Current benchmark data was generated on Sun Jun 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 | 1209ms | 11ms | 96.2MB | 1140ms | 50ms | pypy 3.10.16 |
acton | 1.act | timeout | 0.0ms | 67.0MB | 5877ms | 77ms | actonc 0.25.0 |
python | 1.py | timeout | 0.0ms | 40.9MB | 4973ms | 13ms | cpython 3.13.3 |
python | 1.py | timeout | 0.0ms | 40.7MB | 4747ms | 240ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 97ms | 3.0ms | 68.8MB | 70ms | 13ms | pypy 3.10.16 |
python | 1.py | 478ms | 6.6ms | 11.9MB | 453ms | 13ms | pyston 3.8.12 |
python | 1.py | 737ms | 8.4ms | 12.8MB | 723ms | 0ms | cpython 3.13.3 |
acton | 1.act | 814ms | 23ms | 12.0MB | 937ms | 67ms | actonc 0.25.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
acton | 1.act | 220ms | 2.2ms | 8.0MB | 197ms | 33ms | actonc 0.25.0 |
python | 1.py | 251ms | 2.2ms | 83.2MB | 213ms | 23ms | pypy 3.10.16 |
python | 1.py | 358ms | 2.4ms | 12.7MB | 347ms | 0ms | cpython 3.13.3 |
python | 1.py | 2006ms | 9.8ms | 9.6MB | 1993ms | 0ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
acton | 1.act | 77ms | 8.3ms | 6.0MB | 57ms | 20ms | actonc 0.25.0 |
python | 1.py | 100ms | 0.5ms | 63.4MB | 73ms | 13ms | pypy 3.10.16 |
python | 1.py | 139ms | 54ms | 12.4MB | 100ms | 0ms | cpython 3.13.3 |
python | 1.py | 349ms | 2.4ms | 8.8MB | 330ms | 0ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 1886ms | 8.1ms | 88.9MB | 1843ms | 30ms | pypy 3.10.16 |
python | 5-m.py | 2274ms | 5.2ms | 65.6MB | 3513ms | 847ms | pypy 3.10.16 |
python | 5-m.py | 2449ms | 16ms | 12.4MB | 3560ms | 1017ms | pyston 3.8.12 |
python | 1.py | 3024ms | 34ms | 8.1MB | 3010ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 3346ms | 15ms | 13.8MB | 4457ms | 907ms | cpython 3.13.3 |
python | 1.py | 4648ms | 12ms | 8.9MB | 4633ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 256ms | 4.3ms | 63.4MB | 230ms | 13ms | pypy 3.10.16 |
python | 1.py | 315ms | 2.3ms | 8.1MB | 300ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 319ms | 6.7ms | 12.5MB | 417ms | 150ms | pyston 3.8.12 |
python | 5-m.py | 398ms | 1.9ms | 13.9MB | 473ms | 137ms | cpython 3.13.3 |
python | 5-m.py | 445ms | 4.8ms | 65.6MB | 737ms | 310ms | pypy 3.10.16 |
python | 1.py | 494ms | 9.3ms | 8.9MB | 483ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
acton | 1.act | 3.4ms | 0.3ms | 3.9MB | 0ms | 0ms | actonc 0.25.0 |
python | 1.py | 12ms | 0.9ms | 7.6MB | 0ms | 0ms | pyston 3.8.12 |
python | 1.py | 14ms | 1.3ms | 8.6MB | 10ms | 0ms | cpython 3.13.3 |
python | 1.py | 29ms | 1.0ms | 51.7MB | 10ms | 8ms | pypy 3.10.16 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 149ms | 4.3ms | 58.4MB | 120ms | 13ms | pypy 3.10.16 |
python | 1.py | 181ms | 4.1ms | 59.4MB | 157ms | 10ms | pypy 3.10.16 |
python | 1.py | 720ms | 3.1ms | 8.9MB | 707ms | 0ms | pyston 3.8.12 |
python | 2.py | 844ms | 8.9ms | 8.5MB | 830ms | 0ms | pyston 3.8.12 |
python | 1.py | 1166ms | 4.3ms | 9.5MB | 1157ms | 0ms | cpython 3.13.3 |
python | 2.py | 1359ms | 24ms | 9.1MB | 1347ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 342ms | 3.7ms | 59.1MB | 320ms | 10ms | pypy 3.10.16 |
python | 1.py | 395ms | 7.5ms | 60.4MB | 367ms | 13ms | pypy 3.10.16 |
python | 1.py | 2150ms | 11ms | 8.9MB | 2140ms | 0ms | pyston 3.8.12 |
python | 2.py | 2522ms | 10ms | 8.5MB | 2513ms | 0ms | pyston 3.8.12 |
python | 1.py | 3503ms | 80ms | 9.5MB | 3490ms | 0ms | cpython 3.13.3 |
python | 2.py | 4083ms | 116ms | 9.1MB | 4070ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 107ms | 3.5ms | 58.2MB | 83ms | 10ms | pypy 3.10.16 |
python | 1.py | 123ms | 2.2ms | 58.8MB | 100ms | 10ms | pypy 3.10.16 |
python | 1.py | 352ms | 1.5ms | 8.5MB | 340ms | 0ms | pyston 3.8.12 |
python | 2.py | 384ms | 4.5ms | 8.1MB | 373ms | 0ms | pyston 3.8.12 |
python | 1.py | 548ms | 3.1ms | 9.3MB | 537ms | 0ms | cpython 3.13.3 |
python | 2.py | 667ms | 2.4ms | 8.8MB | 653ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 2223ms | 4.3ms | 202.6MB | 2110ms | 100ms | pypy 3.10.16 |
acton | 1.act | 3258ms | 55ms | 84.4MB | 3627ms | 60ms | actonc 0.25.0 |
python | 1.py | timeout | 0.0ms | 94.0MB | 4950ms | 37ms | cpython 3.13.3 |
python | 1.py | timeout | 0.0ms | 130.4MB | 4933ms | 53ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 380ms | 0.7ms | 104.8MB | 320ms | 43ms | pypy 3.10.16 |
acton | 1.act | 697ms | 11ms | 23.8MB | 757ms | 33ms | actonc 0.25.0 |
python | 1.py | 2901ms | 23ms | 37.3MB | 2873ms | 13ms | cpython 3.13.3 |
python | 1.py | timeout | 0.0ms | 48.9MB | 4943ms | 43ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 1361ms | 8.4ms | 60.3MB | 1333ms | 10ms | pypy 3.10.16 |
python | 1.py | 2648ms | 10ms | 57.1MB | 2623ms | 10ms | pypy 3.10.16 |
python | 1.py | timeout | 0.0ms | 8.9MB | 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 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 180ms | 3.2ms | 58.1MB | 153ms | 13ms | pypy 3.10.16 |
python | 1.py | 303ms | 4.6ms | 57.1MB | 280ms | 10ms | pypy 3.10.16 |
python | 1.py | 943ms | 20ms | 8.3MB | 933ms | 0ms | pyston 3.8.12 |
python | 2.py | 1311ms | 6.8ms | 8.3MB | 1300ms | 0ms | pyston 3.8.12 |
python | 1.py | 3029ms | 49ms | 8.9MB | 3017ms | 0ms | cpython 3.13.3 |
python | 2.py | 3194ms | 81ms | 8.9MB | 3183ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 2510ms | 35ms | 369.7MB | 2443ms | 53ms | pypy 3.10.16 |
python | 2.py | 3001ms | 11ms | 632.9MB | 2817ms | 167ms | pyston 3.8.12 |
python | 1.py | 4815ms | 106ms | 320.4MB | 4753ms | 47ms | pyston 3.8.12 |
acton | 1.act | timeout | 0.0ms | 560.9MB | 6633ms | 100ms | actonc 0.25.0 |
python | 1.py | timeout | 0.0ms | 321.4MB | 4960ms | 23ms | cpython 3.13.3 |
python | 2.py | timeout | 0.0ms | 633.8MB | 4820ms | 160ms | cpython 3.13.3 |
python | 2.py | timeout | 0.0ms | 959.9MB | 4717ms | 273ms | pypy 3.10.16 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 534ms | 6.8ms | 135.3MB | 497ms | 20ms | pypy 3.10.16 |
python | 2.py | 727ms | 14ms | 164.2MB | 683ms | 27ms | pyston 3.8.12 |
python | 1.py | 1059ms | 9.9ms | 86.0MB | 1033ms | 10ms | pyston 3.8.12 |
python | 2.py | 1436ms | 9.3ms | 165.0MB | 1393ms | 27ms | cpython 3.13.3 |
python | 2.py | 1518ms | 1.3ms | 290.1MB | 1430ms | 73ms | pypy 3.10.16 |
acton | 1.act | 2432ms | 41ms | 229.8MB | 2987ms | 43ms | actonc 0.25.0 |
python | 1.py | 2777ms | 67ms | 87.0MB | 2753ms | 10ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 4.py | 1909ms | 6.7ms | 9.0MB | 1870ms | 27ms | pyston 3.8.12 |
python | 4.py | 1984ms | 4.8ms | 9.4MB | 1933ms | 37ms | cpython 3.13.3 |
python | 4.py | 2200ms | 2.7ms | 89.4MB | 2163ms | 20ms | pypy 3.10.16 |
acton | 1-m.act | 3374ms | 156ms | 6.8MB | 3427ms | 2370ms | actonc 0.25.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 4.py | 452ms | 2.1ms | 8.6MB | 440ms | 0ms | pyston 3.8.12 |
python | 4.py | 475ms | 3.4ms | 9.1MB | 463ms | 0ms | cpython 3.13.3 |
python | 4.py | 549ms | 4.9ms | 83.9MB | 513ms | 20ms | pypy 3.10.16 |
acton | 1-m.act | 965ms | 82ms | 6.1MB | 883ms | 747ms | actonc 0.25.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 8.py | timeout | 0.0ms | 14.8MB | 40ms | 10ms | cpython 3.13.3 |
python | 8.py | timeout | 0.0ms | 95.2MB | 787ms | 80ms | pypy 3.10.16 |
python | 8.py | timeout | 0.0ms | 14.2MB | 37ms | 10ms | pyston 3.8.12 |