Programming Language and compiler
Benchmarks

Ruby VS Nim benchmarks

Current benchmark data was generated on Thu Sep 22 2022, full log can be found HERE

CONTRIBUTIONS are WELCOME!

[x86_64][2 cores] Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz (Model 106)

* -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 3403ms 74ms 34.2MB 3380ms 3ms nim/clang 1.6.6
nim 2.nim 3563ms 91ms 34.8MB 3533ms 10ms nim 1.6.6
ruby 1.rb timeout 0.0ms 0.0MB 0ms 0ms ruby 3.1.2
ruby 1.rb timeout 0.0ms 0.0MB 0ms 0ms ruby/yjit 3.1.2
ruby 1.rb timeout 0.0ms 0.0MB 0ms 0ms truffleruby 22.2.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 320ms 2.8ms 5.7MB 307ms 0ms nim/clang 1.6.6
nim 2.nim 331ms 1.2ms 5.4MB 320ms 0ms nim 1.6.6
ruby 1-m.rb 893ms 4.8ms 400.8MB 1437ms 140ms truffleruby 22.2.0
ruby 1.rb 909ms 3.9ms 292.0MB 757ms 133ms ruby/yjit 3.1.2
ruby 1.rb 973ms 6.2ms 35.5MB 940ms 17ms ruby 3.1.2

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ruby 1.rb 3096ms 14ms 336.6MB 2900ms 177ms ruby/yjit 3.1.2
ruby 1.rb 3554ms 6.1ms 80.2MB 3490ms 50ms ruby 3.1.2
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim 1.6.6
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim/clang 1.6.6
ruby 1.rb timeout 0.0ms 0.0MB 0ms 0ms truffleruby 22.2.0

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ruby 1.rb 240ms 4.4ms 42.2MB 200ms 20ms ruby 3.1.2
ruby 1.rb 382ms 1.7ms 298.8MB 227ms 143ms ruby/yjit 3.1.2
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim 1.6.6
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim/clang 1.6.6
ruby 1.rb timeout 0.0ms 0.0MB 0ms 0ms truffleruby 22.2.0

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 261ms 0.2ms 0.7MB 250ms 0ms nim 1.6.6
nim 2.nim 338ms 1.1ms 0.9MB 327ms 0ms nim/clang 1.6.6
nim 1.nim 789ms 1.3ms 0.7MB 683ms 93ms nim 1.6.6
nim 1.nim 808ms 1.1ms 0.9MB 697ms 93ms nim/clang 1.6.6
ruby 6.rb 2845ms 14ms 296.0MB 2673ms 153ms ruby/yjit 3.1.2
ruby 6.rb 4360ms 38ms 39.4MB 4327ms 20ms ruby 3.1.2
ruby 6.rb timeout 0.0ms 0.0MB 0ms 0ms truffleruby 22.2.0

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 31ms 2.5ms 0.7MB 20ms 0ms nim 1.6.6
nim 2.nim 37ms 0.2ms 1.0MB 30ms 0ms nim/clang 1.6.6
nim 1.nim 84ms 0.3ms 1.0MB 67ms 3ms nim/clang 1.6.6
nim 1.nim 84ms 3.1ms 0.7MB 60ms 7ms nim 1.6.6
ruby 6.rb 504ms 2.6ms 287.6MB 353ms 137ms ruby/yjit 3.1.2
ruby 6.rb 505ms 3.9ms 31.1MB 477ms 13ms ruby 3.1.2
ruby 6-m.rb 1331ms 21ms 387.2MB 2350ms 107ms truffleruby 22.2.0

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 1.3ms 0.1ms 0.9MB 0ms 0ms nim/clang 1.6.6
nim 1.nim 2.2ms 0.8ms 0.7MB 0ms 0ms nim 1.6.6
ruby 1.rb 41ms 1.1ms 145.7MB 22ms 16ms truffleruby 22.2.0
ruby 1.rb 70ms 0.9ms 29.9MB 48ms 10ms ruby 3.1.2
ruby 1.rb 240ms 1.6ms 286.6MB 100ms 124ms ruby/yjit 3.1.2

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ruby 1.rb 430ms 1.4ms 49.3MB 397ms 23ms ruby 3.1.2
ruby 1.rb 600ms 1.7ms 305.1MB 437ms 143ms ruby/yjit 3.1.2
ruby 1.rb timeout 0.0ms 0.0MB 0ms 0ms truffleruby 22.2.0

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ruby 1.rb 3872ms 2.8ms 160.1MB 3780ms 73ms ruby 3.1.2
ruby 1.rb 4140ms 173ms 418.9MB 3917ms 207ms ruby/yjit 3.1.2
ruby 1.rb timeout 0.0ms 0.0MB 0ms 0ms truffleruby 22.2.0

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 149ms 4.5ms 1.0MB 140ms 0ms nim/clang 1.6.6
nim 2.nim 154ms 0.7ms 0.7MB 140ms 0ms nim 1.6.6
ruby 1.rb 609ms 6.2ms 30.2MB 580ms 10ms ruby 3.1.2
ruby 1.rb 627ms 4.1ms 286.6MB 487ms 127ms ruby/yjit 3.1.2
ruby 1-m.rb 746ms 6.4ms 314.0MB 1080ms 93ms truffleruby 22.2.0
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim 1.6.6
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim/clang 1.6.6

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 436ms 5.6ms 0.9MB 423ms 0ms nim/clang 1.6.6
nim 2.nim 455ms 0.8ms 0.7MB 443ms 0ms nim 1.6.6
ruby 1.rb 1388ms 18ms 286.8MB 1247ms 127ms ruby/yjit 3.1.2
ruby 1.rb 1391ms 3.8ms 339.8MB 1920ms 120ms truffleruby 22.2.0
ruby 1.rb 1675ms 30ms 30.2MB 1650ms 13ms ruby 3.1.2
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim 1.6.6
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim/clang 1.6.6

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 64ms 1.4ms 1.0MB 50ms 0ms nim/clang 1.6.6
nim 2.nim 67ms 1.0ms 0.7MB 60ms 0ms nim 1.6.6
ruby 1.rb 347ms 5.8ms 29.9MB 327ms 7ms ruby 3.1.2
nim 1.nim 416ms 6.8ms 1.0MB 403ms 0ms nim/clang 1.6.6
ruby 1.rb 433ms 1.2ms 286.7MB 290ms 127ms ruby/yjit 3.1.2
nim 1.nim 465ms 5.6ms 0.7MB 453ms 0ms nim 1.6.6
ruby 1-m.rb 538ms 7.6ms 297.4MB 823ms 73ms truffleruby 22.2.0

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 1578ms 1.6ms 34.9MB 1560ms 3ms nim/clang 1.6.6
nim 1.nim 1661ms 1.3ms 34.8MB 1640ms 7ms nim 1.6.6
ruby 1.rb timeout 0.0ms 0.0MB 0ms 0ms ruby 3.1.2
ruby 1.rb timeout 0.0ms 0.0MB 0ms 0ms ruby/yjit 3.1.2
ruby 1.rb timeout 0.0ms 0.0MB 0ms 0ms truffleruby 22.2.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 340ms 1.4ms 10.0MB 327ms 0ms nim/clang 1.6.6
nim 1.nim 357ms 0.5ms 9.2MB 343ms 0ms nim 1.6.6
ruby 1-m.rb 3161ms 37ms 580.5MB 5767ms 237ms truffleruby 22.2.0
ruby 1.rb 3960ms 18ms 300.9MB 3797ms 143ms ruby/yjit 3.1.2
ruby 1.rb 4792ms 15ms 44.4MB 4750ms 30ms ruby 3.1.2

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 405ms 0.6ms 0.9MB 390ms 0ms nim/clang 1.6.6
nim 2.nim 428ms 0.4ms 1.0MB 420ms 0ms nim 1.6.6
ruby 2.rb 1108ms 5.4ms 317.8MB 1390ms 100ms truffleruby 22.2.0
ruby 2.rb timeout 0.0ms 0.0MB 0ms 0ms ruby 3.1.2
ruby 2.rb timeout 0.0ms 0.0MB 0ms 0ms ruby/yjit 3.1.2

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 44ms 0.7ms 1.0MB 30ms 0ms nim/clang 1.6.6
nim 2.nim 46ms 0.3ms 1.0MB 37ms 0ms nim 1.6.6
ruby 2-m.rb 421ms 1.4ms 300.5MB 650ms 100ms truffleruby 22.2.0
ruby 2.rb 2353ms 2.0ms 286.7MB 2207ms 123ms ruby/yjit 3.1.2
ruby 2.rb 3241ms 15ms 29.9MB 3217ms 10ms ruby 3.1.2

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 588ms 1.5ms 6.8MB 577ms 0ms nim/clang 1.6.6
nim 2.nim 671ms 3.4ms 6.1MB 663ms 0ms nim 1.6.6
nim 1.nim 744ms 0.6ms 40.2MB 727ms 0ms nim 1.6.6
nim 1.nim 824ms 35ms 41.0MB 803ms 3ms nim/clang 1.6.6
ruby 1.rb timeout 0.0ms 0.0MB 0ms 0ms ruby 3.1.2
ruby 1.rb timeout 0.0ms 0.0MB 0ms 0ms ruby/yjit 3.1.2
ruby 1.rb timeout 0.0ms 0.0MB 0ms 0ms truffleruby 22.2.0

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 122ms 2.1ms 11.1MB 110ms 0ms nim 1.6.6
nim 1.nim 129ms 0.4ms 11.4MB 120ms 0ms nim/clang 1.6.6
nim 2.nim 140ms 1.0ms 3.3MB 130ms 0ms nim/clang 1.6.6
nim 2.nim 159ms 1.2ms 2.9MB 150ms 0ms nim 1.6.6
ruby 1.rb 3198ms 35ms 463.2MB 3600ms 157ms truffleruby 22.2.0
ruby 1.rb timeout 0.0ms 0.0MB 0ms 0ms ruby 3.1.2
ruby 1.rb timeout 0.0ms 0.0MB 0ms 0ms ruby/yjit 3.1.2

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim 1.6.6
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim/clang 1.6.6
ruby 1.rb timeout 0.0ms 0.0MB 0ms 0ms ruby 3.1.2
ruby 1.rb timeout 0.0ms 0.0MB 0ms 0ms ruby/yjit 3.1.2
ruby 1.rb timeout 0.0ms 0.0MB 0ms 0ms truffleruby 22.2.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ruby 1-m.rb 1925ms 1.4ms 383.9MB 3523ms 147ms truffleruby 22.2.0
ruby 1.rb 2499ms 1.8ms 161.8MB 2413ms 67ms ruby 3.1.2
ruby 1.rb 2661ms 4.8ms 420.8MB 2450ms 193ms ruby/yjit 3.1.2
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim 1.6.6
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim/clang 1.6.6

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 4122ms 1.4ms 1.9MB 4110ms 0ms nim 1.6.6
nim 1.nim 4122ms 4.1ms 1.8MB 4110ms 0ms nim/clang 1.6.6
ruby 4.rb timeout 0.0ms 0.0MB 0ms 0ms ruby 3.1.2
ruby 4.rb timeout 0.0ms 0.0MB 0ms 0ms ruby/yjit 3.1.2
ruby 4.rb timeout 0.0ms 0.0MB 0ms 0ms truffleruby 22.2.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 1033ms 1.0ms 1.0MB 1020ms 0ms nim/clang 1.6.6
nim 1.nim 1033ms 0.4ms 1.0MB 1020ms 0ms nim 1.6.6
ruby 4.rb timeout 0.0ms 0.0MB 0ms 0ms ruby 3.1.2
ruby 4.rb timeout 0.0ms 0.0MB 0ms 0ms ruby/yjit 3.1.2
ruby 4.rb timeout 0.0ms 0.0MB 0ms 0ms truffleruby 22.2.0

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 260ms 0.2ms 1.0MB 250ms 0ms nim/clang 1.6.6
nim 1.nim 261ms 1.2ms 1.0MB 250ms 0ms nim 1.6.6
ruby 4.rb 2456ms 33ms 462.5MB 2987ms 150ms truffleruby 22.2.0
ruby 4.rb timeout 0.0ms 0.0MB 0ms 0ms ruby 3.1.2
ruby 4.rb timeout 0.0ms 0.0MB 0ms 0ms ruby/yjit 3.1.2