Current benchmark data was generated on Sat Jan 28 2023, full log can be found HERE
CONTRIBUTIONS are WELCOME!
* -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.)
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 3016ms | 52ms | 271.6MB | 2870ms | 130ms | pypy 3.9.16 |
python | 1.py | timeout | 0.0ms | 40.9MB | 4977ms | 7ms | cpython 3.11.1 |
python | 1.py | timeout | 0.0ms | 40.2MB | 4900ms | 80ms | pyston 3.8.12 |
ruby | 1.rb | timeout | 0.0ms | 72.6MB | 4943ms | 40ms | ruby 3.2.0 |
ruby | 1.rb | timeout | 0.0ms | 115.6MB | 4917ms | 60ms | ruby/yjit 3.2.0 |
ruby | 1.rb | timeout | 0.0ms | 612.7MB | 8020ms | 290ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 113ms | 3.4ms | 80.6MB | 87ms | 10ms | pypy 3.9.16 |
ruby | 1.rb | 565ms | 6.7ms | 40.7MB | 530ms | 17ms | ruby/yjit 3.2.0 |
python | 1.py | 613ms | 1.2ms | 12.0MB | 583ms | 10ms | pyston 3.8.12 |
python | 1.py | 972ms | 3.3ms | 12.5MB | 957ms | 3ms | cpython 3.11.1 |
ruby | 1.rb | 1011ms | 5.8ms | 40.3MB | 973ms | 20ms | ruby 3.2.0 |
ruby | 1-m.rb | 1081ms | 25ms | 419.3MB | 1780ms | 140ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 1646ms | 35ms | 193.2MB | 1543ms | 87ms | pypy 3.9.16 |
ruby | 1.rb | 3205ms | 134ms | 82.8MB | 3133ms | 50ms | ruby/yjit 3.2.0 |
ruby | 1.rb | 3867ms | 456ms | 82.1MB | 3787ms | 60ms | ruby 3.2.0 |
python | 1.py | timeout | 0.0ms | 20.2MB | 4973ms | 7ms | cpython 3.11.1 |
python | 1.py | timeout | 0.0ms | 17.2MB | 4973ms | 3ms | pyston 3.8.12 |
ruby | 1.rb | timeout | 0.0ms | 942.2MB | 4210ms | 1413ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ruby | 1.rb | 231ms | 3.0ms | 44.9MB | 190ms | 27ms | ruby/yjit 3.2.0 |
ruby | 1.rb | 240ms | 0.5ms | 44.5MB | 203ms | 20ms | ruby 3.2.0 |
python | 1.py | 320ms | 4.8ms | 92.8MB | 280ms | 20ms | pypy 3.9.16 |
python | 1.py | 818ms | 1.1ms | 20.0MB | 797ms | 3ms | cpython 3.11.1 |
python | 1.py | 943ms | 6.4ms | 16.7MB | 923ms | 3ms | pyston 3.8.12 |
ruby | 1.rb | timeout | 0.0ms | 908.0MB | 4197ms | 1183ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ruby | 6.rb | 2359ms | 2.6ms | 43.6MB | 2327ms | 17ms | ruby/yjit 3.2.0 |
ruby | 6-m.rb | 2687ms | 54ms | 389.5MB | 4817ms | 267ms | truffleruby 22.3.1 |
python | 1.py | 3281ms | 110ms | 88.1MB | 3240ms | 23ms | pypy 3.9.16 |
python | 5-m.py | 4072ms | 15ms | 13.5MB | 5707ms | 977ms | cpython 3.11.1 |
python | 1.py | 4085ms | 11ms | 8.0MB | 4063ms | 7ms | pyston 3.8.12 |
python | 5-m.py | 4087ms | 56ms | 12.5MB | 6220ms | 1000ms | pyston 3.8.12 |
ruby | 6.rb | 4361ms | 91ms | 43.0MB | 4323ms | 20ms | ruby 3.2.0 |
python | 5-m.py | 4461ms | 125ms | 82.8MB | 5007ms | 1030ms | pypy 3.9.16 |
python | 1.py | timeout | 0.0ms | 8.5MB | 4990ms | 0ms | cpython 3.11.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ruby | 6.rb | 313ms | 1.0ms | 34.9MB | 287ms | 13ms | ruby/yjit 3.2.0 |
python | 1.py | 430ms | 8.6ms | 7.9MB | 413ms | 0ms | pyston 3.8.12 |
python | 1.py | 444ms | 84ms | 79.3MB | 410ms | 20ms | pypy 3.9.16 |
python | 5-m.py | 468ms | 23ms | 12.7MB | 667ms | 150ms | pyston 3.8.12 |
python | 5-m.py | 472ms | 3.0ms | 13.5MB | 617ms | 113ms | cpython 3.11.1 |
ruby | 6.rb | 502ms | 1.2ms | 34.4MB | 467ms | 20ms | ruby 3.2.0 |
python | 1.py | 603ms | 4.7ms | 8.6MB | 590ms | 0ms | cpython 3.11.1 |
python | 5-m.py | 838ms | 30ms | 82.5MB | 903ms | 487ms | pypy 3.9.16 |
ruby | 6-m.rb | 887ms | 40ms | 341.9MB | 1497ms | 120ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 13ms | 0.4ms | 7.3MB | 10ms | 0ms | pyston 3.8.12 |
python | 1.py | 14ms | 1.4ms | 8.4MB | 10ms | 0ms | cpython 3.11.1 |
python | 1.py | 38ms | 3.1ms | 51.6MB | 14ms | 10ms | pypy 3.9.16 |
ruby | 1.rb | 45ms | 2.4ms | 154.4MB | 18ms | 30ms | truffleruby 22.3.1 |
ruby | 1.rb | 72ms | 1.0ms | 32.2MB | 50ms | 10ms | ruby 3.2.0 |
ruby | 1.rb | 77ms | 0.9ms | 32.3MB | 50ms | 12ms | ruby/yjit 3.2.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 254ms | 1.2ms | 41.5MB | 230ms | 10ms | cpython 3.11.1 |
python | 1.py | 278ms | 19ms | 38.9MB | 243ms | 20ms | pyston 3.8.12 |
python | 1.py | 411ms | 17ms | 104.6MB | 367ms | 27ms | pypy 3.9.16 |
ruby | 1.rb | 440ms | 2.6ms | 52.9MB | 400ms | 23ms | ruby 3.2.0 |
ruby | 1.rb | 461ms | 9.3ms | 54.5MB | 410ms | 30ms | ruby/yjit 3.2.0 |
ruby | 1.rb | timeout | 0.0ms | 465.4MB | 9110ms | 200ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 2342ms | 8.5ms | 223.0MB | 2233ms | 97ms | cpython 3.11.1 |
python | 1.py | 2431ms | 35ms | 220.6MB | 2267ms | 150ms | pyston 3.8.12 |
python | 1.py | 2537ms | 19ms | 245.2MB | 2410ms | 110ms | pypy 3.9.16 |
ruby | 1.rb | 4007ms | 6.6ms | 174.0MB | 3903ms | 87ms | ruby/yjit 3.2.0 |
ruby | 1.rb | 4060ms | 98ms | 173.9MB | 3957ms | 90ms | ruby 3.2.0 |
ruby | 1.rb | timeout | 0.0ms | 432.6MB | 9203ms | 197ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 212ms | 19ms | 77.3MB | 177ms | 13ms | pypy 3.9.16 |
python | 1.py | 248ms | 4.0ms | 78.2MB | 207ms | 23ms | pypy 3.9.16 |
ruby | 1.rb | 448ms | 2.7ms | 33.0MB | 420ms | 13ms | ruby/yjit 3.2.0 |
ruby | 1.rb | 602ms | 5.0ms | 32.3MB | 580ms | 3ms | ruby 3.2.0 |
ruby | 1-m.rb | 832ms | 33ms | 335.1MB | 1183ms | 100ms | truffleruby 22.3.1 |
python | 1.py | 976ms | 2.0ms | 9.0MB | 960ms | 0ms | pyston 3.8.12 |
python | 2.py | 1156ms | 1.7ms | 8.7MB | 1140ms | 0ms | pyston 3.8.12 |
python | 1.py | 1300ms | 7.9ms | 9.3MB | 1287ms | 0ms | cpython 3.11.1 |
python | 2.py | 1494ms | 5.2ms | 9.1MB | 1477ms | 0ms | cpython 3.11.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 475ms | 2.8ms | 77.2MB | 443ms | 10ms | pypy 3.9.16 |
python | 1.py | 512ms | 11ms | 78.8MB | 480ms | 17ms | pypy 3.9.16 |
ruby | 1.rb | 1183ms | 7.0ms | 33.0MB | 1157ms | 10ms | ruby/yjit 3.2.0 |
ruby | 1.rb | 1478ms | 87ms | 370.8MB | 1977ms | 150ms | truffleruby 22.3.1 |
ruby | 1.rb | 1648ms | 12ms | 32.4MB | 1620ms | 10ms | ruby 3.2.0 |
python | 1.py | 2900ms | 12ms | 9.0MB | 2880ms | 3ms | pyston 3.8.12 |
python | 2.py | 3456ms | 28ms | 8.8MB | 3440ms | 0ms | pyston 3.8.12 |
python | 1.py | 3892ms | 45ms | 9.5MB | 3877ms | 0ms | cpython 3.11.1 |
python | 2.py | 4470ms | 72ms | 9.1MB | 4453ms | 0ms | cpython 3.11.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 141ms | 3.5ms | 77.2MB | 110ms | 17ms | pypy 3.9.16 |
python | 1.py | 171ms | 15ms | 78.2MB | 140ms | 13ms | pypy 3.9.16 |
ruby | 1.rb | 264ms | 2.9ms | 32.9MB | 233ms | 13ms | ruby/yjit 3.2.0 |
ruby | 1.rb | 334ms | 3.9ms | 32.3MB | 307ms | 17ms | ruby 3.2.0 |
python | 1.py | 476ms | 3.0ms | 8.7MB | 460ms | 0ms | pyston 3.8.12 |
python | 2.py | 539ms | 3.6ms | 8.2MB | 523ms | 0ms | pyston 3.8.12 |
python | 1.py | 619ms | 4.0ms | 8.9MB | 607ms | 0ms | cpython 3.11.1 |
ruby | 1-m.rb | 619ms | 11ms | 311.7MB | 913ms | 103ms | truffleruby 22.3.1 |
python | 2.py | 745ms | 5.0ms | 8.4MB | 733ms | 0ms | cpython 3.11.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 3586ms | 375ms | 292.5MB | 3383ms | 180ms | pypy 3.9.16 |
python | 1.py | timeout | 0.0ms | 93.0MB | 4947ms | 33ms | cpython 3.11.1 |
python | 1.py | timeout | 0.0ms | 130.3MB | 4947ms | 30ms | pyston 3.8.12 |
ruby | 1.rb | timeout | 0.0ms | 96.4MB | 4933ms | 47ms | ruby 3.2.0 |
ruby | 1.rb | timeout | 0.0ms | 97.0MB | 4927ms | 57ms | ruby/yjit 3.2.0 |
ruby | 1.rb | timeout | 0.0ms | 562.9MB | 9010ms | 220ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 543ms | 129ms | 138.5MB | 483ms | 47ms | pypy 3.9.16 |
ruby | 1-m.rb | 3464ms | 95ms | 580.1MB | 6290ms | 240ms | truffleruby 22.3.1 |
ruby | 1.rb | 4125ms | 19ms | 53.7MB | 4087ms | 23ms | ruby/yjit 3.2.0 |
ruby | 1.rb | 4936ms | 27ms | 52.7MB | 4890ms | 23ms | ruby 3.2.0 |
python | 1.py | timeout | 0.0ms | 37.3MB | 4967ms | 17ms | cpython 3.11.1 |
python | 1.py | timeout | 0.0ms | 41.4MB | 4963ms | 13ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ruby | 2.rb | 1036ms | 17ms | 305.8MB | 1233ms | 93ms | truffleruby 22.3.1 |
python | 2.py | 2692ms | 149ms | 77.4MB | 2660ms | 13ms | pypy 3.9.16 |
python | 1.py | 3533ms | 41ms | 76.5MB | 3500ms | 17ms | pypy 3.9.16 |
python | 1.py | timeout | 0.0ms | 8.4MB | 4983ms | 0ms | cpython 3.11.1 |
python | 2.py | timeout | 0.0ms | 8.6MB | 4990ms | 0ms | cpython 3.11.1 |
python | 1.py | timeout | 0.0ms | 8.4MB | 4977ms | 3ms | pyston 3.8.12 |
python | 2.py | timeout | 0.0ms | 8.0MB | 4990ms | 0ms | pyston 3.8.12 |
ruby | 2.rb | timeout | 0.0ms | 32.1MB | 4977ms | 7ms | ruby 3.2.0 |
ruby | 2.rb | timeout | 0.0ms | 33.0MB | 4973ms | 10ms | ruby/yjit 3.2.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 305ms | 26ms | 77.0MB | 277ms | 10ms | pypy 3.9.16 |
python | 1.py | 400ms | 3.4ms | 76.4MB | 373ms | 10ms | pypy 3.9.16 |
ruby | 2-m.rb | 471ms | 46ms | 316.8MB | 680ms | 137ms | truffleruby 22.3.1 |
python | 1.py | 1193ms | 1.0ms | 8.3MB | 1180ms | 0ms | pyston 3.8.12 |
python | 2.py | 1636ms | 28ms | 7.9MB | 1623ms | 0ms | pyston 3.8.12 |
ruby | 2.rb | 2176ms | 4.7ms | 33.0MB | 2153ms | 7ms | ruby/yjit 3.2.0 |
ruby | 2.rb | 3381ms | 35ms | 32.3MB | 3360ms | 3ms | ruby 3.2.0 |
python | 2.py | 3404ms | 24ms | 8.6MB | 3393ms | 0ms | cpython 3.11.1 |
python | 1.py | 3437ms | 149ms | 8.4MB | 3423ms | 0ms | cpython 3.11.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 4480ms | 211ms | 389.1MB | 4330ms | 133ms | pypy 3.9.16 |
python | 1.py | timeout | 0.0ms | 321.1MB | 4937ms | 50ms | cpython 3.11.1 |
python | 2.py | timeout | 0.0ms | 633.6MB | 4690ms | 293ms | cpython 3.11.1 |
python | 2.py | timeout | 0.0ms | 1013.7MB | 4620ms | 360ms | pypy 3.9.16 |
python | 1.py | timeout | 0.0ms | 320.5MB | 4897ms | 87ms | pyston 3.8.12 |
python | 2.py | timeout | 0.0ms | 633.2MB | 4577ms | 403ms | pyston 3.8.12 |
ruby | 1.rb | timeout | 0.0ms | 344.6MB | 4840ms | 133ms | ruby 3.2.0 |
ruby | 1.rb | timeout | 0.0ms | 345.0MB | 4827ms | 150ms | ruby/yjit 3.2.0 |
ruby | 1.rb | timeout | 0.0ms | 685.1MB | 5010ms | 183ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 1085ms | 58ms | 213.2MB | 1033ms | 37ms | pypy 3.9.16 |
python | 2.py | 1345ms | 7.3ms | 164.4MB | 1253ms | 70ms | pyston 3.8.12 |
python | 2.py | 1668ms | 7.8ms | 164.8MB | 1593ms | 60ms | cpython 3.11.1 |
python | 1.py | 1746ms | 35ms | 86.1MB | 1713ms | 20ms | pyston 3.8.12 |
python | 2.py | 1769ms | 128ms | 266.8MB | 1623ms | 123ms | pypy 3.9.16 |
python | 1.py | 2971ms | 17ms | 86.7MB | 2933ms | 20ms | cpython 3.11.1 |
ruby | 1.rb | 3156ms | 53ms | 419.9MB | 3677ms | 137ms | truffleruby 22.3.1 |
ruby | 1.rb | timeout | 0.0ms | 151.0MB | 4920ms | 53ms | ruby 3.2.0 |
ruby | 1.rb | timeout | 0.0ms | 151.5MB | 4923ms | 57ms | ruby/yjit 3.2.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 4.py | 2780ms | 3.4ms | 9.1MB | 2750ms | 10ms | pyston 3.8.12 |
python | 4.py | 2785ms | 5.2ms | 9.4MB | 2753ms | 20ms | cpython 3.11.1 |
python | 4.py | 3067ms | 120ms | 117.1MB | 3013ms | 37ms | pypy 3.9.16 |
ruby | 1.rb | timeout | 0.0ms | 157.9MB | 4937ms | 47ms | ruby 3.2.0 |
ruby | 1.rb | timeout | 0.0ms | 159.9MB | 4923ms | 53ms | ruby/yjit 3.2.0 |
ruby | 1.rb | timeout | 0.0ms | 461.5MB | 9333ms | 257ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 4.py | 658ms | 0.4ms | 8.8MB | 643ms | 0ms | pyston 3.8.12 |
python | 4.py | 660ms | 1.0ms | 9.1MB | 650ms | 0ms | cpython 3.11.1 |
python | 4.py | 776ms | 32ms | 81.6MB | 747ms | 13ms | pypy 3.9.16 |
ruby | 1-m.rb | 2020ms | 26ms | 435.4MB | 3657ms | 173ms | truffleruby 22.3.1 |
ruby | 1.rb | 2424ms | 8.0ms | 158.0MB | 2343ms | 63ms | ruby 3.2.0 |
ruby | 1.rb | 2426ms | 8.8ms | 159.8MB | 2343ms | 67ms | ruby/yjit 3.2.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 8.py | timeout | 0.0ms | 16.5MB | 57ms | 7ms | cpython 3.11.1 |
python | 8.py | timeout | 0.0ms | 105.2MB | 717ms | 120ms | pypy 3.9.16 |
python | 8.py | timeout | 0.0ms | 17.7MB | 57ms | 23ms | pyston 3.8.12 |
ruby | 4.rb | timeout | 0.0ms | 32.1MB | 4967ms | 13ms | ruby 3.2.0 |
ruby | 4.rb | timeout | 0.0ms | 32.8MB | 4970ms | 13ms | ruby/yjit 3.2.0 |
ruby | 4.rb | timeout | 0.0ms | 566.4MB | 5240ms | 247ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 8.py | timeout | 0.0ms | 18.2MB | 113ms | 10ms | cpython 3.11.1 |
python | 8.py | timeout | 0.0ms | 107.0MB | 1267ms | 210ms | pypy 3.9.16 |
python | 8.py | timeout | 0.0ms | 17.2MB | 160ms | 20ms | pyston 3.8.12 |
ruby | 4.rb | timeout | 0.0ms | 32.2MB | 4973ms | 10ms | ruby 3.2.0 |
ruby | 4.rb | timeout | 0.0ms | 32.8MB | 4973ms | 13ms | ruby/yjit 3.2.0 |
ruby | 4.rb | timeout | 0.0ms | 562.1MB | 5453ms | 223ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ruby | 4.rb | 2585ms | 15ms | 476.7MB | 3107ms | 167ms | truffleruby 22.3.1 |
python | 8-m.py | 3558ms | 133ms | 107.0MB | 6063ms | 373ms | pypy 3.9.16 |
python | 8.py | timeout | 0.0ms | 15.9MB | 243ms | 30ms | cpython 3.11.1 |
python | 8.py | timeout | 0.0ms | 17.1MB | 357ms | 73ms | pyston 3.8.12 |
ruby | 4.rb | timeout | 0.0ms | 32.4MB | 4967ms | 10ms | ruby 3.2.0 |
ruby | 4.rb | timeout | 0.0ms | 32.7MB | 4967ms | 13ms | ruby/yjit 3.2.0 |