Additional Zen 5 Linux Distro Benchmarks
AMD Ryzen 9 9950X 16-Core testing with a ASUS ROG STRIX X670E-E GAMING WIFI (2204 BIOS) and AMD Radeon RX 7900 GRE 16GB on Fedora Linux 40 via the Phoronix Test Suite.


Ubuntu 24.04 LTS: 

	Processor: AMD Ryzen 9 9950X 16-Core @ 8.18GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG STRIX X670E-E GAMING WIFI (2204 BIOS), Chipset: AMD Device 14d8, Memory: 2 x 16GB DDR5-6000MT/s G Skill F5-6000J3038F16G, Disk: Western Digital WD_BLACK SN850X 2000GB, Graphics: AMD Radeon RX 7900 GRE 16GB (2200/3000MHz), Audio: AMD Navi 31 HDMI/DP, Monitor: DELL U2723QE, Network: Intel I225-V + Intel Wi-Fi 6E

	OS: Ubuntu 24.04, Kernel: 6.8.0-40-generic (x86_64), Desktop: GNOME Shell 46.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 24.0.9-0ubuntu0.1 (LLVM 17.0.6 DRM 3.57), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 3840x2160

Arch Linux: 

	Processor: AMD Ryzen 9 9950X 16-Core @ 5.75GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG STRIX X670E-E GAMING WIFI (2204 BIOS), Chipset: AMD Device 14d8, Memory: 2 x 16GB DDR5-6000MT/s G Skill F5-6000J3038F16G, Disk: Western Digital WD_BLACK SN850X 2000GB + 257GB Flash Drive, Graphics: AMD Radeon RX 7900 GRE 16GB (2200/3000MHz), Audio: AMD Navi 31 HDMI/DP, Monitor: DELL U2723QE, Network: Intel I225-V + Intel Wi-Fi 6E

	OS: Arch Linux, Kernel: 6.10.5-arch1-1 (x86_64), Desktop: GNOME Shell 46.4, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 24.1.6-arch1.1 (LLVM 18.1.8 DRM 3.57), Compiler: GCC 14.2.1 20240805 + Clang 18.1.8 + LLVM 18.1.8, File-System: btrfs, Screen Resolution: 3840x2160

CachyOS: 

	Processor: AMD Ryzen 9 9950X 16-Core @ 5.75GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG STRIX X670E-E GAMING WIFI (2204 BIOS), Chipset: AMD Device 14d8, Memory: 2 x 16GB DDR5-6000MT/s G Skill F5-6000J3038F16G, Disk: Western Digital WD_BLACK SN850X 2000GB + 257GB Flash Drive, Graphics: AMD Radeon RX 7900 GRE 16GB (1927/1124MHz), Audio: AMD Navi 31 HDMI/DP, Monitor: DELL U2723QE, Network: Intel I225-V + Intel Wi-Fi 6E

	OS: cachyos rolling, Kernel: 6.10.5-2-cachyos (x86_64), Desktop: KDE Plasma 6.1.4, Display Server: X Server 1.21.1.13 + Wayland, OpenGL: 4.6 Mesa 24.2.0-arch1.3 (LLVM 18.1.8 DRM 3.57), OpenCL: OpenCL 3.0, Compiler: GCC 14.2.1 20240805 + Clang 18.1.8 + LLVM 18.1.8, File-System: btrfs, Screen Resolution: 3840x2160

Fedora Workstation 40: 

	Processor: AMD Ryzen 9 9950X 16-Core @ 5.75GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG STRIX X670E-E GAMING WIFI (2204 BIOS), Chipset: AMD Device 14d8, Memory: 2 x 16GB DDR5-6000MT/s G Skill F5-6000J3038F16G, Disk: Western Digital WD_BLACK SN850X 2000GB + 257GB Flash Drive, Graphics: AMD Radeon RX 7900 GRE 16GB (2200/3000MHz), Audio: AMD Navi 31 HDMI/DP, Monitor: DELL U2723QE, Network: Intel I225-V + Intel Wi-Fi 6E

	OS: Fedora Linux 40, Kernel: 6.10.4-200.fc40.x86_64 (x86_64), Desktop: GNOME Shell 46.4, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 24.1.5 (LLVM 18.1.6 DRM 3.57), Compiler: GCC 14.2.1 20240801, File-System: btrfs, Screen Resolution: 3840x2160


OpenSSL
Algorithm: RSA4096
verify/s > Higher Is Better
Arch Linux ............ 504077.5 |=============================================
CachyOS ............... 503441.0 |=============================================
Fedora Workstation 40 . 503210.6 |=============================================


OpenSSL
Algorithm: RSA4096
sign/s > Higher Is Better
Arch Linux ............ 14667.5 |==============================================
CachyOS ............... 14656.6 |==============================================
Fedora Workstation 40 . 14682.7 |==============================================


ClickHouse 22.12.3.5
100M Rows Hits Dataset, Third Run
Queries Per Minute, Geo Mean > Higher Is Better
Ubuntu 24.04 LTS ...... 287.03 |==============================================
Arch Linux ............ 283.99 |==============================================
CachyOS ............... 280.66 |=============================================
Fedora Workstation 40 . 292.68 |===============================================


ClickHouse 22.12.3.5
100M Rows Hits Dataset, Second Run
Queries Per Minute, Geo Mean > Higher Is Better
Ubuntu 24.04 LTS ...... 288.10 |===============================================
Arch Linux ............ 280.92 |==============================================
CachyOS ............... 287.09 |===============================================
Fedora Workstation 40 . 289.85 |===============================================


ClickHouse 22.12.3.5
100M Rows Hits Dataset, First Run / Cold Cache
Queries Per Minute, Geo Mean > Higher Is Better
Ubuntu 24.04 LTS ...... 258.13 |===============================================
Arch Linux ............ 246.95 |=============================================
CachyOS ............... 246.13 |=============================================
Fedora Workstation 40 . 255.79 |===============================================


OpenRadioss 2023.09.15
Model: Chrysler Neon 1M
Seconds < Lower Is Better
Ubuntu 24.04 LTS ...... 709.41 |===============================================


OpenSSL
Algorithm: SHA256
byte/s > Higher Is Better
Arch Linux ............ 34005118937 |=========================================
CachyOS ............... 35038993020 |==========================================
Fedora Workstation 40 . 34555281710 |=========================================


OpenSSL
Algorithm: ChaCha20
byte/s > Higher Is Better
Ubuntu 24.04 LTS ...... 226786563777 |=========================================
Arch Linux ............ 227869700823 |=========================================
CachyOS ............... 227376773620 |=========================================
Fedora Workstation 40 . 226723621000 |=========================================


OpenSSL
Algorithm: AES-256-GCM
byte/s > Higher Is Better
Ubuntu 24.04 LTS ...... 103329318050 |===========
Arch Linux ............ 388023326220 |=========================================
CachyOS ............... 387393654873 |=========================================
Fedora Workstation 40 . 383325944217 |=========================================


OpenSSL
Algorithm: AES-128-GCM
byte/s > Higher Is Better
Ubuntu 24.04 LTS ...... 111486694197 |===========
Arch Linux ............ 418768844937 |=========================================
CachyOS ............... 418734209617 |=========================================
Fedora Workstation 40 . 416746684597 |=========================================


OpenSSL
Algorithm: SHA512
byte/s > Higher Is Better
Arch Linux ............ 14069027267 |==========================================
CachyOS ............... 14207696963 |==========================================
Fedora Workstation 40 . 13980388617 |=========================================


OpenSSL
Algorithm: ChaCha20-Poly1305
byte/s > Higher Is Better
Ubuntu 24.04 LTS ...... 155164767847 |=========================================
Arch Linux ............ 156089505017 |=========================================
CachyOS ............... 155363567027 |=========================================
Fedora Workstation 40 . 155485917547 |=========================================


simdjson 3.10
Throughput Test: PartialTweets
GB/s > Higher Is Better
Ubuntu 24.04 LTS ...... 12.27 |==========================================
Arch Linux ............ 13.80 |===============================================
CachyOS ............... 14.07 |================================================
Fedora Workstation 40 . 13.95 |================================================


simdjson 3.10
Throughput Test: DistinctUserID
GB/s > Higher Is Better
Ubuntu 24.04 LTS ...... 13.18 |===========================================
Arch Linux ............ 13.77 |=============================================
CachyOS ............... 14.31 |===============================================
Fedora Workstation 40 . 14.66 |================================================


simdjson 3.10
Throughput Test: TopTweet
GB/s > Higher Is Better
Ubuntu 24.04 LTS ...... 12.52 |==========================================
Arch Linux ............ 13.89 |===============================================
CachyOS ............... 14.32 |================================================
Fedora Workstation 40 . 14.00 |===============================================


TensorFlow 2.16.1
Device: CPU - Batch Size: 64 - Model: ResNet-50
images/sec > Higher Is Better
Ubuntu 24.04 LTS ...... 52.32 |================================================
Arch Linux ............ 51.53 |===============================================
CachyOS ............... 51.43 |===============================================
Fedora Workstation 40 . 52.15 |================================================


Blender 4.0.2
Blend File: Pabellon Barcelona - Compute: CPU-Only
Seconds < Lower Is Better
Ubuntu 24.04 LTS ...... 128.14 |==============================================
Arch Linux ............ 128.46 |==============================================
CachyOS ............... 127.39 |==============================================
Fedora Workstation 40 . 129.94 |===============================================


PyPerformance 1.11
Benchmark: async_tree_io
Milliseconds < Lower Is Better
Ubuntu 24.04 LTS ...... 680 |=================================================
Arch Linux ............ 678 |=================================================
CachyOS ............... 676 |=================================================
Fedora Workstation 40 . 691 |==================================================


PyPerformance 1.11
Benchmark: xml_etree
Milliseconds < Lower Is Better
Ubuntu 24.04 LTS ...... 28.4 |============================================
Arch Linux ............ 27.8 |===========================================
CachyOS ............... 27.1 |==========================================
Fedora Workstation 40 . 31.8 |=================================================


C-Ray 2.0
Resolution: 4K - Rays Per Pixel: 16
Seconds < Lower Is Better
Ubuntu 24.04 LTS ...... 96.71  |===========================================
Arch Linux ............ 104.56 |===============================================
CachyOS ............... 104.72 |===============================================
Fedora Workstation 40 . 103.72 |===============================================


simdjson 3.10
Throughput Test: Kostya
GB/s > Higher Is Better
Ubuntu 24.04 LTS ...... 7.50 |================================================
Arch Linux ............ 7.41 |===============================================
CachyOS ............... 7.58 |================================================
Fedora Workstation 40 . 7.67 |=================================================


PyPerformance 1.11
Benchmark: python_startup
Milliseconds < Lower Is Better
Ubuntu 24.04 LTS ...... 4.60 |===========================================
Arch Linux ............ 5.27 |=================================================
CachyOS ............... 5.12 |================================================
Fedora Workstation 40 . 4.83 |=============================================


Numpy Benchmark

Score > Higher Is Better
Ubuntu 24.04 LTS ...... 1015.84 |========================================
Arch Linux ............ 1119.94 |============================================
CachyOS ............... 1182.86 |==============================================
Fedora Workstation 40 . 1063.41 |=========================================


SPECFEM3D 4.1.1
Model: Layered Halfspace
Seconds < Lower Is Better
Ubuntu 24.04 LTS ...... 72.83 |==============================================
Arch Linux ............ 74.05 |===============================================
CachyOS ............... 75.38 |================================================
Fedora Workstation 40 . 73.41 |===============================================


simdjson 3.10
Throughput Test: LargeRandom
GB/s > Higher Is Better
Ubuntu 24.04 LTS ...... 2.09 |===============================================
Arch Linux ............ 2.18 |=================================================
CachyOS ............... 2.20 |=================================================
Fedora Workstation 40 . 2.17 |================================================


SPECFEM3D 4.1.1
Model: Water-layered Halfspace
Seconds < Lower Is Better
Ubuntu 24.04 LTS ...... 71.62 |================================================
Arch Linux ............ 69.70 |===============================================
CachyOS ............... 68.95 |==============================================
Fedora Workstation 40 . 71.47 |================================================


PyPerformance 1.11
Benchmark: asyncio_tcp_ssl
Milliseconds < Lower Is Better
Ubuntu 24.04 LTS ...... 401 |===============================================
Arch Linux ............ 397 |===============================================
CachyOS ............... 409 |================================================
Fedora Workstation 40 . 425 |==================================================


Blender 4.0.2
Blend File: Fishy Cat - Compute: CPU-Only
Seconds < Lower Is Better
Ubuntu 24.04 LTS ...... 61.90 |==========================================
Arch Linux ............ 70.69 |================================================
CachyOS ............... 70.17 |===============================================
Fedora Workstation 40 . 71.39 |================================================


NAMD 3.0b6
Input: STMV with 1,066,628 Atoms
ns/day > Higher Is Better
Ubuntu 24.04 LTS ...... 0.98067 |==============================================
Arch Linux ............ 0.98655 |==============================================
CachyOS ............... 0.98597 |==============================================
Fedora Workstation 40 . 0.98691 |==============================================


OpenRadioss 2023.09.15
Model: INIVOL and Fluid Structure Interaction Drop Container
Seconds < Lower Is Better
Ubuntu 24.04 LTS ...... 247.09 |===============================================


GROMACS 2024
Implementation: MPI CPU - Input: water_GMX50_bare
Ns Per Day > Higher Is Better
Ubuntu 24.04 LTS ...... 3.139 |===============================================
Arch Linux ............ 3.189 |================================================
CachyOS ............... 3.173 |================================================
Fedora Workstation 40 . 2.628 |========================================


RocksDB 9.0
Test: Update Random
Op/s > Higher Is Better
Ubuntu 24.04 LTS ...... 992873  |=============================================
Arch Linux ............ 1001526 |==============================================
CachyOS ............... 944063  |===========================================
Fedora Workstation 40 . 1007089 |==============================================


RocksDB 9.0
Test: Read Random Write Random
Op/s > Higher Is Better
Ubuntu 24.04 LTS ...... 4040925 |===========================================
Arch Linux ............ 4019957 |===========================================
CachyOS ............... 4297423 |==============================================
Fedora Workstation 40 . 4085529 |============================================


RocksDB 9.0
Test: Read While Writing
Op/s > Higher Is Better
Ubuntu 24.04 LTS ...... 4666295 |===========================================
Arch Linux ............ 4656517 |===========================================
CachyOS ............... 4943824 |==============================================
Fedora Workstation 40 . 4699300 |============================================


RocksDB 9.0
Test: Random Read
Op/s > Higher Is Better
Ubuntu 24.04 LTS ...... 162607673 |========================================
Arch Linux ............ 172649676 |==========================================
CachyOS ............... 173610852 |===========================================
Fedora Workstation 40 . 179661163 |============================================


PyPerformance 1.11
Benchmark: gc_collect
Milliseconds < Lower Is Better
Ubuntu 24.04 LTS ...... 612 |==================================================
Arch Linux ............ 525 |===========================================
CachyOS ............... 528 |===========================================
Fedora Workstation 40 . 530 |===========================================


Blender 4.0.2
Blend File: BMW27 - Compute: CPU-Only
Seconds < Lower Is Better
Ubuntu 24.04 LTS ...... 47.86 |================================================
Arch Linux ............ 47.79 |===============================================
CachyOS ............... 47.41 |===============================================
Fedora Workstation 40 . 48.34 |================================================


PyPerformance 1.11
Benchmark: asyncio_websockets
Milliseconds < Lower Is Better
Ubuntu 24.04 LTS ...... 279 |================================================
Arch Linux ............ 289 |==================================================
CachyOS ............... 238 |=========================================
Fedora Workstation 40 . 103 |==================


NAMD 3.0b6
Input: ATPase with 327,506 Atoms
ns/day > Higher Is Better
Ubuntu 24.04 LTS ...... 3.48618 |=============================================
Arch Linux ............ 3.51733 |==============================================
CachyOS ............... 3.50091 |=============================================
Fedora Workstation 40 . 3.54676 |==============================================


Zstd Compression
Compression Level: 19 - Decompression Speed
MB/s > Higher Is Better
Ubuntu 24.04 LTS ...... 5293.2 |============================================
Arch Linux ............ 5471.0 |=============================================
CachyOS ............... 5693.3 |===============================================
Fedora Workstation 40 . 5468.6 |=============================================


Zstd Compression
Compression Level: 19 - Compression Speed
MB/s > Higher Is Better
Ubuntu 24.04 LTS ...... 80.6 |=============================================
Arch Linux ............ 86.0 |================================================
CachyOS ............... 88.2 |=================================================
Fedora Workstation 40 . 84.8 |===============================================


Zstd Compression
Compression Level: 19, Long Mode - Decompression Speed
MB/s > Higher Is Better
Ubuntu 24.04 LTS ...... 5276.6 |============================================
Arch Linux ............ 5624.3 |===============================================
CachyOS ............... 5670.7 |===============================================
Fedora Workstation 40 . 5490.9 |==============================================


Zstd Compression
Compression Level: 19, Long Mode - Compression Speed
MB/s > Higher Is Better
Ubuntu 24.04 LTS ...... 50.7 |==========================================
Arch Linux ............ 56.7 |===============================================
CachyOS ............... 59.6 |=================================================
Fedora Workstation 40 . 56.3 |==============================================


PyTorch 2.2.1
Device: CPU - Batch Size: 64 - Model: ResNet-50
batches/sec > Higher Is Better
Ubuntu 24.04 LTS ...... 57.94 |================================================
Arch Linux ............ 58.24 |================================================
CachyOS ............... 57.53 |===============================================
Fedora Workstation 40 . 57.70 |================================================


Zstd Compression
Compression Level: 8, Long Mode - Decompression Speed
MB/s > Higher Is Better
Ubuntu 24.04 LTS ...... 6958.5 |============================================
Arch Linux ............ 7275.1 |==============================================
CachyOS ............... 7472.8 |===============================================
Fedora Workstation 40 . 7119.3 |=============================================


Zstd Compression
Compression Level: 8, Long Mode - Compression Speed
MB/s > Higher Is Better
Ubuntu 24.04 LTS ...... 1736.5 |=============================================
Arch Linux ............ 1739.3 |=============================================
CachyOS ............... 1819.6 |===============================================
Fedora Workstation 40 . 1807.5 |===============================================


SPECFEM3D 4.1.1
Model: Homogeneous Halfspace
Seconds < Lower Is Better
Ubuntu 24.04 LTS ...... 30.11 |=========================================
Arch Linux ............ 28.17 |======================================
CachyOS ............... 27.96 |======================================
Fedora Workstation 40 . 35.43 |================================================


OpenRadioss 2023.09.15
Model: Bird Strike on Windshield
Seconds < Lower Is Better
Ubuntu 24.04 LTS ...... 129.61 |===============================================


PyPerformance 1.11
Benchmark: pickle_pure_python
Milliseconds < Lower Is Better
Ubuntu 24.04 LTS ...... 143 |===============================================
Arch Linux ............ 137 |=============================================
CachyOS ............... 132 |============================================
Fedora Workstation 40 . 151 |==================================================


PyPerformance 1.11
Benchmark: nbody
Milliseconds < Lower Is Better
Ubuntu 24.04 LTS ...... 40.2 |====================================
Arch Linux ............ 54.7 |=================================================
CachyOS ............... 50.7 |=============================================
Fedora Workstation 40 . 52.9 |===============================================


Liquid-DSP 1.6
Threads: 32 - Buffer Length: 256 - Filter Length: 512
samples/s > Higher Is Better
Ubuntu 24.04 LTS ...... 583856667 |===========================================
Arch Linux ............ 593053333 |============================================
CachyOS ............... 592236667 |============================================
Fedora Workstation 40 . 598593333 |============================================


Liquid-DSP 1.6
Threads: 16 - Buffer Length: 256 - Filter Length: 512
samples/s > Higher Is Better
Ubuntu 24.04 LTS ...... 449986667 |===========================================
Arch Linux ............ 455173333 |============================================
CachyOS ............... 451413333 |===========================================
Fedora Workstation 40 . 456690000 |============================================


Liquid-DSP 1.6
Threads: 32 - Buffer Length: 256 - Filter Length: 57
samples/s > Higher Is Better
Ubuntu 24.04 LTS ...... 1656166667 |===========================================
Arch Linux ............ 1649400000 |===========================================
CachyOS ............... 1656200000 |===========================================
Fedora Workstation 40 . 1657266667 |===========================================


Liquid-DSP 1.6
Threads: 16 - Buffer Length: 256 - Filter Length: 57
samples/s > Higher Is Better
Ubuntu 24.04 LTS ...... 1161600000 |===========================================
Arch Linux ............ 1166166667 |===========================================
CachyOS ............... 1159266667 |===========================================
Fedora Workstation 40 . 1167500000 |===========================================


PyPerformance 1.11
Benchmark: django_template
Milliseconds < Lower Is Better
Ubuntu 24.04 LTS ...... 16.7 |===========================================
Arch Linux ............ 17.4 |=============================================
CachyOS ............... 17.2 |============================================
Fedora Workstation 40 . 19.1 |=================================================


SPECFEM3D 4.1.1
Model: Mount St. Helens
Seconds < Lower Is Better
Ubuntu 24.04 LTS ...... 24.90 |==========================================
Arch Linux ............ 23.89 |========================================
CachyOS ............... 24.20 |=========================================
Fedora Workstation 40 . 28.44 |================================================


PyPerformance 1.11
Benchmark: float
Milliseconds < Lower Is Better
Ubuntu 24.04 LTS ...... 37.2 |===========================================
Arch Linux ............ 40.2 |===============================================
CachyOS ............... 37.4 |============================================
Fedora Workstation 40 . 42.0 |=================================================


GIMP 2.10.38
Test: resize
Seconds < Lower Is Better
Fedora Workstation 40 . 9.827 |================================================
Arch Linux ............ 9.130 |============================================
Fedora Workstation 40 . 9.930 |================================================


PyPerformance 1.11
Benchmark: crypto_pyaes
Milliseconds < Lower Is Better
Ubuntu 24.04 LTS ...... 34.8 |===========================================
Arch Linux ............ 38.5 |===============================================
CachyOS ............... 35.4 |===========================================
Fedora Workstation 40 . 39.9 |=================================================


PyPerformance 1.11
Benchmark: pathlib
Milliseconds < Lower Is Better
Ubuntu 24.04 LTS ...... 8.64 |==============================================
Arch Linux ............ 8.34 |============================================
CachyOS ............... 8.09 |===========================================
Fedora Workstation 40 . 9.27 |=================================================


PyPerformance 1.11
Benchmark: raytrace
Milliseconds < Lower Is Better
Ubuntu 24.04 LTS ...... 137 |============================================
Arch Linux ............ 145 |==============================================
CachyOS ............... 142 |=============================================
Fedora Workstation 40 . 157 |==================================================


SPECFEM3D 4.1.1
Model: Tomographic Model
Seconds < Lower Is Better
Ubuntu 24.04 LTS ...... 22.40 |=======================================
Arch Linux ............ 21.17 |=====================================
CachyOS ............... 21.00 |=====================================
Fedora Workstation 40 . 27.23 |================================================


C-Ray 2.0
Resolution: 1080p - Rays Per Pixel: 16
Seconds < Lower Is Better
Ubuntu 24.04 LTS ...... 24.19 |============================================
Arch Linux ............ 26.13 |================================================
CachyOS ............... 26.16 |================================================
Fedora Workstation 40 . 25.92 |================================================


PyPerformance 1.11
Benchmark: go
Milliseconds < Lower Is Better
Ubuntu 24.04 LTS ...... 63.5 |==============================================
Arch Linux ............ 67.9 |=================================================
CachyOS ............... 65.7 |===============================================
Fedora Workstation 40 . 67.8 |=================================================


PyPerformance 1.11
Benchmark: regex_compile
Milliseconds < Lower Is Better
Ubuntu 24.04 LTS ...... 60.7 |===========================================
Arch Linux ............ 64.0 |==============================================
CachyOS ............... 62.4 |=============================================
Fedora Workstation 40 . 68.7 |=================================================


7-Zip Compression
Test: Decompression Rating
MIPS > Higher Is Better
Ubuntu 24.04 LTS ...... 157640 |===============================================


7-Zip Compression
Test: Compression Rating
MIPS > Higher Is Better
Ubuntu 24.04 LTS ...... 193717 |===============================================


PyPerformance 1.11
Benchmark: chaos
Milliseconds < Lower Is Better
Ubuntu 24.04 LTS ...... 29.7 |===========================================
Arch Linux ............ 31.0 |=============================================
CachyOS ............... 29.0 |==========================================
Fedora Workstation 40 . 33.8 |=================================================


PyTorch 2.2.1
Device: CPU - Batch Size: 1 - Model: ResNet-50
batches/sec > Higher Is Better
Ubuntu 24.04 LTS ...... 84.99 |================================================
Arch Linux ............ 85.34 |================================================
CachyOS ............... 85.80 |================================================
Fedora Workstation 40 . 85.00 |================================================


DaCapo Benchmark 23.11
Java Test: jMonkeyEngine
msec < Lower Is Better
Ubuntu 24.04 LTS ...... 6782 |=================================================
Arch Linux ............ 6772 |=================================================
CachyOS ............... 6787 |=================================================
Fedora Workstation 40 . 6797 |=================================================


DaCapo Benchmark 23.11
Java Test: H2 Database Engine
msec < Lower Is Better
Ubuntu 24.04 LTS ...... 1774 |=================================================
Arch Linux ............ 1677 |==============================================
CachyOS ............... 1674 |==============================================
Fedora Workstation 40 . 1721 |================================================


PyPerformance 1.11
Benchmark: json_loads
Milliseconds < Lower Is Better
Ubuntu 24.04 LTS ...... 9.99  |========================================
Arch Linux ............ 11.20 |=============================================
CachyOS ............... 10.70 |===========================================
Fedora Workstation 40 . 12.00 |================================================


OpenRadioss 2023.09.15
Model: Bumper Beam
Seconds < Lower Is Better
Ubuntu 24.04 LTS ...... 77.02 |================================================


GIMP 2.10.36
Test: resize
Seconds < Lower Is Better
Ubuntu 24.04 LTS . 9.267 |=====================================================


OpenRadioss 2023.09.15
Model: Rubber O-Ring Seal Installation
Seconds < Lower Is Better
Ubuntu 24.04 LTS ...... 52.80 |================================================


PHPBench 0.8.1
PHP Benchmark Suite
Score > Higher Is Better
Ubuntu 24.04 LTS ...... 1520675 |=======================
Arch Linux ............ 1149446 |=================
CachyOS ............... 3070961 |==============================================
Fedora Workstation 40 . 1539354 |=======================


OpenRadioss 2023.09.15
Model: Cell Phone Drop Test
Seconds < Lower Is Better
Ubuntu 24.04 LTS ...... 44.67 |================================================


DaCapo Benchmark 23.11
Java Test: Jython
msec < Lower Is Better
Ubuntu 24.04 LTS ...... 3486 |=================================================
Arch Linux ............ 3326 |===============================================
CachyOS ............... 3369 |===============================================
Fedora Workstation 40 . 3383 |================================================


GIMP 2.10.36
Test: unsharp-mask
Seconds < Lower Is Better
Ubuntu 24.04 LTS . 11.39 |=====================================================


DaCapo Benchmark 23.11
Java Test: PMD Source Code Analyzer
msec < Lower Is Better
Ubuntu 24.04 LTS ...... 1060 |==============================================
Arch Linux ............ 1114 |=================================================
CachyOS ............... 1121 |=================================================
Fedora Workstation 40 . 895  |=======================================


GIMP 2.10.38
Test: unsharp-mask
Seconds < Lower Is Better
Fedora Workstation 40 . 11.17 |================================================
Arch Linux ............ 10.43 |=============================================
Fedora Workstation 40 . 11.21 |================================================


srsRAN Project 23.10.1-20240325
Test: PUSCH Processor Benchmark, Throughput Total
Mbps > Higher Is Better
Ubuntu 24.04 LTS ...... 2080.1 |=========================================
Arch Linux ............ 2080.8 |=========================================
CachyOS ............... 2080.8 |=========================================
Fedora Workstation 40 . 2402.5 |===============================================


PyBench 2018-02-16
Total For Average Test Times
Milliseconds < Lower Is Better
Ubuntu 24.04 LTS ...... 411 |==========================================
Arch Linux ............ 452 |==============================================
CachyOS ............... 427 |============================================
Fedora Workstation 40 . 488 |==================================================


GIMP 2.10.38
Test: auto-levels
Seconds < Lower Is Better
Fedora Workstation 40 . 8.666 |===============================================
Arch Linux ............ 8.153 |============================================
Fedora Workstation 40 . 8.825 |================================================


miniBUDE 20210901
Implementation: OpenMP - Input Deck: BM1
Billion Interactions/s > Higher Is Better
Ubuntu 24.04 LTS ...... 77.69 |=============================================
Arch Linux ............ 82.94 |================================================
CachyOS ............... 83.37 |================================================
Fedora Workstation 40 . 82.38 |===============================================


miniBUDE 20210901
Implementation: OpenMP - Input Deck: BM1
GFInst/s > Higher Is Better
Ubuntu 24.04 LTS ...... 1942.13 |===========================================
Arch Linux ............ 2073.57 |==============================================
CachyOS ............... 2084.32 |==============================================
Fedora Workstation 40 . 2059.53 |=============================================


GIMP 2.10.36
Test: auto-levels
Seconds < Lower Is Better
Ubuntu 24.04 LTS . 8.794 |=====================================================


TensorFlow 2.16.1
Device: CPU - Batch Size: 1 - Model: ResNet-50
images/sec > Higher Is Better
Ubuntu 24.04 LTS ...... 17.05 |===============================================
Arch Linux ............ 17.28 |================================================
CachyOS ............... 16.84 |===============================================
Fedora Workstation 40 . 16.93 |===============================================


GIMP 2.99.18
Test: resize
Seconds < Lower Is Better
CachyOS . 2.912 |=============================================================
CachyOS . 2.938 |==============================================================


GIMP 2.10.36
Test: rotate
Seconds < Lower Is Better
Ubuntu 24.04 LTS . 7.558 |=====================================================


GIMP 2.10.38
Test: rotate
Seconds < Lower Is Better
Fedora Workstation 40 . 7.387 |================================================
Arch Linux ............ 6.891 |=============================================
Fedora Workstation 40 . 7.427 |================================================


srsRAN Project 23.10.1-20240325
Test: PDSCH Processor Benchmark, Throughput Total
Mbps > Higher Is Better
Ubuntu 24.04 LTS ...... 15225.5 |======================================
Arch Linux ............ 16950.2 |==========================================
CachyOS ............... 18641.4 |==============================================
Fedora Workstation 40 . 17484.8 |===========================================


DaCapo Benchmark 23.11
Java Test: Batik SVG Toolkit
msec < Lower Is Better
Ubuntu 24.04 LTS ...... 850 |================================================
Arch Linux ............ 857 |================================================
CachyOS ............... 891 |==================================================
Fedora Workstation 40 . 864 |================================================


GIMP 2.99.18
Test: unsharp-mask
Seconds < Lower Is Better
CachyOS . 2.944 |==============================================================
CachyOS . 2.929 |==============================================================


GIMP 2.99.18
Test: auto-levels
Seconds < Lower Is Better
CachyOS . 2.920 |==============================================================
CachyOS . 2.926 |==============================================================


GIMP 2.99.18
Test: rotate
Seconds < Lower Is Better
CachyOS . 2.920 |==============================================================
CachyOS . 2.926 |==============================================================


OpenSSL
Algorithm: RSA4096


OpenSSL
Algorithm: SHA512


OpenSSL
Algorithm: SHA256