Linux Servers AlmaLinux vs. RHEL 9.0
Benchmarks  by Michael Larabel for a future article looking at RHEL 9.0 performance.


RHEL 9.0: 

	Processor: 2 x AMD EPYC 7773X 64-Core @ 2.20GHz (128 Cores / 256 Threads), Motherboard: AMD DAYTONA_X (RYM1009B BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VE228, Network: 2 x Mellanox MT27710

	OS: Red Hat Enterprise Linux 9.0, Kernel: 5.14.0-70.13.1.el9_0.x86_64 (x86_64), Desktop: GNOME Shell 40.9, Display Server: X Server 1.20.11, Compiler: GCC 11.2.1 20220127, File-System: xfs, Screen Resolution: 1920x1080

AlmaLinux 9.0: 

	Processor: 2 x AMD EPYC 7773X 64-Core @ 2.20GHz (128 Cores / 256 Threads), Motherboard: AMD DAYTONA_X (RYM1009B BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VE228, Network: 2 x Mellanox MT27710

	OS: AlmaLinux 9.0, Kernel: 5.14.0-70.13.1.el9_0.x86_64 (x86_64), Desktop: GNOME Shell 40.9, Display Server: X Server 1.20.11, Compiler: GCC 11.2.1 20220127, File-System: xfs, Screen Resolution: 1920x1080


Crafty 25.2
Elapsed Time
Nodes Per Second > Higher Is Better
RHEL 9.0 ...... 9189545 |======================================================
AlmaLinux 9.0 . 9252161 |======================================================


Stress-NG 0.14
Test: MMAP
Bogo Ops/s > Higher Is Better
RHEL 9.0 ...... 4716.73 |======================================================
AlmaLinux 9.0 . 4677.62 |======================================================


Stress-NG 0.14
Test: MEMFD
Bogo Ops/s > Higher Is Better
RHEL 9.0 ...... 2145.06 |======================================================
AlmaLinux 9.0 . 2114.85 |=====================================================


Stress-NG 0.14
Test: Crypto
Bogo Ops/s > Higher Is Better
RHEL 9.0 ...... 164418.28 |====================================================
AlmaLinux 9.0 . 164374.21 |====================================================


Stress-NG 0.14
Test: Malloc
Bogo Ops/s > Higher Is Better
RHEL 9.0 ...... 591945797.51 |=================================================
AlmaLinux 9.0 . 592639160.88 |=================================================


Stress-NG 0.14
Test: SENDFILE
Bogo Ops/s > Higher Is Better
RHEL 9.0 ...... 2070705.84 |==================================================
AlmaLinux 9.0 . 2117984.21 |===================================================


Stress-NG 0.14
Test: CPU Cache
Bogo Ops/s > Higher Is Better
RHEL 9.0 ...... 16.96 |========================================================
AlmaLinux 9.0 . 16.95 |========================================================


Stress-NG 0.14
Test: CPU Stress
Bogo Ops/s > Higher Is Better
RHEL 9.0 ...... 258591.92 |====================================================
AlmaLinux 9.0 . 258776.60 |====================================================


Stress-NG 0.14
Test: Semaphores
Bogo Ops/s > Higher Is Better
RHEL 9.0 ...... 18217149.22 |==================================================
AlmaLinux 9.0 . 18298806.99 |==================================================


Stress-NG 0.14
Test: Matrix Math
Bogo Ops/s > Higher Is Better
RHEL 9.0 ...... 387988.28 |====================================================
AlmaLinux 9.0 . 389017.66 |====================================================


Zstd Compression
Compression Level: 19, Long Mode - Compression Speed
MB/s > Higher Is Better
RHEL 9.0 ...... 62.9 |=========================================================
AlmaLinux 9.0 . 63.3 |=========================================================


Zstd Compression
Compression Level: 19 - Compression Speed
MB/s > Higher Is Better
RHEL 9.0 ...... 114.9 |========================================================
AlmaLinux 9.0 . 112.7 |=======================================================


Stress-NG 0.14
Test: Vector Math
Bogo Ops/s > Higher Is Better
RHEL 9.0 ...... 705343.24 |====================================================
AlmaLinux 9.0 . 705479.13 |====================================================


Stress-NG 0.14
Test: Memory Copying
Bogo Ops/s > Higher Is Better
RHEL 9.0 ...... 12968.58 |=====================================================
AlmaLinux 9.0 . 12731.98 |====================================================


Stress-NG 0.14
Test: Glibc C String Functions
Bogo Ops/s > Higher Is Better
RHEL 9.0 ...... 14155471.63 |==================================================
AlmaLinux 9.0 . 13916387.52 |=================================================


Stress-NG 0.14
Test: Glibc Qsort Data Sorting
Bogo Ops/s > Higher Is Better
RHEL 9.0 ...... 1357.26 |======================================================
AlmaLinux 9.0 . 1358.22 |======================================================


Stress-NG 0.14
Test: System V Message Passing
Bogo Ops/s > Higher Is Better
RHEL 9.0 ...... 9850920.21 |===================================================
AlmaLinux 9.0 . 9458709.50 |=================================================


DaCapo Benchmark 9.12-MR1
Java Test: H2
msec < Lower Is Better
RHEL 9.0 ...... 3750 |========================================================
AlmaLinux 9.0 . 3832 |=========================================================


DaCapo Benchmark 9.12-MR1
Java Test: Jython
msec < Lower Is Better
RHEL 9.0 ...... 4039 |=========================================================
AlmaLinux 9.0 . 4023 |=========================================================


libjpeg-turbo tjbench 2.1.0
Test: Decompression Throughput
Megapixels/sec > Higher Is Better
RHEL 9.0 ...... 194.35 |=======================================================
AlmaLinux 9.0 . 194.40 |=======================================================


Ngspice 34
Circuit: C7552
Seconds < Lower Is Better
RHEL 9.0 ...... 100.82 |=======================================================
AlmaLinux 9.0 . 99.66  |======================================================


ASTC Encoder 3.2
Preset: Medium
Seconds < Lower Is Better
RHEL 9.0 ...... 3.8828 |=======================================================
AlmaLinux 9.0 . 3.8913 |=======================================================


ASTC Encoder 3.2
Preset: Thorough
Seconds < Lower Is Better
RHEL 9.0 ...... 5.1217 |=======================================================
AlmaLinux 9.0 . 5.1177 |=======================================================


ASTC Encoder 3.2
Preset: Exhaustive
Seconds < Lower Is Better
RHEL 9.0 ...... 5.8731 |=======================================================
AlmaLinux 9.0 . 5.8992 |=======================================================


Zstd Compression
Compression Level: 19 - Decompression Speed
MB/s > Higher Is Better
RHEL 9.0 ...... 3465.4 |=======================================================
AlmaLinux 9.0 . 3453.3 |=======================================================


DaCapo Benchmark 9.12-MR1
Java Test: Tradebeans
msec < Lower Is Better
RHEL 9.0 ...... 4681 |=========================================================
AlmaLinux 9.0 . 4615 |========================================================


Zstd Compression
Compression Level: 3, Long Mode - Decompression Speed
MB/s > Higher Is Better
RHEL 9.0 ...... 4221.2 |=======================================================
AlmaLinux 9.0 . 4217.9 |=======================================================


Renaissance 0.14
Test: Random Forest
ms < Lower Is Better
RHEL 9.0 ...... 680.4 |========================================================
AlmaLinux 9.0 . 669.9 |=======================================================


Zstd Compression
Compression Level: 19, Long Mode - Decompression Speed
MB/s > Higher Is Better
RHEL 9.0 ...... 3441.6 |=======================================================
AlmaLinux 9.0 . 3434.9 |=======================================================


Zstd Compression
Compression Level: 3, Long Mode - Compression Speed
MB/s > Higher Is Better
RHEL 9.0 ...... 823.0 |=======================================================
AlmaLinux 9.0 . 840.1 |========================================================


Etcpak 0.7
Configuration: DXT1
Mpx/s > Higher Is Better
RHEL 9.0 ...... 1104.08 |======================================================
AlmaLinux 9.0 . 1104.74 |======================================================


Etcpak 0.7
Configuration: ETC1
Mpx/s > Higher Is Better
RHEL 9.0 ...... 282.08 |=======================================================
AlmaLinux 9.0 . 281.71 |=======================================================


Etcpak 0.7
Configuration: ETC2
Mpx/s > Higher Is Better
RHEL 9.0 ...... 173.19 |=======================================================
AlmaLinux 9.0 . 173.11 |=======================================================


Etcpak 0.7
Configuration: ETC1 + Dithering
Mpx/s > Higher Is Better
RHEL 9.0 ...... 254.17 |=======================================================
AlmaLinux 9.0 . 254.25 |=======================================================


JPEG XL Decoding libjxl 0.6.1
CPU Threads: 1
MP/s > Higher Is Better
RHEL 9.0 ...... 59.72 |========================================================
AlmaLinux 9.0 . 59.43 |========================================================


JPEG XL libjxl 0.6.1
Input: PNG - Encode Speed: 8
MP/s > Higher Is Better
RHEL 9.0 ...... 0.99 |=========================================================
AlmaLinux 9.0 . 0.99 |=========================================================


JPEG XL libjxl 0.6.1
Input: JPEG - Encode Speed: 8
MP/s > Higher Is Better
RHEL 9.0 ...... 28.89 |========================================================
AlmaLinux 9.0 . 28.84 |========================================================


LuaJIT 2.1-git
Test: Composite
Mflops > Higher Is Better
RHEL 9.0 ...... 1405.53 |======================================================
AlmaLinux 9.0 . 1407.86 |======================================================


SecureMark 1.0.4
Benchmark: SecureMark-TLS
marks > Higher Is Better
RHEL 9.0 ...... 240244 |=======================================================
AlmaLinux 9.0 . 240486 |=======================================================


Graph500 3.0
Scale: 26
bfs median_TEPS > Higher Is Better
RHEL 9.0 ...... 975699000 |====================================================
AlmaLinux 9.0 . 936849000 |==================================================


Graph500 3.0
Scale: 26
bfs max_TEPS > Higher Is Better
RHEL 9.0 ...... 994695000 |====================================================
AlmaLinux 9.0 . 953793000 |==================================================


Graph500 3.0
Scale: 26
sssp median_TEPS > Higher Is Better
RHEL 9.0 ...... 371559000 |====================================================
AlmaLinux 9.0 . 361120000 |===================================================


Graph500 3.0
Scale: 26
sssp max_TEPS > Higher Is Better
RHEL 9.0 ...... 502814000 |====================================================
AlmaLinux 9.0 . 488190000 |==================================================


Timed MrBayes Analysis 3.2.7
Primate Phylogeny Analysis
Seconds < Lower Is Better
RHEL 9.0 ...... 142.62 |=======================================================
AlmaLinux 9.0 . 140.67 |======================================================


Himeno Benchmark 3.0
Poisson Pressure Solver
MFLOPS > Higher Is Better
RHEL 9.0 ...... 3886.28 |======================================================
AlmaLinux 9.0 . 3867.56 |======================================================


Numpy Benchmark

Score > Higher Is Better
RHEL 9.0 ...... 483.85 |=======================================================
AlmaLinux 9.0 . 484.48 |=======================================================


Dolfyn 0.527
Computational Fluid Dynamics
Seconds < Lower Is Better
RHEL 9.0 ...... 17.54 |========================================================
AlmaLinux 9.0 . 17.54 |========================================================


Mobile Neural Network 1.2
Model: resnet-v2-50
ms < Lower Is Better
RHEL 9.0 ...... 24.16 |========================================================
AlmaLinux 9.0 . 23.23 |======================================================


Mobile Neural Network 1.2
Model: inception-v3
ms < Lower Is Better
RHEL 9.0 ...... 26.09 |========================================================
AlmaLinux 9.0 . 26.07 |========================================================


Mobile Neural Network 1.2
Model: mobilenetV3
ms < Lower Is Better
AlmaLinux 9.0 . 6.700 |========================================================


Mobile Neural Network 1.2
Model: squeezenetv1.1
ms < Lower Is Better
AlmaLinux 9.0 . 10.59 |========================================================


Mobile Neural Network 1.2
Model: SqueezeNetV1.0
ms < Lower Is Better
AlmaLinux 9.0 . 9.951 |========================================================


Mobile Neural Network 1.2
Model: MobileNetV2_224
ms < Lower Is Better
AlmaLinux 9.0 . 6.263 |========================================================


Mobile Neural Network 1.2
Model: mobilenet-v1-1.0
ms < Lower Is Better
AlmaLinux 9.0 . 3.894 |========================================================


ONNX Runtime 1.11
Model: GPT-2 - Device: CPU - Executor: Standard
Inferences Per Minute > Higher Is Better
RHEL 9.0 ...... 9158 |=========================================================
AlmaLinux 9.0 . 8503 |=====================================================


ONNX Runtime 1.11
Model: yolov4 - Device: CPU - Executor: Standard
Inferences Per Minute > Higher Is Better
RHEL 9.0 ...... 287 |==========================================================
AlmaLinux 9.0 . 279 |========================================================


ONNX Runtime 1.11
Model: bertsquad-12 - Device: CPU - Executor: Standard
Inferences Per Minute > Higher Is Better
RHEL 9.0 ...... 526 |=========================================================
AlmaLinux 9.0 . 536 |==========================================================


ONNX Runtime 1.11
Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard
Inferences Per Minute > Higher Is Better
RHEL 9.0 ...... 1144 |========================================================
AlmaLinux 9.0 . 1160 |=========================================================


NAMD 2.14
ATPase Simulation - 327,506 Atoms
days/ns < Lower Is Better
RHEL 9.0 ...... 0.22516 |======================================================
AlmaLinux 9.0 . 0.22189 |=====================================================


ASKAP 1.0
Test: tConvolve MPI - Degridding
Mpix/sec > Higher Is Better
RHEL 9.0 ...... 63620.8 |======================================================
AlmaLinux 9.0 . 63937.3 |======================================================


ASKAP 1.0
Test: tConvolve MPI - Gridding
Mpix/sec > Higher Is Better
RHEL 9.0 ...... 71171.8 |======================================================
AlmaLinux 9.0 . 71567.1 |======================================================


ASKAP 1.0
Test: tConvolve OpenMP - Gridding
Million Grid Points Per Second > Higher Is Better
RHEL 9.0 ...... 13263.8 |======================================================
AlmaLinux 9.0 . 12678.9 |====================================================


ASKAP 1.0
Test: tConvolve OpenMP - Degridding
Million Grid Points Per Second > Higher Is Better
RHEL 9.0 ...... 14966.9 |=====================================================
AlmaLinux 9.0 . 15372.1 |======================================================


ASKAP 1.0
Test: Hogbom Clean OpenMP
Iterations Per Second > Higher Is Better
RHEL 9.0 ...... 339.46 |======================================================
AlmaLinux 9.0 . 343.78 |=======================================================


Pennant 1.0.1
Test: sedovbig
Hydro Cycle Time - Seconds < Lower Is Better
RHEL 9.0 ...... 5.394441 |=====================================================
AlmaLinux 9.0 . 5.409248 |=====================================================


Pennant 1.0.1
Test: leblancbig
Hydro Cycle Time - Seconds < Lower Is Better
RHEL 9.0 ...... 3.798277 |====================================================
AlmaLinux 9.0 . 3.871700 |=====================================================


Xcompact3d Incompact3d 2021-03-11
Input: input.i3d 129 Cells Per Direction
Seconds < Lower Is Better
RHEL 9.0 ...... 2.69586153 |===================================================
AlmaLinux 9.0 . 2.71601175 |===================================================


Java JMH
Throughput
Ops/s > Higher Is Better
RHEL 9.0 ...... 158475086528.59 |==============================================
AlmaLinux 9.0 . 156837106257.38 |==============================================


Coremark 1.0
CoreMark Size 666 - Iterations Per Second
Iterations/Sec > Higher Is Better
RHEL 9.0 ...... 4541231.79 |===================================================
AlmaLinux 9.0 . 4541670.56 |===================================================


Timed GDB GNU Debugger Compilation 10.2
Time To Compile
Seconds < Lower Is Better
RHEL 9.0 ...... 48.00 |========================================================
AlmaLinux 9.0 . 48.27 |========================================================


Timed MPlayer Compilation 1.5
Time To Compile
Seconds < Lower Is Better
RHEL 9.0 ...... 8.247 |=======================================================
AlmaLinux 9.0 . 8.389 |========================================================


Timed Apache Compilation 2.4.41
Time To Compile
Seconds < Lower Is Better
RHEL 9.0 ...... 20.47 |======================================================
AlmaLinux 9.0 . 21.07 |========================================================


7-Zip Compression 21.06
Test: Compression Rating
MIPS > Higher Is Better
RHEL 9.0 ...... 706503 |=======================================================
AlmaLinux 9.0 . 708888 |=======================================================


7-Zip Compression 21.06
Test: Decompression Rating
MIPS > Higher Is Better
RHEL 9.0 ...... 763949 |=======================================================
AlmaLinux 9.0 . 754769 |======================================================


Timed LLVM Compilation 13.0
Build System: Ninja
Seconds < Lower Is Better
RHEL 9.0 ...... 94.70 |========================================================
AlmaLinux 9.0 . 94.73 |========================================================


Timed LLVM Compilation 13.0
Build System: Unix Makefiles
Seconds < Lower Is Better
RHEL 9.0 ...... 175.64 |=======================================================
AlmaLinux 9.0 . 175.69 |=======================================================


Timed PHP Compilation 7.4.2
Time To Compile
Seconds < Lower Is Better
RHEL 9.0 ...... 33.58 |========================================================
AlmaLinux 9.0 . 33.59 |========================================================


Zstd Compression 1.5.0
Compression Level: 3 - Compression Speed
MB/s > Higher Is Better
RHEL 9.0 ...... 6540.4 |====================================================
AlmaLinux 9.0 . 6930.8 |=======================================================


Zstd Compression 1.5.0
Compression Level: 3 - Decompression Speed
MB/s > Higher Is Better
RHEL 9.0 ...... 3791.8 |=======================================================
AlmaLinux 9.0 . 3774.7 |=======================================================


Zstd Compression 1.5.0
Compression Level: 19 - Compression Speed
MB/s > Higher Is Better
RHEL 9.0 ...... 113.5 |========================================================
AlmaLinux 9.0 . 114.5 |========================================================


Zstd Compression 1.5.0
Compression Level: 19 - Decompression Speed
MB/s > Higher Is Better
RHEL 9.0 ...... 3376.0 |=====================================================
AlmaLinux 9.0 . 3478.8 |=======================================================


Zstd Compression 1.5.0
Compression Level: 3, Long Mode - Compression Speed
MB/s > Higher Is Better
RHEL 9.0 ...... 849.4 |========================================================
AlmaLinux 9.0 . 832.3 |=======================================================


Zstd Compression 1.5.0
Compression Level: 3, Long Mode - Decompression Speed
MB/s > Higher Is Better
RHEL 9.0 ...... 4135.1 |=======================================================
AlmaLinux 9.0 . 4119.8 |=======================================================


Zstd Compression 1.5.0
Compression Level: 19, Long Mode - Compression Speed
MB/s > Higher Is Better
RHEL 9.0 ...... 62.6 |=========================================================
AlmaLinux 9.0 . 61.7 |========================================================


Zstd Compression 1.5.0
Compression Level: 19, Long Mode - Decompression Speed
MB/s > Higher Is Better
RHEL 9.0 ...... 3547.6 |=======================================================
AlmaLinux 9.0 . 3557.0 |=======================================================


m-queens 1.2
Time To Solve
Seconds < Lower Is Better
RHEL 9.0 ...... 5.508 |========================================================
AlmaLinux 9.0 . 5.460 |========================================================


Timed Linux Kernel Compilation 5.16
Build: defconfig
Seconds < Lower Is Better
RHEL 9.0 ...... 19.01 |=======================================================
AlmaLinux 9.0 . 19.24 |========================================================


OpenSSL

verify/s > Higher Is Better
RHEL 9.0 ...... 1772035.0 |====================================================
AlmaLinux 9.0 . 1771896.3 |====================================================


asmFish 2018-07-23
1024 Hash Memory, 26 Depth
Nodes/second > Higher Is Better
RHEL 9.0 ...... 290166091 |====================================================
AlmaLinux 9.0 . 291400521 |====================================================


SVT-VP9 0.3
Tuning: VMAF Optimized - Input: Bosphorus 1080p
Frames Per Second > Higher Is Better
RHEL 9.0 ...... 411.40 |=======================================================
AlmaLinux 9.0 . 399.16 |=====================================================


SVT-VP9 0.3
Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p
Frames Per Second > Higher Is Better
RHEL 9.0 ...... 404.53 |=======================================================
AlmaLinux 9.0 . 405.48 |=======================================================


SVT-VP9 0.3
Tuning: Visual Quality Optimized - Input: Bosphorus 1080p
Frames Per Second > Higher Is Better
RHEL 9.0 ...... 336.07 |=======================================================
AlmaLinux 9.0 . 333.13 |=======================================================


Blender 3.0
Blend File: BMW27 - Compute: CPU-Only
Seconds < Lower Is Better
RHEL 9.0 ...... 14.79 |========================================================
AlmaLinux 9.0 . 14.72 |========================================================


Blender 3.0
Blend File: Classroom - Compute: CPU-Only
Seconds < Lower Is Better
RHEL 9.0 ...... 36.67 |========================================================
AlmaLinux 9.0 . 36.71 |========================================================


Blender 3.0
Blend File: Fishy Cat - Compute: CPU-Only
Seconds < Lower Is Better
RHEL 9.0 ...... 19.18 |========================================================
AlmaLinux 9.0 . 19.02 |========================================================


Blender 3.0
Blend File: Barbershop - Compute: CPU-Only
Seconds < Lower Is Better
RHEL 9.0 ...... 145.84 |=======================================================
AlmaLinux 9.0 . 142.79 |======================================================


Blender 3.0
Blend File: Pabellon Barcelona - Compute: CPU-Only
Seconds < Lower Is Better
RHEL 9.0 ...... 45.50 |========================================================
AlmaLinux 9.0 . 45.13 |========================================================


Radiance Benchmark 5.0
Test: SMP Parallel
Seconds < Lower Is Better
RHEL 9.0 ...... 179.67 |=======================================================
AlmaLinux 9.0 . 180.87 |=======================================================


Intel Open Image Denoise 1.4.0
Run: RT.hdr_alb_nrm.3840x2160
Images / Sec > Higher Is Better
RHEL 9.0 ...... 1.94 |=========================================================
AlmaLinux 9.0 . 1.94 |=========================================================


OpenSSL

sign/s > Higher Is Better
RHEL 9.0 ...... 27057.8 |======================================================
AlmaLinux 9.0 . 27100.4 |======================================================


Intel Open Image Denoise 1.4.0
Run: RT.ldr_alb_nrm.3840x2160
Images / Sec > Higher Is Better
RHEL 9.0 ...... 1.95 |=========================================================
AlmaLinux 9.0 . 1.95 |=========================================================


Intel Open Image Denoise 1.4.0
Run: RTLightmap.hdr.4096x4096
Images / Sec > Higher Is Better
RHEL 9.0 ...... 0.94 |========================================================
AlmaLinux 9.0 . 0.96 |=========================================================


OSPray 2.9
Benchmark: particle_volume/ao/real_time
Items Per Second > Higher Is Better
RHEL 9.0 ...... 128.83 |=======================================================
AlmaLinux 9.0 . 129.43 |=======================================================


OSPray 2.9
Benchmark: particle_volume/scivis/real_time
Items Per Second > Higher Is Better
RHEL 9.0 ...... 123.44 |=======================================================
AlmaLinux 9.0 . 123.81 |=======================================================


OSPray 2.9
Benchmark: particle_volume/pathtracer/real_time
Items Per Second > Higher Is Better
RHEL 9.0 ...... 162.88 |======================================================
AlmaLinux 9.0 . 165.50 |=======================================================


OSPray 2.9
Benchmark: gravity_spheres_volume/dim_512/ao/real_time
Items Per Second > Higher Is Better
RHEL 9.0 ...... 16.78 |========================================================
AlmaLinux 9.0 . 16.73 |========================================================


OSPray 2.9
Benchmark: gravity_spheres_volume/dim_512/scivis/real_time
Items Per Second > Higher Is Better
RHEL 9.0 ...... 16.08 |========================================================
AlmaLinux 9.0 . 16.05 |========================================================


OSPray 2.9
Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time
Items Per Second > Higher Is Better
RHEL 9.0 ...... 25.73 |========================================================
AlmaLinux 9.0 . 25.70 |========================================================


Appleseed 2.0 Beta
Scene: Emily
Seconds < Lower Is Better
RHEL 9.0 ...... 136.36 |======================================================
AlmaLinux 9.0 . 138.00 |=======================================================


Appleseed 2.0 Beta
Scene: Disney Material
Seconds < Lower Is Better
RHEL 9.0 ...... 46.82 |========================================================
AlmaLinux 9.0 . 46.51 |========================================================


Appleseed 2.0 Beta
Scene: Material Tester
Seconds < Lower Is Better
RHEL 9.0 ...... 336.04 |====================================================
AlmaLinux 9.0 . 353.99 |=======================================================


Build2 0.13
Time To Compile
Seconds < Lower Is Better
RHEL 9.0 ...... 53.77 |======================================================
AlmaLinux 9.0 . 55.67 |========================================================


Timed Node.js Compilation 17.3
Time To Compile
Seconds < Lower Is Better
RHEL 9.0 ...... 95.14 |========================================================
AlmaLinux 9.0 . 95.29 |========================================================


FinanceBench 2016-07-25
Benchmark: Repo OpenMP
ms < Lower Is Better
RHEL 9.0 ...... 35291.90 |=====================================================
AlmaLinux 9.0 . 35297.71 |=====================================================


FinanceBench 2016-07-25
Benchmark: Bonds OpenMP
ms < Lower Is Better
RHEL 9.0 ...... 52505.81 |=====================================================
AlmaLinux 9.0 . 52787.92 |=====================================================


PyPerformance 1.0.0
Benchmark: go
Milliseconds < Lower Is Better
RHEL 9.0 ...... 279 |=========================================================
AlmaLinux 9.0 . 284 |==========================================================


PyPerformance 1.0.0
Benchmark: 2to3
Milliseconds < Lower Is Better
RHEL 9.0 ...... 342 |=========================================================
AlmaLinux 9.0 . 345 |==========================================================


PyPerformance 1.0.0
Benchmark: chaos
Milliseconds < Lower Is Better
RHEL 9.0 ...... 128 |=======================================================
AlmaLinux 9.0 . 134 |==========================================================


PyPerformance 1.0.0
Benchmark: float
Milliseconds < Lower Is Better
RHEL 9.0 ...... 121 |==========================================================
AlmaLinux 9.0 . 121 |==========================================================


PyPerformance 1.0.0
Benchmark: pathlib
Milliseconds < Lower Is Better
RHEL 9.0 ...... 17.8 |=========================================================
AlmaLinux 9.0 . 17.6 |========================================================


PyPerformance 1.0.0
Benchmark: json_loads
Milliseconds < Lower Is Better
RHEL 9.0 ...... 23.3 |=========================================================
AlmaLinux 9.0 . 23.1 |=========================================================


PyPerformance 1.0.0
Benchmark: regex_compile
Milliseconds < Lower Is Better
RHEL 9.0 ...... 188 |=========================================================
AlmaLinux 9.0 . 191 |==========================================================


PyPerformance 1.0.0
Benchmark: python_startup
Milliseconds < Lower Is Better
RHEL 9.0 ...... 8.95 |=========================================================
AlmaLinux 9.0 . 8.94 |=========================================================


PyPerformance 1.0.0
Benchmark: django_template
Milliseconds < Lower Is Better
RHEL 9.0 ...... 52.7 |=========================================================
AlmaLinux 9.0 . 52.7 |=========================================================


PyPerformance 1.0.0
Benchmark: pickle_pure_python
Milliseconds < Lower Is Better
RHEL 9.0 ...... 484 |==========================================================
AlmaLinux 9.0 . 485 |==========================================================


Liquid-DSP 2021.01.31
Threads: 64 - Buffer Length: 256 - Filter Length: 57
samples/s > Higher Is Better
RHEL 9.0 ...... 3113533333 |===================================================
AlmaLinux 9.0 . 3100900000 |===================================================


Liquid-DSP 2021.01.31
Threads: 128 - Buffer Length: 256 - Filter Length: 57
samples/s > Higher Is Better
RHEL 9.0 ...... 5675900000 |===================================================
AlmaLinux 9.0 . 5678666667 |===================================================


Liquid-DSP 2021.01.31
Threads: 160 - Buffer Length: 256 - Filter Length: 57
samples/s > Higher Is Better
RHEL 9.0 ...... 5738333333 |===================================================
AlmaLinux 9.0 . 5743266667 |===================================================


LuaRadio 0.9.1
Test: Five Back to Back FIR Filters
MiB/s > Higher Is Better
RHEL 9.0 ...... 1087.9 |=======================================================
AlmaLinux 9.0 . 1093.6 |=======================================================


LuaRadio 0.9.1
Test: FM Deemphasis Filter
MiB/s > Higher Is Better
RHEL 9.0 ...... 228.9 |========================================================
AlmaLinux 9.0 . 227.6 |========================================================


LuaRadio 0.9.1
Test: Complex Phase
MiB/s > Higher Is Better
RHEL 9.0 ...... 603.7 |========================================================
AlmaLinux 9.0 . 602.8 |========================================================


LuaRadio 0.9.1
Test: Hilbert Transform
MiB/s > Higher Is Better
AlmaLinux 9.0 . 22.9 |=========================================================


srsRAN 21.10
Test: OFDM_Test
Samples / Second > Higher Is Better
RHEL 9.0 ...... 130146667 |====================================================
AlmaLinux 9.0 . 128066667 |===================================================


srsRAN 21.10
Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAM
eNb Mb/s > Higher Is Better
RHEL 9.0 ...... 377.1 |========================================================
AlmaLinux 9.0 . 377.6 |========================================================


srsRAN 21.10
Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAM
UE Mb/s > Higher Is Better
RHEL 9.0 ...... 127.1 |========================================================
AlmaLinux 9.0 . 127.4 |========================================================


srsRAN 21.10
Test: 4G PHY_DL_Test 100 PRB SISO 64-QAM
eNb Mb/s > Higher Is Better
RHEL 9.0 ...... 379.9 |========================================================
AlmaLinux 9.0 . 378.7 |========================================================


srsRAN 21.10
Test: 4G PHY_DL_Test 100 PRB SISO 64-QAM
UE Mb/s > Higher Is Better
RHEL 9.0 ...... 137.0 |========================================================
AlmaLinux 9.0 . 137.5 |========================================================


srsRAN 21.10
Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAM
eNb Mb/s > Higher Is Better
RHEL 9.0 ...... 410.6 |========================================================
AlmaLinux 9.0 . 408.5 |========================================================


srsRAN 21.10
Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAM
UE Mb/s > Higher Is Better
RHEL 9.0 ...... 135.4 |========================================================
AlmaLinux 9.0 . 134.9 |========================================================


srsRAN 21.10
Test: 4G PHY_DL_Test 100 PRB SISO 256-QAM
eNb Mb/s > Higher Is Better
RHEL 9.0 ...... 412.6 |========================================================
AlmaLinux 9.0 . 410.7 |========================================================


srsRAN 21.10
Test: 4G PHY_DL_Test 100 PRB SISO 256-QAM
UE Mb/s > Higher Is Better
RHEL 9.0 ...... 143.3 |========================================================
AlmaLinux 9.0 . 143.4 |========================================================


srsRAN 21.10
Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAM
eNb Mb/s > Higher Is Better
RHEL 9.0 ...... 121.1 |========================================================
AlmaLinux 9.0 . 121.1 |========================================================


srsRAN 21.10
Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAM
UE Mb/s > Higher Is Better
RHEL 9.0 ...... 59.5 |=========================================================
AlmaLinux 9.0 . 58.8 |========================================================


nginx 1.21.1
Concurrent Requests: 1000
Requests Per Second > Higher Is Better
RHEL 9.0 ...... 86232.69 |=====================================================
AlmaLinux 9.0 . 83400.76 |===================================================


PHPBench 0.8.1
PHP Benchmark Suite
Score > Higher Is Better
RHEL 9.0 ...... 660092 |=======================================================
AlmaLinux 9.0 . 657180 |=======================================================


SQLite Speedtest 3.30
Timed Time - Size 1,000
Seconds < Lower Is Better
RHEL 9.0 ...... 58.09 |========================================================
AlmaLinux 9.0 . 58.55 |========================================================


simdjson 1.0
Throughput Test: Kostya
GB/s > Higher Is Better
RHEL 9.0 ...... 2.79 |=========================================================
AlmaLinux 9.0 . 2.79 |=========================================================


simdjson 1.0
Throughput Test: LargeRandom
GB/s > Higher Is Better
RHEL 9.0 ...... 0.96 |=========================================================
AlmaLinux 9.0 . 0.96 |=========================================================


PyBench 2018-02-16
Total For Average Test Times
Milliseconds < Lower Is Better
RHEL 9.0 ...... 1141 |=========================================================
AlmaLinux 9.0 . 1148 |=========================================================


Geometric Mean Of All Test Results
Result Composite - Linux Servers AlmaLinux vs. RHEL 9.0
Geometric Mean > Higher Is Better
RHEL 9.0 ...... 425.44 |=======================================================
AlmaLinux 9.0 . 424.10 |=======================================================