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 |
ocaml | 1.ml | 4057ms | 12ms | 120.4MB | 4020ms | 17ms | ocaml 4.14.0 |
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 |
ocaml | 1.ml | 272ms | 1.5ms | 17.4MB | 257ms | 3ms | ocaml 4.14.0 |
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 |
---|---|---|---|---|---|---|---|
ocaml | 6.ml | 425ms | 0.9ms | 25.4MB | 407ms | 0ms | ocaml 4.14.0 |
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 |
---|---|---|---|---|---|---|---|
ocaml | 6.ml | 47ms | 1.2ms | 4.8MB | 40ms | 0ms | ocaml 4.14.0 |
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 | 2.py | 204ms | 2.0ms | 79.9MB | 160ms | 23ms | pypy 3.8.13 |
ocaml | 1.ml | 240ms | 1.1ms | 5.9MB | 227ms | 0ms | ocaml 4.14.0 |
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 |
ocaml | 1.ml | 708ms | 1.7ms | 5.8MB | 697ms | 0ms | ocaml 4.14.0 |
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 |
---|---|---|---|---|---|---|---|
ocaml | 1.ml | 104ms | 0.3ms | 5.0MB | 97ms | 0ms | ocaml 4.14.0 |
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 |
---|---|---|---|---|---|---|---|
ocaml | 1.ml | 1528ms | 2.4ms | 62.6MB | 1497ms | 17ms | ocaml 4.14.0 |
ocaml | 2.ml | 2609ms | 9.0ms | 71.1MB | 2577ms | 17ms | ocaml 4.14.0 |
python | 1.py | 2718ms | 66ms | 293.9MB | 2520ms | 183ms | 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 |
---|---|---|---|---|---|---|---|
ocaml | 1.ml | 195ms | 0.7ms | 18.7MB | 183ms | 3ms | ocaml 4.14.0 |
python | 1.py | 387ms | 1.3ms | 144.6MB | 327ms | 43ms | pypy 3.8.13 |
ocaml | 2.ml | 437ms | 1.6ms | 23.6MB | 423ms | 0ms | ocaml 4.14.0 |
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 |
---|---|---|---|---|---|---|---|
ocaml | 1.ml | 469ms | 0.1ms | 2.5MB | 460ms | 0ms | ocaml 4.14.0 |
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 |
---|---|---|---|---|---|---|---|
ocaml | 1.ml | 49ms | 0.2ms | 2.5MB | 40ms | 0ms | ocaml 4.14.0 |
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 |
---|---|---|---|---|---|---|---|
ocaml | 1.ml | 2063ms | 42ms | 554.8MB | 1947ms | 97ms | ocaml 4.14.0 |
ocaml | 2.ml | 2282ms | 3.9ms | 19.6MB | 2267ms | 0ms | ocaml 4.14.0 |
python | 1.py | 4135ms | 8.4ms | 391.3MB | 4000ms | 113ms | 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 |
---|---|---|---|---|---|---|---|
ocaml | 1.ml | 406ms | 11ms | 142.8MB | 370ms | 20ms | ocaml 4.14.0 |
ocaml | 2.ml | 551ms | 1.5ms | 9.6MB | 540ms | 0ms | ocaml 4.14.0 |
python | 1.py | 1053ms | 100ms | 215.9MB | 993ms | 40ms | pypy 3.8.13 |
python | 1.py | 2722ms | 31ms | 86.4MB | 2687ms | 17ms | pyston 3.8.12 |
python | 1.py | 4283ms | 21ms | 85.9MB | 4240ms | 27ms | cpython 3.10.4 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 3343ms | 4.3ms | 264.1MB | 3253ms | 80ms | pypy 3.8.13 |
ocaml | 2.ml | timeout | 0.0ms | 0.0MB | 0ms | 0ms | ocaml 4.14.0 |
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 | 469ms | 1.3ms | 103.4MB | 423ms | 30ms | pypy 3.8.13 |
ocaml | 2.ml | 689ms | 1.6ms | 50.6MB | 657ms | 17ms | ocaml 4.14.0 |
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 |
---|---|---|---|---|---|---|---|
ocaml | 2.ml | timeout | 0.0ms | 0.0MB | 0ms | 0ms | ocaml 4.14.0 |
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 |
---|---|---|---|---|---|---|---|
ocaml | 2.ml | 1650ms | 2.9ms | 3.4MB | 1637ms | 0ms | ocaml 4.14.0 |
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 |
---|---|---|---|---|---|---|---|
ocaml | 2.ml | 415ms | 0.7ms | 3.0MB | 403ms | 0ms | ocaml 4.14.0 |
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 |