Current benchmark data was generated on Tue Dec 31 2024, 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 | 741ms | 8.3ms | 34.9MB | 727ms | 0ms | nim 2.2.0 |
nim | 2.nim | 919ms | 4.1ms | 34.7MB | 900ms | 7ms | nim/clang 2.2.0 |
python | 1.py | 1086ms | 7.1ms | 95.8MB | 1023ms | 47ms | pypy 3.10.14 |
python | 1.py | timeout | 0.0ms | 40.8MB | 4967ms | 17ms | cpython 3.13.1 |
python | 1.py | timeout | 0.0ms | 40.5MB | 4750ms | 237ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 67ms | 0.5ms | 5.5MB | 57ms | 0ms | nim 2.2.0 |
nim | 2.nim | 85ms | 2.2ms | 5.8MB | 77ms | 0ms | nim/clang 2.2.0 |
python | 1.py | 93ms | 4.4ms | 68.1MB | 57ms | 20ms | pypy 3.10.14 |
python | 1.py | 448ms | 2.5ms | 11.9MB | 423ms | 7ms | pyston 3.8.12 |
python | 1.py | 675ms | 16ms | 12.6MB | 660ms | 0ms | cpython 3.13.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 1119ms | 8.2ms | 102.5MB | 1053ms | 50ms | pypy 3.10.14 |
nim | 1.nim | timeout | 0.0ms | 561.4MB | 2450ms | 2080ms | nim 2.2.0 |
nim | 1.nim | timeout | 0.0ms | 570.6MB | 2543ms | 1987ms | nim/clang 2.2.0 |
python | 1.py | timeout | 0.0ms | 21.3MB | 4980ms | 3ms | cpython 3.13.1 |
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 | 203ms | 0.3ms | 84.2MB | 163ms | 27ms | pypy 3.10.14 |
python | 1.py | 554ms | 29ms | 20.5MB | 530ms | 3ms | cpython 3.13.1 |
python | 1.py | 598ms | 6.9ms | 16.8MB | 577ms | 10ms | pyston 3.8.12 |
nim | 1.nim | 4127ms | 12ms | 519.8MB | 2037ms | 1663ms | nim/clang 2.2.0 |
nim | 1.nim | 4262ms | 22ms | 519.3MB | 2010ms | 1827ms | nim 2.2.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 174ms | 1.9ms | 1.5MB | 160ms | 0ms | nim 2.2.0 |
nim | 2.nim | 226ms | 6.1ms | 1.8MB | 213ms | 0ms | nim/clang 2.2.0 |
nim | 1.nim | 542ms | 6.4ms | 1.8MB | 420ms | 110ms | nim/clang 2.2.0 |
nim | 1.nim | 569ms | 4.4ms | 1.5MB | 470ms | 87ms | nim 2.2.0 |
python | 1.py | 1807ms | 11ms | 88.3MB | 1767ms | 30ms | pypy 3.10.14 |
python | 5-m.py | 2335ms | 46ms | 12.5MB | 3357ms | 953ms | pyston 3.8.12 |
python | 5-m.py | 2672ms | 21ms | 64.9MB | 3783ms | 763ms | pypy 3.10.14 |
python | 1.py | 2864ms | 24ms | 8.1MB | 2850ms | 3ms | pyston 3.8.12 |
python | 5-m.py | 3195ms | 8.8ms | 13.8MB | 4240ms | 883ms | cpython 3.13.1 |
python | 1.py | 4308ms | 7.9ms | 8.8MB | 4297ms | 0ms | cpython 3.13.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 20ms | 0.4ms | 1.5MB | 10ms | 0ms | nim 2.2.0 |
nim | 2.nim | 25ms | 1.4ms | 1.8MB | 17ms | 0ms | nim/clang 2.2.0 |
nim | 1.nim | 58ms | 0.7ms | 1.8MB | 30ms | 17ms | nim/clang 2.2.0 |
nim | 1.nim | 60ms | 2.1ms | 1.5MB | 37ms | 10ms | nim 2.2.0 |
python | 1.py | 238ms | 5.8ms | 63.6MB | 210ms | 13ms | pypy 3.10.14 |
python | 5-m.py | 295ms | 6.0ms | 12.5MB | 383ms | 127ms | pyston 3.8.12 |
python | 1.py | 299ms | 3.5ms | 8.1MB | 287ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 377ms | 1.5ms | 13.8MB | 457ms | 123ms | cpython 3.13.1 |
python | 1.py | 451ms | 3.5ms | 8.8MB | 440ms | 3ms | cpython 3.13.1 |
python | 5-m.py | 510ms | 5.7ms | 64.9MB | 750ms | 283ms | pypy 3.10.14 |
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 2.2.0 |
nim | 1.nim | 1.1ms | 0.1ms | 1.8MB | 0ms | 0ms | nim/clang 2.2.0 |
python | 1.py | 11ms | 0.8ms | 7.6MB | 0ms | 0ms | pyston 3.8.12 |
python | 1.py | 13ms | 1.3ms | 8.5MB | 10ms | 0ms | cpython 3.13.1 |
python | 1.py | 26ms | 0.9ms | 51.0MB | 8ms | 8ms | pypy 3.10.14 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 930ms | 5.9ms | 99.3MB | 260ms | 647ms | nim 2.2.0 |
nim | 1.nim | 934ms | 16ms | 99.4MB | 237ms | 673ms | nim/clang 2.2.0 |
python | 1.py | 2185ms | 130ms | 36.3MB | 963ms | 1550ms | pyston 3.8.12 |
python | 1.py | 2293ms | 260ms | 33.2MB | 1447ms | 1537ms | cpython 3.13.1 |
python | 1.py | 4404ms | 18ms | 106.6MB | 2683ms | 1083ms | pypy 3.10.14 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 152ms | 5.5ms | 18.1MB | 30ms | 107ms | nim/clang 2.2.0 |
nim | 1.nim | 155ms | 3.4ms | 18.2MB | 37ms | 100ms | nim 2.2.0 |
python | 1.py | 1091ms | 7.1ms | 30.8MB | 230ms | 243ms | pyston 3.8.12 |
python | 1.py | 1188ms | 161ms | 28.8MB | 293ms | 250ms | cpython 3.13.1 |
python | 1.py | 1741ms | 161ms | 88.8MB | 650ms | 203ms | pypy 3.10.14 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 105ms | 4.1ms | 1.6MB | 97ms | 0ms | nim/clang 2.2.0 |
nim | 2.nim | 108ms | 2.2ms | 1.8MB | 100ms | 0ms | nim 2.2.0 |
python | 2.py | 143ms | 0.8ms | 57.9MB | 117ms | 13ms | pypy 3.10.14 |
python | 1.py | 172ms | 3.1ms | 59.5MB | 147ms | 10ms | pypy 3.10.14 |
python | 1.py | 694ms | 2.8ms | 8.9MB | 687ms | 0ms | pyston 3.8.12 |
python | 2.py | 790ms | 4.9ms | 8.5MB | 773ms | 0ms | pyston 3.8.12 |
python | 1.py | 1060ms | 5.7ms | 9.3MB | 1043ms | 0ms | cpython 3.13.1 |
python | 2.py | 1262ms | 16ms | 9.0MB | 1247ms | 0ms | cpython 3.13.1 |
nim | 1.nim | timeout | 0.0ms | 1.3MB | 4987ms | 0ms | nim 2.2.0 |
nim | 1.nim | timeout | 0.0ms | 1.5MB | 4990ms | 0ms | nim/clang 2.2.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 307ms | 6.6ms | 1.6MB | 297ms | 0ms | nim/clang 2.2.0 |
nim | 2.nim | 319ms | 3.0ms | 1.4MB | 310ms | 0ms | nim 2.2.0 |
python | 2.py | 321ms | 7.8ms | 58.9MB | 293ms | 10ms | pypy 3.10.14 |
python | 1.py | 360ms | 5.5ms | 60.4MB | 337ms | 10ms | pypy 3.10.14 |
python | 1.py | 2016ms | 25ms | 8.9MB | 2000ms | 0ms | pyston 3.8.12 |
python | 2.py | 2346ms | 34ms | 8.5MB | 2333ms | 0ms | pyston 3.8.12 |
python | 1.py | 3111ms | 15ms | 9.3MB | 3093ms | 3ms | cpython 3.13.1 |
python | 2.py | 3679ms | 12ms | 9.0MB | 3667ms | 0ms | cpython 3.13.1 |
nim | 1.nim | timeout | 0.0ms | 1.3MB | 4990ms | 0ms | nim 2.2.0 |
nim | 1.nim | timeout | 0.0ms | 1.5MB | 4990ms | 0ms | nim/clang 2.2.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 46ms | 1.6ms | 1.8MB | 40ms | 0ms | nim/clang 2.2.0 |
nim | 2.nim | 49ms | 1.9ms | 1.5MB | 40ms | 0ms | nim 2.2.0 |
python | 2.py | 101ms | 2.0ms | 57.8MB | 77ms | 10ms | pypy 3.10.14 |
python | 1.py | 115ms | 1.3ms | 58.5MB | 90ms | 10ms | pypy 3.10.14 |
python | 1.py | 328ms | 7.8ms | 8.5MB | 313ms | 0ms | pyston 3.8.12 |
python | 2.py | 366ms | 15ms | 8.1MB | 350ms | 0ms | pyston 3.8.12 |
nim | 1.nim | 463ms | 5.7ms | 1.5MB | 450ms | 0ms | nim/clang 2.2.0 |
nim | 1.nim | 467ms | 5.4ms | 1.3MB | 453ms | 0ms | nim 2.2.0 |
python | 1.py | 503ms | 5.9ms | 9.1MB | 483ms | 0ms | cpython 3.13.1 |
python | 2.py | 613ms | 10ms | 8.8MB | 600ms | 0ms | cpython 3.13.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 520ms | 10ms | 34.9MB | 497ms | 7ms | nim 2.2.0 |
nim | 1.nim | 578ms | 6.2ms | 34.7MB | 553ms | 10ms | nim/clang 2.2.0 |
python | 1.py | 2111ms | 2.8ms | 210.1MB | 2007ms | 83ms | pypy 3.10.14 |
python | 1.py | timeout | 0.0ms | 93.9MB | 4963ms | 23ms | cpython 3.13.1 |
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 |
---|---|---|---|---|---|---|---|
nim | 1.nim | 112ms | 2.9ms | 9.6MB | 100ms | 0ms | nim 2.2.0 |
nim | 1.nim | 124ms | 3.0ms | 9.9MB | 110ms | 0ms | nim/clang 2.2.0 |
python | 1.py | 360ms | 5.1ms | 103.6MB | 297ms | 50ms | pypy 3.10.14 |
python | 1.py | 2752ms | 61ms | 37.2MB | 2727ms | 7ms | cpython 3.13.1 |
python | 1.py | 4838ms | 94ms | 48.9MB | 4770ms | 50ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 2.nim | 302ms | 2.8ms | 1.8MB | 290ms | 0ms | nim 2.2.0 |
nim | 2.nim | 330ms | 8.5ms | 2.0MB | 320ms | 0ms | nim/clang 2.2.0 |
python | 2.py | 1278ms | 0.7ms | 59.8MB | 1253ms | 10ms | pypy 3.10.14 |
python | 1.py | 2492ms | 13ms | 56.6MB | 2467ms | 10ms | pypy 3.10.14 |
python | 1.py | timeout | 0.0ms | 8.6MB | 4983ms | 0ms | cpython 3.13.1 |
python | 2.py | timeout | 0.0ms | 8.8MB | 4987ms | 0ms | cpython 3.13.1 |
python | 1.py | timeout | 0.0ms | 8.3MB | 4987ms | 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 | 32ms | 0.5ms | 1.8MB | 20ms | 0ms | nim 2.2.0 |
nim | 2.nim | 35ms | 0.9ms | 2.0MB | 23ms | 0ms | nim/clang 2.2.0 |
python | 2.py | 165ms | 1.2ms | 57.8MB | 143ms | 10ms | pypy 3.10.14 |
python | 1.py | 284ms | 2.2ms | 56.6MB | 267ms | 3ms | pypy 3.10.14 |
python | 1.py | 892ms | 9.1ms | 8.3MB | 883ms | 0ms | pyston 3.8.12 |
python | 2.py | 1234ms | 13ms | 8.3MB | 1220ms | 0ms | pyston 3.8.12 |
python | 1.py | 2829ms | 9.3ms | 8.8MB | 2813ms | 0ms | cpython 3.13.1 |
python | 2.py | 3043ms | 23ms | 8.8MB | 3030ms | 0ms | cpython 3.13.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 252ms | 0.5ms | 41.5MB | 240ms | 0ms | nim 2.2.0 |
nim | 1.nim | 293ms | 2.6ms | 41.8MB | 280ms | 0ms | nim/clang 2.2.0 |
python | 1.py | 2328ms | 43ms | 369.1MB | 2263ms | 47ms | pypy 3.10.14 |
python | 2.py | 2768ms | 15ms | 632.9MB | 2590ms | 163ms | pyston 3.8.12 |
python | 1.py | 4623ms | 31ms | 320.4MB | 4567ms | 40ms | pyston 3.8.12 |
python | 1.py | timeout | 0.0ms | 321.1MB | 4953ms | 27ms | cpython 3.13.1 |
python | 2.py | timeout | 0.0ms | 633.5MB | 4813ms | 170ms | cpython 3.13.1 |
python | 2.py | timeout | 0.0ms | 959.3MB | 4743ms | 243ms | pypy 3.10.14 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 53ms | 2.2ms | 11.5MB | 40ms | 0ms | nim 2.2.0 |
nim | 1.nim | 60ms | 3.6ms | 11.8MB | 50ms | 0ms | nim/clang 2.2.0 |
python | 1.py | 497ms | 14ms | 134.7MB | 467ms | 17ms | pypy 3.10.14 |
python | 2.py | 679ms | 22ms | 164.2MB | 630ms | 30ms | pyston 3.8.12 |
python | 1.py | 1022ms | 10ms | 86.0MB | 1000ms | 3ms | pyston 3.8.12 |
python | 2.py | 1327ms | 14ms | 164.8MB | 1283ms | 27ms | cpython 3.13.1 |
python | 2.py | 1463ms | 8.1ms | 289.7MB | 1363ms | 80ms | pypy 3.10.14 |
python | 1.py | 2501ms | 11ms | 86.9MB | 2473ms | 10ms | cpython 3.13.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 1541ms | 6.9ms | 152.3MB | 1513ms | 13ms | nim/clang 2.2.0 |
nim | 1.nim | 1567ms | 8.6ms | 151.5MB | 1530ms | 23ms | nim 2.2.0 |
python | 1.py | 2122ms | 9.7ms | 243.2MB | 2060ms | 43ms | pypy 3.10.14 |
python | 1.py | 4481ms | 9.0ms | 226.3MB | 4283ms | 180ms | pyston 3.8.12 |
python | 1.py | timeout | 0.0ms | 165.8MB | 4940ms | 40ms | cpython 3.13.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 162ms | 0.2ms | 17.6MB | 143ms | 3ms | nim/clang 2.2.0 |
nim | 1.nim | 163ms | 1.8ms | 17.4MB | 153ms | 0ms | nim 2.2.0 |
python | 1.py | 310ms | 4.2ms | 85.0MB | 273ms | 20ms | pypy 3.10.14 |
python | 1.py | 468ms | 2.3ms | 30.5MB | 440ms | 13ms | pyston 3.8.12 |
python | 1.py | 594ms | 8.6ms | 31.0MB | 557ms | 23ms | cpython 3.13.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 3383ms | 20ms | 1.6MB | 3370ms | 0ms | nim/clang 2.2.0 |
nim | 1.nim | 3439ms | 35ms | 1.4MB | 3430ms | 0ms | nim 2.2.0 |
python | 8.py | timeout | 0.0ms | 16.7MB | 43ms | 13ms | cpython 3.13.1 |
python | 8.py | timeout | 0.0ms | 99.4MB | 790ms | 163ms | pypy 3.10.14 |
python | 8.py | timeout | 0.0ms | 16.5MB | 67ms | 20ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 848ms | 4.3ms | 1.5MB | 837ms | 0ms | nim/clang 2.2.0 |
nim | 1.nim | 860ms | 8.6ms | 1.3MB | 853ms | 0ms | nim 2.2.0 |
python | 8.py | timeout | 0.0ms | 16.5MB | 87ms | 20ms | cpython 3.13.1 |
python | 8.py | timeout | 0.0ms | 100.4MB | 1460ms | 480ms | pypy 3.10.14 |
python | 8.py | timeout | 0.0ms | 15.6MB | 147ms | 37ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
nim | 1.nim | 214ms | 1.3ms | 1.3MB | 203ms | 0ms | nim 2.2.0 |
nim | 1.nim | 217ms | 5.1ms | 1.5MB | 207ms | 0ms | nim/clang 2.2.0 |
python | 8-m.py | 1880ms | 5.8ms | 95.0MB | 6000ms | 323ms | pypy 3.10.14 |
python | 8.py | timeout | 0.0ms | 16.2MB | 233ms | 33ms | cpython 3.13.1 |
python | 8.py | timeout | 0.0ms | 17.2MB | 440ms | 127ms | pyston 3.8.12 |