Apple M1 Mac Mini vs. Core i7

Tests by Michael Larabel.

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Audio Encoding 2 Tests
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Game Development 4 Tests
HPC - High Performance Computing 10 Tests
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Java 3 Tests
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M1 Mac Mini
August 04 2022
  22 Hours
Core i7 1280P
August 05 2022
  1 Day, 17 Hours, 6 Minutes
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  1 Day, 7 Hours, 33 Minutes
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Apple M1 Mac Mini vs. Core i7 Tests by Michael Larabel. ,,"M1 Mac Mini","Core i7 1280P" Processor,,Apple M1 @ 2.06GHz (4 Cores / 8 Threads),Intel Core i7-1280P @ 4.80GHz (14 Cores / 20 Threads) Motherboard,,Apple Mac mini (M1 2020),MSI MS-14C6 (E14C6IMS.115 BIOS) Memory,,8GB,16GB Disk,,251GB APPLE SSD AP0256Q + 2 x 0GB APPLE SSD AP0256Q,1024GB Micron_3400_MTFDKBA1T0TFH Graphics,,llvmpipe,MSI Intel ADL GT2 15GB (1450MHz) Network,,Broadcom NetXtreme BCM57762 PCIe + Broadcom BRCM4378 + Broadcom Device 5f69,Intel Alder Lake-P PCH CNVi WiFi Chipset,,,Intel Alder Lake PCH Audio,,,Intel Alder Lake PCH-P HD Audio OS,,Arch Linux ARM,Arch Linux Kernel,,5.19.0-rc7-asahi-2-1-ARCH (aarch64),5.18.16-arch1-1 (x86_64) Desktop,,KDE Plasma 5.25.4,KDE Plasma 5.25.4 Display Server,,X Server 1.21.1.4,X Server 1.21.1.4 + Wayland OpenGL,,4.5 Mesa 22.1.4 (LLVM 14.0.6 128 bits),4.6 Mesa 22.1.4 Compiler,,GCC 12.1.0 + Clang 14.0.6,GCC 12.1.1 20220730 File-System,,ext4,ext4 Screen Resolution,,1920x1080,1920x1080 Vulkan,,,1.3.211 ,,"M1 Mac Mini","Core i7 1280P" "Cryptsetup - Serpent-XTS 512b Encryption (MiB/s)",HIB,93.7,763.9 "Cryptsetup - Serpent-XTS 256b Encryption (MiB/s)",HIB,93.7,757.0 "Cryptsetup - Serpent-XTS 256b Decryption (MiB/s)",HIB,97.2,776.0 "Cryptsetup - Serpent-XTS 512b Decryption (MiB/s)",HIB,97.2,776.5 "x265 - Video Input: Bosphorus 1080p (FPS)",HIB,7.08,38.68 "x265 - Video Input: Bosphorus 4K (FPS)",HIB,1.9,8.96 "LAME MP3 Encoding - WAV To MP3 (sec)",LIB,28.524,6.163 "Liquid-DSP - Threads: 1 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,22237333,91541333 "Etcpak - Benchmark: Multi-Threaded - Configuration: ETC2 (Mpx/s)",HIB,575.607,2059.487 "Liquid-DSP - Threads: 2 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,44432667,151672667 "Renaissance - Test: Apache Spark Bayes (ms)",LIB,6879.5,2050.2 "Liquid-DSP - Threads: 16 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,124016667,413727500 "Renaissance - Test: Finagle HTTP Requests (ms)",LIB,2058.0,6709.4 "TensorFlow Lite - Model: Mobilenet Quant (us)",LIB,2212.84,6556.08 "LeelaChessZero - Backend: Eigen (Nodes/s)",HIB,1264,439 "GNU Radio - Test: IIR Filter (MiB/s)",HIB,1079.0,378.0 "Liquid-DSP - Threads: 4 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,88848000,237028750 "Etcpak - Benchmark: Single-Threaded - Configuration: ETC2 (Mpx/s)",HIB,110.403,291.404 "PyPerformance - Benchmark: python_startup (Milliseconds)",LIB,17.9,7.13 "FLAC Audio Encoding - WAV To FLAC (sec)",LIB,28.232,11.286 "Cryptsetup - Twofish-XTS 512b Decryption (MiB/s)",HIB,209.3,521.2 "Cryptsetup - Twofish-XTS 256b Decryption (MiB/s)",HIB,209.5,520.8 "Cryptsetup - Twofish-XTS 512b Encryption (MiB/s)",HIB,208.6,516.3 "Liquid-DSP - Threads: 8 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,123873333,305279231 "Cryptsetup - Twofish-XTS 256b Encryption (MiB/s)",HIB,208.7,513.2 "TNN - Target: CPU - Model: SqueezeNet v1.1 (ms)",LIB,337.016,165.087 "Renaissance - Test: Genetic Algorithm Using Jenetics + Futures (ms)",LIB,6277.6,12080.5 "Darktable - Test: Server Rack - Acceleration: CPU-only (sec)",LIB,0.735,0.387 "GNU Radio - Test: Hilbert Transform (MiB/s)",HIB,385.7,719.3 "Ngspice - Circuit: C2670 (sec)",LIB,177.347,97.761 "TNN - Target: CPU - Model: DenseNet (ms)",LIB,5537.563,3052.907 "Primesieve - Length: 1e13 (sec)",LIB,348.819,627.922 "GNU Radio - Test: FIR Filter (MiB/s)",HIB,506.0,909.1 "TNN - Target: CPU - Model: SqueezeNet v2 (ms)",LIB,78.575,44.134 "ASKAP - Test: tConvolve OpenMP - Gridding (Million Grid Points/sec)",HIB,1347.37,2356.25 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.804,1.374 "LAMMPS Molecular Dynamics Simulator - Model: Rhodopsin Protein (ns/day)",HIB,3.955,6.753 "NCNN - Target: CPU - Model: resnet50 (ms)",LIB,19.03,32.26 "Primesieve - Length: 1e12 (sec)",LIB,27.285,43.883 "GIMP - Test: resize (sec)",LIB,11.490,18.318 "simdjson - Throughput Test: LargeRandom (GB/s)",HIB,0.97,1.54 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.152,0.237 "Renaissance - Test: In-Memory Database Shootout (ms)",LIB,3910.6,6088.4 "NCNN - Target: CPU - Model: yolov4-tiny (ms)",LIB,17.49,27.18 "SecureMark - Benchmark: SecureMark-TLS (marks)",HIB,191241,295765 "ASKAP - Test: tConvolve MT - Degridding (Million Grid Points/sec)",HIB,1414.37,2186.02 "NCNN - Target: CPU-v2-v2 - Model: mobilenet-v2 (ms)",LIB,2.60,4.00 "RNNoise - (sec)",LIB,23.027,15.294 "TensorFlow Lite - Model: Inception ResNet V2 (us)",LIB,64368.9,96243.9 "Build2 - Time To Compile (sec)",LIB,170.449,253.726 "ASTC Encoder - Preset: Medium (sec)",LIB,5.8986,3.9715 "simdjson - Throughput Test: DistinctUserID (GB/s)",HIB,3.97,5.89 "simdjson - Throughput Test: Kostya (GB/s)",HIB,2.91,4.30 "Google SynthMark - Test: VoiceMark_100 (Voices)",HIB,668.297,978.967 "Darktable - Test: Server Room - Acceleration: CPU-only (sec)",LIB,3.679,2.520 "Renaissance - Test: Akka Unbalanced Cobwebbed Tree (ms)",LIB,9153.1,13359.6 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Repartition Test Time (sec)",LIB,3.18,4.60 "Cryptsetup - PBKDF2-whirlpool (Iterations/sec)",HIB,734983,1062271 "Apache Spark - Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time (sec)",LIB,3.68,5.31 "simdjson - Throughput Test: TopTweet (GB/s)",HIB,3.96,5.65 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Time (sec)",LIB,4.73,6.72 "Coremark - CoreMark Size 666 - Iterations Per Second (Iterations/Sec)",HIB,175071.754427,248723.122279 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Group By Test Time (sec)",LIB,3.43,4.85 "Parallel BZIP2 Compression - FreeBSD-13.0-RELEASE-amd64-memstick.img Compression (sec)",LIB,17.242,12.204 "DaCapo Benchmark - Java Test: Tradesoap (msec)",LIB,4624,3297 "TensorFlow Lite - Model: SqueezeNet (us)",LIB,5339.22,7473.53 "NCNN - Target: CPU - Model: vgg16 (ms)",LIB,34.19,47.63 "NCNN - Target: CPU - Model: squeezenet_ssd (ms)",LIB,16.62,23.15 "LuaRadio - Test: FM Deemphasis Filter (MiB/s)",HIB,230.2,320.4 "Zstd Compression - Compression Level: 19 - Decompression Speed (MB/s)",HIB,4123.6,2963.8 "Zstd Compression - Compression Level: 19, Long Mode - Compression Speed (MB/s)",HIB,19.4,26.8 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,1.298,1.782 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Inner Join Test Time (sec)",LIB,2.27,3.11 "Cryptsetup - PBKDF2-sha512 (Iterations/sec)",HIB,3445487,2522113 "Xmrig - Variant: Wownero - Hash Count: 1M (H/s)",HIB,2812.4,3827.4 "Zstd Compression - Compression Level: 19 - Compression Speed (MB/s)",HIB,22.8,31.0 "Cryptsetup - AES-XTS 256b Encryption (MiB/s)",HIB,3935.4,5349.1 "ASKAP - Test: tConvolve MT - Gridding (Million Grid Points/sec)",HIB,1413.13,1912.76 "Cryptsetup - AES-XTS 256b Decryption (MiB/s)",HIB,3933.7,5306.2 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Inner Join Test Time (sec)",LIB,3.46,4.65 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.320,0.430 "LuaRadio - Test: Complex Phase (MiB/s)",HIB,868.4,649.7 "Xmrig - Variant: Monero - Hash Count: 1M (H/s)",HIB,2244.7,2981.9 "Ngspice - Circuit: C7552 (sec)",LIB,101.477,76.571 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Repartition Test Time (sec)",LIB,3.77,4.99 "simdjson - Throughput Test: PartialTweets (GB/s)",HIB,3.9,5.10 "Renaissance - Test: Apache Spark PageRank (ms)",LIB,3150.7,4087.8 "Renaissance - Test: Savina Reactors.IO (ms)",LIB,5811.9,7537.9 "PyPerformance - Benchmark: nbody (Milliseconds)",LIB,110,85.2 "NCNN - Target: CPU - Model: mobilenet (ms)",LIB,14.50,18.57 "Renaissance - Test: Random Forest (ms)",LIB,723.2,919.8 "PyPerformance - Benchmark: float (Milliseconds)",LIB,85.3,67.6 "GNU Radio - Test: FM Deemphasis Filter (MiB/s)",HIB,819.0,1030.2 "GNU Octave Benchmark - (sec)",LIB,4.509,5.661 "WebP Image Encode - Encode Settings: Quality 100, Lossless (Encode Time - sec)",LIB,16.377,13.096 "ASTC Encoder - Preset: Exhaustive (sec)",LIB,150.0211,119.9723 "PyPerformance - Benchmark: crypto_pyaes (Milliseconds)",LIB,94.9,76.4 "PyPerformance - Benchmark: chaos (Milliseconds)",LIB,81.4,65.8 "Cryptsetup - AES-XTS 512b Encryption (MiB/s)",HIB,3854.2,4759.4 "Cryptsetup - AES-XTS 512b Decryption (MiB/s)",HIB,3853.8,4748.7 "Numpy Benchmark - (Score)",HIB,621.11,509.71 "TNN - Target: CPU - Model: MobileNet v2 (ms)",LIB,324.951,267.029 "PyPerformance - Benchmark: pickle_pure_python (Milliseconds)",LIB,332,275 "Zstd Compression - Compression Level: 8 - Compression Speed (MB/s)",HIB,734.2,611.1 "Basis Universal - Settings: UASTC Level 0 (sec)",LIB,6.550,5.469 "libavif avifenc - Encoder Speed: 6 (sec)",LIB,13.622,16.276 "VP9 libvpx Encoding - Speed: Speed 5 - Input: Bosphorus 1080p (FPS)",HIB,24.95,29.72 "WebP2 Image Encode - Encode Settings: Quality 95, Compression Effort 7 (sec)",LIB,615.668,733.218 "GEGL - Operation: Rotate 90 Degrees (sec)",LIB,40.165,47.655 "Basis Universal - Settings: ETC1S (sec)",LIB,27.422,23.181 "libavif avifenc - Encoder Speed: 6, Lossless (sec)",LIB,15.454,18.180 "Stockfish - Total Time (Nodes/s)",HIB,13220192,11314938 "PyPerformance - Benchmark: raytrace (Milliseconds)",LIB,381,328 "GEGL - Operation: Crop (sec)",LIB,7.110,6.127 "libavif avifenc - Encoder Speed: 2 (sec)",LIB,137.045,118.224 "PyPerformance - Benchmark: 2to3 (Milliseconds)",LIB,245,213 "WebP2 Image Encode - Encode Settings: Quality 75, Compression Effort 7 (sec)",LIB,304.977,349.725 "GEGL - Operation: Tile Glass (sec)",LIB,26.136,22.838 "PyPerformance - Benchmark: django_template (Milliseconds)",LIB,33.3,29.1 "OpenSSL - Algorithm: RSA4096 (verify/s)",HIB,99409.4,87169.5 "WebP Image Encode - Encode Settings: Quality 100, Highest Compression (Encode Time - sec)",LIB,6.799,5.997 "Zstd Compression - Compression Level: 8, Long Mode - Compression Speed (MB/s)",HIB,693,779.9 "Zstd Compression - Compression Level: 3, Long Mode - Compression Speed (MB/s)",HIB,240.6,214.0 "VP9 libvpx Encoding - Speed: Speed 0 - Input: Bosphorus 1080p (FPS)",HIB,9.53,8.50 "PyPerformance - Benchmark: json_loads (Milliseconds)",LIB,19.3,17.4 "libjpeg-turbo tjbench - Test: Decompression Throughput (Megapixels/sec)",HIB,206.812513,227.704426 "GEGL - Operation: Color Enhance (sec)",LIB,45.131,41.011 "VP9 libvpx Encoding - Speed: Speed 0 - Input: Bosphorus 4K (FPS)",HIB,3.86,3.51 "GEGL - Operation: Reflect (sec)",LIB,26.931,24.509 "PyPerformance - Benchmark: go (Milliseconds)",LIB,179,163 "GIMP - Test: unsharp-mask (sec)",LIB,15.914,14.606 "GEGL - Operation: Scale (sec)",LIB,5.610,6.078 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,14.49,15.57 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,14.62,15.68 "LAMMPS Molecular Dynamics Simulator - Model: 20k Atoms (ns/day)",HIB,4.017,3.781 "TensorFlow Lite - Model: Mobilenet Float (us)",LIB,3954.42,4197.38 "WebP2 Image Encode - Encode Settings: Quality 100, Lossless Compression (sec)",LIB,1440.698,1525.860 "GEGL - Operation: Cartoon (sec)",LIB,77.449,73.163 "GEGL - Operation: Wavelet Blur (sec)",LIB,49.069,51.816 "VP9 libvpx Encoding - Speed: Speed 5 - Input: Bosphorus 4K (FPS)",HIB,9.48,9.00 "Basis Universal - Settings: UASTC Level 2 (sec)",LIB,38.646,40.634 "Inkscape - Operation: SVG Files To PNG (sec)",LIB,25.445,24.356 "Google Draco - Model: Church Facade (ms)",LIB,5743,5507 "Unpacking Firefox - Extracting: firefox-84.0.source.tar.xz (sec)",LIB,17.788,17.067 "Basis Universal - Settings: UASTC Level 3 (sec)",LIB,79.606,82.542 "Git - Time To Complete Common Git Commands (sec)",LIB,45.935,47.530 "GEGL - Operation: Antialias (sec)",LIB,32.579,31.603 "Renaissance - Test: ALS Movie Lens (ms)",LIB,8675.6,8932.5 "Zstd Compression - Compression Level: 3 - Compression Speed (MB/s)",HIB,3387.2,3481.6 "Zstd Compression - Compression Level: 8, Long Mode - Decompression Speed (MB/s)",HIB,5057.2,4945.9 "GIMP - Test: auto-levels (sec)",LIB,12.338,12.112 "POV-Ray - Trace Time (sec)",LIB,73.689,72.365 "OpenSSL - Algorithm: SHA256 (byte/s)",HIB,7881866037,8004077077 "OpenSSL - Algorithm: RSA4096 (sign/s)",HIB,1407.8,1387.5 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark (sec)",LIB,250.712089460,254.24 "Google Draco - Model: Lion (ms)",LIB,3829,3780 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark (sec)",LIB,251.11,254.07 "Zstd Compression - Compression Level: 3 - Decompression Speed (MB/s)",HIB,4443.1,4396.6 "GIMP - Test: rotate (sec)",LIB,11.422,11.466 "PyPerformance - Benchmark: regex_compile (Milliseconds)",LIB,114,114 "PyPerformance - Benchmark: pathlib (Milliseconds)",LIB,12.2,12.2 "Stress-NG - Test: System V Message Passing (Bogo Ops/s)",HIB,4916300.84, "Stress-NG - Test: Glibc Qsort Data Sorting (Bogo Ops/s)",HIB,109.69, "Stress-NG - Test: Glibc C String Functions (Bogo Ops/s)",HIB,287445.16, "Stress-NG - Test: Context Switching (Bogo Ops/s)",HIB,1935223.34, "Stress-NG - Test: Socket Activity (Bogo Ops/s)",HIB,4345.87, "Stress-NG - Test: Memory Copying (Bogo Ops/s)",HIB,2799.06, "Stress-NG - Test: Vector Math (Bogo Ops/s)",HIB,30356.67, "Stress-NG - Test: Matrix Math (Bogo Ops/s)",HIB,23691.94, "Stress-NG - Test: Semaphores (Bogo Ops/s)",HIB,593125.79, "Stress-NG - Test: CPU Stress (Bogo Ops/s)",HIB,2363.58, "Stress-NG - Test: CPU Cache (Bogo Ops/s)",HIB,738.00, "Stress-NG - Test: SENDFILE (Bogo Ops/s)",HIB,636925.29, "Stress-NG - Test: IO_uring (Bogo Ops/s)",HIB,393359.78, "Stress-NG - Test: Malloc (Bogo Ops/s)",HIB,7924401.88, "Stress-NG - Test: Crypto (Bogo Ops/s)",HIB,9188.66, "Stress-NG - Test: Atomic (Bogo Ops/s)",HIB,246256.74, "Stress-NG - Test: MEMFD (Bogo Ops/s)",HIB,766.91, "Stress-NG - Test: Futex (Bogo Ops/s)",HIB,769132.32, "Stress-NG - Test: NUMA (Bogo Ops/s)",HIB,1392.06, "Stress-NG - Test: MMAP (Bogo Ops/s)",HIB,93.62, "PyBench - Total For Average Test Times (Milliseconds)",LIB,921,674 "NCNN - Target: CPU - Model: regnety_400m (ms)",LIB,5.87,10.89 "NCNN - Target: CPU - Model: alexnet (ms)",LIB,13.32,13.17 "NCNN - Target: CPU - Model: resnet18 (ms)",LIB,8.46,17.01 "NCNN - Target: CPU - Model: googlenet (ms)",LIB,13.63,17.49 "NCNN - Target: CPU - Model: blazeface (ms)",LIB,2.50,2.02 "NCNN - Target: CPU - Model: efficientnet-b0 (ms)",LIB,4.24,8.11 "NCNN - Target: CPU - Model: mnasnet (ms)",LIB,2.52,4.93 "NCNN - Target: CPU - Model: shufflenet-v2 (ms)",LIB,2.17,4.96 "NCNN - Target: CPU-v3-v3 - Model: mobilenet-v3 (ms)",LIB,2.35,4.04 "Darktable - Test: Boat - Acceleration: CPU-only (sec)",LIB,6.335,5.377 "ASTC Encoder - Preset: Thorough (sec)",LIB,17.2032,9.5025 "TensorFlow Lite - Model: NASNet Mobile (us)",LIB,16220.7,15809.8 "ASKAP - Test: tConvolve OpenMP - Degridding (Million Grid Points/sec)",HIB,1643.60,3333.38 "ASKAP - Test: Hogbom Clean OpenMP (Iterations/sec)",HIB,191.572,215.424 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Time (sec)",LIB,2.95,3.92 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Group By Test Time (sec)",LIB,4.60,5.98 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time (sec)",LIB,1.96,2.48 "Node.js V8 Web Tooling Benchmark - (runs/s)",HIB,13.28,13.66 "WebP2 Image Encode - Encode Settings: Quality 100, Compression Effort 5 (sec)",LIB,12.735,7.614 "WebP2 Image Encode - Encode Settings: Default (sec)",LIB,5.493,4.937 "XZ Compression - Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9 (sec)",LIB,53.486,31.538 "libavif avifenc - Encoder Speed: 10, Lossless (sec)",LIB,6.223,6.522 "libavif avifenc - Encoder Speed: 0 (sec)",LIB,273.674,291.606 "GNU Radio - Test: Signal Source (Cosine) (MiB/s)",HIB,4823.0,3966.7 "GNU Radio - Test: Five Back to Back FIR Filters (MiB/s)",HIB,122.8,884.2 "LuaRadio - Test: Hilbert Transform (MiB/s)",HIB,408.4,151.4 "LuaRadio - Test: Five Back to Back FIR Filters (MiB/s)",HIB,166.3,631.5 "Zstd Compression - Compression Level: 19, Long Mode - Decompression Speed (MB/s)",HIB,4171.9,3215.4 "Zstd Compression - Compression Level: 3, Long Mode - Decompression Speed (MB/s)",HIB,4832.2,4540.0 "Zstd Compression - Compression Level: 8 - Decompression Speed (MB/s)",HIB,4620.4,3807.3 "Renaissance - Test: Apache Spark ALS (ms)",LIB,3397.9,3526.1 "Renaissance - Test: Scala Dotty (ms)",LIB,660.7,910.5 "DaCapo Benchmark - Java Test: Tradebeans (msec)",LIB,4410,11994 "DaCapo Benchmark - Java Test: Jython (msec)",LIB,3160,2903 "DaCapo Benchmark - Java Test: H2 (msec)",LIB,5371,9212 "Java Gradle Build - Gradle Build: Reactor (sec)",LIB,167.360,264.042