Current benchmark data was generated on Sun Jun 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 |
---|---|---|---|---|---|---|---|
python | 1.py | 1209ms | 11ms | 96.2MB | 1140ms | 50ms | pypy 3.10.16 |
haxe | 1.hx | 1321ms | 15ms | 143.9MB | 1510ms | 67ms | haxe/cpp 4.3.6 |
haxe | 2.hx | 4384ms | 33ms | 495.3MB | 4913ms | 253ms | haxe/cpp 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 48.6MB | 5477ms | 433ms | haxe/hl/c 4.3.6 |
haxe | 2.hx | timeout | 0.0ms | 83.0MB | 4890ms | 730ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 51.1MB | 7413ms | 413ms | haxe/hl/jit 1.15.0 |
haxe | 2.hx | timeout | 0.0ms | 130.9MB | 7360ms | 757ms | haxe/hl/jit 1.15.0 |
python | 1.py | timeout | 0.0ms | 40.9MB | 4973ms | 13ms | cpython 3.13.3 |
python | 1.py | timeout | 0.0ms | 40.7MB | 4747ms | 240ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 92ms | 2.1ms | 25.6MB | 90ms | 10ms | haxe/cpp 4.3.6 |
python | 1.py | 97ms | 3.0ms | 68.8MB | 70ms | 13ms | pypy 3.10.16 |
haxe | 2.hx | 398ms | 1.3ms | 58.3MB | 427ms | 23ms | haxe/cpp 4.3.6 |
python | 1.py | 478ms | 6.6ms | 11.9MB | 453ms | 13ms | pyston 3.8.12 |
haxe | 1.hx | 637ms | 1.2ms | 8.8MB | 613ms | 43ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 671ms | 6.2ms | 11.2MB | 740ms | 53ms | haxe/hl/jit 1.15.0 |
python | 1.py | 737ms | 8.4ms | 12.8MB | 723ms | 0ms | cpython 3.13.3 |
haxe | 2.hx | 918ms | 2.5ms | 13.7MB | 813ms | 147ms | haxe/hl/c 4.3.6 |
haxe | 2.hx | 922ms | 6.6ms | 25.0MB | 903ms | 157ms | haxe/hl/jit 1.15.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 1886ms | 8.1ms | 88.9MB | 1843ms | 30ms | pypy 3.10.16 |
python | 5-m.py | 2274ms | 5.2ms | 65.6MB | 3513ms | 847ms | pypy 3.10.16 |
haxe | 1.hx | 2367ms | 6.2ms | 25.6MB | 2263ms | 190ms | haxe/cpp 4.3.6 |
python | 5-m.py | 2449ms | 16ms | 12.4MB | 3560ms | 1017ms | pyston 3.8.12 |
python | 1.py | 3024ms | 34ms | 8.1MB | 3010ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 3346ms | 15ms | 13.8MB | 4457ms | 907ms | cpython 3.13.3 |
python | 1.py | 4648ms | 12ms | 8.9MB | 4633ms | 0ms | cpython 3.13.3 |
haxe | 1.hx | timeout | 0.0ms | 3.2MB | 4363ms | 863ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 3.6MB | 4433ms | 817ms | haxe/hl/jit 1.15.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 250ms | 3.7ms | 25.6MB | 223ms | 27ms | haxe/cpp 4.3.6 |
python | 1.py | 256ms | 4.3ms | 63.4MB | 230ms | 13ms | pypy 3.10.16 |
python | 1.py | 315ms | 2.3ms | 8.1MB | 300ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 319ms | 6.7ms | 12.5MB | 417ms | 150ms | pyston 3.8.12 |
python | 5-m.py | 398ms | 1.9ms | 13.9MB | 473ms | 137ms | cpython 3.13.3 |
python | 5-m.py | 445ms | 4.8ms | 65.6MB | 737ms | 310ms | pypy 3.10.16 |
python | 1.py | 494ms | 9.3ms | 8.9MB | 483ms | 0ms | cpython 3.13.3 |
haxe | 1.hx | 653ms | 8.5ms | 3.3MB | 567ms | 107ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 683ms | 11ms | 3.9MB | 600ms | 103ms | haxe/hl/jit 1.15.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 2.1ms | 0.2ms | 2.9MB | 0ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 2.3ms | 0.2ms | 4.5MB | 0ms | 0ms | haxe/cpp 4.3.6 |
haxe | 1.hx | 3.5ms | 0.4ms | 2.8MB | 0ms | 0ms | haxe/hl/jit 1.15.0 |
python | 1.py | 12ms | 0.9ms | 7.6MB | 0ms | 0ms | pyston 3.8.12 |
python | 1.py | 14ms | 1.3ms | 8.6MB | 10ms | 0ms | cpython 3.13.3 |
python | 1.py | 29ms | 1.0ms | 51.7MB | 10ms | 8ms | pypy 3.10.16 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 135ms | 1.8ms | 20.5MB | 120ms | 3ms | haxe/cpp 4.3.6 |
haxe | 1.hx | 136ms | 1.7ms | 3.1MB | 127ms | 0ms | haxe/hl/c 4.3.6 |
python | 2.py | 149ms | 4.3ms | 58.4MB | 120ms | 13ms | pypy 3.10.16 |
haxe | 1.hx | 156ms | 2.5ms | 3.8MB | 150ms | 0ms | haxe/hl/jit 1.15.0 |
python | 1.py | 181ms | 4.1ms | 59.4MB | 157ms | 10ms | pypy 3.10.16 |
python | 1.py | 720ms | 3.1ms | 8.9MB | 707ms | 0ms | pyston 3.8.12 |
python | 2.py | 844ms | 8.9ms | 8.5MB | 830ms | 0ms | pyston 3.8.12 |
python | 1.py | 1166ms | 4.3ms | 9.5MB | 1157ms | 0ms | cpython 3.13.3 |
python | 2.py | 1359ms | 24ms | 9.1MB | 1347ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 342ms | 3.7ms | 59.1MB | 320ms | 10ms | pypy 3.10.16 |
haxe | 1.hx | 381ms | 3.1ms | 25.8MB | 367ms | 3ms | haxe/cpp 4.3.6 |
python | 1.py | 395ms | 7.5ms | 60.4MB | 367ms | 13ms | pypy 3.10.16 |
haxe | 1.hx | 396ms | 2.2ms | 3.0MB | 383ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 453ms | 3.7ms | 3.8MB | 443ms | 0ms | haxe/hl/jit 1.15.0 |
python | 1.py | 2150ms | 11ms | 8.9MB | 2140ms | 0ms | pyston 3.8.12 |
python | 2.py | 2522ms | 10ms | 8.5MB | 2513ms | 0ms | pyston 3.8.12 |
python | 1.py | 3503ms | 80ms | 9.5MB | 3490ms | 0ms | cpython 3.13.3 |
python | 2.py | 4083ms | 116ms | 9.1MB | 4070ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 63ms | 1.0ms | 12.3MB | 50ms | 0ms | haxe/cpp 4.3.6 |
haxe | 1.hx | 68ms | 1.6ms | 3.0MB | 60ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 77ms | 0.4ms | 3.6MB | 70ms | 0ms | haxe/hl/jit 1.15.0 |
python | 2.py | 107ms | 3.5ms | 58.2MB | 83ms | 10ms | pypy 3.10.16 |
python | 1.py | 123ms | 2.2ms | 58.8MB | 100ms | 10ms | pypy 3.10.16 |
python | 1.py | 352ms | 1.5ms | 8.5MB | 340ms | 0ms | pyston 3.8.12 |
python | 2.py | 384ms | 4.5ms | 8.1MB | 373ms | 0ms | pyston 3.8.12 |
python | 1.py | 548ms | 3.1ms | 9.3MB | 537ms | 0ms | cpython 3.13.3 |
python | 2.py | 667ms | 2.4ms | 8.8MB | 653ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 904ms | 6.1ms | 94.9MB | 990ms | 47ms | haxe/cpp 4.3.6 |
python | 1.py | 2223ms | 4.3ms | 202.6MB | 2110ms | 100ms | pypy 3.10.16 |
haxe | 1.hx | timeout | 0.0ms | 32.6MB | 4917ms | 523ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 57.0MB | 5810ms | 497ms | haxe/hl/jit 1.15.0 |
python | 1.py | timeout | 0.0ms | 94.0MB | 4950ms | 37ms | cpython 3.13.3 |
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 |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 170ms | 3.1ms | 26.6MB | 173ms | 10ms | haxe/cpp 4.3.6 |
python | 1.py | 380ms | 0.7ms | 104.8MB | 320ms | 43ms | pypy 3.10.16 |
haxe | 1.hx | 1298ms | 40ms | 20.3MB | 1337ms | 120ms | haxe/hl/jit 1.15.0 |
haxe | 1.hx | 1307ms | 5.9ms | 10.8MB | 1263ms | 133ms | haxe/hl/c 4.3.6 |
python | 1.py | 2901ms | 23ms | 37.3MB | 2873ms | 13ms | cpython 3.13.3 |
python | 1.py | timeout | 0.0ms | 48.9MB | 4943ms | 43ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 2.hx | 856ms | 5.0ms | 3.0MB | 843ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 1068ms | 2.6ms | 3.0MB | 1057ms | 0ms | haxe/hl/c 4.3.6 |
python | 2.py | 1361ms | 8.4ms | 60.3MB | 1333ms | 10ms | pypy 3.10.16 |
haxe | 3.hx | 1384ms | 8.3ms | 25.6MB | 1513ms | 33ms | haxe/cpp 4.3.6 |
haxe | 2.hx | 2410ms | 13ms | 3.6MB | 2400ms | 0ms | haxe/hl/jit 1.15.0 |
haxe | 1.hx | 2467ms | 0.4ms | 3.6MB | 2460ms | 0ms | haxe/hl/jit 1.15.0 |
python | 1.py | 2648ms | 10ms | 57.1MB | 2623ms | 10ms | pypy 3.10.16 |
haxe | 1.hx | timeout | 0.0ms | 4.5MB | 4990ms | 0ms | haxe/cpp 4.3.6 |
haxe | 2.hx | timeout | 0.0ms | 4.5MB | 4990ms | 0ms | haxe/cpp 4.3.6 |
haxe | 3.hx | timeout | 0.0ms | 3.3MB | 3920ms | 1600ms | haxe/hl/c 4.3.6 |
haxe | 3.hx | timeout | 0.0ms | 4.0MB | 4170ms | 1310ms | haxe/hl/jit 1.15.0 |
python | 1.py | timeout | 0.0ms | 8.9MB | 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 |
---|---|---|---|---|---|---|---|
haxe | 2.hx | 88ms | 0.6ms | 3.0MB | 80ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 111ms | 0.5ms | 3.0MB | 100ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 3.hx | 154ms | 1.9ms | 25.6MB | 147ms | 13ms | haxe/cpp 4.3.6 |
python | 2.py | 180ms | 3.2ms | 58.1MB | 153ms | 13ms | pypy 3.10.16 |
haxe | 2.hx | 245ms | 0.1ms | 3.6MB | 233ms | 0ms | haxe/hl/jit 1.15.0 |
haxe | 1.hx | 255ms | 2.4ms | 3.6MB | 247ms | 0ms | haxe/hl/jit 1.15.0 |
python | 1.py | 303ms | 4.6ms | 57.1MB | 280ms | 10ms | pypy 3.10.16 |
haxe | 3.hx | 669ms | 2.7ms | 3.1MB | 513ms | 213ms | haxe/hl/c 4.3.6 |
haxe | 2.hx | 674ms | 6.4ms | 4.4MB | 667ms | 0ms | haxe/cpp 4.3.6 |
haxe | 3.hx | 781ms | 7.2ms | 3.8MB | 637ms | 207ms | haxe/hl/jit 1.15.0 |
haxe | 1.hx | 811ms | 1.5ms | 4.4MB | 800ms | 0ms | haxe/cpp 4.3.6 |
python | 1.py | 943ms | 20ms | 8.3MB | 933ms | 0ms | pyston 3.8.12 |
python | 2.py | 1311ms | 6.8ms | 8.3MB | 1300ms | 0ms | pyston 3.8.12 |
python | 1.py | 3029ms | 49ms | 8.9MB | 3017ms | 0ms | cpython 3.13.3 |
python | 2.py | 3194ms | 81ms | 8.9MB | 3183ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 2510ms | 35ms | 369.7MB | 2443ms | 53ms | pypy 3.10.16 |
python | 2.py | 3001ms | 11ms | 632.9MB | 2817ms | 167ms | pyston 3.8.12 |
python | 1.py | 4815ms | 106ms | 320.4MB | 4753ms | 47ms | pyston 3.8.12 |
python | 1.py | timeout | 0.0ms | 321.4MB | 4960ms | 23ms | cpython 3.13.3 |
python | 2.py | timeout | 0.0ms | 633.8MB | 4820ms | 160ms | cpython 3.13.3 |
python | 2.py | timeout | 0.0ms | 959.9MB | 4717ms | 273ms | pypy 3.10.16 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 534ms | 6.8ms | 135.3MB | 497ms | 20ms | pypy 3.10.16 |
python | 2.py | 727ms | 14ms | 164.2MB | 683ms | 27ms | pyston 3.8.12 |
python | 1.py | 1059ms | 9.9ms | 86.0MB | 1033ms | 10ms | pyston 3.8.12 |
python | 2.py | 1436ms | 9.3ms | 165.0MB | 1393ms | 27ms | cpython 3.13.3 |
python | 2.py | 1518ms | 1.3ms | 290.1MB | 1430ms | 73ms | pypy 3.10.16 |
python | 1.py | 2777ms | 67ms | 87.0MB | 2753ms | 10ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 3896ms | 11ms | 3.3MB | 3883ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 7.0MB | 4990ms | 0ms | haxe/cpp 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 3.9MB | 4990ms | 0ms | haxe/hl/jit 1.15.0 |
python | 8.py | timeout | 0.0ms | 14.8MB | 40ms | 10ms | cpython 3.13.3 |
python | 8.py | timeout | 0.0ms | 95.2MB | 787ms | 80ms | pypy 3.10.16 |
python | 8.py | timeout | 0.0ms | 14.2MB | 37ms | 10ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 985ms | 3.4ms | 3.2MB | 973ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 2398ms | 1.9ms | 6.5MB | 2387ms | 0ms | haxe/cpp 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 3.8MB | 4990ms | 0ms | haxe/hl/jit 1.15.0 |
python | 8.py | timeout | 0.0ms | 14.6MB | 50ms | 10ms | cpython 3.13.3 |
python | 8.py | timeout | 0.0ms | 96.8MB | 1343ms | 173ms | pypy 3.10.16 |
python | 8.py | timeout | 0.0ms | 13.6MB | 53ms | 23ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 250ms | 2.4ms | 3.0MB | 240ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 603ms | 1.6ms | 5.4MB | 590ms | 0ms | haxe/cpp 4.3.6 |
python | 8-m.py | 1961ms | 11ms | 93.0MB | 6377ms | 250ms | pypy 3.10.16 |
haxe | 1.hx | 2301ms | 12ms | 3.8MB | 2290ms | 0ms | haxe/hl/jit 1.15.0 |
python | 8.py | timeout | 0.0ms | 14.3MB | 90ms | 17ms | cpython 3.13.3 |
python | 8.py | timeout | 0.0ms | 13.2MB | 153ms | 37ms | pyston 3.8.12 |