Current benchmark data was generated on Fri Aug 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 |
---|---|---|---|---|---|---|---|
nim | 2.nim | 685ms | 7.3ms | 36.3MB | 667ms | 7ms | nim 2.2.4 |
nim | 2.nim | 978ms | 54ms | 35.2MB | 957ms | 3ms | nim/clang 2.2.4 |
python | 1.py | 1165ms | 6.5ms | 96.8MB | 1107ms | 47ms | pypy 3.11.13 |
python | 1.py | timeout | 0.0ms | 41.0MB | 4967ms | 23ms | cpython 3.13.5 |
python | 1.py | timeout | 0.0ms | 40.5MB | 4733ms | 253ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 64ms | 2.2ms | 6.9MB | 53ms | 0ms | nim 2.2.4 |
nim | 2.nim | 93ms | 1.9ms | 5.8MB | 80ms | 0ms | nim/clang 2.2.4 |
python | 1.py | 95ms | 3.5ms | 68.3MB | 63ms | 17ms | pypy 3.11.13 |
python | 1.py | 492ms | 6.9ms | 11.9MB | 470ms | 10ms | pyston 3.8.12 |
python | 1.py | 734ms | 16ms | 12.9MB | 723ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 6.nim | 571ms | 7.7ms | 4.5MB | 557ms | 0ms | nim 2.2.4 |
nim | 6.nim | 649ms | 37ms | 3.3MB | 640ms | 0ms | nim/clang 2.2.4 |
python | 1.py | 1207ms | 3.1ms | 105.2MB | 1160ms | 37ms | pypy 3.11.13 |
python | 1.py | 2664ms | 14ms | 25.4MB | 2643ms | 10ms | cpython 3.13.5 |
nim | 5.nim | 4637ms | 30ms | 7.6MB | 4613ms | 10ms | nim 2.2.4 |
nim | 1.nim | timeout | 0.0ms | 575.6MB | 2617ms | 1907ms | nim 2.2.4 |
nim | 3.nim | timeout | 0.0ms | 8.8MB | 4987ms | 3ms | nim 2.2.4 |
nim | 1.nim | timeout | 0.0ms | 575.9MB | 2610ms | 1913ms | nim/clang 2.2.4 |
nim | 3.nim | timeout | 0.0ms | 7.0MB | 4983ms | 0ms | nim/clang 2.2.4 |
nim | 5.nim | timeout | 0.0ms | 5.9MB | 4970ms | 13ms | nim/clang 2.2.4 |
python | 1.py | timeout | 0.0ms | 17.3MB | 4980ms | 3ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 6.nim | 38ms | 0.7ms | 3.3MB | 30ms | 0ms | nim 2.2.4 |
nim | 6.nim | 43ms | 1.2ms | 2.1MB | 37ms | 0ms | nim/clang 2.2.4 |
python | 1.py | 223ms | 2.8ms | 85.4MB | 183ms | 23ms | pypy 3.11.13 |
python | 1.py | 230ms | 0.7ms | 20.6MB | 210ms | 3ms | cpython 3.13.5 |
nim | 5.nim | 273ms | 3.3ms | 4.0MB | 260ms | 0ms | nim 2.2.4 |
nim | 5.nim | 336ms | 0.7ms | 2.9MB | 320ms | 0ms | nim/clang 2.2.4 |
python | 1.py | 692ms | 7.5ms | 16.8MB | 673ms | 3ms | pyston 3.8.12 |
nim | 3.nim | 884ms | 14ms | 5.3MB | 873ms | 0ms | nim 2.2.4 |
nim | 3.nim | 899ms | 4.6ms | 4.0MB | 887ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 4094ms | 14ms | 519.8MB | 2130ms | 1533ms | nim/clang 2.2.4 |
nim | 1.nim | 4098ms | 7.4ms | 519.7MB | 2143ms | 1530ms | nim 2.2.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 209ms | 1.0ms | 2.6MB | 200ms | 0ms | nim 2.2.4 |
nim | 2.nim | 240ms | 0.0ms | 1.8MB | 230ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 535ms | 2.6ms | 1.8MB | 440ms | 80ms | nim/clang 2.2.4 |
nim | 1.nim | 566ms | 4.2ms | 2.8MB | 473ms | 80ms | nim 2.2.4 |
python | 1.py | 2215ms | 30ms | 89.2MB | 2163ms | 33ms | pypy 3.11.13 |
python | 5-m.py | 2319ms | 16ms | 66.2MB | 3547ms | 837ms | pypy 3.11.13 |
python | 5-m.py | 2445ms | 19ms | 12.5MB | 3547ms | 983ms | pyston 3.8.12 |
python | 1.py | 3020ms | 14ms | 8.1MB | 3007ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 3347ms | 16ms | 13.8MB | 4410ms | 927ms | cpython 3.13.5 |
python | 1.py | 4661ms | 7.5ms | 9.0MB | 4647ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 24ms | 1.0ms | 2.6MB | 13ms | 0ms | nim 2.2.4 |
nim | 2.nim | 26ms | 0.1ms | 1.8MB | 20ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 56ms | 1.1ms | 1.8MB | 40ms | 3ms | nim/clang 2.2.4 |
nim | 1.nim | 59ms | 0.1ms | 2.6MB | 43ms | 3ms | nim 2.2.4 |
python | 1.py | 279ms | 1.4ms | 63.5MB | 250ms | 10ms | pypy 3.11.13 |
python | 5-m.py | 310ms | 1.1ms | 12.5MB | 393ms | 143ms | pyston 3.8.12 |
python | 1.py | 313ms | 2.4ms | 8.1MB | 303ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 394ms | 3.6ms | 13.8MB | 473ms | 127ms | cpython 3.13.5 |
python | 5-m.py | 448ms | 1.8ms | 66.2MB | 763ms | 273ms | pypy 3.11.13 |
python | 1.py | 491ms | 9.3ms | 8.9MB | 480ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 1.1ms | 0.0ms | 1.9MB | 0ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 1.6ms | 0.2ms | 2.6MB | 0ms | 0ms | nim 2.2.4 |
python | 1.py | 11ms | 0.9ms | 7.8MB | 0ms | 0ms | pyston 3.8.12 |
python | 1.py | 13ms | 0.8ms | 8.8MB | 0ms | 0ms | cpython 3.13.5 |
python | 1.py | 29ms | 0.8ms | 52.2MB | 10ms | 10ms | pypy 3.11.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 104ms | 1.0ms | 2.6MB | 97ms | 0ms | nim 2.2.4 |
nim | 2.nim | 110ms | 2.5ms | 1.9MB | 103ms | 0ms | nim/clang 2.2.4 |
python | 2.py | 148ms | 2.3ms | 58.9MB | 123ms | 7ms | pypy 3.11.13 |
python | 1.py | 187ms | 5.0ms | 59.8MB | 163ms | 10ms | pypy 3.11.13 |
python | 1.py | 734ms | 3.0ms | 8.9MB | 717ms | 0ms | pyston 3.8.12 |
python | 2.py | 857ms | 2.7ms | 8.5MB | 847ms | 0ms | pyston 3.8.12 |
python | 1.py | 1149ms | 2.1ms | 9.5MB | 1140ms | 0ms | cpython 3.13.5 |
python | 2.py | 1312ms | 22ms | 9.3MB | 1300ms | 0ms | cpython 3.13.5 |
nim | 1.nim | timeout | 0.0ms | 2.6MB | 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 | 306ms | 2.9ms | 2.6MB | 300ms | 0ms | nim 2.2.4 |
nim | 2.nim | 324ms | 3.6ms | 1.6MB | 313ms | 0ms | nim/clang 2.2.4 |
python | 2.py | 349ms | 5.1ms | 59.7MB | 320ms | 13ms | pypy 3.11.13 |
python | 1.py | 399ms | 2.9ms | 60.7MB | 373ms | 10ms | pypy 3.11.13 |
python | 1.py | 2181ms | 1.1ms | 8.9MB | 2170ms | 0ms | pyston 3.8.12 |
python | 2.py | 2527ms | 6.0ms | 8.5MB | 2513ms | 0ms | pyston 3.8.12 |
python | 1.py | 3381ms | 12ms | 9.5MB | 3373ms | 0ms | cpython 3.13.5 |
python | 2.py | 3934ms | 57ms | 9.3MB | 3923ms | 0ms | cpython 3.13.5 |
nim | 1.nim | timeout | 0.0ms | 2.6MB | 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 | 45ms | 0.1ms | 2.6MB | 40ms | 0ms | nim 2.2.4 |
nim | 2.nim | 49ms | 1.5ms | 1.5MB | 40ms | 0ms | nim/clang 2.2.4 |
python | 2.py | 106ms | 3.8ms | 58.1MB | 83ms | 10ms | pypy 3.11.13 |
python | 1.py | 122ms | 3.9ms | 59.3MB | 103ms | 10ms | pypy 3.11.13 |
python | 1.py | 357ms | 3.8ms | 8.5MB | 347ms | 0ms | pyston 3.8.12 |
nim | 1.nim | 364ms | 4.5ms | 2.6MB | 353ms | 0ms | nim 2.2.4 |
python | 2.py | 391ms | 3.4ms | 8.1MB | 383ms | 0ms | pyston 3.8.12 |
nim | 1.nim | 495ms | 19ms | 1.5MB | 487ms | 0ms | nim/clang 2.2.4 |
python | 1.py | 540ms | 3.8ms | 9.3MB | 527ms | 0ms | cpython 3.13.5 |
python | 2.py | 631ms | 12ms | 8.9MB | 620ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 460ms | 6.9ms | 36.3MB | 443ms | 10ms | nim 2.2.4 |
nim | 1.nim | 629ms | 11ms | 35.2MB | 610ms | 3ms | nim/clang 2.2.4 |
python | 1.py | 2182ms | 14ms | 204.7MB | 2060ms | 107ms | pypy 3.11.13 |
python | 1.py | timeout | 0.0ms | 94.1MB | 4957ms | 33ms | cpython 3.13.5 |
python | 1.py | timeout | 0.0ms | 130.4MB | 4937ms | 53ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 95ms | 2.9ms | 11.0MB | 83ms | 0ms | nim 2.2.4 |
nim | 1.nim | 134ms | 0.8ms | 9.9MB | 123ms | 0ms | nim/clang 2.2.4 |
python | 1.py | 375ms | 1.4ms | 105.3MB | 317ms | 43ms | pypy 3.11.13 |
python | 1.py | 3001ms | 36ms | 37.4MB | 2973ms | 13ms | cpython 3.13.5 |
python | 1.py | timeout | 0.0ms | 48.9MB | 4940ms | 47ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 319ms | 1.0ms | 2.9MB | 310ms | 0ms | nim 2.2.4 |
nim | 2.nim | 343ms | 2.4ms | 2.0MB | 333ms | 0ms | nim/clang 2.2.4 |
python | 2.py | 1342ms | 2.7ms | 60.5MB | 1317ms | 13ms | pypy 3.11.13 |
python | 1.py | 2650ms | 17ms | 57.8MB | 2627ms | 10ms | pypy 3.11.13 |
python | 1.py | timeout | 0.0ms | 8.9MB | 4990ms | 0ms | cpython 3.13.5 |
python | 2.py | timeout | 0.0ms | 9.0MB | 4990ms | 0ms | cpython 3.13.5 |
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 |
---|---|---|---|---|---|---|---|
nim | 2.nim | 34ms | 0.2ms | 2.9MB | 30ms | 0ms | nim 2.2.4 |
nim | 2.nim | 38ms | 1.4ms | 2.0MB | 30ms | 0ms | nim/clang 2.2.4 |
python | 2.py | 176ms | 4.7ms | 58.5MB | 153ms | 10ms | pypy 3.11.13 |
python | 1.py | 305ms | 1.6ms | 57.8MB | 283ms | 7ms | pypy 3.11.13 |
python | 1.py | 940ms | 29ms | 8.3MB | 927ms | 0ms | pyston 3.8.12 |
python | 2.py | 1345ms | 52ms | 8.1MB | 1330ms | 0ms | pyston 3.8.12 |
python | 1.py | 2971ms | 99ms | 8.9MB | 2960ms | 0ms | cpython 3.13.5 |
python | 2.py | 2989ms | 51ms | 9.0MB | 2977ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 274ms | 4.6ms | 42.9MB | 260ms | 0ms | nim 2.2.4 |
nim | 1.nim | 316ms | 6.2ms | 41.8MB | 307ms | 0ms | nim/clang 2.2.4 |
python | 1.py | 2403ms | 56ms | 369.9MB | 2330ms | 57ms | pypy 3.11.13 |
python | 2.py | 2979ms | 17ms | 633.0MB | 2793ms | 170ms | pyston 3.8.12 |
python | 1.py | 4806ms | 156ms | 320.4MB | 4743ms | 47ms | pyston 3.8.12 |
python | 1.py | timeout | 0.0ms | 321.4MB | 4960ms | 20ms | cpython 3.13.5 |
python | 2.py | timeout | 0.0ms | 633.8MB | 4827ms | 160ms | cpython 3.13.5 |
python | 2.py | timeout | 0.0ms | 1017.7MB | 4707ms | 280ms | pypy 3.11.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 52ms | 3.2ms | 12.8MB | 43ms | 0ms | nim 2.2.4 |
nim | 1.nim | 66ms | 3.5ms | 11.8MB | 57ms | 0ms | nim/clang 2.2.4 |
python | 1.py | 503ms | 12ms | 135.7MB | 463ms | 23ms | pypy 3.11.13 |
python | 2.py | 726ms | 6.1ms | 164.2MB | 683ms | 30ms | pyston 3.8.12 |
python | 1.py | 1068ms | 11ms | 86.0MB | 1040ms | 10ms | pyston 3.8.12 |
python | 2.py | 1370ms | 7.2ms | 165.1MB | 1327ms | 30ms | cpython 3.13.5 |
python | 2.py | 1392ms | 15ms | 290.8MB | 1303ms | 73ms | pypy 3.11.13 |
python | 1.py | 2819ms | 6.7ms | 87.0MB | 2793ms | 10ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 1635ms | 1.6ms | 161.2MB | 1603ms | 17ms | nim 2.2.4 |
nim | 1.nim | 1643ms | 6.4ms | 152.4MB | 1610ms | 17ms | nim/clang 2.2.4 |
python | 1.py | 2244ms | 7.2ms | 245.8MB | 2183ms | 43ms | pypy 3.11.13 |
python | 1.py | 4754ms | 9.8ms | 226.2MB | 4570ms | 170ms | pyston 3.8.12 |
python | 1.py | timeout | 0.0ms | 137.9MB | 4930ms | 53ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 173ms | 1.2ms | 19.7MB | 160ms | 0ms | nim 2.2.4 |
nim | 1.nim | 173ms | 1.9ms | 17.6MB | 160ms | 0ms | nim/clang 2.2.4 |
python | 1.py | 333ms | 7.5ms | 87.3MB | 290ms | 30ms | pypy 3.11.13 |
python | 1.py | 497ms | 1.8ms | 30.3MB | 463ms | 20ms | pyston 3.8.12 |
python | 1.py | 617ms | 0.3ms | 30.0MB | 587ms | 17ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 3589ms | 0.8ms | 1.6MB | 3580ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 3591ms | 1.0ms | 2.8MB | 3580ms | 0ms | nim 2.2.4 |
python | 8.py | timeout | 0.0ms | 14.8MB | 40ms | 10ms | cpython 3.13.5 |
python | 8.py | timeout | 0.0ms | 94.2MB | 653ms | 73ms | pypy 3.11.13 |
python | 8.py | timeout | 0.0ms | 14.3MB | 40ms | 10ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 899ms | 0.6ms | 1.5MB | 890ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 901ms | 1.3ms | 2.6MB | 890ms | 0ms | nim 2.2.4 |
python | 8.py | timeout | 0.0ms | 14.4MB | 50ms | 7ms | cpython 3.13.5 |
python | 8.py | timeout | 0.0ms | 96.2MB | 1180ms | 140ms | pypy 3.11.13 |
python | 8.py | timeout | 0.0ms | 13.6MB | 63ms | 13ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 227ms | 0.4ms | 1.5MB | 220ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 228ms | 1.2ms | 2.6MB | 220ms | 0ms | nim 2.2.4 |
python | 8-m.py | 2147ms | 28ms | 94.2MB | 7087ms | 240ms | pypy 3.11.13 |
python | 8.py | timeout | 0.0ms | 14.3MB | 90ms | 13ms | cpython 3.13.5 |
python | 8.py | timeout | 0.0ms | 13.1MB | 133ms | 37ms | pyston 3.8.12 |