Current benchmark data was generated on Thu May 01 2025, 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 | 1163ms | 3.7ms | 96.4MB | 1093ms | 57ms | pypy 3.10.16 |
ruby | 1.rb | 4679ms | 84ms | 150.6MB | 4570ms | 97ms | ruby/yjit 3.4.3 |
python | 1.py | timeout | 0.0ms | 41.0MB | 4967ms | 20ms | cpython 3.13.3 |
python | 1.py | timeout | 0.0ms | 40.6MB | 4747ms | 240ms | pyston 3.8.12 |
ruby | 1.rb | timeout | 0.0ms | 70.0MB | 4950ms | 40ms | ruby 3.4.3 |
ruby | 1.rb | timeout | 0.0ms | 780.8MB | 6557ms | 723ms | truffleruby 24.2.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 94ms | 1.4ms | 68.9MB | 67ms | 20ms | pypy 3.10.16 |
python | 1.py | 477ms | 5.2ms | 11.9MB | 453ms | 10ms | pyston 3.8.12 |
ruby | 1.rb | 481ms | 3.0ms | 20.3MB | 460ms | 10ms | ruby/yjit 3.4.3 |
ruby | 1-m.rb | 537ms | 62ms | 414.1MB | 1070ms | 150ms | truffleruby 24.2.1 |
python | 1.py | 735ms | 1.9ms | 12.9MB | 720ms | 0ms | cpython 3.13.3 |
ruby | 1.rb | 931ms | 3.2ms | 19.5MB | 910ms | 7ms | ruby 3.4.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 1189ms | 5.0ms | 104.1MB | 1140ms | 33ms | pypy 3.10.16 |
ruby | 1.rb | 1461ms | 14ms | 63.8MB | 1383ms | 63ms | ruby/yjit 3.4.3 |
ruby | 1.rb | 1891ms | 53ms | 63.0MB | 1813ms | 63ms | ruby 3.4.3 |
python | 1.py | 2813ms | 42ms | 25.2MB | 2797ms | 7ms | cpython 3.13.3 |
python | 1.py | timeout | 0.0ms | 17.3MB | 4980ms | 7ms | pyston 3.8.12 |
ruby | 1.rb | timeout | 0.0ms | 342.0MB | 4683ms | 1473ms | truffleruby 24.2.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ruby | 1.rb | 156ms | 2.7ms | 25.8MB | 127ms | 13ms | ruby/yjit 3.4.3 |
ruby | 1.rb | 181ms | 2.9ms | 25.0MB | 153ms | 13ms | ruby 3.4.3 |
python | 1.py | 219ms | 1.1ms | 84.8MB | 180ms | 20ms | pypy 3.10.16 |
python | 1.py | 232ms | 1.3ms | 20.5MB | 210ms | 0ms | cpython 3.13.3 |
python | 1.py | 689ms | 14ms | 16.8MB | 670ms | 3ms | pyston 3.8.12 |
ruby | 1.rb | timeout | 0.0ms | 351.9MB | 4730ms | 1453ms | truffleruby 24.2.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 1844ms | 2.1ms | 88.9MB | 1803ms | 27ms | pypy 3.10.16 |
ruby | 6.rb | 2030ms | 11ms | 23.0MB | 2007ms | 10ms | ruby/yjit 3.4.3 |
ruby | 6-m.rb | 2048ms | 68ms | 387.2MB | 5343ms | 347ms | truffleruby 24.2.1 |
python | 5-m.py | 2282ms | 26ms | 65.6MB | 3447ms | 880ms | pypy 3.10.16 |
python | 5-m.py | 2440ms | 42ms | 12.5MB | 3553ms | 983ms | pyston 3.8.12 |
python | 1.py | 3029ms | 17ms | 8.1MB | 3013ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 3360ms | 25ms | 13.8MB | 4480ms | 893ms | cpython 3.13.3 |
ruby | 6.rb | 3729ms | 21ms | 22.4MB | 3707ms | 10ms | ruby 3.4.3 |
python | 1.py | 4658ms | 29ms | 8.9MB | 4647ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 248ms | 3.6ms | 63.3MB | 217ms | 13ms | pypy 3.10.16 |
ruby | 6.rb | 257ms | 3.2ms | 15.0MB | 240ms | 7ms | ruby/yjit 3.4.3 |
python | 5-m.py | 310ms | 2.9ms | 12.5MB | 413ms | 133ms | pyston 3.8.12 |
python | 1.py | 316ms | 5.2ms | 8.1MB | 303ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 405ms | 7.8ms | 13.9MB | 507ms | 127ms | cpython 3.13.3 |
ruby | 6.rb | 431ms | 3.1ms | 14.4MB | 410ms | 7ms | ruby 3.4.3 |
python | 5-m.py | 437ms | 3.3ms | 65.4MB | 743ms | 283ms | pypy 3.10.16 |
python | 1.py | 475ms | 3.8ms | 8.8MB | 463ms | 0ms | cpython 3.13.3 |
ruby | 6-m.rb | 771ms | 87ms | 365.8MB | 1910ms | 180ms | truffleruby 24.2.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 12ms | 0.6ms | 7.6MB | 0ms | 0ms | pyston 3.8.12 |
python | 1.py | 14ms | 1.0ms | 8.6MB | 10ms | 0ms | cpython 3.13.3 |
python | 1.py | 29ms | 1.3ms | 51.6MB | 10ms | 10ms | pypy 3.10.16 |
ruby | 1.rb | 34ms | 0.6ms | 140.7MB | 12ms | 24ms | truffleruby 24.2.1 |
ruby | 1.rb | 50ms | 0.5ms | 13.0MB | 36ms | 4ms | ruby/yjit 3.4.3 |
ruby | 1.rb | 52ms | 1.7ms | 12.8MB | 38ms | 0ms | ruby 3.4.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 196ms | 2.9ms | 38.7MB | 163ms | 20ms | pyston 3.8.12 |
python | 1.py | 216ms | 6.3ms | 38.7MB | 193ms | 10ms | cpython 3.13.3 |
ruby | 1.rb | 247ms | 2.4ms | 29.9MB | 220ms | 10ms | ruby/yjit 3.4.3 |
ruby | 1.rb | 249ms | 4.9ms | 28.5MB | 217ms | 17ms | ruby 3.4.3 |
python | 1.py | 298ms | 2.7ms | 88.8MB | 257ms | 23ms | pypy 3.10.16 |
ruby | 1-m.rb | 4260ms | 110ms | 489.7MB | 11213ms | 330ms | truffleruby 24.2.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 1820ms | 7.0ms | 250.6MB | 1650ms | 157ms | pyston 3.8.12 |
python | 1.py | 1922ms | 24ms | 223.6MB | 1833ms | 73ms | pypy 3.10.16 |
python | 1.py | 1936ms | 7.3ms | 221.5MB | 1827ms | 97ms | cpython 3.13.3 |
ruby | 1.rb | 2070ms | 4.8ms | 135.1MB | 1983ms | 73ms | ruby/yjit 3.4.3 |
ruby | 1.rb | 2088ms | 5.1ms | 134.1MB | 2000ms | 77ms | ruby 3.4.3 |
ruby | 1.rb | timeout | 0.0ms | 649.0MB | 13303ms | 360ms | truffleruby 24.2.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 146ms | 2.0ms | 58.3MB | 120ms | 10ms | pypy 3.10.16 |
python | 1.py | 182ms | 1.5ms | 59.4MB | 157ms | 13ms | pypy 3.10.16 |
ruby | 1.rb | 336ms | 3.0ms | 13.5MB | 320ms | 7ms | ruby/yjit 3.4.3 |
ruby | 1.rb | 528ms | 0.6ms | 12.9MB | 510ms | 0ms | ruby 3.4.3 |
ruby | 1-m.rb | 649ms | 12ms | 361.2MB | 1150ms | 143ms | truffleruby 24.2.1 |
python | 1.py | 719ms | 4.1ms | 8.9MB | 707ms | 0ms | pyston 3.8.12 |
python | 2.py | 846ms | 13ms | 8.5MB | 833ms | 0ms | pyston 3.8.12 |
python | 1.py | 1151ms | 14ms | 9.5MB | 1137ms | 0ms | cpython 3.13.3 |
python | 2.py | 1319ms | 13ms | 9.1MB | 1307ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 338ms | 2.2ms | 59.3MB | 313ms | 10ms | pypy 3.10.16 |
python | 1.py | 385ms | 11ms | 60.3MB | 360ms | 13ms | pypy 3.10.16 |
ruby | 1.rb | 891ms | 5.7ms | 13.5MB | 873ms | 3ms | ruby/yjit 3.4.3 |
ruby | 1-m.rb | 1218ms | 28ms | 399.4MB | 1703ms | 157ms | truffleruby 24.2.1 |
ruby | 1.rb | 1472ms | 6.0ms | 12.9MB | 1453ms | 3ms | ruby 3.4.3 |
python | 1.py | 2132ms | 15ms | 8.9MB | 2120ms | 0ms | pyston 3.8.12 |
python | 2.py | 2534ms | 37ms | 8.5MB | 2523ms | 0ms | pyston 3.8.12 |
python | 1.py | 3411ms | 66ms | 9.5MB | 3397ms | 0ms | cpython 3.13.3 |
python | 2.py | 3945ms | 23ms | 9.1MB | 3933ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 105ms | 0.6ms | 58.1MB | 80ms | 10ms | pypy 3.10.16 |
python | 1.py | 121ms | 3.1ms | 58.8MB | 97ms | 10ms | pypy 3.10.16 |
ruby | 1.rb | 194ms | 4.2ms | 13.4MB | 177ms | 7ms | ruby/yjit 3.4.3 |
ruby | 1.rb | 288ms | 3.8ms | 12.8MB | 270ms | 3ms | ruby 3.4.3 |
python | 1.py | 345ms | 3.5ms | 8.5MB | 330ms | 0ms | pyston 3.8.12 |
python | 2.py | 387ms | 4.3ms | 8.1MB | 373ms | 0ms | pyston 3.8.12 |
ruby | 1-m.rb | 516ms | 39ms | 354.9MB | 993ms | 137ms | truffleruby 24.2.1 |
python | 1.py | 543ms | 3.8ms | 9.3MB | 533ms | 0ms | cpython 3.13.3 |
python | 2.py | 634ms | 7.0ms | 8.8MB | 620ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 2205ms | 15ms | 202.6MB | 2087ms | 107ms | pypy 3.10.16 |
ruby | 1-m.rb | 4011ms | 237ms | 549.1MB | 10167ms | 373ms | truffleruby 24.2.1 |
python | 1.py | timeout | 0.0ms | 93.9MB | 4953ms | 37ms | cpython 3.13.3 |
python | 1.py | timeout | 0.0ms | 130.3MB | 4937ms | 50ms | pyston 3.8.12 |
ruby | 1.rb | timeout | 0.0ms | 93.5MB | 4940ms | 50ms | ruby 3.4.3 |
ruby | 1.rb | timeout | 0.0ms | 97.2MB | 4940ms | 50ms | ruby/yjit 3.4.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 374ms | 1.8ms | 105.3MB | 317ms | 40ms | pypy 3.10.16 |
ruby | 1-m.rb | 2063ms | 65ms | 556.4MB | 5307ms | 257ms | truffleruby 24.2.1 |
python | 1.py | 2897ms | 36ms | 37.3MB | 2873ms | 10ms | cpython 3.13.3 |
ruby | 1.rb | 3317ms | 15ms | 38.3MB | 3287ms | 17ms | ruby/yjit 3.4.3 |
ruby | 1.rb | 4340ms | 9.9ms | 37.6MB | 4307ms | 20ms | ruby 3.4.3 |
python | 1.py | timeout | 0.0ms | 48.9MB | 4940ms | 50ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ruby | 2.rb | 820ms | 8.8ms | 310.7MB | 1043ms | 117ms | truffleruby 24.2.1 |
python | 2.py | 1359ms | 3.9ms | 58.1MB | 1333ms | 10ms | pypy 3.10.16 |
python | 1.py | 2652ms | 15ms | 57.1MB | 2627ms | 13ms | pypy 3.10.16 |
python | 1.py | timeout | 0.0ms | 8.8MB | 4990ms | 0ms | cpython 3.13.3 |
python | 2.py | timeout | 0.0ms | 8.9MB | 4990ms | 0ms | cpython 3.13.3 |
python | 1.py | timeout | 0.0ms | 8.3MB | 4990ms | 0ms | pyston 3.8.12 |
python | 2.py | timeout | 0.0ms | 8.1MB | 4990ms | 0ms | pyston 3.8.12 |
ruby | 2.rb | timeout | 0.0ms | 12.8MB | 4987ms | 3ms | ruby 3.4.3 |
ruby | 2.rb | timeout | 0.0ms | 13.5MB | 4983ms | 0ms | ruby/yjit 3.4.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 180ms | 3.6ms | 57.9MB | 153ms | 10ms | pypy 3.10.16 |
python | 1.py | 303ms | 3.1ms | 57.2MB | 280ms | 10ms | pypy 3.10.16 |
ruby | 2-m.rb | 312ms | 9.0ms | 309.6MB | 540ms | 117ms | truffleruby 24.2.1 |
python | 1.py | 926ms | 7.5ms | 8.3MB | 910ms | 0ms | pyston 3.8.12 |
ruby | 2.rb | 1025ms | 2.6ms | 13.5MB | 1010ms | 0ms | ruby/yjit 3.4.3 |
python | 2.py | 1300ms | 5.2ms | 8.3MB | 1293ms | 0ms | pyston 3.8.12 |
ruby | 2.rb | 2856ms | 28ms | 12.8MB | 2840ms | 0ms | ruby 3.4.3 |
python | 1.py | 2952ms | 2.0ms | 8.9MB | 2940ms | 0ms | cpython 3.13.3 |
python | 2.py | 3262ms | 188ms | 8.9MB | 3250ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 2568ms | 13ms | 369.6MB | 2497ms | 60ms | pypy 3.10.16 |
python | 2.py | 3071ms | 131ms | 633.0MB | 2887ms | 167ms | pyston 3.8.12 |
python | 1.py | 4763ms | 47ms | 320.4MB | 4703ms | 50ms | pyston 3.8.12 |
python | 1.py | timeout | 0.0ms | 321.3MB | 4960ms | 20ms | cpython 3.13.3 |
python | 2.py | timeout | 0.0ms | 633.7MB | 4823ms | 163ms | cpython 3.13.3 |
python | 2.py | timeout | 0.0ms | 959.9MB | 4720ms | 267ms | pypy 3.10.16 |
ruby | 1.rb | timeout | 0.0ms | 325.3MB | 4853ms | 133ms | ruby 3.4.3 |
ruby | 1.rb | timeout | 0.0ms | 327.0MB | 4860ms | 130ms | ruby/yjit 3.4.3 |
ruby | 1.rb | timeout | 0.0ms | 731.8MB | 5057ms | 157ms | truffleruby 24.2.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 533ms | 4.7ms | 135.3MB | 493ms | 23ms | pypy 3.10.16 |
python | 2.py | 719ms | 1.6ms | 164.2MB | 673ms | 30ms | pyston 3.8.12 |
python | 1.py | 1046ms | 3.4ms | 86.1MB | 1020ms | 10ms | pyston 3.8.12 |
python | 2.py | 1404ms | 6.2ms | 165.0MB | 1367ms | 27ms | cpython 3.13.3 |
python | 2.py | 1537ms | 17ms | 290.2MB | 1447ms | 77ms | pypy 3.10.16 |
ruby | 1-m.rb | 1692ms | 8.3ms | 475.4MB | 2483ms | 163ms | truffleruby 24.2.1 |
python | 1.py | 2673ms | 5.0ms | 86.9MB | 2650ms | 10ms | cpython 3.13.3 |
ruby | 1.rb | 3437ms | 77ms | 131.8MB | 3337ms | 83ms | ruby/yjit 3.4.3 |
ruby | 1.rb | 4403ms | 32ms | 131.0MB | 4307ms | 80ms | ruby 3.4.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 4.py | 1915ms | 12ms | 8.9MB | 1873ms | 27ms | pyston 3.8.12 |
python | 4.py | 1986ms | 7.7ms | 9.4MB | 1933ms | 40ms | cpython 3.13.3 |
python | 4.py | 2182ms | 4.7ms | 89.6MB | 2143ms | 27ms | pypy 3.10.16 |
ruby | 1.rb | timeout | 0.0ms | 130.2MB | 4847ms | 140ms | ruby 3.4.3 |
ruby | 1.rb | timeout | 0.0ms | 130.7MB | 4873ms | 113ms | ruby/yjit 3.4.3 |
ruby | 1.rb | timeout | 0.0ms | 461.2MB | 13320ms | 417ms | truffleruby 24.2.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 4.py | 451ms | 2.1ms | 8.6MB | 440ms | 0ms | pyston 3.8.12 |
python | 4.py | 470ms | 1.0ms | 9.1MB | 460ms | 0ms | cpython 3.13.3 |
python | 4.py | 550ms | 2.6ms | 83.9MB | 520ms | 20ms | pypy 3.10.16 |
ruby | 1-m.rb | 1612ms | 177ms | 390.8MB | 4260ms | 207ms | truffleruby 24.2.1 |
ruby | 1.rb | 1803ms | 20ms | 131.0MB | 1673ms | 117ms | ruby/yjit 3.4.3 |
ruby | 1.rb | 1805ms | 5.0ms | 130.1MB | 1683ms | 103ms | ruby 3.4.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 8.py | timeout | 0.0ms | 14.9MB | 40ms | 7ms | cpython 3.13.3 |
python | 8.py | timeout | 0.0ms | 95.8MB | 763ms | 77ms | pypy 3.10.16 |
python | 8.py | timeout | 0.0ms | 14.1MB | 30ms | 10ms | pyston 3.8.12 |
ruby | 4.rb | timeout | 0.0ms | 12.9MB | 4980ms | 3ms | ruby 3.4.3 |
ruby | 4.rb | timeout | 0.0ms | 13.5MB | 4983ms | 3ms | ruby/yjit 3.4.3 |
ruby | 4.rb | timeout | 0.0ms | 412.4MB | 5180ms | 223ms | truffleruby 24.2.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ruby | 4.rb | 4838ms | 9.1ms | 424.1MB | 5130ms | 203ms | truffleruby 24.2.1 |
python | 8.py | timeout | 0.0ms | 14.5MB | 43ms | 10ms | cpython 3.13.3 |
python | 8.py | timeout | 0.0ms | 96.4MB | 1267ms | 177ms | pypy 3.10.16 |
python | 8.py | timeout | 0.0ms | 13.7MB | 53ms | 17ms | pyston 3.8.12 |
ruby | 4.rb | timeout | 0.0ms | 12.9MB | 4980ms | 7ms | ruby 3.4.3 |
ruby | 4.rb | timeout | 0.0ms | 13.5MB | 4983ms | 3ms | ruby/yjit 3.4.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ruby | 4.rb | 1417ms | 19ms | 373.9MB | 1763ms | 130ms | truffleruby 24.2.1 |
python | 8-m.py | 1935ms | 16ms | 93.6MB | 6317ms | 250ms | pypy 3.10.16 |
python | 8.py | timeout | 0.0ms | 14.3MB | 83ms | 17ms | cpython 3.13.3 |
python | 8.py | timeout | 0.0ms | 13.1MB | 137ms | 30ms | pyston 3.8.12 |
ruby | 4.rb | timeout | 0.0ms | 12.9MB | 4980ms | 7ms | ruby 3.4.3 |
ruby | 4.rb | timeout | 0.0ms | 13.8MB | 4980ms | 3ms | ruby/yjit 3.4.3 |