Current benchmark data was generated on Mon May 19 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 | 1208ms | 7.9ms | 96.1MB | 1143ms | 53ms | pypy 3.10.16 |
haxe | 1.hx | 1312ms | 6.5ms | 144.0MB | 1500ms | 67ms | haxe/cpp 4.3.6 |
haxe | 2.hx | 4437ms | 43ms | 495.1MB | 4973ms | 263ms | haxe/cpp 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 48.6MB | 5723ms | 387ms | haxe/hl/c 4.3.6 |
haxe | 2.hx | timeout | 0.0ms | 83.2MB | 5100ms | 680ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 50.4MB | 7817ms | 433ms | haxe/hl/jit 1.15.0 |
haxe | 2.hx | timeout | 0.0ms | 130.9MB | 7407ms | 767ms | haxe/hl/jit 1.15.0 |
python | 1.py | timeout | 0.0ms | 40.9MB | 4963ms | 20ms | cpython 3.13.3 |
python | 1.py | timeout | 0.0ms | 40.5MB | 4757ms | 230ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 91ms | 2.9ms | 25.6MB | 87ms | 10ms | haxe/cpp 4.3.6 |
python | 1.py | 97ms | 2.2ms | 68.8MB | 70ms | 13ms | pypy 3.10.16 |
haxe | 2.hx | 397ms | 15ms | 58.1MB | 437ms | 23ms | haxe/cpp 4.3.6 |
python | 1.py | 476ms | 3.5ms | 11.9MB | 453ms | 10ms | pyston 3.8.12 |
haxe | 1.hx | 642ms | 4.2ms | 8.8MB | 613ms | 47ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 698ms | 13ms | 11.2MB | 767ms | 57ms | haxe/hl/jit 1.15.0 |
python | 1.py | 736ms | 14ms | 12.8MB | 723ms | 0ms | cpython 3.13.3 |
haxe | 2.hx | 944ms | 9.8ms | 13.7MB | 837ms | 147ms | haxe/hl/c 4.3.6 |
haxe | 2.hx | 1238ms | 51ms | 25.0MB | 1300ms | 173ms | haxe/hl/jit 1.15.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 1852ms | 2.6ms | 88.9MB | 1803ms | 30ms | pypy 3.10.16 |
python | 5-m.py | 2288ms | 4.5ms | 65.6MB | 3530ms | 820ms | pypy 3.10.16 |
haxe | 1.hx | 2394ms | 18ms | 25.6MB | 2327ms | 203ms | haxe/cpp 4.3.6 |
python | 5-m.py | 2438ms | 9.1ms | 12.5MB | 3527ms | 990ms | pyston 3.8.12 |
python | 1.py | 3053ms | 14ms | 8.1MB | 3040ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 3439ms | 104ms | 13.9MB | 4590ms | 917ms | cpython 3.13.3 |
python | 1.py | 4786ms | 32ms | 8.8MB | 4770ms | 0ms | cpython 3.13.3 |
haxe | 1.hx | timeout | 0.0ms | 3.1MB | 4367ms | 863ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 3.6MB | 4380ms | 870ms | haxe/hl/jit 1.15.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 249ms | 3.9ms | 63.3MB | 223ms | 13ms | pypy 3.10.16 |
haxe | 1.hx | 256ms | 12ms | 25.6MB | 227ms | 23ms | haxe/cpp 4.3.6 |
python | 5-m.py | 311ms | 2.2ms | 12.5MB | 393ms | 150ms | pyston 3.8.12 |
python | 1.py | 314ms | 3.8ms | 8.1MB | 300ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 405ms | 4.1ms | 13.9MB | 497ms | 133ms | cpython 3.13.3 |
python | 5-m.py | 442ms | 3.9ms | 65.6MB | 733ms | 303ms | pypy 3.10.16 |
python | 1.py | 495ms | 2.8ms | 8.9MB | 483ms | 0ms | cpython 3.13.3 |
haxe | 1.hx | 646ms | 0.5ms | 3.4MB | 553ms | 110ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 678ms | 2.1ms | 3.6MB | 593ms | 107ms | haxe/hl/jit 1.15.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 1.9ms | 0.1ms | 2.9MB | 0ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 2.2ms | 0.2ms | 4.4MB | 0ms | 0ms | haxe/cpp 4.3.6 |
haxe | 1.hx | 3.7ms | 0.2ms | 2.8MB | 0ms | 0ms | haxe/hl/jit 1.15.0 |
python | 1.py | 11ms | 0.3ms | 7.6MB | 0ms | 0ms | pyston 3.8.12 |
python | 1.py | 13ms | 0.5ms | 8.8MB | 10ms | 0ms | cpython 3.13.3 |
python | 1.py | 29ms | 1.2ms | 51.7MB | 10ms | 10ms | pypy 3.10.16 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 136ms | 1.8ms | 20.5MB | 120ms | 3ms | haxe/cpp 4.3.6 |
haxe | 1.hx | 136ms | 0.9ms | 3.0MB | 130ms | 0ms | haxe/hl/c 4.3.6 |
python | 2.py | 147ms | 4.7ms | 58.4MB | 123ms | 10ms | pypy 3.10.16 |
haxe | 1.hx | 158ms | 1.9ms | 3.8MB | 150ms | 0ms | haxe/hl/jit 1.15.0 |
python | 1.py | 178ms | 0.9ms | 59.5MB | 153ms | 10ms | pypy 3.10.16 |
python | 1.py | 729ms | 8.4ms | 8.9MB | 720ms | 0ms | pyston 3.8.12 |
python | 2.py | 843ms | 5.9ms | 8.5MB | 833ms | 0ms | pyston 3.8.12 |
python | 1.py | 1162ms | 0.5ms | 9.5MB | 1150ms | 0ms | cpython 3.13.3 |
python | 2.py | 1336ms | 11ms | 9.1MB | 1327ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 340ms | 1.6ms | 59.2MB | 317ms | 10ms | pypy 3.10.16 |
haxe | 1.hx | 377ms | 5.0ms | 25.5MB | 363ms | 10ms | haxe/cpp 4.3.6 |
python | 1.py | 379ms | 2.4ms | 60.4MB | 353ms | 13ms | pypy 3.10.16 |
haxe | 1.hx | 397ms | 1.2ms | 3.1MB | 383ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 463ms | 3.5ms | 3.9MB | 450ms | 0ms | haxe/hl/jit 1.15.0 |
python | 1.py | 2141ms | 9.4ms | 8.9MB | 2127ms | 0ms | pyston 3.8.12 |
python | 2.py | 2517ms | 56ms | 8.5MB | 2507ms | 0ms | pyston 3.8.12 |
python | 1.py | 3461ms | 59ms | 9.5MB | 3450ms | 0ms | cpython 3.13.3 |
python | 2.py | 3968ms | 103ms | 9.1MB | 3957ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 64ms | 0.6ms | 12.3MB | 50ms | 0ms | haxe/cpp 4.3.6 |
haxe | 1.hx | 67ms | 0.4ms | 3.1MB | 60ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 80ms | 0.7ms | 3.8MB | 70ms | 0ms | haxe/hl/jit 1.15.0 |
python | 2.py | 105ms | 0.4ms | 58.2MB | 80ms | 10ms | pypy 3.10.16 |
python | 1.py | 122ms | 3.4ms | 58.8MB | 100ms | 10ms | pypy 3.10.16 |
python | 1.py | 349ms | 0.5ms | 8.5MB | 340ms | 0ms | pyston 3.8.12 |
python | 2.py | 388ms | 5.3ms | 8.1MB | 373ms | 0ms | pyston 3.8.12 |
python | 1.py | 561ms | 4.3ms | 9.3MB | 547ms | 0ms | cpython 3.13.3 |
python | 2.py | 636ms | 2.8ms | 8.8MB | 627ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 921ms | 4.3ms | 95.0MB | 1023ms | 50ms | haxe/cpp 4.3.6 |
python | 1.py | 2218ms | 7.5ms | 202.7MB | 2107ms | 100ms | pypy 3.10.16 |
haxe | 1.hx | timeout | 0.0ms | 32.6MB | 5080ms | 467ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 55.1MB | 6033ms | 460ms | haxe/hl/jit 1.15.0 |
python | 1.py | timeout | 0.0ms | 94.0MB | 4950ms | 33ms | cpython 3.13.3 |
python | 1.py | timeout | 0.0ms | 130.3MB | 4933ms | 50ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 172ms | 4.5ms | 26.6MB | 170ms | 13ms | haxe/cpp 4.3.6 |
python | 1.py | 379ms | 3.2ms | 104.7MB | 323ms | 47ms | pypy 3.10.16 |
haxe | 1.hx | 1343ms | 20ms | 10.8MB | 1287ms | 143ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 1521ms | 17ms | 20.3MB | 1557ms | 143ms | haxe/hl/jit 1.15.0 |
python | 1.py | 3095ms | 22ms | 37.3MB | 3067ms | 10ms | cpython 3.13.3 |
python | 1.py | timeout | 0.0ms | 48.9MB | 4950ms | 33ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 2.hx | 855ms | 6.2ms | 3.0MB | 843ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 1067ms | 9.4ms | 3.0MB | 1057ms | 0ms | haxe/hl/c 4.3.6 |
python | 2.py | 1353ms | 3.9ms | 58.1MB | 1330ms | 10ms | pypy 3.10.16 |
haxe | 3.hx | 1396ms | 13ms | 25.6MB | 1600ms | 40ms | haxe/cpp 4.3.6 |
haxe | 2.hx | 2406ms | 5.6ms | 3.6MB | 2397ms | 0ms | haxe/hl/jit 1.15.0 |
haxe | 1.hx | 2473ms | 2.8ms | 3.6MB | 2463ms | 0ms | haxe/hl/jit 1.15.0 |
python | 1.py | 2669ms | 18ms | 57.1MB | 2643ms | 10ms | pypy 3.10.16 |
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 | 3.2MB | 3960ms | 1563ms | haxe/hl/c 4.3.6 |
haxe | 3.hx | timeout | 0.0ms | 3.9MB | 4203ms | 1287ms | 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 | 4987ms | 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 | 4983ms | 0ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 2.hx | 90ms | 1.5ms | 3.1MB | 80ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 111ms | 3.5ms | 3.0MB | 103ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 3.hx | 156ms | 1.9ms | 25.6MB | 157ms | 10ms | haxe/cpp 4.3.6 |
python | 2.py | 177ms | 1.3ms | 58.1MB | 157ms | 10ms | pypy 3.10.16 |
haxe | 2.hx | 246ms | 0.9ms | 3.6MB | 240ms | 0ms | haxe/hl/jit 1.15.0 |
haxe | 1.hx | 263ms | 14ms | 3.6MB | 253ms | 0ms | haxe/hl/jit 1.15.0 |
python | 1.py | 305ms | 3.3ms | 57.0MB | 280ms | 10ms | pypy 3.10.16 |
haxe | 3.hx | 671ms | 1.8ms | 3.3MB | 523ms | 203ms | haxe/hl/c 4.3.6 |
haxe | 2.hx | 673ms | 9.6ms | 4.4MB | 663ms | 0ms | haxe/cpp 4.3.6 |
haxe | 3.hx | 781ms | 4.9ms | 3.8MB | 627ms | 220ms | haxe/hl/jit 1.15.0 |
haxe | 1.hx | 806ms | 6.1ms | 4.4MB | 797ms | 0ms | haxe/cpp 4.3.6 |
python | 1.py | 928ms | 11ms | 8.3MB | 917ms | 0ms | pyston 3.8.12 |
python | 2.py | 1294ms | 2.1ms | 8.1MB | 1280ms | 0ms | pyston 3.8.12 |
python | 1.py | 2942ms | 8.2ms | 8.8MB | 2930ms | 0ms | cpython 3.13.3 |
python | 2.py | 3274ms | 97ms | 8.9MB | 3263ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 3900ms | 6.3ms | 3.4MB | 3887ms | 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 | 14.9MB | 37ms | 10ms | cpython 3.13.3 |
python | 8.py | timeout | 0.0ms | 95.9MB | 810ms | 90ms | pypy 3.10.16 |
python | 8.py | timeout | 0.0ms | 14.1MB | 30ms | 13ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 983ms | 3.9ms | 3.3MB | 970ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 2400ms | 2.4ms | 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 | 47ms | 10ms | cpython 3.13.3 |
python | 8.py | timeout | 0.0ms | 96.4MB | 1343ms | 187ms | pypy 3.10.16 |
python | 8.py | timeout | 0.0ms | 13.6MB | 57ms | 10ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 251ms | 2.3ms | 3.0MB | 240ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 603ms | 0.3ms | 5.3MB | 590ms | 0ms | haxe/cpp 4.3.6 |
python | 8-m.py | 1983ms | 24ms | 93.1MB | 6417ms | 257ms | pypy 3.10.16 |
haxe | 1.hx | 2307ms | 6.7ms | 3.6MB | 2297ms | 0ms | haxe/hl/jit 1.15.0 |
python | 8.py | timeout | 0.0ms | 14.3MB | 87ms | 23ms | cpython 3.13.3 |
python | 8.py | timeout | 0.0ms | 13.4MB | 140ms | 33ms | pyston 3.8.12 |