Current benchmark data was generated on Thu Jul 13 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 | 1431ms | 7.2ms | 271.9MB | 1300ms | 110ms | pypy 3.10.12 |
python | 1.py | timeout | 0.0ms | 40.9MB | 4970ms | 10ms | cpython 3.11.4 |
python | 1.py | timeout | 0.0ms | 40.3MB | 4903ms | 80ms | pyston 3.8.12 |
ruby | 1.rb | timeout | 0.0ms | 72.7MB | 4953ms | 33ms | ruby 3.2.2 |
ruby | 1.rb | timeout | 0.0ms | 115.5MB | 4917ms | 63ms | ruby/yjit 3.2.2 |
ruby | 1.rb | timeout | 0.0ms | 769.5MB | 7713ms | 377ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 119ms | 16ms | 80.1MB | 83ms | 13ms | pypy 3.10.12 |
ruby | 1.rb | 533ms | 1.9ms | 40.7MB | 503ms | 13ms | ruby/yjit 3.2.2 |
python | 1.py | 610ms | 3.8ms | 12.0MB | 587ms | 7ms | pyston 3.8.12 |
ruby | 1.rb | 969ms | 5.3ms | 40.2MB | 943ms | 10ms | ruby 3.2.2 |
ruby | 1-m.rb | 984ms | 52ms | 414.6MB | 1597ms | 140ms | truffleruby 22.3.1 |
python | 1.py | 994ms | 18ms | 12.5MB | 973ms | 3ms | cpython 3.11.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 1011ms | 11ms | 189.0MB | 917ms | 77ms | pypy 3.10.12 |
ruby | 1.rb | 3206ms | 100ms | 82.7MB | 3143ms | 47ms | ruby/yjit 3.2.2 |
ruby | 1.rb | 3619ms | 125ms | 82.2MB | 3550ms | 53ms | ruby 3.2.2 |
python | 1.py | timeout | 0.0ms | 20.3MB | 4980ms | 3ms | cpython 3.11.4 |
python | 1.py | timeout | 0.0ms | 17.3MB | 4983ms | 0ms | pyston 3.8.12 |
ruby | 1.rb | timeout | 0.0ms | 1163.0MB | 4197ms | 1267ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ruby | 1.rb | 224ms | 4.0ms | 44.8MB | 180ms | 27ms | ruby/yjit 3.2.2 |
ruby | 1.rb | 233ms | 1.7ms | 44.4MB | 207ms | 10ms | ruby 3.2.2 |
python | 1.py | 265ms | 7.9ms | 94.6MB | 230ms | 17ms | pypy 3.10.12 |
python | 1.py | 811ms | 6.1ms | 20.0MB | 787ms | 3ms | cpython 3.11.4 |
python | 1.py | 930ms | 2.5ms | 16.8MB | 910ms | 3ms | pyston 3.8.12 |
ruby | 1.rb | timeout | 0.0ms | 1158.9MB | 4150ms | 1270ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ruby | 6.rb | 2359ms | 7.6ms | 43.6MB | 2317ms | 23ms | ruby/yjit 3.2.2 |
python | 1.py | 2471ms | 36ms | 87.9MB | 2433ms | 20ms | pypy 3.10.12 |
ruby | 6-m.rb | 2525ms | 40ms | 381.9MB | 4587ms | 233ms | truffleruby 22.3.1 |
python | 5-m.py | 3926ms | 65ms | 83.2MB | 4250ms | 843ms | pypy 3.10.12 |
python | 5-m.py | 3978ms | 31ms | 12.7MB | 6003ms | 1020ms | pyston 3.8.12 |
python | 5-m.py | 4105ms | 12ms | 13.6MB | 5733ms | 1033ms | cpython 3.11.4 |
python | 1.py | 4108ms | 2.7ms | 7.9MB | 4093ms | 0ms | pyston 3.8.12 |
ruby | 6.rb | 4204ms | 50ms | 43.0MB | 4180ms | 13ms | ruby 3.2.2 |
python | 1.py | timeout | 0.0ms | 8.6MB | 4980ms | 0ms | cpython 3.11.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ruby | 6.rb | 307ms | 0.5ms | 35.0MB | 280ms | 10ms | ruby/yjit 3.2.2 |
python | 1.py | 335ms | 15ms | 78.9MB | 307ms | 17ms | pypy 3.10.12 |
python | 1.py | 428ms | 4.2ms | 8.0MB | 407ms | 3ms | pyston 3.8.12 |
python | 5-m.py | 469ms | 12ms | 12.7MB | 693ms | 123ms | pyston 3.8.12 |
python | 5-m.py | 472ms | 1.7ms | 13.6MB | 607ms | 133ms | cpython 3.11.4 |
ruby | 6.rb | 494ms | 8.7ms | 34.5MB | 467ms | 13ms | ruby 3.2.2 |
python | 1.py | 617ms | 1.4ms | 8.6MB | 603ms | 0ms | cpython 3.11.4 |
python | 5-m.py | 769ms | 8.0ms | 82.7MB | 833ms | 440ms | pypy 3.10.12 |
ruby | 6-m.rb | 806ms | 12ms | 314.0MB | 1380ms | 100ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 13ms | 0.6ms | 7.3MB | 10ms | 0ms | pyston 3.8.12 |
python | 1.py | 14ms | 1.4ms | 8.5MB | 10ms | 0ms | cpython 3.11.4 |
python | 1.py | 30ms | 0.7ms | 52.1MB | 12ms | 2ms | pypy 3.10.12 |
ruby | 1.rb | 43ms | 2.1ms | 157.2MB | 16ms | 26ms | truffleruby 22.3.1 |
ruby | 1.rb | 71ms | 1.0ms | 32.2MB | 48ms | 10ms | ruby/yjit 3.2.2 |
ruby | 1.rb | 71ms | 0.6ms | 32.0MB | 50ms | 8ms | ruby 3.2.2 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 249ms | 0.4ms | 38.4MB | 213ms | 20ms | pyston 3.8.12 |
python | 1.py | 256ms | 1.4ms | 41.1MB | 233ms | 7ms | cpython 3.11.4 |
python | 1.py | 399ms | 1.9ms | 106.6MB | 367ms | 17ms | pypy 3.10.12 |
ruby | 1.rb | 433ms | 0.1ms | 51.6MB | 410ms | 7ms | ruby/yjit 3.2.2 |
ruby | 1.rb | 436ms | 1.6ms | 48.8MB | 397ms | 27ms | ruby 3.2.2 |
ruby | 1.rb | timeout | 0.0ms | 453.7MB | 9193ms | 197ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 2322ms | 2.4ms | 223.1MB | 2223ms | 80ms | cpython 3.11.4 |
python | 1.py | 2332ms | 3.8ms | 220.6MB | 2177ms | 137ms | pyston 3.8.12 |
python | 1.py | 2468ms | 3.1ms | 245.1MB | 2380ms | 70ms | pypy 3.10.12 |
ruby | 1.rb | 3991ms | 0.7ms | 175.2MB | 3900ms | 77ms | ruby 3.2.2 |
ruby | 1.rb | 4015ms | 44ms | 174.0MB | 3923ms | 73ms | ruby/yjit 3.2.2 |
ruby | 1.rb | timeout | 0.0ms | 426.7MB | 9293ms | 180ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 196ms | 0.4ms | 77.2MB | 170ms | 10ms | pypy 3.10.12 |
python | 1.py | 234ms | 0.3ms | 78.0MB | 217ms | 3ms | pypy 3.10.12 |
ruby | 1.rb | 442ms | 0.6ms | 32.9MB | 417ms | 10ms | ruby/yjit 3.2.2 |
ruby | 1.rb | 589ms | 3.1ms | 32.4MB | 563ms | 13ms | ruby 3.2.2 |
ruby | 1-m.rb | 771ms | 15ms | 330.4MB | 1130ms | 100ms | truffleruby 22.3.1 |
python | 1.py | 981ms | 0.5ms | 9.0MB | 967ms | 0ms | pyston 3.8.12 |
python | 2.py | 1165ms | 1.0ms | 8.7MB | 1147ms | 3ms | pyston 3.8.12 |
python | 1.py | 1337ms | 3.7ms | 9.3MB | 1323ms | 0ms | cpython 3.11.4 |
python | 2.py | 1548ms | 20ms | 9.1MB | 1533ms | 0ms | cpython 3.11.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 459ms | 4.4ms | 77.7MB | 433ms | 10ms | pypy 3.10.12 |
python | 1.py | 507ms | 11ms | 78.6MB | 477ms | 10ms | pypy 3.10.12 |
ruby | 1.rb | 1177ms | 4.0ms | 32.9MB | 1150ms | 13ms | ruby/yjit 3.2.2 |
ruby | 1.rb | 1410ms | 33ms | 359.6MB | 1697ms | 150ms | truffleruby 22.3.1 |
ruby | 1.rb | 1639ms | 13ms | 32.4MB | 1613ms | 10ms | ruby 3.2.2 |
python | 1.py | 2937ms | 37ms | 8.9MB | 2920ms | 0ms | pyston 3.8.12 |
python | 2.py | 3476ms | 17ms | 8.7MB | 3467ms | 0ms | pyston 3.8.12 |
python | 1.py | 3949ms | 14ms | 9.4MB | 3937ms | 0ms | cpython 3.11.4 |
python | 2.py | 4639ms | 19ms | 9.1MB | 4620ms | 3ms | cpython 3.11.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 138ms | 1.8ms | 77.3MB | 113ms | 10ms | pypy 3.10.12 |
python | 1.py | 156ms | 2.2ms | 78.1MB | 127ms | 13ms | pypy 3.10.12 |
ruby | 1.rb | 255ms | 0.9ms | 32.8MB | 227ms | 13ms | ruby/yjit 3.2.2 |
ruby | 1.rb | 329ms | 2.7ms | 32.3MB | 307ms | 10ms | ruby 3.2.2 |
python | 1.py | 475ms | 2.7ms | 8.8MB | 460ms | 0ms | pyston 3.8.12 |
python | 2.py | 542ms | 1.7ms | 8.2MB | 530ms | 0ms | pyston 3.8.12 |
ruby | 1-m.rb | 556ms | 34ms | 309.0MB | 833ms | 97ms | truffleruby 22.3.1 |
python | 1.py | 632ms | 4.6ms | 8.7MB | 613ms | 0ms | cpython 3.11.4 |
python | 2.py | 773ms | 8.4ms | 8.4MB | 757ms | 3ms | cpython 3.11.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 2210ms | 33ms | 292.6MB | 2010ms | 183ms | pypy 3.10.12 |
python | 1.py | timeout | 0.0ms | 93.2MB | 4963ms | 20ms | cpython 3.11.4 |
python | 1.py | timeout | 0.0ms | 130.2MB | 4930ms | 47ms | pyston 3.8.12 |
ruby | 1.rb | timeout | 0.0ms | 96.5MB | 4927ms | 60ms | ruby 3.2.2 |
ruby | 1.rb | timeout | 0.0ms | 97.0MB | 4930ms | 50ms | ruby/yjit 3.2.2 |
ruby | 1.rb | timeout | 0.0ms | 572.5MB | 9213ms | 233ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 310ms | 2.7ms | 137.0MB | 247ms | 53ms | pypy 3.10.12 |
ruby | 1-m.rb | 3266ms | 25ms | 595.8MB | 5983ms | 230ms | truffleruby 22.3.1 |
ruby | 1.rb | 4134ms | 16ms | 53.6MB | 4087ms | 30ms | ruby/yjit 3.2.2 |
python | 1.py | 4349ms | 24ms | 37.3MB | 4320ms | 10ms | cpython 3.11.4 |
ruby | 1.rb | 4915ms | 13ms | 52.8MB | 4870ms | 30ms | ruby 3.2.2 |
python | 1.py | timeout | 0.0ms | 48.8MB | 4947ms | 33ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ruby | 2.rb | 1022ms | 5.5ms | 306.4MB | 1213ms | 87ms | truffleruby 22.3.1 |
python | 2.py | 1880ms | 4.6ms | 77.3MB | 1853ms | 10ms | pypy 3.10.12 |
python | 1.py | 3370ms | 20ms | 76.1MB | 3337ms | 13ms | pypy 3.10.12 |
python | 1.py | timeout | 0.0ms | 8.4MB | 4983ms | 0ms | cpython 3.11.4 |
python | 2.py | timeout | 0.0ms | 8.6MB | 4983ms | 0ms | cpython 3.11.4 |
python | 1.py | timeout | 0.0ms | 8.3MB | 4980ms | 3ms | pyston 3.8.12 |
python | 2.py | timeout | 0.0ms | 7.9MB | 4980ms | 0ms | pyston 3.8.12 |
ruby | 2.rb | timeout | 0.0ms | 32.2MB | 4967ms | 17ms | ruby 3.2.2 |
ruby | 2.rb | timeout | 0.0ms | 32.9MB | 4977ms | 3ms | ruby/yjit 3.2.2 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 242ms | 1.9ms | 77.0MB | 217ms | 10ms | pypy 3.10.12 |
python | 1.py | 381ms | 1.2ms | 76.4MB | 360ms | 7ms | pypy 3.10.12 |
ruby | 2-m.rb | 387ms | 13ms | 323.0MB | 587ms | 87ms | truffleruby 22.3.1 |
python | 1.py | 1202ms | 7.3ms | 8.4MB | 1190ms | 0ms | pyston 3.8.12 |
python | 2.py | 1603ms | 2.5ms | 7.9MB | 1590ms | 0ms | pyston 3.8.12 |
ruby | 2.rb | 2106ms | 0.9ms | 32.9MB | 2080ms | 10ms | ruby/yjit 3.2.2 |
ruby | 2.rb | 3217ms | 21ms | 32.3MB | 3187ms | 10ms | ruby 3.2.2 |
python | 1.py | 3302ms | 19ms | 8.4MB | 3287ms | 0ms | cpython 3.11.4 |
python | 2.py | 3358ms | 33ms | 8.6MB | 3343ms | 0ms | cpython 3.11.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 3962ms | 23ms | 388.8MB | 3823ms | 117ms | pypy 3.10.12 |
python | 2.py | 4945ms | 31ms | 633.0MB | 4633ms | 293ms | pyston 3.8.12 |
python | 1.py | timeout | 0.0ms | 321.1MB | 4937ms | 50ms | cpython 3.11.4 |
python | 2.py | timeout | 0.0ms | 633.6MB | 4703ms | 277ms | cpython 3.11.4 |
python | 2.py | timeout | 0.0ms | 1013.9MB | 4687ms | 287ms | pypy 3.10.12 |
python | 1.py | timeout | 0.0ms | 320.5MB | 4910ms | 73ms | pyston 3.8.12 |
ruby | 1.rb | timeout | 0.0ms | 344.6MB | 4853ms | 123ms | ruby 3.2.2 |
ruby | 1.rb | timeout | 0.0ms | 345.2MB | 4850ms | 127ms | ruby/yjit 3.2.2 |
ruby | 1.rb | timeout | 0.0ms | 683.4MB | 5050ms | 130ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 883ms | 15ms | 213.0MB | 840ms | 30ms | pypy 3.10.12 |
python | 2.py | 1136ms | 6.5ms | 164.4MB | 1070ms | 50ms | pyston 3.8.12 |
python | 2.py | 1412ms | 11ms | 266.7MB | 1277ms | 117ms | pypy 3.10.12 |
python | 1.py | 1677ms | 20ms | 86.1MB | 1640ms | 23ms | pyston 3.8.12 |
python | 2.py | 1697ms | 29ms | 164.8MB | 1647ms | 37ms | cpython 3.11.4 |
python | 1.py | 2679ms | 11ms | 86.8MB | 2640ms | 20ms | cpython 3.11.4 |
ruby | 1.rb | 2793ms | 82ms | 427.2MB | 3267ms | 127ms | truffleruby 22.3.1 |
ruby | 1.rb | timeout | 0.0ms | 151.0MB | 4927ms | 50ms | ruby 3.2.2 |
ruby | 1.rb | timeout | 0.0ms | 151.4MB | 4923ms | 60ms | ruby/yjit 3.2.2 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 4.py | 2543ms | 2.7ms | 117.0MB | 2500ms | 27ms | pypy 3.10.12 |
python | 4.py | 2776ms | 0.4ms | 9.1MB | 2743ms | 17ms | pyston 3.8.12 |
python | 4.py | 2798ms | 0.7ms | 9.4MB | 2747ms | 33ms | cpython 3.11.4 |
ruby | 1.rb | timeout | 0.0ms | 159.2MB | 4917ms | 60ms | ruby 3.2.2 |
ruby | 1.rb | timeout | 0.0ms | 159.8MB | 4930ms | 57ms | ruby/yjit 3.2.2 |
ruby | 1.rb | timeout | 0.0ms | 416.1MB | 9323ms | 203ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 4.py | 631ms | 3.2ms | 81.5MB | 603ms | 13ms | pypy 3.10.12 |
python | 4.py | 657ms | 0.1ms | 8.9MB | 647ms | 0ms | pyston 3.8.12 |
python | 4.py | 666ms | 0.5ms | 9.1MB | 653ms | 0ms | cpython 3.11.4 |
ruby | 1-m.rb | 1948ms | 37ms | 408.1MB | 3603ms | 127ms | truffleruby 22.3.1 |
ruby | 1.rb | 2372ms | 5.3ms | 159.8MB | 2293ms | 67ms | ruby/yjit 3.2.2 |
ruby | 1.rb | 2392ms | 10.0ms | 159.3MB | 2323ms | 53ms | ruby 3.2.2 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 8.py | timeout | 0.0ms | 16.6MB | 53ms | 10ms | cpython 3.11.4 |
python | 8.py | timeout | 0.0ms | 106.2MB | 663ms | 87ms | pypy 3.10.12 |
python | 8.py | timeout | 0.0ms | 18.0MB | 80ms | 13ms | pyston 3.8.12 |
ruby | 4.rb | timeout | 0.0ms | 32.1MB | 4973ms | 7ms | ruby 3.2.2 |
ruby | 4.rb | timeout | 0.0ms | 32.7MB | 4973ms | 10ms | ruby/yjit 3.2.2 |
ruby | 4.rb | timeout | 0.0ms | 533.5MB | 5240ms | 213ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 8.py | timeout | 0.0ms | 14.4MB | 127ms | 13ms | cpython 3.11.4 |
python | 8.py | timeout | 0.0ms | 111.5MB | 1110ms | 217ms | pypy 3.10.12 |
python | 8.py | timeout | 0.0ms | 15.6MB | 140ms | 30ms | pyston 3.8.12 |
ruby | 4.rb | timeout | 0.0ms | 32.2MB | 4977ms | 3ms | ruby 3.2.2 |
ruby | 4.rb | timeout | 0.0ms | 32.7MB | 4973ms | 7ms | ruby/yjit 3.2.2 |
ruby | 4.rb | timeout | 0.0ms | 591.7MB | 5390ms | 237ms | truffleruby 22.3.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ruby | 4.rb | 2469ms | 3.3ms | 477.2MB | 2927ms | 177ms | truffleruby 22.3.1 |
python | 8-m.py | 3124ms | 25ms | 105.3MB | 5340ms | 337ms | pypy 3.10.12 |
python | 8.py | timeout | 0.0ms | 16.2MB | 263ms | 17ms | cpython 3.11.4 |
python | 8.py | timeout | 0.0ms | 16.7MB | 320ms | 57ms | pyston 3.8.12 |
ruby | 4.rb | timeout | 0.0ms | 32.4MB | 4973ms | 7ms | ruby 3.2.2 |
ruby | 4.rb | timeout | 0.0ms | 32.8MB | 4970ms | 13ms | ruby/yjit 3.2.2 |