This document is generated by npm start
. It compares simple-statistics performance against similar libraries in JavaScript.
ss | science | jStat | mathjs | d3 | ssMaster | |
---|---|---|---|---|---|---|
variance | 264,814 | 87,000 | 374,853 | 56,210 | 250,047 | |
covariance | 149,052 | 125,392 | 155,657 | |||
skewness | 255,259 | 102,878 | 251,437 | |||
geometric mean | 232,700 | 222,265 | 227,263 | |||
medianAbsoluteDeviation | 23,033 | 339 | 23,011 | |||
median | 80,785 | 3,690 | 3,828 | 951 | 4,023 | 76,175 |
mode | 3,447 | 1,658 | 3,189 | 488 | 3,360 | |
mean | 368,527 | 1,595 | 645,355 | 20,586 | 394,332 | |
min | 613,833 | 549,438 | 26,447 | 89,338 | 712,161 | |
max | 724,317 | 539,410 | 25,483 | 76,094 | 688,329 | |
sum | 375,789 | 615,053 | 18,436 | 611,012 | 379,656 |
Fastest libraries are in bold. Numbers are in operations per second.
ssMaster is simple-statistics master branch, used for testing and proofing - it is not guaranteed to be any released version.
- simple-statistics: 4.1.0
- science: 1.9.3
- jstat: 1.5.3
- mathjs: 3.12.2
- d3-array: 1.2.0