Current benchmark data was generated on Fri May 20 2022, 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 | 1667ms | 61ms | 273.7MB | 1530ms | 110ms | pypy 3.8.13 |
chapel | 4.chpl | 2346ms | 6.5ms | 64.0MB | 2320ms | 17ms | chpl 1.26.0 |
chapel | 3.chpl | 2513ms | 24ms | 64.0MB | 2487ms | 17ms | chpl 1.26.0 |
python | 1.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | cpython 3.10.4 |
python | 1.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 128ms | 2.2ms | 82.9MB | 83ms | 20ms | pypy 3.8.13 |
chapel | 4.chpl | 226ms | 2.7ms | 34.1MB | 207ms | 3ms | chpl 1.26.0 |
chapel | 3.chpl | 228ms | 2.1ms | 34.3MB | 213ms | 3ms | chpl 1.26.0 |
python | 1.py | 641ms | 4.3ms | 12.3MB | 610ms | 13ms | pyston 3.8.12 |
python | 1.py | 1532ms | 2.7ms | 11.8MB | 1517ms | 0ms | cpython 3.10.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 1216ms | 5.5ms | 196.8MB | 1140ms | 60ms | pypy 3.8.13 |
chapel | 1-m.chpl | 4114ms | 58ms | 71.5MB | 8013ms | 37ms | chpl 1.26.0 |
python | 1.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | cpython 3.10.4 |
python | 1.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 1-m.chpl | 281ms | 1.3ms | 44.2MB | 503ms | 10ms | chpl 1.26.0 |
python | 1.py | 293ms | 12ms | 95.1MB | 257ms | 17ms | pypy 3.8.13 |
python | 1.py | 965ms | 4.9ms | 17.2MB | 947ms | 3ms | pyston 3.8.12 |
python | 1.py | 1003ms | 35ms | 17.1MB | 967ms | 0ms | cpython 3.10.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 1.chpl | 97ms | 2.3ms | 36.1MB | 83ms | 7ms | chpl 1.26.0 |
python | 1.py | 833ms | 2.0ms | 87.8MB | 790ms | 30ms | pypy 3.8.13 |
python | 1.py | 2857ms | 0.4ms | 10.0MB | 2843ms | 0ms | pyston 3.8.12 |
python | 1.py | 2859ms | 0.7ms | 9.3MB | 2843ms | 0ms | cpython 3.10.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 1.chpl | 47ms | 1.5ms | 34.1MB | 40ms | 0ms | chpl 1.26.0 |
python | 1.py | 218ms | 1.9ms | 81.6MB | 183ms | 20ms | pypy 3.8.13 |
python | 1.py | 495ms | 1.8ms | 9.2MB | 480ms | 0ms | pyston 3.8.12 |
python | 1.py | 504ms | 1.7ms | 8.5MB | 490ms | 0ms | cpython 3.10.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 5-m.chpl | 150ms | 1.4ms | 32.0MB | 253ms | 7ms | chpl 1.26.0 |
python | 1.py | 2691ms | 81ms | 90.8MB | 2643ms | 30ms | pypy 3.8.13 |
python | 5-m.py | 3357ms | 14ms | 12.9MB | 4937ms | 1013ms | pyston 3.8.12 |
python | 5-m.py | 3998ms | 20ms | 85.2MB | 4463ms | 930ms | pypy 3.8.13 |
python | 1.py | 4467ms | 32ms | 8.2MB | 4447ms | 3ms | pyston 3.8.12 |
python | 5-m.py | 4473ms | 26ms | 12.1MB | 6287ms | 1063ms | cpython 3.10.4 |
python | 1.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | cpython 3.10.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 5.chpl | 33ms | 0.6ms | 32.0MB | 30ms | 3ms | chpl 1.26.0 |
python | 1.py | 347ms | 5.0ms | 81.5MB | 320ms | 13ms | pypy 3.8.13 |
python | 5-m.py | 408ms | 6.5ms | 12.9MB | 537ms | 130ms | pyston 3.8.12 |
python | 1.py | 460ms | 2.0ms | 8.2MB | 447ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 522ms | 3.8ms | 12.0MB | 670ms | 147ms | cpython 3.10.4 |
python | 1.py | 732ms | 8.2ms | 7.8MB | 717ms | 0ms | cpython 3.10.4 |
python | 5-m.py | 813ms | 7.3ms | 85.3MB | 900ms | 443ms | pypy 3.8.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 14ms | 1.1ms | 7.6MB | 10ms | 0ms | pyston 3.8.12 |
python | 1.py | 15ms | 0.6ms | 7.5MB | 10ms | 0ms | cpython 3.10.4 |
chapel | 1.chpl | 18ms | 0.9ms | 32.4MB | 8ms | 3ms | chpl 1.26.0 |
python | 1.py | 34ms | 1.1ms | 53.6MB | 10ms | 10ms | pypy 3.8.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 3-m.chpl | 954ms | 13ms | 98.6MB | 1727ms | 27ms | chpl 1.26.0 |
python | 3-m.py | 3674ms | 52ms | 204.5MB | 6457ms | 323ms | pypy 3.8.13 |
python | 3.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | cpython 3.10.4 |
python | 3.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 3-m.chpl | 168ms | 8.5ms | 77.1MB | 263ms | 20ms | chpl 1.26.0 |
python | 3-m.py | 539ms | 4.5ms | 97.1MB | 800ms | 100ms | pypy 3.8.13 |
python | 3-m.py | 656ms | 4.0ms | 16.3MB | 1163ms | 30ms | pyston 3.8.12 |
python | 3-m.py | 932ms | 8.3ms | 15.3MB | 1690ms | 33ms | cpython 3.10.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 204ms | 2.0ms | 79.9MB | 160ms | 23ms | pypy 3.8.13 |
python | 1.py | 244ms | 0.9ms | 81.2MB | 217ms | 10ms | pypy 3.8.13 |
python | 1.py | 1052ms | 3.9ms | 9.3MB | 1040ms | 0ms | pyston 3.8.12 |
python | 2.py | 1290ms | 15ms | 9.0MB | 1277ms | 0ms | pyston 3.8.12 |
python | 1.py | 1848ms | 8.2ms | 8.3MB | 1830ms | 0ms | cpython 3.10.4 |
python | 2.py | 2609ms | 24ms | 8.3MB | 2597ms | 0ms | cpython 3.10.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 470ms | 1.2ms | 80.1MB | 443ms | 10ms | pypy 3.8.13 |
python | 1.py | 513ms | 2.9ms | 81.2MB | 490ms | 10ms | pypy 3.8.13 |
python | 1.py | 3126ms | 28ms | 9.3MB | 3117ms | 0ms | pyston 3.8.12 |
python | 2.py | 3831ms | 16ms | 9.1MB | 3817ms | 0ms | pyston 3.8.12 |
python | 1.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | cpython 3.10.4 |
python | 2.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | cpython 3.10.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 147ms | 0.7ms | 80.0MB | 117ms | 13ms | pypy 3.8.13 |
python | 1.py | 164ms | 1.1ms | 80.8MB | 137ms | 13ms | pypy 3.8.13 |
python | 1.py | 519ms | 1.1ms | 9.0MB | 503ms | 0ms | pyston 3.8.12 |
python | 2.py | 597ms | 5.7ms | 8.5MB | 583ms | 0ms | pyston 3.8.12 |
python | 1.py | 868ms | 2.3ms | 7.8MB | 857ms | 0ms | cpython 3.10.4 |
python | 2.py | 1256ms | 4.4ms | 7.4MB | 1240ms | 0ms | cpython 3.10.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 2.chpl | 363ms | 1.3ms | 32.4MB | 350ms | 0ms | chpl 1.26.0 |
python | 2.py | 2186ms | 36ms | 79.8MB | 2157ms | 13ms | pypy 3.8.13 |
python | 1.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | cpython 3.10.4 |
python | 2.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | cpython 3.10.4 |
python | 1.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | pypy 3.8.13 |
python | 1.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | pyston 3.8.12 |
python | 2.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 2.chpl | 56ms | 0.5ms | 32.4MB | 50ms | 0ms | chpl 1.26.0 |
python | 2.py | 282ms | 2.1ms | 79.5MB | 257ms | 10ms | pypy 3.8.13 |
python | 1.py | 590ms | 2.3ms | 79.7MB | 563ms | 10ms | pypy 3.8.13 |
python | 1.py | 1463ms | 3.4ms | 8.6MB | 1450ms | 0ms | pyston 3.8.12 |
python | 2.py | 2152ms | 28ms | 8.5MB | 2140ms | 0ms | pyston 3.8.12 |
python | 1.py | 4709ms | 32ms | 7.3MB | 4693ms | 0ms | cpython 3.10.4 |
python | 2.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | cpython 3.10.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 2.chpl | 598ms | 3.9ms | 34.1MB | 580ms | 7ms | chpl 1.26.0 |
python | 4.py | 2762ms | 3.2ms | 9.4MB | 2727ms | 17ms | pyston 3.8.12 |
python | 4.py | 2782ms | 2.3ms | 8.5MB | 2740ms | 23ms | cpython 3.10.4 |
python | 4.py | 2800ms | 13ms | 119.5MB | 2757ms | 27ms | pypy 3.8.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 2.chpl | 152ms | 0.7ms | 34.1MB | 143ms | 0ms | chpl 1.26.0 |
python | 4.py | 655ms | 0.7ms | 9.1MB | 643ms | 0ms | pyston 3.8.12 |
python | 4.py | 666ms | 2.4ms | 8.3MB | 650ms | 0ms | cpython 3.10.4 |
python | 4.py | 694ms | 12ms | 84.5MB | 663ms | 13ms | pypy 3.8.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 3.chpl | 1944ms | 8.6ms | 251.1MB | 1770ms | 160ms | chpl 1.26.0 |
python | 1.py | 3343ms | 4.3ms | 264.1MB | 3253ms | 80ms | pypy 3.8.13 |
python | 1.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | cpython 3.10.4 |
python | 1.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 3.chpl | 214ms | 1.0ms | 56.8MB | 193ms | 10ms | chpl 1.26.0 |
python | 1.py | 469ms | 1.3ms | 103.4MB | 423ms | 30ms | pypy 3.8.13 |
python | 1.py | 745ms | 2.2ms | 30.4MB | 707ms | 17ms | pyston 3.8.12 |
python | 1.py | 871ms | 1.3ms | 31.0MB | 840ms | 20ms | cpython 3.10.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 1.chpl | 1551ms | 1.4ms | 32.3MB | 1540ms | 7ms | chpl 1.26.0 |
python | 1.py | 4525ms | 6.4ms | 8.7MB | 4513ms | 0ms | pyston 3.8.12 |
python | 1.py | 4943ms | 15ms | 87.2MB | 4900ms | 23ms | pypy 3.8.13 |
python | 1.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | cpython 3.10.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 1.chpl | 404ms | 1.2ms | 32.3MB | 393ms | 7ms | chpl 1.26.0 |
python | 1.py | 1147ms | 4.0ms | 8.6MB | 1133ms | 0ms | pyston 3.8.12 |
python | 1.py | 1399ms | 2.2ms | 84.2MB | 1367ms | 17ms | pypy 3.8.13 |
python | 1.py | 1490ms | 3.6ms | 7.7MB | 1473ms | 0ms | cpython 3.10.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 1-m.chpl | 2311ms | 70ms | 32.5MB | 4457ms | 10ms | chpl 1.26.0 |
chapel | 1.chpl | 4377ms | 1.0ms | 32.4MB | 4360ms | 7ms | chpl 1.26.0 |
python | 8.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | cpython 3.10.4 |
python | 8.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | pypy 3.8.13 |
python | 8.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 1-m.chpl | 582ms | 1.7ms | 32.4MB | 1110ms | 3ms | chpl 1.26.0 |
chapel | 1.chpl | 1110ms | 0.6ms | 32.4MB | 1097ms | 3ms | chpl 1.26.0 |
python | 8.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | cpython 3.10.4 |
python | 8.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | pypy 3.8.13 |
python | 8.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 1-m.chpl | 165ms | 0.5ms | 32.4MB | 283ms | 3ms | chpl 1.26.0 |
chapel | 1.chpl | 295ms | 1.0ms | 32.4MB | 283ms | 3ms | chpl 1.26.0 |
python | 8-m.py | 3295ms | 48ms | 110.4MB | 5600ms | 377ms | pypy 3.8.13 |
python | 8.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | cpython 3.10.4 |
python | 8.py | timeout | 0.0ms | 0.0MB | 0ms | 0ms | pyston 3.8.12 |