Programming Language and compiler
Benchmarks

Ruby VS Nim benchmarks

Current benchmark data was generated on Thu Feb 01 2024, 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
nim 2.nim 835ms 5.3ms 34.4MB 813ms 7ms nim 2.0.2
nim 2.nim 1170ms 1.0ms 34.7MB 1150ms 7ms nim/clang 2.0.2
ruby 1.rb 4037ms 417ms 123.9MB 3920ms 100ms ruby/yjit 3.3.0
ruby 1.rb timeout 0.0ms 85.3MB 4930ms 53ms ruby 3.3.0
ruby 1.rb timeout 0.0ms 679.9MB 9080ms 607ms truffleruby 23.1.2

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 80ms 2.9ms 5.5MB 70ms 0ms nim 2.0.2
nim 2.nim 113ms 2.9ms 5.8MB 100ms 0ms nim/clang 2.0.2
ruby 1.rb 408ms 6.3ms 36.4MB 367ms 27ms ruby/yjit 3.3.0
ruby 1.rb 856ms 5.9ms 36.4MB 813ms 20ms ruby 3.3.0
ruby 1-m.rb 910ms 25ms 437.3MB 2027ms 183ms truffleruby 23.1.2

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ruby 1.rb 1431ms 5.5ms 78.5MB 1337ms 77ms ruby/yjit 3.3.0
ruby 1.rb 1779ms 29ms 78.3MB 1693ms 70ms ruby 3.3.0
nim 1.nim timeout 0.0ms 549.4MB 2490ms 2053ms nim 2.0.2
nim 1.nim timeout 0.0ms 558.6MB 2537ms 1997ms nim/clang 2.0.2
ruby 1.rb timeout 0.0ms 717.5MB 4877ms 1427ms truffleruby 23.1.2

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ruby 1.rb 169ms 1.3ms 40.5MB 127ms 27ms ruby/yjit 3.3.0
ruby 1.rb 190ms 2.2ms 40.3MB 133ms 40ms ruby 3.3.0
nim 1.nim 4326ms 9.0ms 519.8MB 2247ms 1653ms nim/clang 2.0.2
nim 1.nim 4400ms 29ms 519.4MB 2180ms 1793ms nim 2.0.2
ruby 1.rb timeout 0.0ms 730.8MB 4667ms 1557ms truffleruby 23.1.2

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 188ms 3.5ms 1.5MB 177ms 0ms nim 2.0.2
nim 2.nim 239ms 3.2ms 1.8MB 227ms 0ms nim/clang 2.0.2
nim 1.nim 549ms 1.1ms 1.8MB 447ms 87ms nim/clang 2.0.2
nim 1.nim 573ms 0.7ms 1.5MB 463ms 90ms nim 2.0.2
ruby 6.rb 1457ms 11ms 39.1MB 1407ms 33ms ruby/yjit 3.3.0
ruby 6-m.rb 2178ms 87ms 420.2MB 5517ms 327ms truffleruby 23.1.2
ruby 6.rb 3794ms 10ms 37.6MB 3760ms 20ms ruby 3.3.0

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 20ms 0.4ms 1.5MB 10ms 0ms nim 2.0.2
nim 2.nim 26ms 0.6ms 1.6MB 20ms 0ms nim/clang 2.0.2
nim 1.nim 58ms 0.6ms 1.8MB 43ms 0ms nim/clang 2.0.2
nim 1.nim 61ms 1.0ms 1.5MB 43ms 7ms nim 2.0.2
ruby 6.rb 223ms 11ms 30.4MB 190ms 17ms ruby/yjit 3.3.0
ruby 6.rb 445ms 0.8ms 30.0MB 407ms 23ms ruby 3.3.0
ruby 6-m.rb 835ms 23ms 372.2MB 2033ms 187ms truffleruby 23.1.2

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 1.0ms 0.1ms 1.6MB 0ms 0ms nim 2.0.2
nim 1.nim 1.2ms 0.1ms 1.9MB 0ms 0ms nim/clang 2.0.2
ruby 1.rb 41ms 0.2ms 161.9MB 8ms 32ms truffleruby 23.1.2
ruby 1.rb 70ms 2.0ms 28.3MB 46ms 12ms ruby 3.3.0
ruby 1.rb 72ms 1.8ms 28.4MB 46ms 16ms ruby/yjit 3.3.0

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ruby 1.rb 295ms 2.6ms 49.8MB 250ms 30ms ruby 3.3.0
ruby 1.rb 305ms 2.8ms 49.0MB 257ms 33ms ruby/yjit 3.3.0
ruby 1-m.rb 4664ms 272ms 508.1MB 12213ms 377ms truffleruby 23.1.2

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ruby 1.rb 2261ms 6.5ms 170.4MB 2133ms 110ms ruby/yjit 3.3.0
ruby 1.rb 2266ms 17ms 168.1MB 2147ms 103ms ruby 3.3.0
ruby 1.rb timeout 0.0ms 566.0MB 13103ms 413ms truffleruby 23.1.2

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 108ms 1.5ms 1.6MB 100ms 0ms nim/clang 2.0.2
nim 2.nim 109ms 2.7ms 1.4MB 97ms 0ms nim 2.0.2
ruby 1.rb 335ms 1.4ms 28.6MB 307ms 13ms ruby/yjit 3.3.0
ruby 1.rb 536ms 12ms 28.4MB 503ms 20ms ruby 3.3.0
ruby 1-m.rb 658ms 38ms 365.9MB 1090ms 147ms truffleruby 23.1.2
nim 1.nim timeout 0.0ms 1.3MB 4990ms 0ms nim 2.0.2
nim 1.nim timeout 0.0ms 1.5MB 4990ms 0ms nim/clang 2.0.2

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 316ms 0.4ms 1.9MB 307ms 0ms nim/clang 2.0.2
nim 2.nim 323ms 4.4ms 1.4MB 313ms 0ms nim 2.0.2
ruby 1.rb 860ms 11ms 28.6MB 823ms 20ms ruby/yjit 3.3.0
ruby 1.rb 1229ms 22ms 408.0MB 1667ms 170ms truffleruby 23.1.2
ruby 1.rb 1440ms 9.3ms 28.3MB 1403ms 23ms ruby 3.3.0
nim 1.nim timeout 0.0ms 1.3MB 4990ms 0ms nim 2.0.2
nim 1.nim timeout 0.0ms 1.5MB 4990ms 0ms nim/clang 2.0.2

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 48ms 0.6ms 1.5MB 40ms 0ms nim/clang 2.0.2
nim 2.nim 49ms 0.7ms 1.3MB 40ms 0ms nim 2.0.2
ruby 1.rb 202ms 0.6ms 28.6MB 177ms 13ms ruby/yjit 3.3.0
ruby 1.rb 299ms 2.9ms 28.3MB 270ms 17ms ruby 3.3.0
ruby 1-m.rb 526ms 34ms 355.4MB 967ms 143ms truffleruby 23.1.2
nim 1.nim 536ms 10ms 1.5MB 523ms 0ms nim/clang 2.0.2
nim 1.nim 536ms 8.6ms 1.3MB 523ms 0ms nim 2.0.2

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 553ms 0.7ms 34.4MB 533ms 3ms nim 2.0.2
nim 1.nim 653ms 8.9ms 36.5MB 633ms 3ms nim/clang 2.0.2
ruby 1.rb timeout 0.0ms 87.8MB 4917ms 73ms ruby 3.3.0
ruby 1.rb timeout 0.0ms 88.2MB 4917ms 67ms ruby/yjit 3.3.0
ruby 1.rb timeout 0.0ms 575.9MB 12800ms 437ms truffleruby 23.1.2

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 122ms 0.7ms 9.8MB 110ms 0ms nim 2.0.2
nim 1.nim 143ms 2.1ms 10.0MB 130ms 0ms nim/clang 2.0.2
ruby 1-m.rb 2642ms 152ms 618.4MB 6900ms 303ms truffleruby 23.1.2
ruby 1.rb 3031ms 1.4ms 46.8MB 2987ms 30ms ruby/yjit 3.3.0
ruby 1.rb 4013ms 75ms 46.5MB 3970ms 23ms ruby 3.3.0

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 318ms 1.0ms 1.8MB 310ms 0ms nim 2.0.2
nim 2.nim 343ms 3.5ms 2.0MB 333ms 0ms nim/clang 2.0.2
ruby 2.rb 953ms 118ms 319.9MB 1190ms 110ms truffleruby 23.1.2
ruby 2.rb timeout 0.0ms 28.1MB 4967ms 17ms ruby 3.3.0
ruby 2.rb timeout 0.0ms 28.5MB 4963ms 20ms ruby/yjit 3.3.0

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 34ms 0.5ms 1.8MB 23ms 0ms nim 2.0.2
nim 2.nim 36ms 0.1ms 2.0MB 30ms 0ms nim/clang 2.0.2
ruby 2-m.rb 319ms 5.4ms 312.4MB 540ms 113ms truffleruby 23.1.2
ruby 2.rb 1455ms 8.4ms 28.4MB 1423ms 17ms ruby/yjit 3.3.0
ruby 2.rb 2876ms 37ms 28.1MB 2840ms 20ms ruby 3.3.0

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 282ms 2.6ms 41.5MB 270ms 0ms nim 2.0.2
nim 1.nim 351ms 9.9ms 41.8MB 337ms 0ms nim/clang 2.0.2
ruby 1.rb timeout 0.0ms 340.6MB 4840ms 150ms ruby 3.3.0
ruby 1.rb timeout 0.0ms 342.0MB 4843ms 140ms ruby/yjit 3.3.0
ruby 1.rb timeout 0.0ms 743.0MB 5043ms 167ms truffleruby 23.1.2

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 56ms 1.3ms 11.5MB 47ms 0ms nim 2.0.2
nim 1.nim 65ms 1.0ms 11.8MB 53ms 0ms nim/clang 2.0.2
ruby 1-m.rb 1665ms 20ms 472.9MB 2357ms 177ms truffleruby 23.1.2
ruby 1.rb 3530ms 47ms 146.6MB 3423ms 87ms ruby/yjit 3.3.0
ruby 1.rb 4855ms 12ms 146.4MB 4753ms 83ms ruby 3.3.0

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ruby 1.rb timeout 0.0ms 108.6MB 4923ms 63ms ruby 3.3.0
ruby 1.rb timeout 0.0ms 108.8MB 4913ms 70ms ruby/yjit 3.3.0
ruby 1.rb timeout 0.0ms 456.4MB 13293ms 427ms truffleruby 23.1.2

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ruby 1.rb 1680ms 2.7ms 109.0MB 1597ms 67ms ruby/yjit 3.3.0
ruby 1.rb 1696ms 16ms 108.5MB 1610ms 70ms ruby 3.3.0
ruby 1-m.rb 1925ms 70ms 409.5MB 5020ms 253ms truffleruby 23.1.2

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 3574ms 1.9ms 1.6MB 3567ms 0ms nim/clang 2.0.2
nim 1.nim 3591ms 12ms 1.4MB 3580ms 0ms nim 2.0.2
ruby 4.rb timeout 0.0ms 28.1MB 4973ms 10ms ruby 3.3.0
ruby 4.rb timeout 0.0ms 28.5MB 4963ms 17ms ruby/yjit 3.3.0
ruby 4.rb timeout 0.0ms 527.7MB 5150ms 253ms truffleruby 23.1.2

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 895ms 0.8ms 1.5MB 887ms 0ms nim/clang 2.0.2
nim 1.nim 899ms 2.9ms 1.8MB 890ms 0ms nim 2.0.2
ruby 4.rb 4605ms 65ms 509.3MB 4857ms 220ms truffleruby 23.1.2
ruby 4.rb timeout 0.0ms 28.1MB 4967ms 20ms ruby 3.3.0
ruby 4.rb timeout 0.0ms 28.5MB 4963ms 20ms ruby/yjit 3.3.0

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 226ms 0.0ms 1.5MB 217ms 0ms nim/clang 2.0.2
nim 1.nim 227ms 1.0ms 1.8MB 220ms 0ms nim 2.0.2
ruby 4.rb 1257ms 60ms 358.6MB 1563ms 133ms truffleruby 23.1.2
ruby 4.rb timeout 0.0ms 28.3MB 4973ms 10ms ruby 3.3.0
ruby 4.rb timeout 0.0ms 28.4MB 4970ms 13ms ruby/yjit 3.3.0