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Benchmarks

This document is generated by npm start. It compares simple-statistics performance against similar libraries in JavaScript.

ss science jStat mathjs d3 ssMaster
variance 274,273 91,357 288,404 105,230 266,853
covariance 171,323 131,503 173,292
skewness 273,318 94,456 272,492
geometric mean 162,046 228,736 161,526
medianAbsoluteDeviation 39,743 1,999 1,196 37,356
median 128,743 4,364 4,287 3,831 4,833 100,906
mode 4,134 2,173 4,084 1,043 4,178
mean 472,919 2,173 605,700 47,769 468,220
min 798,208 610,040 79,384 615,831 826,998
max 860,251 599,831 80,053 661,395 791,874
sum 463,695 607,260 69,901 601,426 472,264

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.

Versions

  • simple-statistics: 4.1.1
  • science: 1.9.3
  • jstat: 1.7.0
  • mathjs: 3.16.3
  • d3-array: 1.2.1