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 |
---|---|---|---|---|---|---|---|
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 | 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 |
---|---|---|---|---|---|---|---|
cpp | 0-i.cpp | 167ms | 0.3ms | 1.5MB | 160ms | 0ms | g++ 11.4.0 |
cpp | 0-i.cpp | 171ms | 0.8ms | 2.3MB | 160ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 1.cpp | 314ms | 1.3ms | 1.8MB | 307ms | 0ms | g++ 11.4.0 |
cpp | 1.cpp | 316ms | 1.0ms | 2.3MB | 310ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
python | 2.py | 1348ms | 4.2ms | 60.6MB | 1320ms | 10ms | pypy 3.11.13 |
python | 1.py | 2705ms | 69ms | 57.8MB | 2677ms | 13ms | pypy 3.11.13 |
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 |
---|---|---|---|---|---|---|---|
cpp | 0-i.cpp | 18ms | 0.1ms | 1.5MB | 10ms | 0ms | g++ 11.4.0 |
cpp | 0-i.cpp | 19ms | 0.4ms | 2.3MB | 10ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 1.cpp | 34ms | 0.6ms | 2.3MB | 30ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 1.cpp | 34ms | 0.9ms | 1.8MB | 30ms | 0ms | g++ 11.4.0 |
python | 2.py | 178ms | 3.3ms | 58.3MB | 153ms | 10ms | pypy 3.11.13 |
python | 1.py | 309ms | 4.0ms | 57.8MB | 287ms | 10ms | pypy 3.11.13 |
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 |
---|---|---|---|---|---|---|---|
cpp | 1.cpp | 484ms | 1.6ms | 7.3MB | 477ms | 0ms | g++ 11.4.0 |
cpp | 1.cpp | 528ms | 2.2ms | 7.7MB | 520ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
python | 1.py | 2498ms | 18ms | 369.9MB | 2430ms | 53ms | pypy 3.11.13 |
python | 2.py | 2971ms | 13ms | 632.9MB | 2787ms | 167ms | pyston 3.8.12 |
python | 1.py | 4747ms | 19ms | 320.5MB | 4687ms | 47ms | pyston 3.8.12 |
python | 1.py | timeout | 0.0ms | 321.4MB | 4960ms | 23ms | cpython 3.13.5 |
python | 2.py | timeout | 0.0ms | 633.8MB | 4823ms | 163ms | cpython 3.13.5 |
python | 2.py | timeout | 0.0ms | 1017.5MB | 4707ms | 280ms | pypy 3.11.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
cpp | 1.cpp | 119ms | 1.7ms | 3.6MB | 110ms | 0ms | g++ 11.4.0 |
cpp | 1.cpp | 133ms | 0.8ms | 4.0MB | 120ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
python | 1.py | 525ms | 4.9ms | 135.5MB | 487ms | 20ms | pypy 3.11.13 |
python | 2.py | 721ms | 2.3ms | 164.2MB | 670ms | 33ms | pyston 3.8.12 |
python | 1.py | 1066ms | 26ms | 86.0MB | 1043ms | 10ms | pyston 3.8.12 |
python | 2.py | 1385ms | 12ms | 290.8MB | 1297ms | 73ms | pypy 3.11.13 |
python | 2.py | 1398ms | 5.5ms | 165.1MB | 1353ms | 30ms | cpython 3.13.5 |
python | 1.py | 2846ms | 21ms | 87.0MB | 2817ms | 10ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
cpp | 8-m.cpp | 468ms | 1.6ms | 3.4MB | 1820ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 8-m.cpp | 482ms | 0.8ms | 2.1MB | 1880ms | 0ms | g++ 11.4.0 |
cpp | 6-im.cpp | 921ms | 2.0ms | 2.3MB | 3627ms | 0ms | g++ 11.4.0 |
cpp | 6-im.cpp | 924ms | 12ms | 3.4MB | 3610ms | 3ms | clang++ 14.0.0-1ubuntu1.1 |
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 |
---|---|---|---|---|---|---|---|
cpp | 8-m.cpp | 123ms | 0.9ms | 3.6MB | 460ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 8-m.cpp | 128ms | 0.7ms | 2.0MB | 480ms | 0ms | g++ 11.4.0 |
cpp | 6-im.cpp | 238ms | 0.5ms | 2.1MB | 913ms | 0ms | g++ 11.4.0 |
cpp | 6-im.cpp | 241ms | 5.7ms | 3.4MB | 910ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
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 |
---|---|---|---|---|---|---|---|
cpp | 8-m.cpp | 39ms | 0.4ms | 2.0MB | 130ms | 0ms | g++ 11.4.0 |
cpp | 8-m.cpp | 39ms | 4.7ms | 3.4MB | 113ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 6-im.cpp | 64ms | 0.4ms | 3.4MB | 227ms | 0ms | clang++ 14.0.0-1ubuntu1.1 |
cpp | 6-im.cpp | 67ms | 0.1ms | 2.0MB | 240ms | 0ms | g++ 11.4.0 |
python | 8-m.py | 2134ms | 4.9ms | 94.1MB | 7090ms | 240ms | pypy 3.11.13 |
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 |