MATLAB vs Python: 30 Metrics Comparison

MATLAB vs Python

MATLAB

MATLAB is a Multi-paradigm programming language first appeared in 1984, designed by MathWorks. Main use cases: Data Science, Scientific Computing, Statistics.

Python

Python is a Object-Oriented, Functional, Procedural programming language first appeared in 1991, designed by Guido van Rossum. Main use cases: Web Development, Automation, Scripting.

30 Metrics

MetricMATLABPython
GitHub Stars4382263766
Stack Overflow Tags601432877002
TIOBE Rank699
RedMonk Rank6413
PYPL Rank693
Average Salary (USD)95050129023
Job Postings3209741729
Benchmarks Score0.670.97
Learning CurveHardHard
Community SizeMediumVery Large
Documentation Quality59
Ecosystem Maturity910
Industry Adoption810
Type System Complexity89
Concurrency Support510
Performance - Execution Speed710
Performance - Memory Usage89
Performance - Startup Time89
Tooling Quality79
Package Manager Quality99
IDE Support69
Debugging Experience69
GitHub Stars Rank527
Stack Overflow Tags Rank434
Average Salary Rank6712
Job Postings Rank389
Benchmarks Rank519
Learning Curve Score31
Community Size Score610
AHP Score6.448.31

AHP Score

  • MATLAB: 6.44 (#45)
  • Python: 8.31 (#7)
MATLAB          | ###### 6.44
Python          | ######## 8.31

When to choose MATLAB

Data Science, Scientific Computing, Statistics, Visualization. MATLAB is a Multi-paradigm programming language first appeared in 1984, designed by MathWorks. Main use cases: Data Science, Scientific Computing, Statistics.

When to choose Python

Web Development, Automation, Scripting, General Programming. Python is a Object-Oriented, Functional, Procedural programming language first appeared in 1991, designed by Guido van Rossum. Main use cases: Web Development, Automation, Scripting.

Hello World Example

MATLAB:

disp('Hello, World!')

Python:

print('Hello, World!')

其他语言