Current benchmark data was generated on Sun Jul 13 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 | 1162ms | 7.5ms | 96.8MB | 1097ms | 47ms | pypy 3.11.13 |
haxe | 1.hx | 1311ms | 12ms | 144.0MB | 1490ms | 67ms | haxe/cpp 4.3.6 |
haxe | 2.hx | 4393ms | 32ms | 495.3MB | 4950ms | 253ms | haxe/cpp 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 48.6MB | 5573ms | 410ms | haxe/hl/c 4.3.6 |
haxe | 2.hx | timeout | 0.0ms | 83.0MB | 5077ms | 677ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 51.1MB | 7727ms | 420ms | haxe/hl/jit 1.16.0 |
haxe | 2.hx | timeout | 0.0ms | 130.9MB | 7430ms | 763ms | haxe/hl/jit 1.16.0 |
python | 1.py | timeout | 0.0ms | 41.0MB | 4973ms | 10ms | cpython 3.13.5 |
python | 1.py | timeout | 0.0ms | 40.5MB | 4743ms | 240ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 89ms | 1.8ms | 25.6MB | 83ms | 7ms | haxe/cpp 4.3.6 |
python | 1.py | 94ms | 1.5ms | 68.2MB | 67ms | 13ms | pypy 3.11.13 |
haxe | 2.hx | 401ms | 15ms | 58.3MB | 437ms | 27ms | haxe/cpp 4.3.6 |
python | 1.py | 478ms | 3.6ms | 11.9MB | 457ms | 10ms | pyston 3.8.12 |
haxe | 1.hx | 639ms | 3.4ms | 8.9MB | 610ms | 40ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 676ms | 10ms | 11.2MB | 747ms | 53ms | haxe/hl/jit 1.16.0 |
python | 1.py | 727ms | 3.3ms | 12.9MB | 717ms | 0ms | cpython 3.13.5 |
haxe | 2.hx | 916ms | 2.0ms | 13.6MB | 807ms | 147ms | haxe/hl/c 4.3.6 |
haxe | 2.hx | 954ms | 12ms | 25.0MB | 927ms | 173ms | haxe/hl/jit 1.16.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 2206ms | 28ms | 89.1MB | 2163ms | 33ms | pypy 3.11.13 |
python | 5-m.py | 2331ms | 44ms | 66.1MB | 3597ms | 827ms | pypy 3.11.13 |
haxe | 1.hx | 2367ms | 7.6ms | 25.6MB | 2247ms | 210ms | haxe/cpp 4.3.6 |
python | 5-m.py | 2434ms | 24ms | 12.5MB | 3547ms | 953ms | pyston 3.8.12 |
python | 1.py | 3030ms | 35ms | 8.1MB | 3013ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 3359ms | 19ms | 13.8MB | 4437ms | 910ms | cpython 3.13.5 |
python | 1.py | 4658ms | 45ms | 9.0MB | 4647ms | 0ms | cpython 3.13.5 |
haxe | 1.hx | timeout | 0.0ms | 3.2MB | 4373ms | 847ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 3.6MB | 4380ms | 853ms | haxe/hl/jit 1.16.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 253ms | 3.1ms | 25.6MB | 230ms | 20ms | haxe/cpp 4.3.6 |
python | 1.py | 279ms | 5.1ms | 63.3MB | 253ms | 10ms | pypy 3.11.13 |
python | 5-m.py | 310ms | 3.6ms | 12.5MB | 397ms | 147ms | pyston 3.8.12 |
python | 1.py | 314ms | 1.1ms | 8.1MB | 300ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 393ms | 1.0ms | 13.8MB | 473ms | 127ms | cpython 3.13.5 |
python | 5-m.py | 449ms | 2.7ms | 66.2MB | 743ms | 297ms | pypy 3.11.13 |
python | 1.py | 486ms | 1.2ms | 9.0MB | 473ms | 0ms | cpython 3.13.5 |
haxe | 1.hx | 652ms | 2.2ms | 3.3MB | 557ms | 110ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 680ms | 1.4ms | 3.6MB | 590ms | 107ms | haxe/hl/jit 1.16.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 1.9ms | 0.3ms | 2.9MB | 0ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 2.3ms | 0.3ms | 4.3MB | 0ms | 0ms | haxe/cpp 4.3.6 |
haxe | 1.hx | 3.6ms | 0.4ms | 2.9MB | 0ms | 0ms | haxe/hl/jit 1.16.0 |
python | 1.py | 12ms | 0.8ms | 7.6MB | 0ms | 0ms | pyston 3.8.12 |
python | 1.py | 14ms | 1.2ms | 8.8MB | 10ms | 0ms | cpython 3.13.5 |
python | 1.py | 30ms | 0.8ms | 52.3MB | 10ms | 10ms | pypy 3.11.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 135ms | 2.7ms | 20.4MB | 120ms | 7ms | haxe/cpp 4.3.6 |
haxe | 1.hx | 136ms | 1.8ms | 3.0MB | 130ms | 0ms | haxe/hl/c 4.3.6 |
python | 2.py | 154ms | 2.4ms | 58.9MB | 130ms | 10ms | pypy 3.11.13 |
haxe | 1.hx | 157ms | 3.3ms | 3.8MB | 143ms | 0ms | haxe/hl/jit 1.16.0 |
python | 1.py | 187ms | 3.8ms | 59.8MB | 160ms | 10ms | pypy 3.11.13 |
python | 1.py | 730ms | 3.4ms | 8.9MB | 720ms | 0ms | pyston 3.8.12 |
python | 2.py | 845ms | 19ms | 8.5MB | 833ms | 0ms | pyston 3.8.12 |
python | 1.py | 1136ms | 8.0ms | 9.5MB | 1123ms | 0ms | cpython 3.13.5 |
python | 2.py | 1323ms | 19ms | 9.3MB | 1310ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 361ms | 2.1ms | 59.7MB | 330ms | 10ms | pypy 3.11.13 |
haxe | 1.hx | 380ms | 0.6ms | 25.5MB | 367ms | 3ms | haxe/cpp 4.3.6 |
haxe | 1.hx | 400ms | 2.5ms | 3.0MB | 387ms | 0ms | haxe/hl/c 4.3.6 |
python | 1.py | 401ms | 4.8ms | 60.9MB | 377ms | 13ms | pypy 3.11.13 |
haxe | 1.hx | 461ms | 1.2ms | 3.8MB | 450ms | 0ms | haxe/hl/jit 1.16.0 |
python | 1.py | 2157ms | 16ms | 8.9MB | 2143ms | 0ms | pyston 3.8.12 |
python | 2.py | 2513ms | 23ms | 8.5MB | 2503ms | 0ms | pyston 3.8.12 |
python | 1.py | 3335ms | 53ms | 9.5MB | 3320ms | 0ms | cpython 3.13.5 |
python | 2.py | 3942ms | 29ms | 9.3MB | 3930ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 63ms | 0.1ms | 12.3MB | 50ms | 0ms | haxe/cpp 4.3.6 |
haxe | 1.hx | 67ms | 0.7ms | 3.1MB | 60ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 78ms | 0.7ms | 3.8MB | 70ms | 0ms | haxe/hl/jit 1.16.0 |
python | 2.py | 109ms | 3.1ms | 58.1MB | 87ms | 10ms | pypy 3.11.13 |
python | 1.py | 124ms | 3.2ms | 59.4MB | 103ms | 10ms | pypy 3.11.13 |
python | 1.py | 361ms | 6.0ms | 8.5MB | 347ms | 0ms | pyston 3.8.12 |
python | 2.py | 388ms | 3.0ms | 8.1MB | 377ms | 0ms | pyston 3.8.12 |
python | 1.py | 534ms | 6.3ms | 9.3MB | 523ms | 0ms | cpython 3.13.5 |
python | 2.py | 638ms | 7.1ms | 8.9MB | 627ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 910ms | 10ms | 95.0MB | 1013ms | 50ms | haxe/cpp 4.3.6 |
python | 1.py | 2184ms | 9.5ms | 204.9MB | 2073ms | 97ms | pypy 3.11.13 |
haxe | 1.hx | timeout | 0.0ms | 32.6MB | 4943ms | 517ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 55.1MB | 5973ms | 470ms | haxe/hl/jit 1.16.0 |
python | 1.py | timeout | 0.0ms | 94.1MB | 4960ms | 27ms | cpython 3.13.5 |
python | 1.py | timeout | 0.0ms | 130.4MB | 4940ms | 47ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 174ms | 3.9ms | 26.6MB | 180ms | 10ms | haxe/cpp 4.3.6 |
python | 1.py | 378ms | 3.7ms | 105.2MB | 320ms | 47ms | pypy 3.11.13 |
haxe | 1.hx | 1303ms | 5.0ms | 10.7MB | 1240ms | 137ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 1313ms | 5.8ms | 20.4MB | 1327ms | 127ms | haxe/hl/jit 1.16.0 |
python | 1.py | 2994ms | 19ms | 37.4MB | 2970ms | 10ms | cpython 3.13.5 |
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 | 5.4ms | 3.1MB | 843ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 1062ms | 2.4ms | 3.1MB | 1053ms | 0ms | haxe/hl/c 4.3.6 |
python | 2.py | 1348ms | 4.2ms | 60.6MB | 1320ms | 10ms | pypy 3.11.13 |
haxe | 3.hx | 1386ms | 1.4ms | 25.8MB | 1533ms | 30ms | haxe/cpp 4.3.6 |
haxe | 2.hx | 2400ms | 5.3ms | 3.6MB | 2393ms | 0ms | haxe/hl/jit 1.16.0 |
haxe | 1.hx | 2475ms | 2.8ms | 3.8MB | 2467ms | 0ms | haxe/hl/jit 1.16.0 |
python | 1.py | 2705ms | 69ms | 57.8MB | 2677ms | 13ms | pypy 3.11.13 |
haxe | 1.hx | timeout | 0.0ms | 4.4MB | 4990ms | 0ms | haxe/cpp 4.3.6 |
haxe | 2.hx | timeout | 0.0ms | 4.4MB | 4990ms | 0ms | haxe/cpp 4.3.6 |
haxe | 3.hx | timeout | 0.0ms | 3.1MB | 3940ms | 1570ms | haxe/hl/c 4.3.6 |
haxe | 3.hx | timeout | 0.0ms | 4.0MB | 4160ms | 1310ms | haxe/hl/jit 1.16.0 |
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 |
---|---|---|---|---|---|---|---|
haxe | 2.hx | 89ms | 2.0ms | 3.0MB | 80ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 110ms | 1.4ms | 3.0MB | 100ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 3.hx | 152ms | 0.9ms | 25.6MB | 153ms | 7ms | haxe/cpp 4.3.6 |
python | 2.py | 178ms | 3.3ms | 58.3MB | 153ms | 10ms | pypy 3.11.13 |
haxe | 2.hx | 245ms | 0.5ms | 3.8MB | 237ms | 0ms | haxe/hl/jit 1.16.0 |
haxe | 1.hx | 252ms | 1.0ms | 3.6MB | 240ms | 0ms | haxe/hl/jit 1.16.0 |
python | 1.py | 309ms | 4.0ms | 57.8MB | 287ms | 10ms | pypy 3.11.13 |
haxe | 2.hx | 674ms | 2.5ms | 4.4MB | 663ms | 0ms | haxe/cpp 4.3.6 |
haxe | 3.hx | 677ms | 2.3ms | 3.1MB | 523ms | 210ms | haxe/hl/c 4.3.6 |
haxe | 3.hx | 786ms | 5.0ms | 3.8MB | 643ms | 210ms | haxe/hl/jit 1.16.0 |
haxe | 1.hx | 808ms | 3.0ms | 4.4MB | 797ms | 0ms | haxe/cpp 4.3.6 |
python | 1.py | 936ms | 11ms | 8.3MB | 927ms | 0ms | pyston 3.8.12 |
python | 2.py | 1312ms | 18ms | 8.3MB | 1300ms | 0ms | pyston 3.8.12 |
python | 1.py | 2893ms | 26ms | 8.9MB | 2883ms | 0ms | cpython 3.13.5 |
python | 2.py | 3043ms | 14ms | 9.0MB | 3030ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 3902ms | 1.6ms | 3.4MB | 3890ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 6.9MB | 4990ms | 0ms | haxe/cpp 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 3.9MB | 4990ms | 0ms | haxe/hl/jit 1.16.0 |
python | 8.py | timeout | 0.0ms | 14.8MB | 33ms | 10ms | cpython 3.13.5 |
python | 8.py | timeout | 0.0ms | 94.7MB | 680ms | 60ms | pypy 3.11.13 |
python | 8.py | timeout | 0.0ms | 14.2MB | 33ms | 13ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 985ms | 5.5ms | 3.1MB | 973ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 2400ms | 2.6ms | 6.6MB | 2390ms | 0ms | haxe/cpp 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 3.9MB | 4990ms | 0ms | haxe/hl/jit 1.16.0 |
python | 8.py | timeout | 0.0ms | 14.5MB | 43ms | 10ms | cpython 3.13.5 |
python | 8.py | timeout | 0.0ms | 97.8MB | 1170ms | 147ms | pypy 3.11.13 |
python | 8.py | timeout | 0.0ms | 13.6MB | 57ms | 20ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 252ms | 2.8ms | 3.0MB | 240ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 603ms | 0.4ms | 5.4MB | 590ms | 0ms | haxe/cpp 4.3.6 |
python | 8-m.py | 2134ms | 4.9ms | 94.1MB | 7090ms | 240ms | pypy 3.11.13 |
haxe | 1.hx | 2305ms | 1.8ms | 3.7MB | 2297ms | 0ms | haxe/hl/jit 1.16.0 |
python | 8.py | timeout | 0.0ms | 14.0MB | 87ms | 17ms | cpython 3.13.5 |
python | 8.py | timeout | 0.0ms | 13.2MB | 133ms | 33ms | pyston 3.8.12 |