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 |
---|---|---|---|---|---|---|---|
nim | 2.nim | 775ms | 6.2ms | 33.9MB | 757ms | 10ms | nim 2.2.4 |
nim | 2.nim | 953ms | 12ms | 35.2MB | 933ms | 7ms | nim/clang 2.2.4 |
python | 1.py | 1163ms | 3.7ms | 96.4MB | 1093ms | 57ms | pypy 3.10.16 |
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 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 76ms | 2.3ms | 5.5MB | 67ms | 0ms | nim 2.2.4 |
nim | 2.nim | 92ms | 3.6ms | 5.8MB | 83ms | 0ms | nim/clang 2.2.4 |
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 |
python | 1.py | 735ms | 1.9ms | 12.9MB | 720ms | 0ms | cpython 3.13.3 |
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 |
python | 1.py | 2813ms | 42ms | 25.2MB | 2797ms | 7ms | cpython 3.13.3 |
nim | 1.nim | timeout | 0.0ms | 554.2MB | 2543ms | 1993ms | nim 2.2.4 |
nim | 1.nim | timeout | 0.0ms | 552.6MB | 2487ms | 2053ms | nim/clang 2.2.4 |
python | 1.py | timeout | 0.0ms | 17.3MB | 4980ms | 7ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
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 |
nim | 1.nim | 4338ms | 12ms | 519.4MB | 2163ms | 1750ms | nim 2.2.4 |
nim | 1.nim | 4380ms | 6.7ms | 518.6MB | 2120ms | 1837ms | nim/clang 2.2.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 187ms | 0.8ms | 1.5MB | 180ms | 0ms | nim 2.2.4 |
nim | 2.nim | 243ms | 2.3ms | 1.8MB | 233ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 550ms | 1.7ms | 1.8MB | 440ms | 100ms | nim/clang 2.2.4 |
nim | 1.nim | 574ms | 3.5ms | 1.5MB | 467ms | 97ms | nim 2.2.4 |
python | 1.py | 1844ms | 2.1ms | 88.9MB | 1803ms | 27ms | pypy 3.10.16 |
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 |
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 |
---|---|---|---|---|---|---|---|
nim | 2.nim | 20ms | 0.1ms | 1.5MB | 10ms | 0ms | nim 2.2.4 |
nim | 2.nim | 26ms | 0.7ms | 1.8MB | 20ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 58ms | 0.4ms | 1.8MB | 40ms | 3ms | nim/clang 2.2.4 |
nim | 1.nim | 60ms | 0.9ms | 1.5MB | 43ms | 0ms | nim 2.2.4 |
python | 1.py | 248ms | 3.6ms | 63.3MB | 217ms | 13ms | pypy 3.10.16 |
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 |
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 |
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 | 1.9MB | 0ms | 0ms | nim/clang 2.2.4 |
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 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 112ms | 3.7ms | 1.6MB | 103ms | 0ms | nim/clang 2.2.4 |
nim | 2.nim | 113ms | 0.4ms | 1.4MB | 103ms | 0ms | nim 2.2.4 |
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 |
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 |
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 | 2.2ms | 1.6MB | 320ms | 0ms | nim/clang 2.2.4 |
nim | 2.nim | 337ms | 3.0ms | 1.4MB | 327ms | 0ms | nim 2.2.4 |
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 |
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 |
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 | 0.5ms | 1.5MB | 40ms | 0ms | nim/clang 2.2.4 |
nim | 2.nim | 51ms | 0.7ms | 1.3MB | 40ms | 0ms | nim 2.2.4 |
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 |
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 |
nim | 1.nim | 488ms | 11ms | 1.5MB | 480ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 493ms | 16ms | 1.3MB | 483ms | 0ms | nim 2.2.4 |
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 |
---|---|---|---|---|---|---|---|
nim | 1.nim | 545ms | 3.9ms | 34.9MB | 523ms | 7ms | nim 2.2.4 |
nim | 1.nim | 627ms | 17ms | 35.2MB | 610ms | 3ms | nim/clang 2.2.4 |
python | 1.py | 2205ms | 15ms | 202.6MB | 2087ms | 107ms | pypy 3.10.16 |
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 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 117ms | 2.0ms | 9.6MB | 107ms | 0ms | nim 2.2.4 |
nim | 1.nim | 133ms | 1.1ms | 9.9MB | 120ms | 0ms | nim/clang 2.2.4 |
python | 1.py | 374ms | 1.8ms | 105.3MB | 317ms | 40ms | pypy 3.10.16 |
python | 1.py | 2897ms | 36ms | 37.3MB | 2873ms | 10ms | cpython 3.13.3 |
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 |
---|---|---|---|---|---|---|---|
nim | 2.nim | 320ms | 1.7ms | 1.8MB | 310ms | 0ms | nim 2.2.4 |
nim | 2.nim | 344ms | 1.7ms | 2.0MB | 337ms | 0ms | nim/clang 2.2.4 |
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 |
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 | 0.5ms | 2.0MB | 30ms | 0ms | nim/clang 2.2.4 |
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 |
python | 1.py | 926ms | 7.5ms | 8.3MB | 910ms | 0ms | pyston 3.8.12 |
python | 2.py | 1300ms | 5.2ms | 8.3MB | 1293ms | 0ms | pyston 3.8.12 |
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 |
---|---|---|---|---|---|---|---|
nim | 1.nim | 269ms | 7.3ms | 41.5MB | 260ms | 0ms | nim 2.2.4 |
nim | 1.nim | 318ms | 3.3ms | 41.8MB | 307ms | 0ms | nim/clang 2.2.4 |
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 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 54ms | 4.3ms | 11.5MB | 47ms | 0ms | nim 2.2.4 |
nim | 1.nim | 65ms | 1.4ms | 11.8MB | 57ms | 0ms | nim/clang 2.2.4 |
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 |
python | 1.py | 2673ms | 5.0ms | 86.9MB | 2650ms | 10ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 1644ms | 4.7ms | 152.4MB | 1610ms | 20ms | nim/clang 2.2.4 |
nim | 1.nim | 1672ms | 7.2ms | 152.1MB | 1640ms | 20ms | nim 2.2.4 |
python | 1.py | 2242ms | 6.5ms | 243.1MB | 2183ms | 50ms | pypy 3.10.16 |
python | 1.py | 4755ms | 17ms | 226.2MB | 4557ms | 183ms | pyston 3.8.12 |
python | 1.py | timeout | 0.0ms | 149.3MB | 4917ms | 67ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 173ms | 1.3ms | 17.6MB | 160ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 177ms | 3.1ms | 17.4MB | 163ms | 0ms | nim 2.2.4 |
python | 1.py | 326ms | 0.8ms | 86.5MB | 287ms | 23ms | pypy 3.10.16 |
python | 1.py | 500ms | 7.3ms | 30.3MB | 470ms | 20ms | pyston 3.8.12 |
python | 1.py | 603ms | 7.0ms | 30.0MB | 573ms | 13ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 3589ms | 1.3ms | 1.6MB | 3580ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 3603ms | 8.0ms | 1.4MB | 3597ms | 0ms | nim 2.2.4 |
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 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 899ms | 0.2ms | 1.5MB | 890ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 904ms | 4.4ms | 1.3MB | 893ms | 0ms | nim 2.2.4 |
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 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 227ms | 0.6ms | 1.5MB | 220ms | 0ms | nim/clang 2.2.4 |
nim | 1.nim | 228ms | 1.2ms | 1.3MB | 220ms | 0ms | nim 2.2.4 |
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 |