Current benchmark data was generated on Tue Jul 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 | 819ms | 29ms | 34.4MB | 800ms | 0ms | nim 2.2.4 |
nim | 2.nim | 968ms | 6.2ms | 35.2MB | 950ms | 3ms | nim/clang 2.2.4 |
python | 1.py | 1158ms | 1.0ms | 96.1MB | 1093ms | 53ms | pypy 3.10.16 |
python | 1.py | timeout | 0.0ms | 41.0MB | 4963ms | 17ms | cpython 3.13.5 |
python | 1.py | timeout | 0.0ms | 40.5MB | 4753ms | 233ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 77ms | 2.5ms | 5.5MB | 70ms | 0ms | nim 2.2.4 |
nim | 2.nim | 93ms | 2.5ms | 5.8MB | 80ms | 0ms | nim/clang 2.2.4 |
python | 1.py | 93ms | 0.2ms | 68.8MB | 67ms | 17ms | pypy 3.10.16 |
python | 1.py | 477ms | 1.2ms | 11.9MB | 453ms | 13ms | pyston 3.8.12 |
python | 1.py | 718ms | 3.5ms | 13.0MB | 707ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 1210ms | 16ms | 106.4MB | 1167ms | 30ms | pypy 3.10.16 |
python | 1.py | 2689ms | 24ms | 25.4MB | 2667ms | 10ms | cpython 3.13.5 |
nim | 1.nim | timeout | 0.0ms | 572.1MB | 2667ms | 1857ms | nim 2.2.4 |
nim | 1.nim | timeout | 0.0ms | 574.6MB | 2610ms | 1913ms | nim/clang 2.2.4 |
python | 1.py | timeout | 0.0ms | 17.4MB | 4980ms | 7ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 220ms | 5.3ms | 84.7MB | 183ms | 27ms | pypy 3.10.16 |
python | 1.py | 237ms | 8.3ms | 20.6MB | 217ms | 3ms | cpython 3.13.5 |
python | 1.py | 648ms | 13ms | 16.8MB | 633ms | 0ms | pyston 3.8.12 |
nim | 1.nim | 4108ms | 3.9ms | 518.6MB | 2127ms | 1553ms | nim/clang 2.2.4 |
nim | 1.nim | 4147ms | 34ms | 519.4MB | 2150ms | 1567ms | nim 2.2.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 189ms | 1.3ms | 1.5MB | 180ms | 0ms | nim 2.2.4 |
nim | 2.nim | 242ms | 1.4ms | 1.8MB | 230ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 539ms | 0.9ms | 1.8MB | 447ms | 80ms | nim/clang 2.2.4 |
nim | 1.nim | 562ms | 2.0ms | 1.5MB | 467ms | 77ms | nim 2.2.4 |
python | 1.py | 1857ms | 11ms | 88.9MB | 1810ms | 30ms | pypy 3.10.16 |
python | 5-m.py | 2292ms | 35ms | 65.6MB | 3537ms | 850ms | pypy 3.10.16 |
python | 5-m.py | 2462ms | 20ms | 12.5MB | 3543ms | 983ms | pyston 3.8.12 |
python | 1.py | 3024ms | 23ms | 8.1MB | 3007ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 3410ms | 32ms | 13.8MB | 4480ms | 947ms | cpython 3.13.5 |
python | 1.py | 4667ms | 43ms | 9.0MB | 4653ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 21ms | 1.0ms | 1.5MB | 10ms | 0ms | nim 2.2.4 |
nim | 2.nim | 26ms | 0.3ms | 1.6MB | 20ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 56ms | 0.7ms | 1.9MB | 40ms | 7ms | nim/clang 2.2.4 |
nim | 1.nim | 58ms | 0.5ms | 1.5MB | 43ms | 0ms | nim 2.2.4 |
python | 1.py | 250ms | 0.9ms | 63.4MB | 220ms | 10ms | pypy 3.10.16 |
python | 5-m.py | 315ms | 11ms | 12.5MB | 390ms | 157ms | pyston 3.8.12 |
python | 1.py | 315ms | 4.7ms | 8.1MB | 303ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 407ms | 7.3ms | 13.8MB | 483ms | 143ms | cpython 3.13.5 |
python | 5-m.py | 446ms | 3.8ms | 65.6MB | 753ms | 297ms | pypy 3.10.16 |
python | 1.py | 484ms | 2.4ms | 9.0MB | 470ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 1.0ms | 0.0ms | 1.5MB | 0ms | 0ms | nim 2.2.4 |
nim | 1.nim | 1.1ms | 0.0ms | 1.8MB | 0ms | 0ms | nim/clang 2.2.4 |
python | 1.py | 12ms | 0.7ms | 7.6MB | 10ms | 0ms | pyston 3.8.12 |
python | 1.py | 15ms | 1.2ms | 8.8MB | 10ms | 0ms | cpython 3.13.5 |
python | 1.py | 30ms | 0.9ms | 51.7MB | 6ms | 12ms | pypy 3.10.16 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 111ms | 2.3ms | 1.9MB | 103ms | 0ms | nim/clang 2.2.4 |
nim | 2.nim | 114ms | 1.1ms | 1.6MB | 110ms | 0ms | nim 2.2.4 |
python | 2.py | 147ms | 1.1ms | 58.3MB | 120ms | 10ms | pypy 3.10.16 |
python | 1.py | 178ms | 1.7ms | 59.4MB | 153ms | 10ms | pypy 3.10.16 |
python | 1.py | 730ms | 8.0ms | 8.9MB | 720ms | 0ms | pyston 3.8.12 |
python | 2.py | 850ms | 11ms | 8.5MB | 840ms | 0ms | pyston 3.8.12 |
python | 1.py | 1141ms | 7.1ms | 9.5MB | 1133ms | 0ms | cpython 3.13.5 |
python | 2.py | 1304ms | 8.0ms | 9.3MB | 1290ms | 0ms | cpython 3.13.5 |
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 | 326ms | 1.8ms | 1.6MB | 317ms | 0ms | nim/clang 2.2.4 |
nim | 2.nim | 335ms | 2.3ms | 1.6MB | 327ms | 0ms | nim 2.2.4 |
python | 2.py | 339ms | 1.2ms | 60.5MB | 317ms | 10ms | pypy 3.10.16 |
python | 1.py | 380ms | 4.2ms | 60.3MB | 357ms | 10ms | pypy 3.10.16 |
python | 1.py | 2148ms | 10ms | 8.9MB | 2137ms | 0ms | pyston 3.8.12 |
python | 2.py | 2496ms | 44ms | 8.5MB | 2483ms | 0ms | pyston 3.8.12 |
python | 1.py | 3362ms | 46ms | 9.5MB | 3350ms | 0ms | cpython 3.13.5 |
python | 2.py | 3908ms | 18ms | 9.3MB | 3897ms | 0ms | cpython 3.13.5 |
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 | 49ms | 0.7ms | 1.5MB | 40ms | 0ms | nim/clang 2.2.4 |
nim | 2.nim | 51ms | 2.1ms | 1.5MB | 43ms | 0ms | nim 2.2.4 |
python | 2.py | 107ms | 3.6ms | 58.2MB | 80ms | 10ms | pypy 3.10.16 |
python | 1.py | 122ms | 3.9ms | 58.8MB | 97ms | 10ms | pypy 3.10.16 |
python | 1.py | 355ms | 5.9ms | 8.5MB | 343ms | 0ms | pyston 3.8.12 |
python | 2.py | 385ms | 2.9ms | 8.1MB | 373ms | 0ms | pyston 3.8.12 |
nim | 1.nim | 477ms | 2.9ms | 1.3MB | 470ms | 0ms | nim 2.2.4 |
nim | 1.nim | 486ms | 13ms | 1.5MB | 477ms | 0ms | nim/clang 2.2.4 |
python | 1.py | 537ms | 11ms | 9.3MB | 527ms | 0ms | cpython 3.13.5 |
python | 2.py | 628ms | 9.6ms | 8.9MB | 617ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 550ms | 7.5ms | 34.9MB | 533ms | 7ms | nim 2.2.4 |
nim | 1.nim | 626ms | 13ms | 35.2MB | 607ms | 3ms | nim/clang 2.2.4 |
python | 1.py | 2196ms | 9.7ms | 202.5MB | 2077ms | 100ms | pypy 3.10.16 |
python | 1.py | timeout | 0.0ms | 94.1MB | 4960ms | 27ms | cpython 3.13.5 |
python | 1.py | timeout | 0.0ms | 130.3MB | 4930ms | 57ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 117ms | 1.4ms | 9.6MB | 107ms | 0ms | nim 2.2.4 |
nim | 1.nim | 133ms | 1.2ms | 9.9MB | 120ms | 0ms | nim/clang 2.2.4 |
python | 1.py | 385ms | 4.5ms | 104.7MB | 323ms | 50ms | pypy 3.10.16 |
python | 1.py | 3347ms | 32ms | 37.4MB | 3317ms | 13ms | cpython 3.13.5 |
python | 1.py | timeout | 0.0ms | 48.9MB | 4953ms | 37ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 319ms | 1.6ms | 1.8MB | 310ms | 0ms | nim 2.2.4 |
nim | 2.nim | 341ms | 1.3ms | 2.0MB | 330ms | 0ms | nim/clang 2.2.4 |
python | 2.py | 1358ms | 8.1ms | 58.1MB | 1333ms | 10ms | pypy 3.10.16 |
python | 1.py | 2644ms | 7.4ms | 57.0MB | 2620ms | 10ms | pypy 3.10.16 |
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 | 35ms | 0.5ms | 1.8MB | 30ms | 0ms | nim 2.2.4 |
nim | 2.nim | 37ms | 0.7ms | 2.0MB | 30ms | 0ms | nim/clang 2.2.4 |
python | 2.py | 182ms | 1.2ms | 57.9MB | 160ms | 10ms | pypy 3.10.16 |
python | 1.py | 304ms | 1.2ms | 57.1MB | 280ms | 10ms | pypy 3.10.16 |
python | 1.py | 921ms | 6.9ms | 8.4MB | 910ms | 0ms | pyston 3.8.12 |
python | 2.py | 1314ms | 5.3ms | 8.3MB | 1300ms | 0ms | pyston 3.8.12 |
python | 2.py | 2943ms | 21ms | 9.0MB | 2930ms | 0ms | cpython 3.13.5 |
python | 1.py | 3003ms | 91ms | 9.0MB | 2990ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 281ms | 9.2ms | 41.5MB | 270ms | 0ms | nim 2.2.4 |
nim | 1.nim | 314ms | 3.5ms | 41.8MB | 303ms | 0ms | nim/clang 2.2.4 |
python | 1.py | 2563ms | 130ms | 369.7MB | 2490ms | 57ms | pypy 3.10.16 |
python | 2.py | 2996ms | 31ms | 632.9MB | 2817ms | 167ms | pyston 3.8.12 |
python | 1.py | 4717ms | 60ms | 320.4MB | 4660ms | 40ms | pyston 3.8.12 |
python | 1.py | timeout | 0.0ms | 321.4MB | 4967ms | 23ms | cpython 3.13.5 |
python | 2.py | timeout | 0.0ms | 633.8MB | 4823ms | 157ms | cpython 3.13.5 |
python | 2.py | timeout | 0.0ms | 959.9MB | 4717ms | 263ms | pypy 3.10.16 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 51ms | 1.7ms | 11.5MB | 40ms | 0ms | nim 2.2.4 |
nim | 1.nim | 64ms | 3.6ms | 11.8MB | 53ms | 0ms | nim/clang 2.2.4 |
python | 1.py | 547ms | 6.2ms | 135.3MB | 507ms | 23ms | pypy 3.10.16 |
python | 2.py | 723ms | 2.9ms | 164.2MB | 683ms | 27ms | pyston 3.8.12 |
python | 1.py | 1065ms | 10ms | 86.0MB | 1040ms | 10ms | pyston 3.8.12 |
python | 2.py | 1383ms | 0.6ms | 165.1MB | 1343ms | 27ms | cpython 3.13.5 |
python | 2.py | 1508ms | 4.4ms | 290.3MB | 1420ms | 73ms | pypy 3.10.16 |
python | 1.py | 2870ms | 13ms | 87.0MB | 2847ms | 10ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 1641ms | 6.1ms | 151.9MB | 1607ms | 20ms | nim/clang 2.2.4 |
nim | 1.nim | 1674ms | 9.9ms | 152.1MB | 1640ms | 20ms | nim 2.2.4 |
python | 1.py | 2263ms | 15ms | 243.6MB | 2203ms | 47ms | pypy 3.10.16 |
python | 1.py | 4758ms | 1.8ms | 252.5MB | 4570ms | 170ms | pyston 3.8.12 |
python | 1.py | timeout | 0.0ms | 130.2MB | 4930ms | 60ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 173ms | 1.8ms | 16.8MB | 160ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 177ms | 3.9ms | 16.5MB | 163ms | 0ms | nim 2.2.4 |
python | 1.py | 331ms | 3.3ms | 85.1MB | 290ms | 30ms | pypy 3.10.16 |
python | 1.py | 510ms | 17ms | 30.3MB | 477ms | 20ms | pyston 3.8.12 |
python | 1.py | 622ms | 9.0ms | 30.0MB | 590ms | 17ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 3588ms | 2.7ms | 1.6MB | 3580ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 3609ms | 14ms | 1.4MB | 3603ms | 0ms | nim 2.2.4 |
python | 8.py | timeout | 0.0ms | 14.8MB | 33ms | 10ms | cpython 3.13.5 |
python | 8.py | timeout | 0.0ms | 95.9MB | 787ms | 80ms | pypy 3.10.16 |
python | 8.py | timeout | 0.0ms | 14.4MB | 33ms | 10ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 899ms | 0.7ms | 1.5MB | 890ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 904ms | 2.9ms | 1.3MB | 893ms | 0ms | nim 2.2.4 |
python | 8.py | timeout | 0.0ms | 14.5MB | 47ms | 13ms | cpython 3.13.5 |
python | 8.py | timeout | 0.0ms | 95.6MB | 1280ms | 180ms | pypy 3.10.16 |
python | 8.py | timeout | 0.0ms | 13.6MB | 60ms | 13ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 226ms | 0.3ms | 1.5MB | 220ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 229ms | 0.9ms | 1.3MB | 220ms | 0ms | nim 2.2.4 |
python | 8-m.py | 1948ms | 18ms | 92.9MB | 6303ms | 253ms | pypy 3.10.16 |
python | 8.py | timeout | 0.0ms | 14.3MB | 80ms | 20ms | cpython 3.13.5 |
python | 8.py | timeout | 0.0ms | 13.1MB | 150ms | 30ms | pyston 3.8.12 |