Programming Language and compiler
Benchmarks

Ruby VS Typescript benchmarks

Current benchmark data was generated on Sat Mar 29 2025, full log can be found HERE

CONTRIBUTIONS are WELCOME!

[x86_64][4 cores] AMD EPYC 7763 64-Core Processor (Model 1)

* -m in a file name stands for multi-threading or multi-processing

* -i in a file name stands for direct intrinsics usage. (Usage of simd intrinsics via libraries is not counted)

* -ffi in a file name stands for non-stdlib FFI usage

* (You may find time < time(user) + time(sys) for some non-parallelized programs, the overhead is from GC or JIT compiler, which are allowed to take advantage of multi-cores as that's more close to real-world scenarios.)

binarytrees

Input: 18

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 1119ms 12ms 476.2MB 1043ms 237ms deno 2.2.6
ruby 1.rb 4816ms 115ms 110.0MB 4720ms 83ms ruby/yjit 3.4.2
ruby 1.rb timeout 0.0ms 70.6MB 4940ms 47ms ruby 3.4.2
ruby 1.rb timeout 0.0ms 767.2MB 6573ms 687ms truffleruby 24.2.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 142ms 15ms 76.8MB 147ms 23ms deno 2.2.6
ruby 1.rb 493ms 0.5ms 20.3MB 467ms 7ms ruby/yjit 3.4.2
ruby 1-m.rb 559ms 80ms 422.2MB 1103ms 163ms truffleruby 24.2.0
ruby 1.rb 937ms 4.5ms 19.6MB 913ms 10ms ruby 3.4.2

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 1219ms 15ms 121.0MB 1197ms 63ms deno 2.2.6
ruby 1.rb 1494ms 5.8ms 63.8MB 1420ms 60ms ruby/yjit 3.4.2
ruby 1.rb 1892ms 34ms 63.3MB 1817ms 57ms ruby 3.4.2
ruby 1.rb timeout 0.0ms 334.6MB 4650ms 1473ms truffleruby 24.2.0

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 151ms 1.9ms 69.0MB 127ms 23ms deno 2.2.6
ruby 1.rb 158ms 1.5ms 25.8MB 127ms 17ms ruby/yjit 3.4.2
ruby 1.rb 181ms 5.4ms 25.1MB 153ms 13ms ruby 3.4.2
ruby 1.rb timeout 0.0ms 366.6MB 4680ms 1503ms truffleruby 24.2.0

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ruby 6.rb 2064ms 15ms 23.0MB 2037ms 10ms ruby/yjit 3.4.2
typescript 1.ts 2118ms 25ms 56.5MB 1987ms 137ms deno 2.2.6
ruby 6-m.rb 2289ms 237ms 407.7MB 5830ms 393ms truffleruby 24.2.0
ruby 6.rb 3860ms 29ms 22.5MB 3833ms 10ms ruby 3.4.2

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 245ms 1.5ms 56.2MB 230ms 20ms deno 2.2.6
ruby 6.rb 267ms 1.8ms 15.0MB 247ms 7ms ruby/yjit 3.4.2
ruby 6.rb 439ms 3.5ms 14.6MB 420ms 7ms ruby 3.4.2
ruby 6-m.rb 753ms 86ms 387.0MB 1863ms 167ms truffleruby 24.2.0

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 29ms 0.6ms 44.6MB 10ms 6ms deno 2.2.6
ruby 1.rb 36ms 0.6ms 142.1MB 12ms 30ms truffleruby 24.2.0
ruby 1.rb 53ms 1.6ms 13.0MB 38ms 2ms ruby/yjit 3.4.2
ruby 1.rb 54ms 2.2ms 12.9MB 40ms 4ms ruby 3.4.2

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 171ms 5.3ms 91.7MB 170ms 33ms deno 2.2.6
ruby 1.rb 254ms 2.5ms 29.3MB 230ms 10ms ruby/yjit 3.4.2
ruby 1.rb 263ms 2.8ms 29.6MB 233ms 17ms ruby 3.4.2
ruby 1-m.rb 4584ms 244ms 575.6MB 11983ms 380ms truffleruby 24.2.0

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 1215ms 5.5ms 416.9MB 1340ms 150ms deno 2.2.6
ruby 1.rb 2098ms 11ms 133.9MB 2010ms 73ms ruby 3.4.2
ruby 1.rb 2105ms 13ms 134.2MB 2013ms 80ms ruby/yjit 3.4.2
ruby 1.rb timeout 0.0ms 586.7MB 13213ms 377ms truffleruby 24.2.0

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 2.ts 288ms 1.6ms 63.8MB 273ms 20ms deno 2.2.6
ruby 1.rb 331ms 2.2ms 13.5MB 317ms 0ms ruby/yjit 3.4.2
ruby 1.rb 533ms 10ms 13.0MB 517ms 3ms ruby 3.4.2
typescript 1.ts 591ms 5.4ms 61.5MB 570ms 13ms deno 2.2.6
ruby 1-m.rb 663ms 30ms 373.5MB 1203ms 143ms truffleruby 24.2.0

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 2.ts 774ms 11ms 71.1MB 763ms 20ms deno 2.2.6
ruby 1.rb 878ms 1.4ms 13.5MB 860ms 7ms ruby/yjit 3.4.2
ruby 1-m.rb 1224ms 5.7ms 410.2MB 1700ms 163ms truffleruby 24.2.0
ruby 1.rb 1482ms 9.8ms 13.0MB 1467ms 0ms ruby 3.4.2
typescript 1.ts 1669ms 5.0ms 66.9MB 1647ms 23ms deno 2.2.6

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 2.ts 147ms 3.0ms 58.2MB 133ms 10ms deno 2.2.6
typescript 1.ts 177ms 1.2ms 59.0MB 157ms 20ms deno 2.2.6
ruby 1.rb 194ms 3.4ms 13.5MB 173ms 3ms ruby/yjit 3.4.2
ruby 1.rb 292ms 3.1ms 12.9MB 273ms 3ms ruby 3.4.2
ruby 1-m.rb 513ms 35ms 359.3MB 960ms 140ms truffleruby 24.2.0

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 633ms 5.8ms 226.3MB 657ms 107ms deno 2.2.6
ruby 1-m.rb 4407ms 298ms 569.0MB 11110ms 383ms truffleruby 24.2.0
ruby 1.rb timeout 0.0ms 93.6MB 4933ms 53ms ruby 3.4.2
ruby 1.rb timeout 0.0ms 94.8MB 4940ms 47ms ruby/yjit 3.4.2

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 171ms 3.9ms 97.9MB 173ms 40ms deno 2.2.6
ruby 1-m.rb 1990ms 144ms 479.8MB 5163ms 233ms truffleruby 24.2.0
ruby 1.rb 3411ms 25ms 38.3MB 3370ms 27ms ruby/yjit 3.4.2
ruby 1.rb 4428ms 16ms 37.8MB 4393ms 20ms ruby 3.4.2

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 6.ts 468ms 6.1ms 56.1MB 453ms 10ms deno 2.2.6
ruby 2.rb 824ms 13ms 322.6MB 1073ms 120ms truffleruby 24.2.0
ruby 2.rb timeout 0.0ms 12.9MB 4983ms 7ms ruby 3.4.2
ruby 2.rb timeout 0.0ms 13.5MB 4977ms 7ms ruby/yjit 3.4.2

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 6.ts 81ms 1.2ms 54.5MB 70ms 10ms deno 2.2.6
ruby 2-m.rb 321ms 4.1ms 314.2MB 577ms 113ms truffleruby 24.2.0
ruby 2.rb 1076ms 10ms 13.6MB 1057ms 7ms ruby/yjit 3.4.2
ruby 2.rb 2866ms 27ms 12.9MB 2847ms 3ms ruby 3.4.2

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ruby 1.rb timeout 0.0ms 325.4MB 4853ms 133ms ruby 3.4.2
ruby 1.rb timeout 0.0ms 326.9MB 4847ms 140ms ruby/yjit 3.4.2
ruby 1.rb timeout 0.0ms 695.7MB 5067ms 153ms truffleruby 24.2.0

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ruby 1-m.rb 1751ms 45ms 484.6MB 2477ms 160ms truffleruby 24.2.0
ruby 1.rb 3479ms 36ms 131.8MB 3387ms 77ms ruby/yjit 3.4.2
ruby 1.rb 4497ms 12ms 131.1MB 4407ms 77ms ruby 3.4.2

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ruby 1.rb timeout 0.0ms 46.5MB 4920ms 63ms ruby 3.4.2
ruby 1.rb timeout 0.0ms 126.8MB 4897ms 90ms ruby/yjit 3.4.2
ruby 1.rb timeout 0.0ms 456.7MB 13360ms 417ms truffleruby 24.2.0
typescript 3.ts timeout 0.0ms 130.4MB 4970ms 60ms deno 2.2.6

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 3.ts 1271ms 8.5ms 77.7MB 1220ms 77ms deno 2.2.6
ruby 1-m.rb 1529ms 45ms 431.6MB 4037ms 210ms truffleruby 24.2.0
ruby 1.rb 1680ms 13ms 46.1MB 1637ms 30ms ruby 3.4.2
ruby 1.rb 1744ms 80ms 124.1MB 1643ms 87ms ruby/yjit 3.4.2

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 7.ts 4123ms 70ms 56.5MB 4107ms 10ms deno 2.2.6
ruby 4.rb timeout 0.0ms 13.0MB 4983ms 3ms ruby 3.4.2
ruby 4.rb timeout 0.0ms 13.5MB 4983ms 3ms ruby/yjit 3.4.2
ruby 4.rb timeout 0.0ms 455.8MB 5153ms 247ms truffleruby 24.2.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 7.ts 1039ms 3.5ms 56.1MB 1023ms 10ms deno 2.2.6
ruby 4.rb 4895ms 35ms 451.9MB 5170ms 223ms truffleruby 24.2.0
ruby 4.rb timeout 0.0ms 12.9MB 4983ms 3ms ruby 3.4.2
ruby 4.rb timeout 0.0ms 13.5MB 4983ms 3ms ruby/yjit 3.4.2

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 7.ts 290ms 1.6ms 54.6MB 277ms 10ms deno 2.2.6
ruby 4.rb 1440ms 22ms 426.8MB 1757ms 150ms truffleruby 24.2.0
ruby 4.rb timeout 0.0ms 13.0MB 4983ms 3ms ruby 3.4.2
ruby 4.rb timeout 0.0ms 13.8MB 4983ms 3ms ruby/yjit 3.4.2