +/- 0.08, N = 4 SE +/- 0.11, N = 4 SE +/- 0.10, N = 4 SE +/- 0.02, N = 4 SE +/- 0.13, N = 8 17.79 16.87 17.07 14.68 15.25
Darktable Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Darktable 4.0.0 Test: Boat - Acceleration: CPU-only Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 2 4 6 8 10 SE +/- 0.089, N = 3 SE +/- 0.018, N = 3 SE +/- 0.115, N = 13 SE +/- 0.024, N = 3 SE +/- 0.004, N = 3 6.335 7.310 5.377 5.421 5.888
OpenBenchmarking.org Seconds, Fewer Is Better Darktable 4.0.0 Test: Server Rack - Acceleration: CPU-only Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 0.1654 0.3308 0.4962 0.6616 0.827 SE +/- 0.009, N = 3 SE +/- 0.003, N = 3 SE +/- 0.001, N = 3 SE +/- 0.002, N = 3 SE +/- 0.001, N = 3 0.735 0.660 0.387 0.526 0.516
OpenBenchmarking.org Seconds, Fewer Is Better Darktable 4.0.0 Test: Server Room - Acceleration: CPU-only Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1.1882 2.3764 3.5646 4.7528 5.941 SE +/- 0.011, N = 3 SE +/- 0.009, N = 3 SE +/- 0.002, N = 3 SE +/- 0.012, N = 3 SE +/- 0.010, N = 3 3.679 3.405 2.520 5.281 4.375
libjpeg-turbo tjbench tjbench is a JPEG decompression/compression benchmark that is part of libjpeg-turbo, a JPEG image codec library optimized for SIMD instructions on modern CPU architectures. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Megapixels/sec, More Is Better libjpeg-turbo tjbench 2.1.0 Test: Decompression Throughput Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 60 120 180 240 300 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 2.41, N = 15 SE +/- 0.74, N = 3 SE +/- 0.07, N = 3 206.81 222.62 227.70 269.38 267.26 -lm 1. (CC) gcc options: -O3 -rdynamic
Ngspice Ngspice is an open-source SPICE circuit simulator. Ngspice was originally based on the Berkeley SPICE electronic circuit simulator. Ngspice supports basic threading using OpenMP. This test profile is making use of the ISCAS 85 benchmark circuits. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Ngspice 34 Circuit: C2670 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 40 80 120 160 200 SE +/- 0.15, N = 3 SE +/- 6.45, N = 9 SE +/- 0.94, N = 15 SE +/- 0.65, N = 3 SE +/- 1.89, N = 12 177.35 175.48 97.76 130.19 162.57 1. (CC) gcc options: -O0 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lXft -lfontconfig -lXrender -lfreetype -lSM -lICE
OpenBenchmarking.org Seconds, Fewer Is Better Ngspice 34 Circuit: C7552 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 30 60 90 120 150 SE +/- 1.21, N = 3 SE +/- 0.39, N = 3 SE +/- 0.24, N = 3 SE +/- 0.28, N = 3 SE +/- 1.33, N = 3 101.48 84.53 76.57 101.56 116.82 1. (CC) gcc options: -O0 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lXft -lfontconfig -lXrender -lfreetype -lSM -lICE
ASTC Encoder ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 3.2 Preset: Medium Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1.3272 2.6544 3.9816 5.3088 6.636 SE +/- 0.0125, N = 3 SE +/- 0.0253, N = 3 SE +/- 0.0074, N = 3 SE +/- 0.0054, N = 3 SE +/- 0.0239, N = 3 5.8986 5.5464 3.9715 3.8249 4.1982 1. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 3.2 Preset: Thorough Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 5 10 15 20 25 SE +/- 0.0027, N = 3 SE +/- 0.1431, N = 15 SE +/- 0.5246, N = 12 SE +/- 0.3840, N = 15 SE +/- 0.0791, N = 3 17.2032 21.5686 9.5025 9.1106 9.1635 1. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 3.2 Preset: Exhaustive Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 50 100 150 200 250 SE +/- 0.01, N = 3 SE +/- 2.73, N = 3 SE +/- 0.66, N = 3 SE +/- 0.03, N = 3 SE +/- 0.30, N = 3 150.02 209.83 119.97 62.46 91.73 1. (CXX) g++ options: -O3 -flto -pthread
Etcpak Etcpack is the self-proclaimed "fastest ETC compressor on the planet" with focused on providing open-source, very fast ETC and S3 texture compression support. The test profile uses a 8K x 8K game texture as a sample input. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Mpx/s, More Is Better Etcpak 1.0 Benchmark: Multi-Threaded - Configuration: ETC2 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 400 800 1200 1600 2000 SE +/- 0.08, N = 3 SE +/- 0.13, N = 3 SE +/- 2.58, N = 3 SE +/- 9.47, N = 3 SE +/- 7.40, N = 3 575.61 653.64 2059.49 1547.18 1755.78 -mcpu=native -mcpu=native -march=native -march=native -march=native 1. (CXX) g++ options: -O3 -std=c++11 -lpthread
OpenBenchmarking.org Mpx/s, More Is Better Etcpak 1.0 Benchmark: Single-Threaded - Configuration: ETC2 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 60 120 180 240 300 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.09, N = 3 SE +/- 0.54, N = 3 SE +/- 0.43, N = 3 110.40 119.75 291.40 294.53 292.88 -mcpu=native -mcpu=native -march=native -march=native -march=native 1. (CXX) g++ options: -O3 -std=c++11 -lpthread
Google Draco Draco is a library developed by Google for compressing/decompressing 3D geometric meshes and point clouds. This test profile uses some Artec3D PLY models as the sample 3D model input formats for Draco compression/decompression. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better Google Draco 1.5.0 Model: Lion Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1300 2600 3900 5200 6500 SE +/- 0.88, N = 3 SE +/- 5.70, N = 3 SE +/- 8.19, N = 3 SE +/- 4.67, N = 3 SE +/- 7.21, N = 3 3829 3461 3780 4744 5965 1. (CXX) g++ options: -O3
OpenBenchmarking.org ms, Fewer Is Better Google Draco 1.5.0 Model: Church Facade Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 2K 4K 6K 8K 10K SE +/- 10.12, N = 3 SE +/- 5.49, N = 3 SE +/- 17.42, N = 3 SE +/- 4.81, N = 3 SE +/- 2.89, N = 3 5743 5079 5507 6184 8006 1. (CXX) g++ options: -O3
WebP2 Image Encode This is a test of Google's libwebp2 library with the WebP2 image encode utility and using a sample 6000x4000 pixel JPEG image as the input, similar to the WebP/libwebp test profile. WebP2 is currently experimental and under heavy development as ultimately the successor to WebP. WebP2 supports 10-bit HDR, more efficienct lossy compression, improved lossless compression, animation support, and full multi-threading support compared to WebP. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better WebP2 Image Encode 20220422 Encode Settings: Default Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1.2359 2.4718 3.7077 4.9436 6.1795 SE +/- 0.022, N = 3 SE +/- 0.024, N = 3 SE +/- 0.161, N = 12 SE +/- 0.017, N = 3 SE +/- 0.011, N = 3 5.493 4.871 4.937 3.089 4.194 -msse4.2 -msse4.2 -msse4.2 1. (CXX) g++ options: -fno-rtti -O3
OpenBenchmarking.org Seconds, Fewer Is Better WebP2 Image Encode 20220422 Encode Settings: Quality 75, Compression Effort 7 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 80 160 240 320 400 SE +/- 0.95, N = 3 SE +/- 6.10, N = 9 SE +/- 0.94, N = 3 SE +/- 0.99, N = 3 SE +/- 1.08, N = 3 304.98 384.28 349.73 188.24 278.59 -msse4.2 -msse4.2 -msse4.2 1. (CXX) g++ options: -fno-rtti -O3
OpenBenchmarking.org Seconds, Fewer Is Better WebP2 Image Encode 20220422 Encode Settings: Quality 95, Compression Effort 7 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 200 400 600 800 1000 SE +/- 1.23, N = 3 SE +/- 8.25, N = 3 SE +/- 7.65, N = 9 SE +/- 1.17, N = 3 SE +/- 0.46, N = 3 615.67 852.46 733.22 393.41 586.74 -msse4.2 -msse4.2 -msse4.2 1. (CXX) g++ options: -fno-rtti -O3
OpenBenchmarking.org Seconds, Fewer Is Better WebP2 Image Encode 20220422 Encode Settings: Quality 100, Compression Effort 5 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 3 6 9 12 15 SE +/- 0.006, N = 3 SE +/- 0.098, N = 9 SE +/- 0.247, N = 12 SE +/- 0.020, N = 3 SE +/- 0.012, N = 3 12.735 12.403 7.614 5.286 7.286 -msse4.2 -msse4.2 -msse4.2 1. (CXX) g++ options: -fno-rtti -O3
OpenBenchmarking.org Seconds, Fewer Is Better WebP2 Image Encode 20220422 Encode Settings: Quality 100, Lossless Compression Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 400 800 1200 1600 2000 SE +/- 1.14, N = 3 SE +/- 3.42, N = 3 SE +/- 2.88, N = 3 SE +/- 0.96, N = 3 SE +/- 1.26, N = 3 1440.70 1864.98 1525.86 940.34 1386.21 -msse4.2 -msse4.2 -msse4.2 1. (CXX) g++ options: -fno-rtti -O3
WebP Image Encode This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 4 8 12 16 20 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.08, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 16.38 15.00 13.10 13.30 13.10 1. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Highest Compression Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 2 4 6 8 10 SE +/- 0.001, N = 3 SE +/- 0.007, N = 3 SE +/- 0.004, N = 3 SE +/- 0.005, N = 3 SE +/- 0.027, N = 3 6.799 6.114 5.997 5.831 5.849 1. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16 -ltiff
GEGL GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Crop Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 2 4 6 8 10 SE +/- 0.079, N = 3 SE +/- 0.039, N = 3 SE +/- 0.060, N = 3 SE +/- 0.052, N = 3 SE +/- 0.045, N = 3 7.110 6.520 6.127 6.457 6.580
OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Scale Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 2 4 6 8 10 SE +/- 0.043, N = 15 SE +/- 0.011, N = 3 SE +/- 0.065, N = 5 SE +/- 0.016, N = 3 SE +/- 0.006, N = 3 5.610 5.390 6.078 5.246 5.595
OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Cartoon Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 20 40 60 80 100 SE +/- 0.05, N = 3 SE +/- 0.17, N = 3 SE +/- 0.80, N = 3 SE +/- 0.00, N = 3 SE +/- 0.09, N = 3 77.45 73.78 73.16 79.57 75.76
OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Reflect Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 6 12 18 24 30 SE +/- 0.04, N = 3 SE +/- 0.06, N = 3 SE +/- 0.24, N = 3 SE +/- 0.25, N = 3 SE +/- 0.07, N = 3 26.93 25.29 24.51 25.34 25.63
OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Antialias Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 8 16 24 32 40 SE +/- 0.14, N = 3 SE +/- 0.03, N = 3 SE +/- 0.22, N = 15 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 32.58 30.58 31.60 28.43 29.28
OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Tile Glass Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 6 12 18 24 30 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 SE +/- 0.09, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 26.14 25.15 22.84 22.03 22.67
OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Wavelet Blur Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 12 24 36 48 60 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.78, N = 15 SE +/- 0.05, N = 3 SE +/- 0.09, N = 3 49.07 46.70 51.82 45.21 46.32
OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Color Enhance Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 10 20 30 40 50 SE +/- 0.01, N = 3 SE +/- 0.10, N = 3 SE +/- 0.46, N = 3 SE +/- 0.04, N = 3 SE +/- 0.06, N = 3 45.13 42.37 41.01 41.07 41.56
OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Rotate 90 Degrees Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 11 22 33 44 55 SE +/- 0.08, N = 3 SE +/- 0.15, N = 3 SE +/- 0.40, N = 15 SE +/- 0.14, N = 3 SE +/- 0.16, N = 3 40.17 37.90 47.66 37.84 39.65
GIMP GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.32 Test: resize Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 5 10 15 20 25 SE +/- 0.12, N = 5 SE +/- 0.04, N = 3 SE +/- 0.07, N = 3 SE +/- 0.15, N = 3 SE +/- 0.14, N = 4 11.49 10.88 18.32 11.77 13.00
OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.32 Test: rotate Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.10, N = 3 SE +/- 0.00, N = 3 SE +/- 0.06, N = 3 11.42 10.90 11.47 11.01 11.87
OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.32 Test: auto-levels Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 3 6 9 12 15 SE +/- 0.04, N = 3 SE +/- 0.04, N = 3 SE +/- 0.14, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 12.34 11.68 12.11 11.48 12.66
OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.32 Test: unsharp-mask Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 4 8 12 16 20 SE +/- 0.02, N = 3 SE +/- 0.10, N = 3 SE +/- 0.09, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 15.91 14.97 14.61 13.62 14.46
Inkscape Inkscape is an open-source vector graphics editor. This test profile times how long it takes to complete various operations by Inkscape. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Inkscape Operation: SVG Files To PNG Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 6 12 18 24 30 SE +/- 0.17, N = 3 SE +/- 0.19, N = 3 SE +/- 0.31, N = 3 SE +/- 0.19, N = 3 SE +/- 0.04, N = 3 25.45 22.25 24.36 25.85 26.67 1. Inkscape 1.2.1 (9c6d41e410, 2022-07-14)
Google SynthMark SynthMark is a cross platform tool for benchmarking CPU performance under a variety of real-time audio workloads. It uses a polyphonic synthesizer model to provide standardized tests for latency, jitter and computational throughput. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Voices, More Is Better Google SynthMark 20201109 Test: VoiceMark_100 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 200 400 600 800 1000 SE +/- 0.31, N = 3 SE +/- 0.26, N = 3 SE +/- 0.65, N = 3 SE +/- 1.70, N = 3 SE +/- 4.90, N = 3 668.30 660.06 978.97 814.35 785.94 1. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast
SecureMark SecureMark is an objective, standardized benchmarking framework for measuring the efficiency of cryptographic processing solutions developed by EEMBC. SecureMark-TLS is benchmarking Transport Layer Security performance with a focus on IoT/edge computing. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org marks, More Is Better SecureMark 1.0.4 Benchmark: SecureMark-TLS Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 70K 140K 210K 280K 350K SE +/- 104.50, N = 3 SE +/- 187.56, N = 3 SE +/- 4544.59, N = 9 SE +/- 1452.88, N = 3 SE +/- 93.21, N = 3 191241 252290 295765 299294 308556 1. (CC) gcc options: -pedantic -O3
Xmrig Xmrig is an open-source cross-platform CPU/GPU miner for RandomX, KawPow, CryptoNight and AstroBWT. This test profile is setup to measure the Xmlrig CPU mining performance. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org H/s, More Is Better Xmrig 6.12.1 Variant: Monero - Hash Count: 1M Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 700 1400 2100 2800 3500 SE +/- 6.73, N = 3 SE +/- 44.02, N = 6 SE +/- 6.19, N = 3 SE +/- 6.60, N = 3 SE +/- 24.89, N = 3 2244.7 2429.0 2981.9 2073.8 3108.7 -maes -maes -maes 1. (CXX) g++ options: -fexceptions -fno-rtti -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc
LeelaChessZero LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.28 Backend: Eigen Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 300 600 900 1200 1500 SE +/- 18.19, N = 3 SE +/- 16.66, N = 9 SE +/- 5.90, N = 3 SE +/- 1.15, N = 3 SE +/- 4.80, N = 9 1264 715 439 356 461 1. (CXX) g++ options: -flto -pthread
Numpy Benchmark This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Score, More Is Better Numpy Benchmark Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 140 280 420 560 700 SE +/- 0.49, N = 3 SE +/- 0.84, N = 3 SE +/- 6.09, N = 12 SE +/- 0.95, N = 3 SE +/- 1.15, N = 3 621.11 652.69 509.71 527.42 522.01
GNU Octave Benchmark This test profile measures how long it takes to complete several reference GNU Octave files via octave-benchmark. GNU Octave is used for numerical computations and is an open-source alternative to MATLAB. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better GNU Octave Benchmark 7.2.0 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 2 4 6 8 10 SE +/- 0.021, N = 5 SE +/- 0.032, N = 5 SE +/- 0.026, N = 5 SE +/- 0.024, N = 5 SE +/- 0.039, N = 5 4.509 4.031 5.661 7.054 7.214
RNNoise RNNoise is a recurrent neural network for audio noise reduction developed by Mozilla and Xiph.Org. This test profile is a single-threaded test measuring the time to denoise a sample 26 minute long 16-bit RAW audio file using this recurrent neural network noise suppression library. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better RNNoise 2020-06-28 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 6 12 18 24 30 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.10, N = 3 SE +/- 0.04, N = 3 SE +/- 0.06, N = 3 23.03 21.50 15.29 15.88 15.96 1. (CC) gcc options: -O2 -pedantic -fvisibility=hidden -lm
TensorFlow Lite This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2022-05-18 Model: SqueezeNet Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1600 3200 4800 6400 8000 SE +/- 12.43, N = 3 SE +/- 134.59, N = 15 SE +/- 10.27, N = 3 SE +/- 21.59, N = 15 SE +/- 11.95, N = 3 5339.22 7293.79 7473.53 3104.19 4444.49
OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2022-05-18 Model: NASNet Mobile Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 4K 8K 12K 16K 20K SE +/- 35.24, N = 3 SE +/- 314.02, N = 12 SE +/- 320.92, N = 15 SE +/- 42.96, N = 3 SE +/- 15.59, N = 3 16220.70 17334.10 15809.80 9011.05 10854.30
OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2022-05-18 Model: Mobilenet Float Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1200 2400 3600 4800 6000 SE +/- 22.55, N = 3 SE +/- 49.79, N = 7 SE +/- 46.35, N = 4 SE +/- 0.64, N = 3 SE +/- 6.91, N = 3 3954.42 5693.84 4197.38 2342.82 3324.09
OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2022-05-18 Model: Mobilenet Quant Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1400 2800 4200 5600 7000 SE +/- 4.23, N = 3 SE +/- 27.12, N = 15 SE +/- 42.05, N = 15 SE +/- 43.59, N = 15 SE +/- 32.35, N = 15 2212.84 2301.54 6556.08 3137.33 4578.45
OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2022-05-18 Model: Inception ResNet V2 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 20K 40K 60K 80K 100K SE +/- 35.27, N = 3 SE +/- 1184.33, N = 12 SE +/- 901.13, N = 7 SE +/- 497.37, N = 3 SE +/- 217.28, N = 3 64368.9 102043.0 96243.9 41000.3 59615.6
TNN TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: DenseNet Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1200 2400 3600 4800 6000 SE +/- 4.29, N = 3 SE +/- 7.80, N = 3 SE +/- 4.41, N = 3 SE +/- 7.23, N = 3 SE +/- 3.69, N = 3 5537.56 5236.78 3052.91 2550.12 2858.25 MIN: 5480.96 / MAX: 5659.45 MIN: 5104.16 / MAX: 5331.99 MIN: 2759.31 / MAX: 3244.21 MIN: 2487.54 / MAX: 2606.98 MIN: 2782.67 / MAX: 2921.88 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: MobileNet v2 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 70 140 210 280 350 SE +/- 0.08, N = 3 SE +/- 0.03, N = 3 SE +/- 2.52, N = 15 SE +/- 0.30, N = 3 SE +/- 0.86, N = 3 324.95 306.56 267.03 242.84 251.58 MIN: 312.97 / MAX: 326.74 MIN: 301.82 / MAX: 307.24 MIN: 218.59 / MAX: 300.29 MIN: 241.32 / MAX: 244.98 MIN: 247.87 / MAX: 255.72 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: SqueezeNet v2 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 20 40 60 80 100 SE +/- 0.08, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 78.58 53.29 44.13 53.26 53.19 MIN: 78.35 / MAX: 78.77 MIN: 53.25 / MAX: 53.38 MIN: 43.2 / MAX: 45.2 MIN: 53.09 / MAX: 53.76 MIN: 52.86 / MAX: 53.53 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: SqueezeNet v1.1 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 70 140 210 280 350 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.82, N = 3 SE +/- 0.20, N = 3 SE +/- 0.16, N = 3 337.02 321.90 165.09 221.23 219.05 MIN: 336.8 / MAX: 337.16 MIN: 321.56 / MAX: 322.22 MIN: 159.57 / MAX: 171 MIN: 220.44 / MAX: 222.21 MIN: 217.97 / MAX: 220.33 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
NCNN NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: mobilenet Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 5 10 15 20 25 SE +/- 0.04, N = 3 SE +/- 0.17, N = 3 SE +/- 0.17, N = 15 SE +/- 0.11, N = 3 SE +/- 0.08, N = 3 14.50 12.02 18.57 17.33 14.34 MIN: 9.22 / MAX: 25.15 MIN: 8.15 / MAX: 25.34 MIN: 16.64 / MAX: 26 MIN: 16.7 / MAX: 19.78 MIN: 13.75 / MAX: 15.27 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU-v2-v2 - Model: mobilenet-v2 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 0.9878 1.9756 2.9634 3.9512 4.939 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 15 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 2.60 2.24 4.00 4.39 3.88 MIN: 2.54 / MAX: 12.05 MIN: 2.22 / MAX: 2.41 MIN: 3.92 / MAX: 8.68 MIN: 4.14 / MAX: 6.4 MIN: 3.57 / MAX: 4.33 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU-v3-v3 - Model: mobilenet-v3 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 0.909 1.818 2.727 3.636 4.545 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.09, N = 15 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 2.35 2.07 4.04 3.55 3.34 MIN: 2.31 / MAX: 2.63 MIN: 2.03 / MAX: 2.19 MIN: 3.39 / MAX: 8.79 MIN: 3.32 / MAX: 5.4 MIN: 3.1 / MAX: 3.72 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: shufflenet-v2 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1.116 2.232 3.348 4.464 5.58 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.10, N = 15 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 2.17 1.92 4.96 2.54 2.77 MIN: 2.14 / MAX: 2.34 MIN: 1.87 / MAX: 3.83 MIN: 3.59 / MAX: 13.15 MIN: 2.34 / MAX: 3.41 MIN: 2.45 / MAX: 4.77 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: mnasnet Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1.1093 2.2186 3.3279 4.4372 5.5465 SE +/- 0.00, N = 3 SE +/- 0.02, N = 2 SE +/- 0.12, N = 14 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 2.52 2.21 4.93 3.04 3.05 MIN: 2.49 / MAX: 3.64 MIN: 2.18 / MAX: 2.33 MIN: 3.43 / MAX: 5.79 MIN: 2.86 / MAX: 5.71 MIN: 2.83 / MAX: 3.41 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: efficientnet-b0 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 2 4 6 8 10 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.17, N = 15 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 4.24 3.67 8.11 5.57 5.15 MIN: 4.18 / MAX: 13.36 MIN: 3.6 / MAX: 14.01 MIN: 5.83 / MAX: 10.5 MIN: 5.3 / MAX: 7.41 MIN: 4.83 / MAX: 8.01 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: blazeface Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 0.5625 1.125 1.6875 2.25 2.8125 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 SE +/- 0.04, N = 15 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 2.50 1.87 2.02 1.18 1.38 MIN: 1.17 / MAX: 7.99 MIN: 1.02 / MAX: 7.77 MIN: 1.48 / MAX: 2.66 MIN: 1.12 / MAX: 2.43 MIN: 1.17 / MAX: 1.74 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: googlenet Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 4 8 12 16 20 SE +/- 0.08, N = 3 SE +/- 0.03, N = 3 SE +/- 0.35, N = 15 SE +/- 0.43, N = 3 SE +/- 0.08, N = 3 13.63 12.69 17.49 15.04 13.05 MIN: 9.86 / MAX: 23.34 MIN: 8.29 / MAX: 25.33 MIN: 12.79 / MAX: 27.47 MIN: 14.37 / MAX: 17.49 MIN: 12.5 / MAX: 13.56 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: vgg16 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 20 40 60 80 100 SE +/- 0.07, N = 3 SE +/- 0.16, N = 3 SE +/- 0.39, N = 15 SE +/- 0.02, N = 3 SE +/- 0.27, N = 3 34.19 33.40 47.63 93.62 58.99 MIN: 30.65 / MAX: 48.25 MIN: 28.52 / MAX: 43.37 MIN: 41.12 / MAX: 60.62 MIN: 92.78 / MAX: 95.91 MIN: 58.28 / MAX: 63.37 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: resnet18 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 5 10 15 20 25 SE +/- 0.19, N = 3 SE +/- 0.09, N = 3 SE +/- 0.31, N = 15 SE +/- 0.37, N = 3 SE +/- 0.16, N = 3 8.46 7.78 17.01 18.49 15.31 MIN: 6.14 / MAX: 17.6 MIN: 5.54 / MAX: 17.88 MIN: 12.9 / MAX: 26.16 MIN: 17.56 / MAX: 20.62 MIN: 14.85 / MAX: 16.4 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: alexnet Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 4 8 12 16 20 SE +/- 0.11, N = 3 SE +/- 0.07, N = 3 SE +/- 0.21, N = 15 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 13.32 12.06 13.17 17.22 13.19 MIN: 10.04 / MAX: 21.93 MIN: 9.09 / MAX: 20.86 MIN: 10.42 / MAX: 17.99 MIN: 17 / MAX: 19.96 MIN: 12.89 / MAX: 13.68 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: resnet50 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 7 14 21 28 35 SE +/- 0.14, N = 3 SE +/- 0.16, N = 3 SE +/- 0.22, N = 15 SE +/- 0.35, N = 3 SE +/- 0.25, N = 3 19.03 15.45 32.26 28.89 24.93 MIN: 15.4 / MAX: 31.1 MIN: 13.48 / MAX: 25.47 MIN: 29.43 / MAX: 42.4 MIN: 27.77 / MAX: 32.89 MIN: 24.08 / MAX: 30.01 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: yolov4-tiny Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 7 14 21 28 35 SE +/- 0.04, N = 3 SE +/- 0.32, N = 3 SE +/- 0.22, N = 15 SE +/- 0.38, N = 3 SE +/- 0.52, N = 3 17.49 14.49 27.18 27.95 24.27 MIN: 14.43 / MAX: 26.39 MIN: 13.06 / MAX: 22.07 MIN: 24.66 / MAX: 35.99 MIN: 26.68 / MAX: 31.09 MIN: 22.65 / MAX: 27.35 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: squeezenet_ssd Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 6 12 18 24 30 SE +/- 0.14, N = 3 SE +/- 0.01, N = 3 SE +/- 0.17, N = 15 SE +/- 0.14, N = 3 SE +/- 0.14, N = 3 16.62 14.60 23.15 20.83 19.78 MIN: 10.52 / MAX: 27.41 MIN: 10.01 / MAX: 24.55 MIN: 21.11 / MAX: 28.39 MIN: 20.15 / MAX: 22.85 MIN: 19.21 / MAX: 20.98 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: regnety_400m Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.19, N = 15 SE +/- 0.05, N = 3 SE +/- 0.07, N = 3 5.87 5.30 10.89 6.59 6.98 MIN: 5.83 / MAX: 8.36 MIN: 5.18 / MAX: 5.65 MIN: 8.29 / MAX: 18.87 MIN: 6.2 / MAX: 8.57 MIN: 6.26 / MAX: 7.97 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
LAMMPS Molecular Dynamics Simulator LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 23Jun2022 Model: 20k Atoms Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 2 4 6 8 10 SE +/- 0.005, N = 3 SE +/- 0.011, N = 3 SE +/- 0.002, N = 3 SE +/- 0.022, N = 3 SE +/- 0.019, N = 3 4.017 2.506 3.781 6.721 4.753 -lm -lm -lm 1. (CXX) g++ options: -O3 -ldl
OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 23Jun2022 Model: Rhodopsin Protein Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 2 4 6 8 10 SE +/- 0.003, N = 3 SE +/- 0.039, N = 3 SE +/- 0.080, N = 3 SE +/- 0.019, N = 3 SE +/- 0.015, N = 3 3.955 3.306 6.753 6.809 5.336 -lm -lm -lm 1. (CXX) g++ options: -O3 -ldl
ASKAP ASKAP is a set of benchmarks from the Australian SKA Pathfinder. The principal ASKAP benchmarks are the Hogbom Clean Benchmark (tHogbomClean) and Convolutional Resamping Benchmark (tConvolve) as well as some previous ASKAP benchmarks being included as well for OpenCL and CUDA execution of tConvolve. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Million Grid Points Per Second, More Is Better ASKAP 1.0 Test: tConvolve MT - Gridding Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 400 800 1200 1600 2000 SE +/- 0.31, N = 3 SE +/- 0.64, N = 3 SE +/- 0.79, N = 3 SE +/- 1.22, N = 3 SE +/- 2.61, N = 3 1413.13 1536.83 1912.76 696.48 1230.78 1. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp
OpenBenchmarking.org Million Grid Points Per Second, More Is Better ASKAP 1.0 Test: tConvolve MT - Degridding Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 500 1000 1500 2000 2500 SE +/- 1.17, N = 3 SE +/- 3.73, N = 3 SE +/- 0.49, N = 3 SE +/- 1.34, N = 3 1414.37 1441.49 2186.02 1340.50 1754.82 1. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp
OpenBenchmarking.org Iterations Per Second, More Is Better ASKAP 1.0 Test: Hogbom Clean OpenMP Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 50 100 150 200 250 SE +/- 0.21, N = 3 SE +/- 0.54, N = 3 SE +/- 13.67, N = 15 SE +/- 0.16, N = 3 SE +/- 0.80, N = 3 191.57 216.92 215.42 135.08 199.08 1. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp
OpenBenchmarking.org Million Grid Points Per Second, More Is Better ASKAP 1.0 Test: tConvolve OpenMP - Gridding Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 500 1000 1500 2000 2500 SE +/- 15.83, N = 3 SE +/- 20.29, N = 15 SE +/- 0.00, N = 3 SE +/- 8.18, N = 15 SE +/- 0.00, N = 3 1347.37 1456.37 2356.25 914.10 1512.82 1. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp
OpenBenchmarking.org Million Grid Points Per Second, More Is Better ASKAP 1.0 Test: tConvolve OpenMP - Degridding Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 700 1400 2100 2800 3500 SE +/- 5.86, N = 3 SE +/- 1.84, N = 15 SE +/- 182.63, N = 3 SE +/- 9.40, N = 15 SE +/- 9.84, N = 3 1643.60 1733.47 3333.38 1847.98 2130.14 1. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp
PyHPC Benchmarks PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 0.0682 0.1364 0.2046 0.2728 0.341 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 0.152 0.145 0.237 0.303 0.291
OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 0.1294 0.2588 0.3882 0.5176 0.647 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 SE +/- 0.003, N = 15 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 0.320 0.299 0.430 0.566 0.575
OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 0.3548 0.7096 1.0644 1.4192 1.774 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 SE +/- 0.005, N = 3 SE +/- 0.002, N = 3 SE +/- 0.000, N = 3 0.804 0.835 1.374 1.577 1.562
OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 0.5429 1.0858 1.6287 2.1716 2.7145 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 SE +/- 0.002, N = 3 SE +/- 0.001, N = 3 SE +/- 0.022, N = 3 1.298 1.202 1.782 2.364 2.413
Coremark This is a test of EEMBC CoreMark processor benchmark. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Iterations/Sec, More Is Better Coremark 1.0 CoreMark Size 666 - Iterations Per Second Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 80K 160K 240K 320K 400K SE +/- 45.49, N = 3 SE +/- 7.69, N = 3 SE +/- 3567.69, N = 3 SE +/- 607.18, N = 3 SE +/- 1212.86, N = 3 175071.75 204530.93 248723.12 386252.46 277973.30 1. (CC) gcc options: -O2 -lrt" -lrt
Primesieve Primesieve generates prime numbers using a highly optimized sieve of Eratosthenes implementation. Primesieve primarily benchmarks the CPU's L1/L2 cache performance. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Primesieve 8.0 Length: 1e12 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 10 20 30 40 50 SE +/- 0.02, N = 3 SE +/- 0.54, N = 12 SE +/- 0.54, N = 4 SE +/- 0.08, N = 3 SE +/- 0.21, N = 3 27.29 38.15 43.88 19.33 29.73 1. (CXX) g++ options: -O3
OpenBenchmarking.org Seconds, Fewer Is Better Primesieve 8.0 Length: 1e13 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 140 280 420 560 700 SE +/- 0.06, N = 3 SE +/- 4.36, N = 3 SE +/- 5.12, N = 9 SE +/- 1.10, N = 3 SE +/- 2.22, N = 3 348.82 549.67 627.92 254.56 382.14 1. (CXX) g++ options: -O3
Zstd Compression This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 3 - Compression Speed Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 6850U 800 1600 2400 3200 4000 SE +/- 24.69, N = 3 SE +/- 12.25, N = 3 SE +/- 31.86, N = 3 SE +/- 1.06, N = 3 SE +/- 17.49, N = 3 SE +/- 6.87, N = 3 3387.2 3620.6 3481.6 1939.3 1995.6 1982.6 1. (CC) gcc options: -O3 -pthread -lz -llzma -llz4
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 3 - Decompression Speed Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX 1000 2000 3000 4000 5000 SE +/- 1.01, N = 3 SE +/- 3.71, N = 3 SE +/- 9.05, N = 3 4443.1 4804.2 4396.6 4190.6 1. (CC) gcc options: -O3 -pthread -lz -llzma -llz4
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 8 - Compression Speed Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 200 400 600 800 1000 SE +/- 9.01, N = 3 SE +/- 9.18, N = 5 SE +/- 3.86, N = 3 SE +/- 2.06, N = 15 SE +/- 1.35, N = 3 734.2 901.1 611.1 309.3 325.6 1. (CC) gcc options: -O3 -pthread -lz -llzma -llz4
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 8 - Decompression Speed Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1100 2200 3300 4400 5500 SE +/- 16.39, N = 3 SE +/- 4.78, N = 5 SE +/- 395.89, N = 3 SE +/- 4.78, N = 15 SE +/- 12.14, N = 3 4620.4 5005.4 3807.3 4354.1 4060.0 1. (CC) gcc options: -O3 -pthread -lz -llzma -llz4
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 19 - Compression Speed Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 7 14 21 28 35 SE +/- 0.07, N = 3 SE +/- 0.12, N = 3 SE +/- 0.27, N = 15 SE +/- 0.18, N = 3 SE +/- 0.26, N = 3 22.8 26.2 31.0 26.4 28.6 1. (CC) gcc options: -O3 -pthread -lz -llzma -llz4
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 19 - Decompression Speed Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1000 2000 3000 4000 5000 SE +/- 1.58, N = 3 SE +/- 20.66, N = 3 SE +/- 1.39, N = 15 SE +/- 56.32, N = 3 SE +/- 7.32, N = 3 4123.6 4494.6 2963.8 3761.1 3570.2 1. (CC) gcc options: -O3 -pthread -lz -llzma -llz4
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 3, Long Mode - Compression Speed Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 200 400 600 800 1000 SE +/- 1.65, N = 15 SE +/- 2.90, N = 3 SE +/- 2.44, N = 3 SE +/- 11.78, N = 4 SE +/- 2.33, N = 3 240.6 265.8 214.0 1146.0 590.1 1. (CC) gcc options: -O3 -pthread -lz -llzma -llz4
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 3, Long Mode - Decompression Speed Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1100 2200 3300 4400 5500 SE +/- 0.23, N = 15 SE +/- 9.42, N = 3 SE +/- 497.75, N = 3 SE +/- 3.98, N = 4 SE +/- 8.23, N = 3 4832.2 5241.2 4540.0 4425.8 4155.1 1. (CC) gcc options: -O3 -pthread -lz -llzma -llz4
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 8, Long Mode - Compression Speed Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 200 400 600 800 1000 SE +/- 1.33, N = 3 SE +/- 8.47, N = 3 SE +/- 9.77, N = 3 SE +/- 2.61, N = 15 SE +/- 3.46, N = 3 693.0 723.0 779.9 296.7 373.0 1. (CC) gcc options: -O3 -pthread -lz -llzma -llz4
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 8, Long Mode - Decompression Speed Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1200 2400 3600 4800 6000 SE +/- 1.58, N = 3 SE +/- 2.60, N = 3 SE +/- 32.94, N = 3 SE +/- 3.33, N = 15 SE +/- 11.99, N = 3 5057.2 5479.7 4945.9 4582.9 4297.0 1. (CC) gcc options: -O3 -pthread -lz -llzma -llz4
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 19, Long Mode - Compression Speed Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 6 12 18 24 30 SE +/- 0.06, N = 3 SE +/- 0.15, N = 3 SE +/- 0.22, N = 15 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 19.4 21.7 26.8 23.7 24.8 1. (CC) gcc options: -O3 -pthread -lz -llzma -llz4
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 19, Long Mode - Decompression Speed Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1000 2000 3000 4000 5000 SE +/- 7.18, N = 3 SE +/- 2.92, N = 3 SE +/- 108.57, N = 15 SE +/- 9.86, N = 3 SE +/- 19.53, N = 3 4171.9 4531.1 3215.4 3824.3 3567.8 1. (CC) gcc options: -O3 -pthread -lz -llzma -llz4
Parallel BZIP2 Compression This test measures the time needed to compress a file (FreeBSD-13.0-RELEASE-amd64-memstick.img) using Parallel BZIP2 compression. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Parallel BZIP2 Compression 1.1.13 FreeBSD-13.0-RELEASE-amd64-memstick.img Compression Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 4 8 12 16 20 SE +/- 0.142, N = 15 SE +/- 0.180, N = 4 SE +/- 0.211, N = 12 SE +/- 0.028, N = 3 SE +/- 0.130, N = 3 17.242 15.890 12.204 8.112 10.194 1. (CXX) g++ options: -O2 -pthread -lbz2 -lpthread
VP9 libvpx Encoding This is a standard video encoding performance test of Google's libvpx library and the vpxenc command for the VP9 video format. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Frames Per Second, More Is Better VP9 libvpx Encoding 1.10.0 Speed: Speed 5 - Input: Bosphorus 4K Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 5 10 15 20 25 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.10, N = 3 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 9.48 10.24 9.00 21.20 14.46 -march=armv8-a -march=armv8-a -m64 -m64 -m64 1. (CXX) g++ options: -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11
OpenBenchmarking.org Frames Per Second, More Is Better VP9 libvpx Encoding 1.10.0 Speed: Speed 5 - Input: Bosphorus 1080p Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 9 18 27 36 45 SE +/- 0.03, N = 3 SE +/- 0.16, N = 3 SE +/- 0.28, N = 15 SE +/- 0.07, N = 3 SE +/- 0.04, N = 3 24.95 25.25 29.72 38.52 33.80 -march=armv8-a -march=armv8-a -m64 -m64 -m64 1. (CXX) g++ options: -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11
x265 This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 4K Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.03, N = 12 SE +/- 0.10, N = 3 SE +/- 0.11, N = 3 SE +/- 0.09, N = 3 1.90 4.50 8.96 11.77 10.33 -lnuma 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl
OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 1080p Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 13 26 39 52 65 SE +/- 0.00, N = 3 SE +/- 0.24, N = 4 SE +/- 0.36, N = 13 SE +/- 0.21, N = 3 SE +/- 0.30, N = 3 7.08 21.70 38.68 58.47 48.29 -lnuma 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl
POV-Ray This is a test of POV-Ray, the Persistence of Vision Raytracer. POV-Ray is used to create 3D graphics using ray-tracing. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better POV-Ray 3.7.0.7 Trace Time Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 20 40 60 80 100 SE +/- 0.03, N = 3 SE +/- 1.20, N = 3 SE +/- 0.60, N = 3 SE +/- 0.10, N = 3 SE +/- 0.17, N = 3 73.69 88.33 72.37 41.77 61.69 -lSDL -march=native -march=native -march=native 1. (CXX) g++ options: -pipe -O3 -ffast-math -R/usr/lib -lXpm -lSM -lICE -lX11 -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system
libavif avifenc This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.10 Encoder Speed: 0 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 70 140 210 280 350 SE +/- 1.43, N = 3 SE +/- 4.09, N = 3 SE +/- 5.98, N = 9 SE +/- 0.75, N = 3 SE +/- 0.29, N = 3 273.67 327.57 291.61 162.27 215.30 1. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.10 Encoder Speed: 2 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 30 60 90 120 150 SE +/- 0.22, N = 3 SE +/- 0.43, N = 3 SE +/- 0.82, N = 3 SE +/- 0.09, N = 3 SE +/- 0.14, N = 3 137.05 151.67 118.22 75.13 96.89 1. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.10 Encoder Speed: 6 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 4 8 12 16 20 SE +/- 0.130, N = 3 SE +/- 0.156, N = 15 SE +/- 0.146, N = 12 SE +/- 0.041, N = 3 SE +/- 0.183, N = 3 13.622 15.811 16.276 9.962 13.281 1. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.10 Encoder Speed: 6, Lossless Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.13, N = 11 SE +/- 0.19, N = 12 SE +/- 0.06, N = 3 SE +/- 0.18, N = 3 15.45 17.94 18.18 11.94 16.11 1. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.10 Encoder Speed: 10, Lossless Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 2 4 6 8 10 SE +/- 0.067, N = 3 SE +/- 0.028, N = 3 SE +/- 0.134, N = 15 SE +/- 0.019, N = 3 SE +/- 0.015, N = 3 6.223 5.523 6.522 5.374 6.390 1. (CXX) g++ options: -O3 -fPIC -lm
Build2 This test profile measures the time to bootstrap/install the build2 C++ build toolchain from source. Build2 is a cross-platform build toolchain for C/C++ code and features Cargo-like features. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Build2 0.13 Time To Compile Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 60 120 180 240 300 SE +/- 0.39, N = 3 SE +/- 1.51, N = 12 SE +/- 1.28, N = 3 SE +/- 0.63, N = 3 SE +/- 0.44, N = 3 170.45 210.76 253.73 160.07 197.43
PyPerformance PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: go Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 40 80 120 160 200 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 1.63, N = 15 SE +/- 0.33, N = 3 SE +/- 0.00, N = 3 179 165 163 168 169
OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: 2to3 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 50 100 150 200 250 SE +/- 0.58, N = 3 SE +/- 0.58, N = 3 SE +/- 1.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 245 223 213 238 239
OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: chaos Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 20 40 60 80 100 SE +/- 0.09, N = 3 SE +/- 0.06, N = 3 SE +/- 0.42, N = 15 SE +/- 0.12, N = 3 SE +/- 0.24, N = 3 81.4 74.0 65.8 80.6 78.3
OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: float Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 20 40 60 80 100 SE +/- 0.09, N = 3 SE +/- 0.03, N = 3 SE +/- 0.42, N = 15 SE +/- 0.06, N = 3 SE +/- 0.25, N = 3 85.3 76.2 67.6 79.0 78.6
OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: nbody Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 20 40 60 80 100 SE +/- 0.00, N = 3 SE +/- 0.06, N = 3 SE +/- 0.64, N = 11 SE +/- 0.33, N = 3 SE +/- 0.58, N = 3 110.0 98.8 85.2 102.0 104.0
OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: pathlib Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.10, N = 8 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 12.2 11.2 12.2 13.5 12.6
OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: raytrace Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 80 160 240 320 400 SE +/- 0.00, N = 3 SE +/- 0.33, N = 3 SE +/- 3.24, N = 15 SE +/- 0.33, N = 3 SE +/- 0.67, N = 3 381 350 328 348 347
OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: json_loads Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 5 10 15 20 25 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.14, N = 15 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 19.3 17.8 17.4 18.7 18.7
OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: crypto_pyaes Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 20 40 60 80 100 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.92, N = 15 SE +/- 0.12, N = 3 SE +/- 0.15, N = 3 94.9 87.1 76.4 82.5 80.1
OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: regex_compile Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 30 60 90 120 150 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.00, N = 3 114 105 114 127 124
OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: python_startup Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.09, N = 15 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 17.90 10.40 7.13 7.41 7.99
OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: django_template Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 8 16 24 32 40 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.38, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 33.3 30.7 29.1 33.3 32.4
OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: pickle_pure_python Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 70 140 210 280 350 SE +/- 0.58, N = 3 SE +/- 0.67, N = 3 SE +/- 2.16, N = 15 SE +/- 0.58, N = 3 SE +/- 0.58, N = 3 332 305 275 313 312
GNU Radio GNU Radio is a free software development toolkit providing signal processing blocks to implement software-defined radios (SDR) and signal processing systems. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MiB/s, More Is Better GNU Radio Test: Five Back to Back FIR Filters Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 200 400 600 800 1000 SE +/- 0.47, N = 3 SE +/- 1.07, N = 3 SE +/- 32.83, N = 7 SE +/- 4.97, N = 3 SE +/- 6.32, N = 3 122.8 155.2 884.2 1149.1 945.2 1. 3.10.2.0
OpenBenchmarking.org MiB/s, More Is Better GNU Radio Test: Signal Source (Cosine) Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1400 2800 4200 5600 7000 SE +/- 585.24, N = 3 SE +/- 136.41, N = 3 SE +/- 35.54, N = 7 SE +/- 132.42, N = 3 SE +/- 14.36, N = 3 4823.0 6370.0 3966.7 3833.5 3039.1 1. 3.10.2.0
OpenBenchmarking.org MiB/s, More Is Better GNU Radio Test: FIR Filter Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 200 400 600 800 1000 SE +/- 1.56, N = 3 SE +/- 4.02, N = 3 SE +/- 19.30, N = 7 SE +/- 4.28, N = 3 SE +/- 0.89, N = 3 506.0 536.9 909.1 957.7 969.5 1. 3.10.2.0
OpenBenchmarking.org MiB/s, More Is Better GNU Radio Test: IIR Filter Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 200 400 600 800 1000 SE +/- 35.03, N = 3 SE +/- 51.19, N = 3 SE +/- 2.20, N = 7 SE +/- 0.09, N = 3 SE +/- 1.31, N = 3 1079.0 1147.1 378.0 380.8 379.0 1. 3.10.2.0
OpenBenchmarking.org MiB/s, More Is Better GNU Radio Test: FM Deemphasis Filter Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 200 400 600 800 1000 SE +/- 2.51, N = 3 SE +/- 15.15, N = 3 SE +/- 9.88, N = 7 SE +/- 2.47, N = 3 SE +/- 1.39, N = 3 819.0 823.1 1030.2 1033.4 1019.7 1. 3.10.2.0
OpenBenchmarking.org MiB/s, More Is Better GNU Radio Test: Hilbert Transform Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 160 320 480 640 800 SE +/- 1.58, N = 3 SE +/- 3.43, N = 3 SE +/- 11.33, N = 7 SE +/- 2.25, N = 3 SE +/- 1.57, N = 3 385.7 413.9 719.3 662.6 655.4 1. 3.10.2.0
Liquid-DSP LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 2021.01.31 Threads: 1 - Buffer Length: 256 - Filter Length: 57 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 20M 40M 60M 80M 100M SE +/- 2666.67, N = 3 SE +/- 11680.94, N = 3 SE +/- 1234791.11, N = 15 SE +/- 32405.42, N = 3 SE +/- 375385.28, N = 3 22237333 23716667 91541333 75979667 73462333 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 2021.01.31 Threads: 2 - Buffer Length: 256 - Filter Length: 57 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 30M 60M 90M 120M 150M SE +/- 881.92, N = 3 SE +/- 1855.92, N = 3 SE +/- 1658096.00, N = 15 SE +/- 598228.87, N = 3 SE +/- 811931.85, N = 3 44432667 47434667 151672667 146773333 140990000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 2021.01.31 Threads: 4 - Buffer Length: 256 - Filter Length: 57 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 60M 120M 180M 240M 300M SE +/- 1000.00, N = 3 SE +/- 1154.70, N = 3 SE +/- 1998128.09, N = 8 SE +/- 2678558.90, N = 3 SE +/- 1337439.51, N = 3 88848000 94856000 237028750 283506667 244286667 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 2021.01.31 Threads: 8 - Buffer Length: 256 - Filter Length: 57 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 120M 240M 360M 480M 600M SE +/- 3333.33, N = 3 SE +/- 5773.50, N = 3 SE +/- 2241078.17, N = 13 SE +/- 1120059.52, N = 3 SE +/- 3199923.61, N = 3 123873333 137000000 305279231 547170000 386746667 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 2021.01.31 Threads: 16 - Buffer Length: 256 - Filter Length: 57 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 130M 260M 390M 520M 650M SE +/- 36666.67, N = 3 SE +/- 38441.88, N = 3 SE +/- 2898954.13, N = 12 SE +/- 401344.96, N = 3 SE +/- 3921305.05, N = 3 124016667 137213333 413727500 592453333 409770000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
LuaRadio LuaRadio is a lightweight software-defined radio (SDR) framework built atop LuaJIT. LuaRadio provides a suite of source, sink, and processing blocks, with a simple API for defining flow graphs, running flow graphs, creating blocks, and creating data types. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MiB/s, More Is Better LuaRadio 0.9.1 Test: Five Back to Back FIR Filters Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 400 800 1200 1600 2000 SE +/- 1.18, N = 3 SE +/- 1.56, N = 9 SE +/- 24.05, N = 9 SE +/- 5.11, N = 3 SE +/- 8.89, N = 3 166.3 145.4 631.5 1673.5 1320.2
OpenBenchmarking.org MiB/s, More Is Better LuaRadio 0.9.1 Test: FM Deemphasis Filter Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 90 180 270 360 450 SE +/- 0.15, N = 3 SE +/- 0.42, N = 9 SE +/- 5.71, N = 9 SE +/- 0.75, N = 3 SE +/- 0.85, N = 3 230.2 380.8 320.4 431.8 412.7
OpenBenchmarking.org MiB/s, More Is Better LuaRadio 0.9.1 Test: Complex Phase Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 200 400 600 800 1000 SE +/- 1.33, N = 3 SE +/- 5.89, N = 9 SE +/- 6.48, N = 9 SE +/- 11.11, N = 3 SE +/- 8.02, N = 3 868.4 857.9 649.7 812.3 828.7
OpenSSL OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org byte/s, More Is Better OpenSSL 3.0 Algorithm: SHA256 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 3000M 6000M 9000M 12000M 15000M SE +/- 16173810.15, N = 3 SE +/- 64974857.43, N = 3 SE +/- 8184749.92, N = 3 SE +/- 16652255.70, N = 3 SE +/- 12977196.86, N = 3 7881866037 8822667500 8004077077 13854097817 9528606580 -m64 -m64 -m64 1. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl
OpenBenchmarking.org sign/s, More Is Better OpenSSL 3.0 Algorithm: RSA4096 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 500 1000 1500 2000 2500 SE +/- 0.19, N = 3 SE +/- 11.61, N = 3 SE +/- 12.07, N = 8 SE +/- 3.00, N = 3 SE +/- 9.40, N = 3 1407.8 1533.8 1387.5 2498.9 1807.6 -m64 -m64 -m64 1. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl
OpenBenchmarking.org verify/s, More Is Better OpenSSL 3.0 Algorithm: RSA4096 Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 30K 60K 90K 120K 150K SE +/- 13.52, N = 3 SE +/- 671.78, N = 3 SE +/- 48.31, N = 8 SE +/- 766.29, N = 3 SE +/- 23.83, N = 3 99409.4 107565.6 87169.5 161576.6 115075.2 -m64 -m64 -m64 1. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl
Apache Spark This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1.2128 2.4256 3.6384 4.8512 6.064 SE +/- 0.04, N = 5 SE +/- 0.04, N = 3 SE +/- 0.04, N = 3 SE +/- 0.07, N = 12 SE +/- 0.05, N = 3 3.68 3.31 5.31 5.39 4.65
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 90 180 270 360 450 SE +/- 0.41, N = 5 SE +/- 9.33, N = 3 SE +/- 0.35, N = 3 SE +/- 0.52, N = 12 SE +/- 1.06, N = 3 250.71 401.75 254.24 162.17 247.61
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 5 10 15 20 25 SE +/- 0.07, N = 5 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.01, N = 12 SE +/- 0.02, N = 3 14.62 21.41 15.68 8.99 13.53
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Group By Test Time Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1.098 2.196 3.294 4.392 5.49 SE +/- 0.05, N = 5 SE +/- 0.02, N = 3 SE +/- 0.15, N = 3 SE +/- 0.04, N = 12 SE +/- 0.07, N = 3 3.43 3.05 4.85 4.88 4.71
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Repartition Test Time Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1.035 2.07 3.105 4.14 5.175 SE +/- 0.02, N = 5 SE +/- 0.19, N = 3 SE +/- 0.13, N = 3 SE +/- 0.04, N = 12 SE +/- 0.09, N = 3 3.18 3.30 4.60 3.46 3.54
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Inner Join Test Time Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 0.6998 1.3996 2.0994 2.7992 3.499 SE +/- 0.04, N = 5 SE +/- 0.10, N = 3 SE +/- 0.06, N = 3 SE +/- 0.11, N = 12 SE +/- 0.10, N = 3 2.27 2.23 3.11 2.75 2.50
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 0.558 1.116 1.674 2.232 2.79 SE +/- 0.03, N = 5 SE +/- 0.06, N = 3 SE +/- 0.16, N = 3 SE +/- 0.06, N = 12 SE +/- 0.01, N = 3 1.96 1.92 2.48 2.18 2.07
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Time Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 2 4 6 8 10 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 SE +/- 0.08, N = 9 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 4.73 4.52 6.72 6.58 5.77
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 90 180 270 360 450 SE +/- 0.79, N = 3 SE +/- 3.94, N = 3 SE +/- 0.42, N = 9 SE +/- 1.57, N = 3 SE +/- 1.53, N = 3 251.11 424.63 254.07 161.61 247.70
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 5 10 15 20 25 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 9 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 14.49 21.51 15.57 8.91 13.50
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Group By Test Time Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 2 4 6 8 10 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 SE +/- 0.12, N = 9 SE +/- 0.12, N = 3 SE +/- 0.10, N = 3 4.60 4.04 5.98 6.73 5.93
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Repartition Test Time Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1.1228 2.2456 3.3684 4.4912 5.614 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 9 SE +/- 0.05, N = 3 SE +/- 0.05, N = 3 3.77 4.21 4.99 4.47 4.27
Node.js V8 Web Tooling Benchmark Running the V8 project's Web-Tooling-Benchmark under Node.js. The Web-Tooling-Benchmark stresses JavaScript-related workloads common to web developers like Babel and TypeScript and Babylon. This test profile can test the system's JavaScript performance with Node.js. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org runs/s, More Is Better Node.js V8 Web Tooling Benchmark Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 5 10 15 20 25 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 SE +/- 0.44, N = 13 SE +/- 0.13, N = 3 SE +/- 0.07, N = 3 13.28 18.97 13.66 15.31 14.09
simdjson This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org GB/s, More Is Better simdjson 2.0 Throughput Test: Kostya Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 0.9675 1.935 2.9025 3.87 4.8375 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 2.91 3.05 4.30 3.62 3.60 1. (CXX) g++ options: -O3
OpenBenchmarking.org GB/s, More Is Better simdjson 2.0 Throughput Test: TopTweet Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1.2713 2.5426 3.8139 5.0852 6.3565 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.08, N = 15 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 3.96 4.25 5.65 5.31 5.34 1. (CXX) g++ options: -O3
OpenBenchmarking.org GB/s, More Is Better simdjson 2.0 Throughput Test: LargeRandom Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 0.3465 0.693 1.0395 1.386 1.7325 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.97 1.04 1.54 1.24 1.23 1. (CXX) g++ options: -O3
OpenBenchmarking.org GB/s, More Is Better simdjson 2.0 Throughput Test: PartialTweets Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1.1475 2.295 3.4425 4.59 5.7375 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.04, N = 10 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 3.90 4.18 5.10 4.80 4.80 1. (CXX) g++ options: -O3
OpenBenchmarking.org GB/s, More Is Better simdjson 2.0 Throughput Test: DistinctUserID Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 1.3253 2.6506 3.9759 5.3012 6.6265 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 3.97 4.19 5.89 5.39 5.42 1. (CXX) g++ options: -O3
Git This test measures the time needed to carry out some sample Git operations on an example, static repository that happens to be a copy of the GNOME GTK tool-kit repository. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Git Time To Complete Common Git Commands Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 11 22 33 44 55 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.40, N = 15 SE +/- 0.21, N = 3 SE +/- 0.18, N = 3 45.94 42.25 47.53 41.33 41.94 1. git version 2.37.1
PyBench This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Milliseconds, Fewer Is Better PyBench 2018-02-16 Total For Average Test Times Apple Mac Mini - M1 Apple MacBook Air - M2 MSI MS-14C6 - Core i7 1280P ASUS G513QY - Ryzen 9 5900HX ThinkPad X13 Gen3 - Ryzen 7 6850U 200 400 600 800 1000 SE +/- 0.67, N = 3 SE +/- 0.88, N = 3 SE +/- 30.14, N = 12 SE +/- 11.02, N = 3 SE +/- 4.18, N = 3 921 840 674 788 773
Apple Mac Mini - M1 Processor: Apple M1 @ 2.06GHz (4 Cores / 8 Threads), Motherboard: Apple Mac mini (M1 2020), Memory: 8GB, Disk: 251GB APPLE SSD AP0256Q + 2 x 0GB APPLE SSD AP0256Q, Graphics: llvmpipe, Network: Broadcom NetXtreme BCM57762 PCIe + Broadcom BRCM4378 + Broadcom Device 5f69
OS: Arch Linux ARM, Kernel: 5.19.0-rc7-asahi-2-1-ARCH (aarch64), Desktop: KDE Plasma 5.25.4, Display Server: X Server 1.21.1.4, OpenGL: 4.5 Mesa 22.1.4 (LLVM 14.0.6 128 bits), Compiler: GCC 12.1.0 + Clang 14.0.6, File-System: ext4, Screen Resolution: 1920x1080
Compiler Notes: --build=aarch64-unknown-linux-gnu --disable-libssp --disable-libstdcxx-pch --disable-multilib --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-fix-cortex-a53-835769 --enable-fix-cortex-a53-843419 --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=c,c++,fortran,go,lto,objc,obj-c++ --enable-lto --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-unknown-linux-gnu --mandir=/usr/share/man --with-arch=armv8-a --with-linker-hash-style=gnuProcessor Notes: Scaling Governor: apple-cpufreq schedutilJava Notes: OpenJDK Runtime Environment (build 11.0.16+8)Python Notes: Python 3.10.5Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Not affected + srbds: Not affected + tsx_async_abort: Not affected
Testing initiated at 4 August 2022 10:28 by user phoronix.
Apple MacBook Air - M2 Processor: Apple M2 @ 2.42GHz (4 Cores / 8 Threads), Motherboard: Apple MacBook Air (13 h M2 2022), Memory: 8GB, Disk: 251GB APPLE SSD AP0256Z + 2 x 0GB APPLE SSD AP0256Z, Graphics: llvmpipe, Network: Broadcom Device 4433 + Broadcom Device 5f71
OS: Arch rolling, Kernel: 5.19.0-rc7-asahi-2-1-ARCH (aarch64), Desktop: KDE Plasma 5.25.4, Display Server: X Server 1.21.1.4, OpenGL: 4.5 Mesa 22.1.4 (LLVM 14.0.6 128 bits), Compiler: GCC 12.1.0 + Clang 14.0.6, File-System: ext4, Screen Resolution: 2560x1600
Compiler Notes: --build=aarch64-unknown-linux-gnu --disable-libssp --disable-libstdcxx-pch --disable-multilib --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-fix-cortex-a53-835769 --enable-fix-cortex-a53-843419 --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=c,c++,fortran,go,lto,objc,obj-c++ --enable-lto --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-unknown-linux-gnu --mandir=/usr/share/man --with-arch=armv8-a --with-linker-hash-style=gnuProcessor Notes: Scaling Governor: apple-cpufreq schedutilJava Notes: OpenJDK Runtime Environment (build 11.0.16+8)Python Notes: Python 3.10.5Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Not affected + srbds: Not affected + tsx_async_abort: Not affected
Testing initiated at 6 August 2022 18:44 by user phoronix.
MSI MS-14C6 - Core i7 1280P Processor: Intel Core i7-1280P @ 4.80GHz (14 Cores / 20 Threads), Motherboard: MSI MS-14C6 (E14C6IMS.115 BIOS), Chipset: Intel Alder Lake PCH, Memory: 16GB, Disk: 1024GB Micron_3400_MTFDKBA1T0TFH, Graphics: MSI Intel ADL GT2 15GB (1450MHz), Audio: Intel Alder Lake PCH-P HD Audio, Network: Intel Alder Lake-P PCH CNVi WiFi
OS: Arch Linux, Kernel: 5.18.16-arch1-1 (x86_64), Desktop: KDE Plasma 5.25.4, Display Server: X Server 1.21.1.4 + Wayland, OpenGL: 4.6 Mesa 22.1.4, Vulkan: 1.3.211, Compiler: GCC 12.1.1 20220730, File-System: ext4, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: alwaysCompiler Notes: --disable-libssp --disable-libstdcxx-pch --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=c,c++,ada,fortran,go,lto,objc,obj-c++,d --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-build-config=bootstrap-lto --with-linker-hash-style=gnuProcessor Notes: Scaling Governor: intel_cpufreq schedutil - CPU Microcode: 0x41cJava Notes: OpenJDK Runtime Environment (build 11.0.16+8)Python Notes: Python 3.10.5Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected
Testing initiated at 5 August 2022 13:46 by user phoronix.
ASUS G513QY - Ryzen 9 5900HX Processor: AMD Ryzen 9 5900HX @ 3.30GHz (8 Cores / 16 Threads), Motherboard: ASUS G513QY v1.0 (G513QY.318 BIOS), Chipset: AMD Renoir/Cezanne, Memory: 16GB, Disk: 512GB SAMSUNG MZVLQ512HBLU-00B00, Graphics: ASUS AMD Cezanne 512MB (2500/1000MHz), Audio: AMD Navi 21/23, Monitor: LQ156M1JW25, Network: Realtek RTL8111/8168/8411 + MEDIATEK MT7921 802.11ax PCI
OS: Arch rolling, Kernel: 5.18.16-arch1-1 (x86_64), Desktop: KDE Plasma 5.25.4, Display Server: X Server 1.21.1.4 + Wayland, OpenGL: 4.6 Mesa 22.1.4 (LLVM 14.0.6 DRM 3.46), Vulkan: 1.3.211, Compiler: GCC 12.1.1 20220730, File-System: ext4, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: alwaysCompiler Notes: --disable-libssp --disable-libstdcxx-pch --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=c,c++,ada,fortran,go,lto,objc,obj-c++,d --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-build-config=bootstrap-lto --with-linker-hash-style=gnuProcessor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - Platform Profile: balanced - CPU Microcode: 0xa50000c - ACPI Profile: balancedJava Notes: OpenJDK Runtime Environment (build 11.0.16+8)Python Notes: Python 3.10.5Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected
Testing initiated at 5 August 2022 09:59 by user phoronix.
ThinkPad X13 Gen3 - Ryzen 7 6850U Processor: AMD Ryzen 7 PRO 6850U @ 2.70GHz (8 Cores / 16 Threads), Motherboard: LENOVO 21CM0001US (R22ET46W 1.16 BIOS), Chipset: AMD Device 14b5, Memory: 16GB, Disk: 512GB Micron MTFDKBA512TFK, Graphics: AMD Radeon 680M 1GB (2200/400MHz), Audio: AMD Rembrandt Radeon HD Audio, Network: Qualcomm QCNFA765
OS: Arch rolling, Kernel: 5.18.16-arch1-1 (x86_64), Desktop: KDE Plasma 5.25.4, Display Server: X Server 1.21.1.4 + Wayland, OpenGL: 4.6 Mesa 22.1.4 (LLVM 14.0.6 DRM 3.46), Vulkan: 1.3.211, Compiler: GCC 12.1.1 20220730 + Clang 14.0.6, File-System: ext4, Screen Resolution: 1920x1200
Kernel Notes: Transparent Huge Pages: alwaysCompiler Notes: --disable-libssp --disable-libstdcxx-pch --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=c,c++,ada,fortran,go,lto,objc,obj-c++,d --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-build-config=bootstrap-lto --with-linker-hash-style=gnuProcessor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - Platform Profile: balanced - CPU Microcode: 0xa404102 - ACPI Profile: balancedJava Notes: OpenJDK Runtime Environment (build 11.0.16+8)Python Notes: Python 3.10.5Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected
Testing initiated at 8 August 2022 22:19 by user pts.