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 | 1857ms | 11ms | 88.9MB | 1810ms | 30ms | pypy 3.10.16 |
python | 5-m.py | 2292ms | 35ms | 65.6MB | 3537ms | 850ms | pypy 3.10.16 |
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 |
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 |
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 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
c | 1.c | 1.2ms | 0.0ms | 2.1MB | 0ms | 0ms | gcc 15.1.0 |
c | 1.c | 1.3ms | 0.1ms | 2.1MB | 0ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 1.c | 1.3ms | 0.2ms | 1.3MB | 0ms | 0ms | zigcc 0.14.1 |
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 |
---|---|---|---|---|---|---|---|
c | 1-m.c | 171ms | 3.7ms | 24.2MB | 403ms | 10ms | gcc 15.1.0 |
c | 1-m.c | 298ms | 5.1ms | 25.7MB | 993ms | 23ms | clang 14.0.0-1ubuntu1.1 |
python | 3-m.py | 2412ms | 51ms | 136.6MB | 8240ms | 337ms | pypy 3.10.16 |
python | 3-m.py | 3142ms | 31ms | 34.2MB | 11930ms | 117ms | pyston 3.8.12 |
python | 3.py | timeout | 0.0ms | 35.8MB | 93ms | 20ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
c | 1-m.c | 28ms | 1.2ms | 13.6MB | 60ms | 0ms | gcc 15.1.0 |
c | 1-m.c | 39ms | 0.8ms | 15.0MB | 110ms | 0ms | clang 14.0.0-1ubuntu1.1 |
python | 3-m.py | 385ms | 6.3ms | 75.8MB | 977ms | 150ms | pypy 3.10.16 |
python | 3-m.py | 401ms | 5.6ms | 14.3MB | 1327ms | 67ms | pyston 3.8.12 |
python | 3-m.py | 687ms | 8.0ms | 15.2MB | 2437ms | 67ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 147ms | 1.1ms | 58.3MB | 120ms | 10ms | pypy 3.10.16 |
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 |
python | 1.py | 380ms | 4.2ms | 60.3MB | 357ms | 10ms | pypy 3.10.16 |
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 |
---|---|---|---|---|---|---|---|
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 |
---|---|---|---|---|---|---|---|
c | 8-i.c | 269ms | 3.0ms | 1.5MB | 260ms | 0ms | zigcc 0.14.1 |
c | 8-i.c | 300ms | 0.9ms | 2.1MB | 290ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 2.c | 309ms | 1.8ms | 2.3MB | 300ms | 0ms | gcc 15.1.0 |
c | 2.c | 313ms | 2.3ms | 1.5MB | 300ms | 0ms | zigcc 0.14.1 |
c | 5.c | 313ms | 0.7ms | 2.3MB | 300ms | 0ms | gcc 15.1.0 |
c | 5.c | 315ms | 0.5ms | 1.5MB | 307ms | 0ms | zigcc 0.14.1 |
c | 5.c | 317ms | 2.1ms | 2.1MB | 310ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 2.c | 318ms | 2.8ms | 2.1MB | 310ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 8-i.c | 337ms | 0.8ms | 2.3MB | 330ms | 0ms | gcc 15.1.0 |
python | 2.py | 1358ms | 8.1ms | 58.1MB | 1333ms | 10ms | pypy 3.10.16 |
python | 1.py | 2644ms | 7.4ms | 57.0MB | 2620ms | 10ms | pypy 3.10.16 |
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 |
---|---|---|---|---|---|---|---|
c | 8-i.c | 29ms | 0.5ms | 1.5MB | 20ms | 0ms | zigcc 0.14.1 |
c | 8-i.c | 33ms | 0.5ms | 2.1MB | 27ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 2.c | 33ms | 0.3ms | 1.5MB | 30ms | 0ms | zigcc 0.14.1 |
c | 2.c | 34ms | 0.5ms | 2.3MB | 23ms | 0ms | gcc 15.1.0 |
c | 5.c | 34ms | 0.6ms | 2.3MB | 30ms | 0ms | gcc 15.1.0 |
c | 5.c | 34ms | 0.1ms | 1.5MB | 30ms | 0ms | zigcc 0.14.1 |
c | 2.c | 34ms | 0.9ms | 2.1MB | 30ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 5.c | 35ms | 0.9ms | 2.1MB | 30ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 8-i.c | 36ms | 0.4ms | 2.3MB | 30ms | 0ms | gcc 15.1.0 |
python | 2.py | 182ms | 1.2ms | 57.9MB | 160ms | 10ms | pypy 3.10.16 |
python | 1.py | 304ms | 1.2ms | 57.1MB | 280ms | 10ms | pypy 3.10.16 |
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 |
---|---|---|---|---|---|---|---|
c | 1.c | 280ms | 23ms | 41.1MB | 263ms | 0ms | gcc 15.1.0 |
c | 1.c | 300ms | 13ms | 40.3MB | 283ms | 0ms | zigcc 0.14.1 |
c | 1.c | 311ms | 7.1ms | 40.8MB | 293ms | 0ms | clang 14.0.0-1ubuntu1.1 |
python | 1.py | 2563ms | 130ms | 369.7MB | 2490ms | 57ms | pypy 3.10.16 |
python | 2.py | 2996ms | 31ms | 632.9MB | 2817ms | 167ms | pyston 3.8.12 |
python | 1.py | 4717ms | 60ms | 320.4MB | 4660ms | 40ms | pyston 3.8.12 |
python | 1.py | timeout | 0.0ms | 321.4MB | 4967ms | 23ms | cpython 3.13.5 |
python | 2.py | timeout | 0.0ms | 633.8MB | 4823ms | 157ms | cpython 3.13.5 |
python | 2.py | timeout | 0.0ms | 959.9MB | 4717ms | 263ms | pypy 3.10.16 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
c | 1.c | 52ms | 3.9ms | 11.8MB | 43ms | 0ms | gcc 15.1.0 |
c | 1.c | 53ms | 3.3ms | 11.7MB | 43ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 1.c | 58ms | 2.4ms | 11.0MB | 50ms | 0ms | zigcc 0.14.1 |
python | 1.py | 547ms | 6.2ms | 135.3MB | 507ms | 23ms | pypy 3.10.16 |
python | 2.py | 723ms | 2.9ms | 164.2MB | 683ms | 27ms | pyston 3.8.12 |
python | 1.py | 1065ms | 10ms | 86.0MB | 1040ms | 10ms | pyston 3.8.12 |
python | 2.py | 1383ms | 0.6ms | 165.1MB | 1343ms | 27ms | cpython 3.13.5 |
python | 2.py | 1508ms | 4.4ms | 290.3MB | 1420ms | 73ms | pypy 3.10.16 |
python | 1.py | 2870ms | 13ms | 87.0MB | 2847ms | 10ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
c | 3-m.c | 737ms | 1.3ms | 2.0MB | 2893ms | 0ms | gcc 15.1.0 |
c | 6-im.c | 953ms | 1.8ms | 2.0MB | 3750ms | 0ms | gcc 15.1.0 |
c | 4-m.c | 988ms | 1.5ms | 2.0MB | 3890ms | 0ms | gcc 15.1.0 |
c | 6-im.c | 1003ms | 2.1ms | 3.3MB | 3940ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 4-m.c | 1120ms | 3.0ms | 3.3MB | 4407ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 5-im.c | 1161ms | 30ms | 2.0MB | 4523ms | 0ms | gcc 15.1.0 |
c | 5-im.c | 1334ms | 14ms | 3.3MB | 5230ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 3-m.c | 1836ms | 7.3ms | 3.3MB | 7223ms | 7ms | 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 | 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 |
---|---|---|---|---|---|---|---|
c | 3-m.c | 194ms | 0.6ms | 2.0MB | 737ms | 0ms | gcc 15.1.0 |
c | 6-im.c | 245ms | 0.6ms | 2.0MB | 940ms | 0ms | gcc 15.1.0 |
c | 6-im.c | 258ms | 0.7ms | 3.3MB | 990ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 4-m.c | 258ms | 0.4ms | 2.0MB | 997ms | 0ms | gcc 15.1.0 |
c | 4-m.c | 287ms | 0.2ms | 3.3MB | 1103ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 5-im.c | 295ms | 3.4ms | 2.0MB | 1137ms | 0ms | gcc 15.1.0 |
c | 5-im.c | 342ms | 1.7ms | 3.3MB | 1310ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 3-m.c | 464ms | 1.1ms | 3.3MB | 1803ms | 0ms | clang 14.0.0-1ubuntu1.1 |
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 |
---|---|---|---|---|---|---|---|
c | 3-m.c | 56ms | 0.8ms | 2.0MB | 197ms | 0ms | gcc 15.1.0 |
c | 6-im.c | 68ms | 0.4ms | 2.3MB | 247ms | 0ms | gcc 15.1.0 |
c | 6-im.c | 71ms | 0.2ms | 3.4MB | 250ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 4-m.c | 72ms | 0.5ms | 2.0MB | 260ms | 0ms | gcc 15.1.0 |
c | 4-m.c | 78ms | 0.6ms | 3.3MB | 280ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 5-im.c | 80ms | 0.4ms | 2.0MB | 293ms | 0ms | gcc 15.1.0 |
c | 5-im.c | 93ms | 1.9ms | 3.3MB | 333ms | 0ms | clang 14.0.0-1ubuntu1.1 |
c | 3-m.c | 123ms | 0.4ms | 3.3MB | 453ms | 0ms | clang 14.0.0-1ubuntu1.1 |
python | 8-m.py | 1948ms | 18ms | 92.9MB | 6303ms | 253ms | pypy 3.10.16 |
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 |