Current benchmark data was generated on Mon May 19 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 |
---|---|---|---|---|---|---|---|
nim | 2.nim | 836ms | 40ms | 34.9MB | 817ms | 7ms | nim 2.2.4 |
nim | 2.nim | 971ms | 5.9ms | 35.2MB | 953ms | 3ms | nim/clang 2.2.4 |
python | 1.py | 1208ms | 7.9ms | 96.1MB | 1143ms | 53ms | pypy 3.10.16 |
python | 1.py | timeout | 0.0ms | 40.9MB | 4963ms | 20ms | cpython 3.13.3 |
python | 1.py | timeout | 0.0ms | 40.5MB | 4757ms | 230ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 77ms | 1.2ms | 5.5MB | 70ms | 0ms | nim 2.2.4 |
nim | 2.nim | 93ms | 2.7ms | 5.8MB | 80ms | 0ms | nim/clang 2.2.4 |
python | 1.py | 97ms | 2.2ms | 68.8MB | 70ms | 13ms | pypy 3.10.16 |
python | 1.py | 476ms | 3.5ms | 11.9MB | 453ms | 10ms | pyston 3.8.12 |
python | 1.py | 736ms | 14ms | 12.8MB | 723ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 1227ms | 12ms | 104.8MB | 1183ms | 33ms | pypy 3.10.16 |
python | 1.py | 2739ms | 28ms | 25.2MB | 2720ms | 7ms | cpython 3.13.3 |
nim | 1.nim | timeout | 0.0ms | 575.4MB | 2623ms | 1900ms | nim 2.2.4 |
nim | 1.nim | timeout | 0.0ms | 575.7MB | 2560ms | 1967ms | nim/clang 2.2.4 |
python | 1.py | timeout | 0.0ms | 17.4MB | 4987ms | 0ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 230ms | 1.7ms | 84.9MB | 190ms | 27ms | pypy 3.10.16 |
python | 1.py | 234ms | 2.7ms | 20.5MB | 213ms | 10ms | cpython 3.13.3 |
python | 1.py | 662ms | 11ms | 16.8MB | 647ms | 0ms | pyston 3.8.12 |
nim | 1.nim | 4094ms | 5.6ms | 519.3MB | 2117ms | 1553ms | nim 2.2.4 |
nim | 1.nim | 4109ms | 27ms | 518.7MB | 2100ms | 1580ms | nim/clang 2.2.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 188ms | 2.8ms | 1.5MB | 180ms | 0ms | nim 2.2.4 |
nim | 2.nim | 243ms | 2.1ms | 1.8MB | 230ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 533ms | 0.9ms | 1.8MB | 453ms | 67ms | nim/clang 2.2.4 |
nim | 1.nim | 557ms | 2.9ms | 1.5MB | 470ms | 73ms | nim 2.2.4 |
python | 1.py | 1852ms | 2.6ms | 88.9MB | 1803ms | 30ms | pypy 3.10.16 |
python | 5-m.py | 2288ms | 4.5ms | 65.6MB | 3530ms | 820ms | pypy 3.10.16 |
python | 5-m.py | 2438ms | 9.1ms | 12.5MB | 3527ms | 990ms | pyston 3.8.12 |
python | 1.py | 3053ms | 14ms | 8.1MB | 3040ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 3439ms | 104ms | 13.9MB | 4590ms | 917ms | cpython 3.13.3 |
python | 1.py | 4786ms | 32ms | 8.8MB | 4770ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 22ms | 0.7ms | 1.5MB | 10ms | 0ms | nim 2.2.4 |
nim | 2.nim | 27ms | 1.0ms | 1.8MB | 20ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 56ms | 0.8ms | 1.8MB | 43ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 59ms | 1.8ms | 1.5MB | 40ms | 3ms | nim 2.2.4 |
python | 1.py | 249ms | 3.9ms | 63.3MB | 223ms | 13ms | pypy 3.10.16 |
python | 5-m.py | 311ms | 2.2ms | 12.5MB | 393ms | 150ms | pyston 3.8.12 |
python | 1.py | 314ms | 3.8ms | 8.1MB | 300ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 405ms | 4.1ms | 13.9MB | 497ms | 133ms | cpython 3.13.3 |
python | 5-m.py | 442ms | 3.9ms | 65.6MB | 733ms | 303ms | pypy 3.10.16 |
python | 1.py | 495ms | 2.8ms | 8.9MB | 483ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 1.0ms | 0.0ms | 1.6MB | 0ms | 0ms | nim 2.2.4 |
nim | 1.nim | 1.1ms | 0.0ms | 1.9MB | 0ms | 0ms | nim/clang 2.2.4 |
python | 1.py | 11ms | 0.3ms | 7.6MB | 0ms | 0ms | pyston 3.8.12 |
python | 1.py | 13ms | 0.5ms | 8.8MB | 10ms | 0ms | cpython 3.13.3 |
python | 1.py | 29ms | 1.2ms | 51.7MB | 10ms | 10ms | pypy 3.10.16 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 110ms | 1.5ms | 1.6MB | 100ms | 0ms | nim/clang 2.2.4 |
nim | 2.nim | 114ms | 1.4ms | 1.4MB | 107ms | 0ms | nim 2.2.4 |
python | 2.py | 147ms | 4.7ms | 58.4MB | 123ms | 10ms | pypy 3.10.16 |
python | 1.py | 178ms | 0.9ms | 59.5MB | 153ms | 10ms | pypy 3.10.16 |
python | 1.py | 729ms | 8.4ms | 8.9MB | 720ms | 0ms | pyston 3.8.12 |
python | 2.py | 843ms | 5.9ms | 8.5MB | 833ms | 0ms | pyston 3.8.12 |
python | 1.py | 1162ms | 0.5ms | 9.5MB | 1150ms | 0ms | cpython 3.13.3 |
python | 2.py | 1336ms | 11ms | 9.1MB | 1327ms | 0ms | cpython 3.13.3 |
nim | 1.nim | timeout | 0.0ms | 1.3MB | 4990ms | 0ms | nim 2.2.4 |
nim | 1.nim | timeout | 0.0ms | 1.5MB | 4990ms | 0ms | nim/clang 2.2.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 325ms | 2.6ms | 1.6MB | 317ms | 0ms | nim/clang 2.2.4 |
nim | 2.nim | 336ms | 4.1ms | 1.4MB | 327ms | 0ms | nim 2.2.4 |
python | 2.py | 340ms | 1.6ms | 59.2MB | 317ms | 10ms | pypy 3.10.16 |
python | 1.py | 379ms | 2.4ms | 60.4MB | 353ms | 13ms | pypy 3.10.16 |
python | 1.py | 2141ms | 9.4ms | 8.9MB | 2127ms | 0ms | pyston 3.8.12 |
python | 2.py | 2517ms | 56ms | 8.5MB | 2507ms | 0ms | pyston 3.8.12 |
python | 1.py | 3461ms | 59ms | 9.5MB | 3450ms | 0ms | cpython 3.13.3 |
python | 2.py | 3968ms | 103ms | 9.1MB | 3957ms | 0ms | cpython 3.13.3 |
nim | 1.nim | timeout | 0.0ms | 1.3MB | 4990ms | 0ms | nim 2.2.4 |
nim | 1.nim | timeout | 0.0ms | 1.5MB | 4990ms | 0ms | nim/clang 2.2.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 50ms | 1.8ms | 1.5MB | 40ms | 0ms | nim/clang 2.2.4 |
nim | 2.nim | 52ms | 1.0ms | 1.3MB | 43ms | 0ms | nim 2.2.4 |
python | 2.py | 105ms | 0.4ms | 58.2MB | 80ms | 10ms | pypy 3.10.16 |
python | 1.py | 122ms | 3.4ms | 58.8MB | 100ms | 10ms | pypy 3.10.16 |
python | 1.py | 349ms | 0.5ms | 8.5MB | 340ms | 0ms | pyston 3.8.12 |
python | 2.py | 388ms | 5.3ms | 8.1MB | 373ms | 0ms | pyston 3.8.12 |
nim | 1.nim | 482ms | 4.8ms | 1.3MB | 477ms | 0ms | nim 2.2.4 |
nim | 1.nim | 488ms | 14ms | 1.5MB | 477ms | 0ms | nim/clang 2.2.4 |
python | 1.py | 561ms | 4.3ms | 9.3MB | 547ms | 0ms | cpython 3.13.3 |
python | 2.py | 636ms | 2.8ms | 8.8MB | 627ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 552ms | 1.9ms | 34.9MB | 530ms | 7ms | nim 2.2.4 |
nim | 1.nim | 634ms | 34ms | 35.2MB | 613ms | 10ms | nim/clang 2.2.4 |
python | 1.py | 2218ms | 7.5ms | 202.7MB | 2107ms | 100ms | pypy 3.10.16 |
python | 1.py | timeout | 0.0ms | 94.0MB | 4950ms | 33ms | cpython 3.13.3 |
python | 1.py | timeout | 0.0ms | 130.3MB | 4933ms | 50ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 120ms | 2.4ms | 9.6MB | 110ms | 0ms | nim 2.2.4 |
nim | 1.nim | 135ms | 2.2ms | 9.9MB | 123ms | 0ms | nim/clang 2.2.4 |
python | 1.py | 379ms | 3.2ms | 104.7MB | 323ms | 47ms | pypy 3.10.16 |
python | 1.py | 3095ms | 22ms | 37.3MB | 3067ms | 10ms | cpython 3.13.3 |
python | 1.py | timeout | 0.0ms | 48.9MB | 4950ms | 33ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 319ms | 1.7ms | 1.8MB | 310ms | 0ms | nim 2.2.4 |
nim | 2.nim | 340ms | 0.5ms | 2.0MB | 330ms | 0ms | nim/clang 2.2.4 |
python | 2.py | 1353ms | 3.9ms | 58.1MB | 1330ms | 10ms | pypy 3.10.16 |
python | 1.py | 2669ms | 18ms | 57.1MB | 2643ms | 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 | 4987ms | 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 | 4983ms | 0ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 35ms | 1.0ms | 1.8MB | 30ms | 0ms | nim 2.2.4 |
nim | 2.nim | 40ms | 6.2ms | 2.0MB | 33ms | 0ms | nim/clang 2.2.4 |
python | 2.py | 177ms | 1.3ms | 58.1MB | 157ms | 10ms | pypy 3.10.16 |
python | 1.py | 305ms | 3.3ms | 57.0MB | 280ms | 10ms | pypy 3.10.16 |
python | 1.py | 928ms | 11ms | 8.3MB | 917ms | 0ms | pyston 3.8.12 |
python | 2.py | 1294ms | 2.1ms | 8.1MB | 1280ms | 0ms | pyston 3.8.12 |
python | 1.py | 2942ms | 8.2ms | 8.8MB | 2930ms | 0ms | cpython 3.13.3 |
python | 2.py | 3274ms | 97ms | 8.9MB | 3263ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 267ms | 0.8ms | 41.5MB | 253ms | 0ms | nim 2.2.4 |
nim | 1.nim | 314ms | 3.5ms | 41.8MB | 303ms | 0ms | nim/clang 2.2.4 |
python | 1.py | 2512ms | 35ms | 369.6MB | 2440ms | 57ms | pypy 3.10.16 |
python | 2.py | 2965ms | 38ms | 632.9MB | 2797ms | 153ms | pyston 3.8.12 |
python | 1.py | 4719ms | 55ms | 320.4MB | 4660ms | 47ms | pyston 3.8.12 |
python | 1.py | timeout | 0.0ms | 321.4MB | 4957ms | 30ms | cpython 3.13.3 |
python | 2.py | timeout | 0.0ms | 633.8MB | 4843ms | 143ms | cpython 3.13.3 |
python | 2.py | timeout | 0.0ms | 959.9MB | 4710ms | 280ms | pypy 3.10.16 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 51ms | 1.1ms | 11.6MB | 40ms | 0ms | nim 2.2.4 |
nim | 1.nim | 63ms | 1.6ms | 11.8MB | 53ms | 0ms | nim/clang 2.2.4 |
python | 1.py | 526ms | 2.9ms | 135.2MB | 490ms | 23ms | pypy 3.10.16 |
python | 2.py | 713ms | 3.4ms | 164.2MB | 670ms | 30ms | pyston 3.8.12 |
python | 1.py | 1069ms | 35ms | 86.0MB | 1047ms | 10ms | pyston 3.8.12 |
python | 2.py | 1424ms | 21ms | 165.0MB | 1380ms | 30ms | cpython 3.13.3 |
python | 2.py | 1518ms | 19ms | 290.3MB | 1427ms | 77ms | pypy 3.10.16 |
python | 1.py | 2702ms | 14ms | 86.9MB | 2680ms | 10ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 1651ms | 5.5ms | 151.9MB | 1620ms | 13ms | nim/clang 2.2.4 |
nim | 1.nim | 1683ms | 16ms | 152.1MB | 1650ms | 20ms | nim 2.2.4 |
python | 1.py | 2256ms | 13ms | 242.7MB | 2197ms | 47ms | pypy 3.10.16 |
python | 1.py | 4793ms | 54ms | 226.2MB | 4607ms | 173ms | pyston 3.8.12 |
python | 1.py | timeout | 0.0ms | 149.2MB | 4940ms | 50ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 174ms | 3.4ms | 17.6MB | 160ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 176ms | 3.6ms | 17.2MB | 163ms | 0ms | nim 2.2.4 |
python | 1.py | 339ms | 2.5ms | 86.1MB | 300ms | 30ms | pypy 3.10.16 |
python | 1.py | 497ms | 0.1ms | 30.5MB | 460ms | 20ms | pyston 3.8.12 |
python | 1.py | 610ms | 7.4ms | 29.9MB | 583ms | 13ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 3587ms | 2.7ms | 1.6MB | 3580ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 3610ms | 12ms | 1.4MB | 3597ms | 0ms | nim 2.2.4 |
python | 8.py | timeout | 0.0ms | 14.9MB | 37ms | 10ms | cpython 3.13.3 |
python | 8.py | timeout | 0.0ms | 95.9MB | 810ms | 90ms | pypy 3.10.16 |
python | 8.py | timeout | 0.0ms | 14.1MB | 30ms | 13ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 899ms | 0.8ms | 1.5MB | 890ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 902ms | 1.4ms | 1.3MB | 893ms | 0ms | nim 2.2.4 |
python | 8.py | timeout | 0.0ms | 14.6MB | 47ms | 10ms | cpython 3.13.3 |
python | 8.py | timeout | 0.0ms | 96.4MB | 1343ms | 187ms | pypy 3.10.16 |
python | 8.py | timeout | 0.0ms | 13.6MB | 57ms | 10ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 226ms | 0.1ms | 1.5MB | 220ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 229ms | 1.9ms | 1.3MB | 220ms | 0ms | nim 2.2.4 |
python | 8-m.py | 1983ms | 24ms | 93.1MB | 6417ms | 257ms | pypy 3.10.16 |
python | 8.py | timeout | 0.0ms | 14.3MB | 87ms | 23ms | cpython 3.13.3 |
python | 8.py | timeout | 0.0ms | 13.4MB | 140ms | 33ms | pyston 3.8.12 |