Current benchmark data was generated on Tue Jul 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 | 1158ms | 1.0ms | 96.1MB | 1093ms | 53ms | pypy 3.10.16 |
haxe | 1.hx | 1350ms | 7.6ms | 143.9MB | 1543ms | 67ms | haxe/cpp 4.3.6 |
haxe | 2.hx | 4488ms | 22ms | 495.1MB | 5047ms | 253ms | haxe/cpp 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 48.6MB | 5730ms | 390ms | haxe/hl/c 4.3.6 |
haxe | 2.hx | timeout | 0.0ms | 83.0MB | 5197ms | 670ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 50.4MB | 7673ms | 410ms | haxe/hl/jit 1.16.0 |
haxe | 2.hx | timeout | 0.0ms | 130.9MB | 7593ms | 773ms | haxe/hl/jit 1.16.0 |
python | 1.py | timeout | 0.0ms | 41.0MB | 4963ms | 17ms | cpython 3.13.5 |
python | 1.py | timeout | 0.0ms | 40.5MB | 4753ms | 233ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 91ms | 0.4ms | 25.6MB | 83ms | 10ms | haxe/cpp 4.3.6 |
python | 1.py | 93ms | 0.2ms | 68.8MB | 67ms | 17ms | pypy 3.10.16 |
haxe | 2.hx | 411ms | 5.4ms | 58.3MB | 453ms | 27ms | haxe/cpp 4.3.6 |
python | 1.py | 477ms | 1.2ms | 11.9MB | 453ms | 13ms | pyston 3.8.12 |
haxe | 1.hx | 668ms | 23ms | 8.7MB | 637ms | 50ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 713ms | 53ms | 11.2MB | 790ms | 57ms | haxe/hl/jit 1.16.0 |
python | 1.py | 718ms | 3.5ms | 13.0MB | 707ms | 0ms | cpython 3.13.5 |
haxe | 2.hx | 979ms | 37ms | 13.6MB | 883ms | 150ms | haxe/hl/c 4.3.6 |
haxe | 2.hx | 1273ms | 68ms | 25.0MB | 1337ms | 187ms | haxe/hl/jit 1.16.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 1857ms | 11ms | 88.9MB | 1810ms | 30ms | pypy 3.10.16 |
python | 5-m.py | 2292ms | 35ms | 65.6MB | 3537ms | 850ms | pypy 3.10.16 |
haxe | 1.hx | 2386ms | 0.4ms | 25.6MB | 2323ms | 190ms | haxe/cpp 4.3.6 |
python | 5-m.py | 2462ms | 20ms | 12.5MB | 3543ms | 983ms | pyston 3.8.12 |
python | 1.py | 3024ms | 23ms | 8.1MB | 3007ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 3410ms | 32ms | 13.8MB | 4480ms | 947ms | cpython 3.13.5 |
python | 1.py | 4667ms | 43ms | 9.0MB | 4653ms | 0ms | cpython 3.13.5 |
haxe | 1.hx | timeout | 0.0ms | 3.2MB | 4347ms | 877ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 3.7MB | 4373ms | 870ms | haxe/hl/jit 1.16.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 250ms | 0.9ms | 63.4MB | 220ms | 10ms | pypy 3.10.16 |
haxe | 1.hx | 253ms | 3.2ms | 25.6MB | 230ms | 27ms | haxe/cpp 4.3.6 |
python | 5-m.py | 315ms | 11ms | 12.5MB | 390ms | 157ms | pyston 3.8.12 |
python | 1.py | 315ms | 4.7ms | 8.1MB | 303ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 407ms | 7.3ms | 13.8MB | 483ms | 143ms | cpython 3.13.5 |
python | 5-m.py | 446ms | 3.8ms | 65.6MB | 753ms | 297ms | pypy 3.10.16 |
python | 1.py | 484ms | 2.4ms | 9.0MB | 470ms | 0ms | cpython 3.13.5 |
haxe | 1.hx | 661ms | 18ms | 3.3MB | 557ms | 120ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 684ms | 4.4ms | 3.6MB | 600ms | 100ms | haxe/hl/jit 1.16.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 1.8ms | 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 | 3.3ms | 0.1ms | 2.8MB | 0ms | 0ms | haxe/hl/jit 1.16.0 |
python | 1.py | 12ms | 0.7ms | 7.6MB | 10ms | 0ms | pyston 3.8.12 |
python | 1.py | 15ms | 1.2ms | 8.8MB | 10ms | 0ms | cpython 3.13.5 |
python | 1.py | 30ms | 0.9ms | 51.7MB | 6ms | 12ms | pypy 3.10.16 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 134ms | 1.8ms | 20.4MB | 120ms | 0ms | haxe/cpp 4.3.6 |
haxe | 1.hx | 138ms | 0.7ms | 3.0MB | 130ms | 0ms | haxe/hl/c 4.3.6 |
python | 2.py | 147ms | 1.1ms | 58.3MB | 120ms | 10ms | pypy 3.10.16 |
haxe | 1.hx | 158ms | 3.2ms | 3.8MB | 150ms | 0ms | haxe/hl/jit 1.16.0 |
python | 1.py | 178ms | 1.7ms | 59.4MB | 153ms | 10ms | pypy 3.10.16 |
python | 1.py | 730ms | 8.0ms | 8.9MB | 720ms | 0ms | pyston 3.8.12 |
python | 2.py | 850ms | 11ms | 8.5MB | 840ms | 0ms | pyston 3.8.12 |
python | 1.py | 1141ms | 7.1ms | 9.5MB | 1133ms | 0ms | cpython 3.13.5 |
python | 2.py | 1304ms | 8.0ms | 9.3MB | 1290ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 339ms | 1.2ms | 60.5MB | 317ms | 10ms | pypy 3.10.16 |
haxe | 1.hx | 377ms | 1.5ms | 25.6MB | 370ms | 0ms | haxe/cpp 4.3.6 |
python | 1.py | 380ms | 4.2ms | 60.3MB | 357ms | 10ms | pypy 3.10.16 |
haxe | 1.hx | 397ms | 6.3ms | 3.1MB | 390ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 461ms | 6.7ms | 3.8MB | 447ms | 0ms | haxe/hl/jit 1.16.0 |
python | 1.py | 2148ms | 10ms | 8.9MB | 2137ms | 0ms | pyston 3.8.12 |
python | 2.py | 2496ms | 44ms | 8.5MB | 2483ms | 0ms | pyston 3.8.12 |
python | 1.py | 3362ms | 46ms | 9.5MB | 3350ms | 0ms | cpython 3.13.5 |
python | 2.py | 3908ms | 18ms | 9.3MB | 3897ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 63ms | 1.3ms | 12.3MB | 50ms | 0ms | haxe/cpp 4.3.6 |
haxe | 1.hx | 67ms | 0.7ms | 3.0MB | 60ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 80ms | 0.5ms | 3.6MB | 70ms | 0ms | haxe/hl/jit 1.16.0 |
python | 2.py | 107ms | 3.6ms | 58.2MB | 80ms | 10ms | pypy 3.10.16 |
python | 1.py | 122ms | 3.9ms | 58.8MB | 97ms | 10ms | pypy 3.10.16 |
python | 1.py | 355ms | 5.9ms | 8.5MB | 343ms | 0ms | pyston 3.8.12 |
python | 2.py | 385ms | 2.9ms | 8.1MB | 373ms | 0ms | pyston 3.8.12 |
python | 1.py | 537ms | 11ms | 9.3MB | 527ms | 0ms | cpython 3.13.5 |
python | 2.py | 628ms | 9.6ms | 8.9MB | 617ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 918ms | 0.6ms | 95.0MB | 1023ms | 43ms | haxe/cpp 4.3.6 |
python | 1.py | 2196ms | 9.7ms | 202.5MB | 2077ms | 100ms | pypy 3.10.16 |
haxe | 1.hx | timeout | 0.0ms | 32.6MB | 5057ms | 457ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 55.1MB | 6137ms | 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 | 130.3MB | 4930ms | 57ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 186ms | 8.5ms | 26.6MB | 190ms | 3ms | haxe/cpp 4.3.6 |
python | 1.py | 385ms | 4.5ms | 104.7MB | 323ms | 50ms | pypy 3.10.16 |
haxe | 1.hx | 1401ms | 85ms | 10.7MB | 1320ms | 157ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 1668ms | 5.5ms | 20.3MB | 1743ms | 150ms | haxe/hl/jit 1.16.0 |
python | 1.py | 3347ms | 32ms | 37.4MB | 3317ms | 13ms | cpython 3.13.5 |
python | 1.py | timeout | 0.0ms | 48.9MB | 4953ms | 37ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 2.hx | 870ms | 25ms | 3.0MB | 860ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 1072ms | 15ms | 3.0MB | 1063ms | 0ms | haxe/hl/c 4.3.6 |
python | 2.py | 1358ms | 8.1ms | 58.1MB | 1333ms | 10ms | pypy 3.10.16 |
haxe | 3.hx | 1407ms | 15ms | 25.6MB | 1640ms | 33ms | haxe/cpp 4.3.6 |
haxe | 2.hx | 2409ms | 10ms | 3.8MB | 2400ms | 0ms | haxe/hl/jit 1.16.0 |
haxe | 1.hx | 2472ms | 13ms | 3.6MB | 2463ms | 0ms | haxe/hl/jit 1.16.0 |
python | 1.py | 2644ms | 7.4ms | 57.0MB | 2620ms | 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 | 3.4MB | 3940ms | 1563ms | haxe/hl/c 4.3.6 |
haxe | 3.hx | timeout | 0.0ms | 3.8MB | 4113ms | 1343ms | 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 | 90ms | 1.5ms | 3.0MB | 80ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 112ms | 4.0ms | 3.0MB | 103ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 3.hx | 158ms | 2.9ms | 25.6MB | 163ms | 10ms | haxe/cpp 4.3.6 |
python | 2.py | 182ms | 1.2ms | 57.9MB | 160ms | 10ms | pypy 3.10.16 |
haxe | 2.hx | 247ms | 0.8ms | 3.6MB | 240ms | 0ms | haxe/hl/jit 1.16.0 |
haxe | 1.hx | 253ms | 3.2ms | 3.6MB | 243ms | 0ms | haxe/hl/jit 1.16.0 |
python | 1.py | 304ms | 1.2ms | 57.1MB | 280ms | 10ms | pypy 3.10.16 |
haxe | 2.hx | 681ms | 16ms | 4.4MB | 670ms | 0ms | haxe/cpp 4.3.6 |
haxe | 3.hx | 744ms | 120ms | 3.1MB | 603ms | 197ms | haxe/hl/c 4.3.6 |
haxe | 3.hx | 793ms | 3.6ms | 3.8MB | 663ms | 190ms | haxe/hl/jit 1.16.0 |
haxe | 1.hx | 806ms | 1.4ms | 4.4MB | 797ms | 0ms | haxe/cpp 4.3.6 |
python | 1.py | 921ms | 6.9ms | 8.4MB | 910ms | 0ms | pyston 3.8.12 |
python | 2.py | 1314ms | 5.3ms | 8.3MB | 1300ms | 0ms | pyston 3.8.12 |
python | 2.py | 2943ms | 21ms | 9.0MB | 2930ms | 0ms | cpython 3.13.5 |
python | 1.py | 3003ms | 91ms | 9.0MB | 2990ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 3899ms | 5.5ms | 3.3MB | 3883ms | 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 | 95.9MB | 787ms | 80ms | pypy 3.10.16 |
python | 8.py | timeout | 0.0ms | 14.4MB | 33ms | 10ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 983ms | 3.6ms | 3.1MB | 970ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 2397ms | 1.1ms | 6.5MB | 2387ms | 0ms | haxe/cpp 4.3.6 |
haxe | 1.hx | timeout | 0.0ms | 3.7MB | 4990ms | 0ms | haxe/hl/jit 1.16.0 |
python | 8.py | timeout | 0.0ms | 14.5MB | 47ms | 13ms | cpython 3.13.5 |
python | 8.py | timeout | 0.0ms | 95.6MB | 1280ms | 180ms | pypy 3.10.16 |
python | 8.py | timeout | 0.0ms | 13.6MB | 60ms | 13ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
haxe | 1.hx | 253ms | 1.7ms | 3.1MB | 240ms | 0ms | haxe/hl/c 4.3.6 |
haxe | 1.hx | 604ms | 1.3ms | 5.4MB | 590ms | 0ms | haxe/cpp 4.3.6 |
python | 8-m.py | 1948ms | 18ms | 92.9MB | 6303ms | 253ms | pypy 3.10.16 |
haxe | 1.hx | 2306ms | 9.6ms | 3.6MB | 2293ms | 0ms | haxe/hl/jit 1.16.0 |
python | 8.py | timeout | 0.0ms | 14.3MB | 80ms | 20ms | cpython 3.13.5 |
python | 8.py | timeout | 0.0ms | 13.1MB | 150ms | 30ms | pyston 3.8.12 |