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 |
---|---|---|---|---|---|---|---|
cpp | 1.cpp | 1.0ms | 0.0ms | 1.4MB | 0ms | 0ms | g++ 11.4.0 |
cpp | 1.cpp | 1.3ms | 0.1ms | 2.3MB | 0ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
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 |
---|---|---|---|---|---|---|---|
cpp | 0-i.cpp | 167ms | 0.5ms | 1.5MB | 160ms | 0ms | g++ 11.4.0 |
cpp | 0-i.cpp | 171ms | 0.2ms | 2.3MB | 160ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 1.cpp | 313ms | 0.2ms | 1.8MB | 303ms | 0ms | g++ 11.4.0 |
cpp | 1.cpp | 331ms | 25ms | 2.3MB | 323ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
python | 2.py | 1353ms | 3.9ms | 58.1MB | 1330ms | 10ms | pypy 3.10.16 |
python | 1.py | 2669ms | 18ms | 57.1MB | 2643ms | 10ms | pypy 3.10.16 |
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 |
---|---|---|---|---|---|---|---|
cpp | 0-i.cpp | 19ms | 0.1ms | 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 | 0.4ms | 1.8MB | 30ms | 0ms | g++ 11.4.0 |
cpp | 1.cpp | 34ms | 0.3ms | 2.3MB | 30ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
python | 2.py | 177ms | 1.3ms | 58.1MB | 157ms | 10ms | pypy 3.10.16 |
python | 1.py | 305ms | 3.3ms | 57.0MB | 280ms | 10ms | pypy 3.10.16 |
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 |
---|---|---|---|---|---|---|---|
cpp | 1.cpp | 494ms | 10ms | 7.3MB | 483ms | 0ms | g++ 11.4.0 |
cpp | 1.cpp | 529ms | 1.4ms | 7.7MB | 520ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
python | 1.py | 2512ms | 35ms | 369.6MB | 2440ms | 57ms | pypy 3.10.16 |
python | 2.py | 2965ms | 38ms | 632.9MB | 2797ms | 153ms | pyston 3.8.12 |
python | 1.py | 4719ms | 55ms | 320.4MB | 4660ms | 47ms | pyston 3.8.12 |
python | 1.py | timeout | 0.0ms | 321.4MB | 4957ms | 30ms | cpython 3.13.3 |
python | 2.py | timeout | 0.0ms | 633.8MB | 4843ms | 143ms | cpython 3.13.3 |
python | 2.py | timeout | 0.0ms | 959.9MB | 4710ms | 280ms | pypy 3.10.16 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
cpp | 1.cpp | 121ms | 1.4ms | 3.6MB | 110ms | 0ms | g++ 11.4.0 |
cpp | 1.cpp | 132ms | 0.8ms | 4.1MB | 120ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
python | 1.py | 526ms | 2.9ms | 135.2MB | 490ms | 23ms | pypy 3.10.16 |
python | 2.py | 713ms | 3.4ms | 164.2MB | 670ms | 30ms | pyston 3.8.12 |
python | 1.py | 1069ms | 35ms | 86.0MB | 1047ms | 10ms | pyston 3.8.12 |
python | 2.py | 1424ms | 21ms | 165.0MB | 1380ms | 30ms | cpython 3.13.3 |
python | 2.py | 1518ms | 19ms | 290.3MB | 1427ms | 77ms | pypy 3.10.16 |
python | 1.py | 2702ms | 14ms | 86.9MB | 2680ms | 10ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
cpp | 8-m.cpp | 470ms | 2.9ms | 3.4MB | 1823ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 8-m.cpp | 483ms | 0.4ms | 2.1MB | 1880ms | 0ms | g++ 11.4.0 |
cpp | 6-im.cpp | 925ms | 8.4ms | 2.3MB | 3630ms | 0ms | g++ 11.4.0 |
cpp | 6-im.cpp | 926ms | 13ms | 3.4MB | 3623ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
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 |
---|---|---|---|---|---|---|---|
cpp | 8-m.cpp | 124ms | 0.4ms | 3.4MB | 460ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 8-m.cpp | 128ms | 1.3ms | 2.0MB | 477ms | 0ms | g++ 11.4.0 |
cpp | 6-im.cpp | 238ms | 1.4ms | 3.4MB | 907ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 6-im.cpp | 253ms | 24ms | 2.0MB | 953ms | 0ms | g++ 11.4.0 |
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 |
---|---|---|---|---|---|---|---|
cpp | 8-m.cpp | 40ms | 0.5ms | 2.0MB | 133ms | 0ms | g++ 11.4.0 |
cpp | 8-m.cpp | 41ms | 7.1ms | 3.5MB | 120ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 6-im.cpp | 65ms | 0.5ms | 3.5MB | 223ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 6-im.cpp | 68ms | 1.0ms | 2.0MB | 243ms | 0ms | g++ 11.4.0 |
python | 8-m.py | 1983ms | 24ms | 93.1MB | 6417ms | 257ms | pypy 3.10.16 |
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 |