Python 3.11 Benchmarks Beta
Python 3.11 (beta) benchmarks by Michael Larabel for a future article against Pyston and PyPy. More Python 3.11 benchmarks to come on Phoronix.


Python 3.10.4: 

	Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (4006 BIOS), Chipset: AMD Starship/Matisse, Memory: 32GB, Disk: 1000GB Sabrent Rocket 4.0 Plus, Graphics: AMD Radeon RX 6800 16GB (2475/1000MHz), Audio: AMD Navi 21 HDMI Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

	OS: Ubuntu 22.04, Kernel: 5.18.0-051800-generic (x86_64), Desktop: GNOME Shell 42.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.1 (LLVM 13.0.1 DRM 3.46), Vulkan: 1.2.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 3840x2160

Python 3.11b1: 

	Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (4006 BIOS), Chipset: AMD Starship/Matisse, Memory: 32GB, Disk: 1000GB Sabrent Rocket 4.0 Plus, Graphics: AMD Radeon RX 6800 16GB (2475/1000MHz), Audio: AMD Navi 21 HDMI Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

	OS: Ubuntu 22.04, Kernel: 5.18.0-051800-generic (x86_64), Desktop: GNOME Shell 42.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.1 (LLVM 13.0.1 DRM 3.46), Vulkan: 1.2.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 3840x2160

Python 3.9.13: 

	Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (4006 BIOS), Chipset: AMD Starship/Matisse, Memory: 32GB, Disk: 1000GB Sabrent Rocket 4.0 Plus, Graphics: AMD Radeon RX 6800 16GB (2475/1000MHz), Audio: AMD Navi 21 HDMI Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

	OS: Ubuntu 22.04, Kernel: 5.18.0-051800-generic (x86_64), Desktop: GNOME Shell 42.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.1 (LLVM 13.0.1 DRM 3.46), Vulkan: 1.2.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 3840x2160

Python 3.8.13: 

	Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (4006 BIOS), Chipset: AMD Starship/Matisse, Memory: 32GB, Disk: 1000GB Sabrent Rocket 4.0 Plus, Graphics: AMD Radeon RX 6800 16GB (2475/1000MHz), Audio: AMD Navi 21 HDMI Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

	OS: Ubuntu 22.04, Kernel: 5.18.0-051800-generic (x86_64), Desktop: GNOME Shell 42.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.1 (LLVM 13.0.1 DRM 3.46), Vulkan: 1.2.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 3840x2160

Python 3.11b3: 

	Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (4006 BIOS), Chipset: AMD Starship/Matisse, Memory: 32GB, Disk: 1000GB Sabrent Rocket 4.0 Plus, Graphics: AMD Radeon RX 6800 16GB (2475/1000MHz), Audio: AMD Navi 21 HDMI Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

	OS: Ubuntu 22.04, Kernel: 5.18.0-051800-generic (x86_64), Desktop: GNOME Shell 42.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.1 (LLVM 13.0.1 DRM 3.46), Vulkan: 1.2.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 3840x2160

Pyston 2.3.3: 

	Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (4006 BIOS), Chipset: AMD Starship/Matisse, Memory: 32GB, Disk: 1000GB Sabrent Rocket 4.0 Plus, Graphics: AMD Radeon RX 6800 16GB (2475/1000MHz), Audio: AMD Navi 21 HDMI Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

	OS: Ubuntu 22.04, Kernel: 5.18.0-051800-generic (x86_64), Desktop: GNOME Shell 42.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.1 (LLVM 13.0.1 DRM 3.46), Vulkan: 1.2.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 3840x2160

PyPy 3.9-v7.3.9: 

	Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (4006 BIOS), Chipset: AMD Starship/Matisse, Memory: 32GB, Disk: 1000GB Sabrent Rocket 4.0 Plus, Graphics: AMD Radeon RX 6800 16GB (2475/1000MHz), Audio: AMD Navi 21 HDMI Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

	OS: Ubuntu 22.04, Kernel: 5.18.0-051800-generic (x86_64), Desktop: GNOME Shell 42.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.1 (LLVM 13.0.1 DRM 3.46), Vulkan: 1.2.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 3840x2160


PyBench 2018-02-16
Total For Average Test Times
Milliseconds < Lower Is Better
Python 3.10.4 ... 840 |========================================================
Python 3.11b1 ... 712 |===============================================
Python 3.9.13 ... 826 |=======================================================
Python 3.8.13 ... 827 |=======================================================
Python 3.11b3 ... 691 |==============================================
Pyston 2.3.3 .... 408 |===========================
PyPy 3.9-v7.3.9 . 233 |================


PyPerformance 1.0.0
Benchmark: go
Milliseconds < Lower Is Better
Python 3.10.4 ... 179.0 |==================================================
Python 3.11b1 ... 102.0 |============================
Python 3.9.13 ... 195.0 |======================================================
Python 3.8.13 ... 195.0 |======================================================
Python 3.11b3 ... 106.0 |=============================
Pyston 2.3.3 .... 92.3  |==========================
PyPy 3.9-v7.3.9 . 92.4  |==========================


PyPerformance 1.0.0
Benchmark: 2to3
Milliseconds < Lower Is Better
Python 3.10.4 ... 242 |========================================================
Python 3.11b1 ... 183 |==========================================
Python 3.9.13 ... 243 |========================================================
Python 3.8.13 ... 241 |========================================================
Python 3.11b3 ... 187 |===========================================
Pyston 2.3.3 .... 150 |===================================
PyPy 3.9-v7.3.9 . 150 |===================================


PyPerformance 1.0.0
Benchmark: chaos
Milliseconds < Lower Is Better
Python 3.10.4 ... 87.2 |=====================================================
Python 3.11b1 ... 52.2 |================================
Python 3.9.13 ... 90.0 |=======================================================
Python 3.8.13 ... 90.7 |=======================================================
Python 3.11b3 ... 52.9 |================================
Pyston 2.3.3 .... 30.9 |===================
PyPy 3.9-v7.3.9 . 30.9 |===================


PyPerformance 1.0.0
Benchmark: float
Milliseconds < Lower Is Better
Python 3.10.4 ... 79.8 |==================================================
Python 3.11b1 ... 52.1 |================================
Python 3.9.13 ... 87.5 |=======================================================
Python 3.8.13 ... 88.3 |=======================================================
Python 3.11b3 ... 54.0 |==================================
Pyston 2.3.3 .... 39.7 |=========================
PyPy 3.9-v7.3.9 . 39.9 |=========================


PyPerformance 1.0.0
Benchmark: nbody
Milliseconds < Lower Is Better
Python 3.10.4 ... 100.1 |======================================================
Python 3.11b1 ... 67.1  |====================================
Python 3.9.13 ... 99.6  |======================================================
Python 3.8.13 ... 95.0  |===================================================
Python 3.11b3 ... 65.7  |===================================
Pyston 2.3.3 .... 33.6  |==================
PyPy 3.9-v7.3.9 . 33.5  |==================


PyPerformance 1.0.0
Benchmark: pathlib
Milliseconds < Lower Is Better
Python 3.10.4 ... 14.2 |=======================================================
Python 3.11b1 ... 12.9 |==================================================
Python 3.9.13 ... 13.8 |=====================================================
Python 3.8.13 ... 14.3 |=======================================================
Python 3.11b3 ... 12.8 |=================================================
Pyston 2.3.3 .... 10.2 |=======================================
PyPy 3.9-v7.3.9 . 10.3 |========================================


PyPerformance 1.0.0
Benchmark: raytrace
Milliseconds < Lower Is Better
Python 3.10.4 ... 370 |=====================================================
Python 3.11b1 ... 222 |================================
Python 3.9.13 ... 391 |========================================================
Python 3.8.13 ... 390 |========================================================
Python 3.11b3 ... 228 |=================================
Pyston 2.3.3 .... 161 |=======================
PyPy 3.9-v7.3.9 . 161 |=======================


PyPerformance 1.0.0
Benchmark: json_loads
Milliseconds < Lower Is Better
Python 3.10.4 ... 18.8 |===================================================
Python 3.11b1 ... 16.9 |==============================================
Python 3.9.13 ... 17.9 |=================================================
Python 3.8.13 ... 20.2 |=======================================================
Python 3.11b3 ... 16.5 |=============================================
Pyston 2.3.3 .... 15.0 |=========================================
PyPy 3.9-v7.3.9 . 15.1 |=========================================


PyPerformance 1.0.0
Benchmark: crypto_pyaes
Milliseconds < Lower Is Better
Python 3.10.4 ... 84.0 |=====================================================
Python 3.11b1 ... 52.7 |=================================
Python 3.9.13 ... 86.9 |=======================================================
Python 3.8.13 ... 86.5 |=======================================================
Python 3.11b3 ... 52.3 |=================================
Pyston 2.3.3 .... 45.9 |=============================
PyPy 3.9-v7.3.9 . 46.0 |=============================


PyPerformance 1.0.0
Benchmark: regex_compile
Milliseconds < Lower Is Better
Python 3.10.4 ... 137.0 |======================================================
Python 3.11b1 ... 101.0 |========================================
Python 3.9.13 ... 135.0 |=====================================================
Python 3.8.13 ... 135.0 |=====================================================
Python 3.11b3 ... 105.0 |=========================================
Pyston 2.3.3 .... 51.2  |====================
PyPy 3.9-v7.3.9 . 51.6  |====================


PyPerformance 1.0.0
Benchmark: python_startup
Milliseconds < Lower Is Better
Python 3.10.4 ... 6.18 |=====================================================
Python 3.11b1 ... 5.46 |===============================================
Python 3.9.13 ... 6.29 |======================================================
Python 3.8.13 ... 6.36 |=======================================================
Python 3.11b3 ... 5.55 |================================================
Pyston 2.3.3 .... 5.83 |==================================================
PyPy 3.9-v7.3.9 . 5.88 |===================================================


PyPerformance 1.0.0
Benchmark: django_template
Milliseconds < Lower Is Better
Python 3.10.4 ... 35.7 |==================================================
Python 3.11b1 ... 25.6 |====================================
Python 3.9.13 ... 38.5 |======================================================
Python 3.8.13 ... 39.2 |=======================================================
Python 3.11b3 ... 25.9 |====================================
Pyston 2.3.3 .... 19.3 |===========================
PyPy 3.9-v7.3.9 . 19.3 |===========================


PyPerformance 1.0.0
Benchmark: pickle_pure_python
Milliseconds < Lower Is Better
Python 3.10.4 ... 350 |=======================================================
Python 3.11b1 ... 225 |===================================
Python 3.9.13 ... 351 |=======================================================
Python 3.8.13 ... 358 |========================================================
Python 3.11b3 ... 231 |====================================
Pyston 2.3.3 .... 147 |=======================
PyPy 3.9-v7.3.9 . 147 |=======================