Programming Language and compiler
Benchmarks

Typescript VS Ruby benchmarks

Current benchmark data was generated on Mon Jun 23 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 1056ms 2.2ms 397.8MB 1013ms 193ms deno 2.3.6
ruby 1.rb 4905ms 47ms 110.1MB 4803ms 87ms ruby/yjit 3.4.4
ruby 1.rb timeout 0.0ms 70.5MB 4950ms 37ms ruby 3.4.4
ruby 1.rb timeout 0.0ms 757.2MB 6760ms 690ms truffleruby 24.2.1

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 131ms 1.7ms 80.3MB 133ms 23ms deno 2.3.6
ruby 1.rb 500ms 4.2ms 20.3MB 477ms 10ms ruby/yjit 3.4.4
ruby 1-m.rb 571ms 43ms 418.8MB 1113ms 167ms truffleruby 24.2.1
ruby 1.rb 948ms 9.8ms 19.5MB 927ms 10ms ruby 3.4.4

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 1283ms 14ms 121.9MB 1270ms 63ms deno 2.3.6
ruby 1.rb 1462ms 9.4ms 63.8MB 1387ms 60ms ruby/yjit 3.4.4
ruby 1.rb 1870ms 14ms 63.3MB 1797ms 60ms ruby 3.4.4
ruby 1.rb timeout 0.0ms 329.4MB 4770ms 1413ms truffleruby 24.2.1

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 147ms 4.3ms 71.8MB 127ms 20ms deno 2.3.6
ruby 1.rb 156ms 2.7ms 25.8MB 120ms 20ms ruby/yjit 3.4.4
ruby 1.rb 181ms 2.5ms 25.1MB 147ms 20ms ruby 3.4.4
ruby 1.rb timeout 0.0ms 342.9MB 4630ms 1483ms truffleruby 24.2.1

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ruby 6.rb 2028ms 6.4ms 23.0MB 2003ms 10ms ruby/yjit 3.4.4
typescript 1.ts 2103ms 28ms 58.9MB 1990ms 120ms deno 2.3.6
ruby 6-m.rb 2281ms 208ms 390.3MB 5913ms 350ms truffleruby 24.2.1
ruby 6.rb 3700ms 25ms 22.4MB 3677ms 10ms ruby 3.4.4

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 243ms 3.7ms 58.8MB 223ms 23ms deno 2.3.6
ruby 6.rb 302ms 71ms 15.2MB 287ms 3ms ruby/yjit 3.4.4
ruby 6.rb 419ms 3.5ms 14.5MB 400ms 3ms ruby 3.4.4
ruby 6-m.rb 825ms 52ms 388.8MB 2063ms 170ms truffleruby 24.2.1

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 27ms 0.7ms 45.2MB 10ms 6ms deno 2.3.6
ruby 1.rb 36ms 0.9ms 141.8MB 12ms 30ms truffleruby 24.2.1
ruby 1.rb 51ms 1.3ms 12.8MB 40ms 0ms ruby 3.4.4
ruby 1.rb 54ms 1.3ms 12.9MB 40ms 4ms ruby/yjit 3.4.4

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1-m.ts 684ms 14ms 234.2MB 643ms 433ms deno 2.3.6
typescript 2-m.ts 694ms 8.4ms 238.0MB 643ms 430ms deno 2.3.6
typescript 1-http2.ts 798ms 9.0ms 230.2MB 780ms 380ms deno 2.3.6
typescript 2-tls.ts 1446ms 29ms 265.3MB 1310ms 513ms deno 2.3.6

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 2.ts 173ms 4.9ms 92.8MB 127ms 93ms deno 2.3.6
typescript 1.ts 178ms 5.8ms 92.9MB 127ms 93ms deno 2.3.6
typescript 1-http2.ts 206ms 2.9ms 94.5MB 160ms 87ms deno 2.3.6
typescript 2-tls.ts 358ms 7.8ms 100.1MB 287ms 120ms deno 2.3.6

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 162ms 4.0ms 94.1MB 157ms 37ms deno 2.3.6
ruby 1.rb 254ms 3.5ms 30.1MB 227ms 13ms ruby/yjit 3.4.4
ruby 1.rb 257ms 3.6ms 28.9MB 230ms 10ms ruby 3.4.4
ruby 1-m.rb 4425ms 158ms 530.8MB 11603ms 353ms truffleruby 24.2.1

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 1196ms 7.7ms 414.7MB 1317ms 147ms deno 2.3.6
ruby 1.rb 2081ms 8.6ms 134.5MB 1993ms 77ms ruby/yjit 3.4.4
ruby 1.rb 2099ms 21ms 133.4MB 2010ms 80ms ruby 3.4.4
ruby 1.rb timeout 0.0ms 595.2MB 13200ms 383ms truffleruby 24.2.1

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 2.ts 277ms 3.1ms 64.7MB 270ms 13ms deno 2.3.6
ruby 1.rb 342ms 2.7ms 13.5MB 323ms 7ms ruby/yjit 3.4.4
ruby 1.rb 530ms 6.8ms 12.9MB 513ms 3ms ruby 3.4.4
typescript 1.ts 587ms 5.5ms 63.0MB 570ms 13ms deno 2.3.6
ruby 1-m.rb 675ms 36ms 370.2MB 1157ms 147ms truffleruby 24.2.1

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 2.ts 755ms 1.8ms 71.9MB 740ms 20ms deno 2.3.6
ruby 1.rb 908ms 1.9ms 13.5MB 887ms 10ms ruby/yjit 3.4.4
ruby 1-m.rb 1250ms 4.8ms 410.5MB 1783ms 160ms truffleruby 24.2.1
ruby 1.rb 1469ms 7.6ms 12.8MB 1453ms 7ms ruby 3.4.4
typescript 1.ts 1682ms 7.0ms 69.5MB 1660ms 20ms deno 2.3.6

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 2.ts 142ms 2.0ms 59.3MB 130ms 10ms deno 2.3.6
typescript 1.ts 172ms 3.5ms 60.0MB 160ms 10ms deno 2.3.6
ruby 1.rb 202ms 6.0ms 13.5MB 183ms 7ms ruby/yjit 3.4.4
ruby 1.rb 289ms 3.4ms 12.8MB 273ms 3ms ruby 3.4.4
ruby 1-m.rb 537ms 6.4ms 359.2MB 1050ms 143ms truffleruby 24.2.1

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 576ms 2.4ms 228.4MB 583ms 113ms deno 2.3.6
ruby 1-m.rb 3904ms 35ms 557.5MB 9970ms 347ms truffleruby 24.2.1
ruby 1.rb timeout 0.0ms 93.5MB 4940ms 47ms ruby 3.4.4
ruby 1.rb timeout 0.0ms 97.2MB 4940ms 47ms ruby/yjit 3.4.4

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 169ms 16ms 99.0MB 160ms 40ms deno 2.3.6
ruby 1-m.rb 2022ms 35ms 597.2MB 5207ms 257ms truffleruby 24.2.1
ruby 1.rb 3278ms 18ms 38.4MB 3243ms 20ms ruby/yjit 3.4.4
ruby 1.rb 4357ms 20ms 37.6MB 4323ms 20ms ruby 3.4.4

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 6.ts 465ms 1.5ms 57.8MB 450ms 10ms deno 2.3.6
ruby 2.rb 831ms 18ms 310.8MB 1067ms 110ms truffleruby 24.2.1
ruby 2.rb timeout 0.0ms 12.8MB 4983ms 0ms ruby 3.4.4
ruby 2.rb timeout 0.0ms 13.5MB 4980ms 7ms ruby/yjit 3.4.4

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 6.ts 78ms 1.0ms 57.7MB 60ms 13ms deno 2.3.6
ruby 2-m.rb 310ms 3.7ms 323.2MB 563ms 110ms truffleruby 24.2.1
ruby 2.rb 1029ms 3.6ms 13.5MB 1017ms 0ms ruby/yjit 3.4.4
ruby 2.rb 2937ms 80ms 12.8MB 2920ms 3ms ruby 3.4.4

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 3.ts 4926ms 32ms 133.5MB 4810ms 147ms deno 2.3.6
ruby 1.rb timeout 0.0ms 130.2MB 4873ms 113ms ruby 3.4.4
ruby 1.rb timeout 0.0ms 131.1MB 4867ms 123ms ruby/yjit 3.4.4
ruby 1.rb timeout 0.0ms 456.7MB 13337ms 400ms truffleruby 24.2.1

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 3.ts 1140ms 8.4ms 77.9MB 1083ms 73ms deno 2.3.6
ruby 1-m.rb 1742ms 229ms 407.7MB 4603ms 207ms truffleruby 24.2.1
ruby 1.rb 1798ms 73ms 130.1MB 1690ms 93ms ruby 3.4.4
ruby 1.rb 1828ms 6.0ms 131.0MB 1690ms 123ms ruby/yjit 3.4.4

secp256k1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 1952ms 4.6ms 60.4MB 1960ms 10ms deno 2.3.6

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 531ms 5.2ms 59.1MB 547ms 10ms deno 2.3.6

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 7.ts 4080ms 33ms 57.2MB 4063ms 10ms deno 2.3.6
ruby 4.rb timeout 0.0ms 12.9MB 4983ms 3ms ruby 3.4.4
ruby 4.rb timeout 0.0ms 13.5MB 4983ms 3ms ruby/yjit 3.4.4
ruby 4.rb timeout 0.0ms 444.0MB 5170ms 240ms truffleruby 24.2.1

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 7.ts 1049ms 9.5ms 57.2MB 1037ms 3ms deno 2.3.6
ruby 4.rb 4929ms 35ms 450.6MB 5243ms 210ms truffleruby 24.2.1
ruby 4.rb timeout 0.0ms 12.9MB 4980ms 3ms ruby 3.4.4
ruby 4.rb timeout 0.0ms 13.5MB 4987ms 0ms ruby/yjit 3.4.4

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 7.ts 286ms 2.8ms 55.9MB 273ms 7ms deno 2.3.6
ruby 4.rb 1454ms 17ms 382.2MB 1783ms 143ms truffleruby 24.2.1
ruby 4.rb timeout 0.0ms 12.9MB 4980ms 3ms ruby 3.4.4
ruby 4.rb timeout 0.0ms 13.6MB 4980ms 0ms ruby/yjit 3.4.4