MATLAB 与 C++ 对比:30项指标
MATLAB 对比 C++
MATLAB
MATLAB 是一种Multi-paradigm编程语言,首次出现于 1984 年,由 MathWorks 设计。主要应用场景:Data Science, Scientific Computing, Statistics。
C++
C++ 是一种Procedural, Object-Oriented, Generic编程语言,首次出现于 1985 年,由 Bjarne Stroustrup 设计。主要应用场景:Systems Programming, Embedded, Performance-Critical Applications。
30项指标
| 指标 | MATLAB | C++ |
|---|---|---|
| GitHub Stars | 43822 | 65302 |
| Stack Overflow Tags | 601432 | 832809 |
| TIOBE Rank | 69 | 7 |
| RedMonk Rank | 64 | 11 |
| PYPL Rank | 69 | 9 |
| Average Salary (USD) | 95050 | 128124 |
| Job Postings | 32097 | 43598 |
| Benchmarks Score | 0.67 | 1.05 |
| Learning Curve | Hard | Hard |
| Community Size | Medium | Very Large |
| Documentation Quality | 5 | 10 |
| Ecosystem Maturity | 9 | 10 |
| Industry Adoption | 8 | 10 |
| Type System Complexity | 8 | 7 |
| Concurrency Support | 5 | 10 |
| Performance - Execution Speed | 7 | 9 |
| Performance - Memory Usage | 8 | 8 |
| Performance - Startup Time | 8 | 7 |
| Tooling Quality | 7 | 10 |
| Package Manager Quality | 9 | 10 |
| IDE Support | 6 | 10 |
| Debugging Experience | 6 | 10 |
| GitHub Stars Rank | 52 | 5 |
| Stack Overflow Tags Rank | 43 | 11 |
| Average Salary Rank | 67 | 13 |
| Job Postings Rank | 38 | 5 |
| Benchmarks Rank | 51 | 2 |
| Learning Curve Score | 3 | 3 |
| Community Size Score | 6 | 10 |
| AHP Score | 6.44 | 8.5 |
AHP综合评分
- MATLAB: 6.44 (#45)
- C++: 8.5 (#1)
MATLAB | ###### 6.44
C++ | ######## 8.5
何时选择MATLAB
Data Science, Scientific Computing, Statistics, Visualization. MATLAB 是一种Multi-paradigm编程语言,首次出现于 1984 年,由 MathWorks 设计。主要应用场景:Data Science, Scientific Computing, Statistics。
何时选择C++
Systems Programming, Embedded, Performance-Critical Applications. C++ 是一种Procedural, Object-Oriented, Generic编程语言,首次出现于 1985 年,由 Bjarne Stroustrup 设计。主要应用场景:Systems Programming, Embedded, Performance-Critical Applications。
Hello World 示例
MATLAB:
disp('Hello, World!')
C++:
#include <iostream>
int main(){ std::cout << "Hello, World!"; }