Current benchmark data was generated on Thu May 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 | 1844ms | 2.1ms | 88.9MB | 1803ms | 27ms | pypy 3.10.16 |
python | 5-m.py | 2282ms | 26ms | 65.6MB | 3447ms | 880ms | pypy 3.10.16 |
python | 5-m.py | 2440ms | 42ms | 12.5MB | 3553ms | 983ms | pyston 3.8.12 |
python | 1.py | 3029ms | 17ms | 8.1MB | 3013ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 3360ms | 25ms | 13.8MB | 4480ms | 893ms | cpython 3.13.3 |
python | 1.py | 4658ms | 29ms | 8.9MB | 4647ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 248ms | 3.6ms | 63.3MB | 217ms | 13ms | pypy 3.10.16 |
python | 5-m.py | 310ms | 2.9ms | 12.5MB | 413ms | 133ms | pyston 3.8.12 |
python | 1.py | 316ms | 5.2ms | 8.1MB | 303ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 405ms | 7.8ms | 13.9MB | 507ms | 127ms | cpython 3.13.3 |
python | 5-m.py | 437ms | 3.3ms | 65.4MB | 743ms | 283ms | pypy 3.10.16 |
python | 1.py | 475ms | 3.8ms | 8.8MB | 463ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
cpp | 1.cpp | 1.0ms | 0.0ms | 1.4MB | 0ms | 0ms | g++ 11.4.0 |
cpp | 1.cpp | 1.5ms | 0.1ms | 2.3MB | 0ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
python | 1.py | 12ms | 0.6ms | 7.6MB | 0ms | 0ms | pyston 3.8.12 |
python | 1.py | 14ms | 1.0ms | 8.6MB | 10ms | 0ms | cpython 3.13.3 |
python | 1.py | 29ms | 1.3ms | 51.6MB | 10ms | 10ms | pypy 3.10.16 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 146ms | 2.0ms | 58.3MB | 120ms | 10ms | pypy 3.10.16 |
python | 1.py | 182ms | 1.5ms | 59.4MB | 157ms | 13ms | pypy 3.10.16 |
python | 1.py | 719ms | 4.1ms | 8.9MB | 707ms | 0ms | pyston 3.8.12 |
python | 2.py | 846ms | 13ms | 8.5MB | 833ms | 0ms | pyston 3.8.12 |
python | 1.py | 1151ms | 14ms | 9.5MB | 1137ms | 0ms | cpython 3.13.3 |
python | 2.py | 1319ms | 13ms | 9.1MB | 1307ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 338ms | 2.2ms | 59.3MB | 313ms | 10ms | pypy 3.10.16 |
python | 1.py | 385ms | 11ms | 60.3MB | 360ms | 13ms | pypy 3.10.16 |
python | 1.py | 2132ms | 15ms | 8.9MB | 2120ms | 0ms | pyston 3.8.12 |
python | 2.py | 2534ms | 37ms | 8.5MB | 2523ms | 0ms | pyston 3.8.12 |
python | 1.py | 3411ms | 66ms | 9.5MB | 3397ms | 0ms | cpython 3.13.3 |
python | 2.py | 3945ms | 23ms | 9.1MB | 3933ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 105ms | 0.6ms | 58.1MB | 80ms | 10ms | pypy 3.10.16 |
python | 1.py | 121ms | 3.1ms | 58.8MB | 97ms | 10ms | pypy 3.10.16 |
python | 1.py | 345ms | 3.5ms | 8.5MB | 330ms | 0ms | pyston 3.8.12 |
python | 2.py | 387ms | 4.3ms | 8.1MB | 373ms | 0ms | pyston 3.8.12 |
python | 1.py | 543ms | 3.8ms | 9.3MB | 533ms | 0ms | cpython 3.13.3 |
python | 2.py | 634ms | 7.0ms | 8.8MB | 620ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
cpp | 0-i.cpp | 167ms | 0.2ms | 1.5MB | 160ms | 0ms | g++ 11.4.0 |
cpp | 0-i.cpp | 171ms | 0.3ms | 2.3MB | 160ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 1.cpp | 314ms | 0.8ms | 2.3MB | 307ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 1.cpp | 315ms | 2.0ms | 1.8MB | 303ms | 0ms | g++ 11.4.0 |
python | 2.py | 1359ms | 3.9ms | 58.1MB | 1333ms | 10ms | pypy 3.10.16 |
python | 1.py | 2652ms | 15ms | 57.1MB | 2627ms | 13ms | pypy 3.10.16 |
python | 1.py | timeout | 0.0ms | 8.8MB | 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 |
---|---|---|---|---|---|---|---|
cpp | 0-i.cpp | 18ms | 0.0ms | 1.5MB | 10ms | 0ms | g++ 11.4.0 |
cpp | 0-i.cpp | 19ms | 0.2ms | 2.3MB | 10ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 1.cpp | 34ms | 0.3ms | 2.3MB | 27ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 1.cpp | 34ms | 0.9ms | 1.9MB | 30ms | 0ms | g++ 11.4.0 |
python | 2.py | 180ms | 3.6ms | 57.9MB | 153ms | 10ms | pypy 3.10.16 |
python | 1.py | 303ms | 3.1ms | 57.2MB | 280ms | 10ms | pypy 3.10.16 |
python | 1.py | 926ms | 7.5ms | 8.3MB | 910ms | 0ms | pyston 3.8.12 |
python | 2.py | 1300ms | 5.2ms | 8.3MB | 1293ms | 0ms | pyston 3.8.12 |
python | 1.py | 2952ms | 2.0ms | 8.9MB | 2940ms | 0ms | cpython 3.13.3 |
python | 2.py | 3262ms | 188ms | 8.9MB | 3250ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
cpp | 1.cpp | 487ms | 2.7ms | 7.3MB | 480ms | 0ms | g++ 11.4.0 |
cpp | 1.cpp | 531ms | 3.0ms | 7.8MB | 520ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
python | 1.py | 2568ms | 13ms | 369.6MB | 2497ms | 60ms | pypy 3.10.16 |
python | 2.py | 3071ms | 131ms | 633.0MB | 2887ms | 167ms | pyston 3.8.12 |
python | 1.py | 4763ms | 47ms | 320.4MB | 4703ms | 50ms | pyston 3.8.12 |
python | 1.py | timeout | 0.0ms | 321.3MB | 4960ms | 20ms | cpython 3.13.3 |
python | 2.py | timeout | 0.0ms | 633.7MB | 4823ms | 163ms | cpython 3.13.3 |
python | 2.py | timeout | 0.0ms | 959.9MB | 4720ms | 267ms | pypy 3.10.16 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
cpp | 1.cpp | 120ms | 1.9ms | 3.6MB | 110ms | 0ms | g++ 11.4.0 |
cpp | 1.cpp | 131ms | 2.1ms | 4.1MB | 120ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
python | 1.py | 533ms | 4.7ms | 135.3MB | 493ms | 23ms | pypy 3.10.16 |
python | 2.py | 719ms | 1.6ms | 164.2MB | 673ms | 30ms | pyston 3.8.12 |
python | 1.py | 1046ms | 3.4ms | 86.1MB | 1020ms | 10ms | pyston 3.8.12 |
python | 2.py | 1404ms | 6.2ms | 165.0MB | 1367ms | 27ms | cpython 3.13.3 |
python | 2.py | 1537ms | 17ms | 290.2MB | 1447ms | 77ms | pypy 3.10.16 |
python | 1.py | 2673ms | 5.0ms | 86.9MB | 2650ms | 10ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
cpp | 8-m.cpp | 469ms | 2.7ms | 3.4MB | 1823ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 8-m.cpp | 504ms | 36ms | 2.1MB | 1933ms | 0ms | g++ 11.4.0 |
cpp | 6-im.cpp | 919ms | 0.8ms | 3.4MB | 3610ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 6-im.cpp | 921ms | 0.4ms | 2.3MB | 3627ms | 0ms | g++ 11.4.0 |
python | 8.py | timeout | 0.0ms | 14.9MB | 40ms | 7ms | cpython 3.13.3 |
python | 8.py | timeout | 0.0ms | 95.8MB | 763ms | 77ms | pypy 3.10.16 |
python | 8.py | timeout | 0.0ms | 14.1MB | 30ms | 10ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
cpp | 8-m.cpp | 124ms | 1.3ms | 3.4MB | 460ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 8-m.cpp | 128ms | 0.2ms | 2.0MB | 480ms | 0ms | g++ 11.4.0 |
cpp | 6-im.cpp | 238ms | 1.7ms | 3.4MB | 907ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 6-im.cpp | 240ms | 4.3ms | 2.1MB | 917ms | 0ms | g++ 11.4.0 |
python | 8.py | timeout | 0.0ms | 14.5MB | 43ms | 10ms | cpython 3.13.3 |
python | 8.py | timeout | 0.0ms | 96.4MB | 1267ms | 177ms | pypy 3.10.16 |
python | 8.py | timeout | 0.0ms | 13.7MB | 53ms | 17ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
cpp | 8-m.cpp | 39ms | 0.1ms | 2.0MB | 130ms | 0ms | g++ 11.4.0 |
cpp | 8-m.cpp | 40ms | 8.1ms | 3.5MB | 117ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 6-im.cpp | 67ms | 0.1ms | 2.1MB | 240ms | 0ms | g++ 11.4.0 |
cpp | 6-im.cpp | 68ms | 4.7ms | 3.3MB | 230ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
python | 8-m.py | 1935ms | 16ms | 93.6MB | 6317ms | 250ms | pypy 3.10.16 |
python | 8.py | timeout | 0.0ms | 14.3MB | 83ms | 17ms | cpython 3.13.3 |
python | 8.py | timeout | 0.0ms | 13.1MB | 137ms | 30ms | pyston 3.8.12 |