Results 🥇#
Information ℹ️#
CPU : 13th Gen Intel(R) Core(TM) i7-13700K 3.40 GHz
RAM : 64,0 GB
Windows 11 23H2
Ubuntu 13.10 on Virtual Machine, VirtualBox 7.0.12, host Windows, 32 GB, 16 processors
Performance 🚩#
🪟 Windows#
Language / Framework |
Execution Time (s) |
Slower than C++ |
|---|---|---|
C++ MSVC x64 v19.38.33133 / Linker v14.38.33133.0 |
1.0028 ± 0.0007 |
1.0x |
DotnetCore v8.0.100 |
1.0029 ± 0.0006 |
1.0x |
Cython v3.0.7 |
1.0045 ± 0.0005 |
1.0x |
Cython Full v3.0.7 |
1.0047 ± 0.0005 |
1.0x |
ASM - MASM x64 v14.38.33133.0 |
1.3251 ± 0.0002 |
1.3x |
ASM - NASM x64 v2.16.01 |
1.3258 ± 0.0002 |
1.3x |
Javascript - nodeJS v21.5.0 |
2.74 ± 0.06 |
2.7x |
TypeScript - compiled v21.5.0 |
3.20 ± 0.03 |
3.2x |
TypeScript ts-node v5.3.3 |
3.20 ± 0.03 |
3.2x |
PyPy v7.3.14 with MSC v.1929 with python v3.10.13 |
7.734 ± 0.009 |
7.7x |
Firefox v122.0b4 |
9.775 ± 0.006 |
9.8x |
TypeScript compiled Firefox v122.0b4 |
9.87 ± 0.03 |
9.9x |
Python 3.12.1 |
27.09 ± 0.02 |
27.1x |
import matplotlib.pyplot as plt
import numpy as np
languages = [
"ASM - MASM x64 v14.38.33133.0", "ASM - NASM x64 v2.16.01",
"C++ MSVC x64 v19.38.33133 / Linker v14.38.33133.0", "DotnetCore v8.0.100",
"Cython v3.0.7", "Cython Full v3.0.7",
"Javascript - nodeJS v21.5.0", "TypeScript - compiled v21.5.0",
"TypeScript ts-node v5.3.3", "PyPy v7.3.14 with MSC v.1929 with python v3.10.13",
"Firefox v122.0b4", "TypeScript compiled Firefox v122.0b4",
"Python 3.12.1"
]
execution_times = [
1.3251, 1.3258 ,
1.0028, 1.0029,
1.0045, 1.0047,
2.74, 3.20,
3.20, 7.734,
9.775, 9.87,
27.09
]
# Create a logarithmic scale for color mapping
log_scale = np.log10(execution_times)
log_min, log_max = np.min(log_scale), np.max(log_scale)
colors = plt.cm.jet((log_scale - log_min) / (log_max - log_min))
# Creating the histogram with adjusted colors
fig, ax = plt.subplots(figsize=(18, 8)) # Increased width for better visibility
bars = ax.barh(languages, execution_times, color=colors)
plt.xlabel('Execution Time (s)')
plt.ylabel('Language / Framework')
plt.title('Execution Time Comparison for Windows 11 23H2')
# Create a colorbar with a logarithmic scale
sm = plt.cm.ScalarMappable(cmap='jet', norm=plt.Normalize(vmin=min(execution_times), vmax=max(execution_times)))
cbar = plt.colorbar(sm, ax=ax)
cbar.set_label('Execution Time (s)')
plt.tight_layout()
plt.show()
🐧 Linux#
Language / Framework |
Execution Time (s) |
Slower than C++ |
|---|---|---|
Cython v3.0.7 |
1.0151 ± 0.0008 |
1.0x |
Cython Full v3.0.7 |
1.0162 ± 0.0007 |
1.0x |
Dotnet Core v8.0.100 |
1.0181 ± 0.001 |
1.0x |
C++ gcc version v13.2.0 |
1.0185 ± 0.003 |
1.0x |
NASM x64 DLL v2.16.01 |
1.3356 ± 0.0001 |
1.3x |
Javascript - nodeJS v21.5.0 |
2.59 ± 0.02 |
2.6x |
TypeScript ts-node v5.3.3 |
3.21 ± 0.03 |
3.2x |
TypeScript - compiled v21.5.0 |
3.22 ± 0.03 |
3.2x |
PyPy 7.3.14 with GCC 10.2.1 with Python 3.10.13 |
3.450 ± 0.009 |
3.5x |
Firefox v119 |
4.725 ± 0.004 |
4.7x |
TypeScript compiled Firefox v119 |
7.004 ± 0.004 |
7.0x |
Python 3.12.1 |
19.18 ± 0.03 |
19.2x |
Development and Debug Time 🧑💻#
Language / Framework |
Dev/debug time (min) |
Line of codes |
Copilot |
Debug |
|---|---|---|---|---|
PyPy v7.3.14 with MSC v.1929 with python v3.10.13 |
30 |
72 |
✅ |
🟢 |
Python 3.12.1 |
30 |
72 |
✅ |
🟢 |
Cython v3.0.7 |
45 |
75 |
✅ |
🟢 |
Cython Full v3.0.7 |
60 |
114 |
✅ |
🟢 |
C++ MSVC x64 v19.38.33133 / Linker v14.38.33133.0 |
120 |
63 |
✅ |
🟢 |
DotnetCore v8.0.100 |
120 |
84 |
✅ |
🟢 |
Javascript - nodeJS v21.5.0 |
140 |
125 |
✅ |
🟡 |
TypeScript - compiled v21.5.0 |
140 |
131 |
✅ |
🟡 |
TypeScript ts-node v5.3.3 |
140 |
131 |
✅ |
🟡 |
Firefox v122.0b4 |
140 |
125 |
✅ |
🟡 |
TypeScript compiled Firefox v122.0b4 |
140 |
131 |
✅ |
🟡 |
ASM - MASM x64 v14.38.33133.0 |
660 |
255 |
❌ |
🔴 |
ASM - NASM x64 v2.16.01 |
660 |
254 |
❌ |
🔴 |
Size of executable 📦#
Language / Framework |
Size (kB) |
|---|---|
ASM - MASM x64 v14.38.33133.0 |
3.072 |
ASM - NASM x64 v2.16.01 |
3.072 |
C++ MSVC x64 v19.38.33133 / Linker v14.38.33133.0 |
11.264 |
Javascript - nodeJS v21.5.0 |
8431.893 |
TypeScript - compiled v21.5.0 |
8431.893 |
TypeScript ts-node v5.3.3 |
8431.893 |
Cython v3.0.7 |
20971.520 |
Cython Full v3.0.7 |
20971.520 |
Python 3.12.1 |
20971.520 |
PyPy v7.3.14 with MSC v.1929 with python v3.10.13 |
111995.055 |
DotnetCore v8.0.100 |
104857.600 |
Firefox v122.0b4 |
235061.671 |
TypeScript compiled Firefox v122.0b4 |
235061.671 |
