Benchmark: Solving System of Linear Equations with Matrix v2

HTML Preparation code:

<!-- JStat -->
<script src="https://cdn.jsdelivr.net/jstat/latest/jstat.min.js"></script>
<!-- NumericJS -->
<script src="https://cdn.rawgit.com/sloisel/numeric/master/src/numeric.js"></script>
<!-- Math.js -->
<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjs/3.9.0/math.min.js"></script>

Script Preparation code:

var A = [[11, -1, 0], [-1, 12, -1], [0, -1, 11]],
    B = [[87], [12] , [0]];

var Numeric_LUa = numeric.LU(A),
    math_LUa = math.lup(A);

Tests:

jStat
jStat.gauss_elimination(A, B);
Numeric JS (uses LUsolve under the hood)
numeric.solve(A, B);
Numeric JS (LU Decomposed first)
numeric.LUsolve(Numeric_LUa, B);
math.js
math.lusolve(A, B);
math.js (LU Decomposed first)
math.lusolve(math_LUa, B);

Rendered benchmark preparation results:

Suite status: <idle, ready to run>

Previous results

Test case name	Result
jStat
Numeric JS (uses LUsolve under the hood)
Numeric JS (LU Decomposed first)
math.js
math.js (LU Decomposed first)

Fastest: N/A

Slowest: N/A

Latest run results:

Run details: (Test run date: one year ago)

User agent: Mozilla/5.0 (Linux; Android 10; K) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/137.0.0.0 Mobile Safari/537.36

Browser/OS: Chrome Mobile 137 on Android

View result in a separate tab

jStat

997K/s

Numeric JS (LU Decomposed first)

612K/s

Numeric JS (uses LUsolve under the hood)

430K/s

math.js (LU Decomposed first)

385K/s

math.js

204K/s

View exact numbers

Test name	Executions per second
✓ jStat	996,860 Ops/sec
Numeric JS (LU Decomposed first)	611,586 Ops/sec
Numeric JS (uses LUsolve under the hood)	430,431 Ops/sec
math.js (LU Decomposed first)	385,345 Ops/sec
math.js	204,102 Ops/sec

Solving System of Linear Equations with Matrix v2 (version: 0) Benchmark.js

Comparing performance of: `jStat vs Numeric JS (uses LUsolve under the hood) vs Numeric JS (LU Decomposed first) vs math.js vs math.js (LU Decomposed first)`

Created: 9 years ago by: Registered User

Go to the latest result

jStat

Numeric JS (uses LUsolve under the hood)

Numeric JS (LU Decomposed first)

math.js

math.js (LU Decomposed first)

Suite status: <idle, ready to run>

Fastest: N/A

Slowest: N/A

Solving System of Linear Equations with Matrix v2 (version: 0) Benchmark.js

Comparing performance of: jStat vs Numeric JS (uses LUsolve under the hood) vs Numeric JS (LU Decomposed first) vs math.js vs math.js (LU Decomposed first)

Created: 9 years ago by: Registered User

Go to the latest result

jStat

Numeric JS (uses LUsolve under the hood)

Numeric JS (LU Decomposed first)

math.js

math.js (LU Decomposed first)

Suite status: <idle, ready to run>

Fastest: N/A

Slowest: N/A

Related benchmarks

Comparing performance of: `jStat vs Numeric JS (uses LUsolve under the hood) vs Numeric JS (LU Decomposed first) vs math.js vs math.js (LU Decomposed first)`