Current benchmark data was generated on Sun Jan 29 2023, 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 |
---|---|---|---|---|---|---|---|
kotlin | 1.kt | 637ms | 22ms | 413.1MB | 650ms | 83ms | kotlin/jvm 17.0.2 |
python | 1.py | 1514ms | 15ms | 271.7MB | 1403ms | 93ms | pypy 3.9.16 |
kotlin | 1.kt | timeout | 0.0ms | 214.4MB | 8513ms | 1040ms | kotlin/native 1.8.0 |
python | 1.py | timeout | 0.0ms | 40.8MB | 4970ms | 10ms | cpython 3.11.1 |
python | 1.py | timeout | 0.0ms | 40.3MB | 4897ms | 80ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 123ms | 15ms | 80.6MB | 87ms | 13ms | pypy 3.9.16 |
kotlin | 1.kt | 126ms | 1.9ms | 109.3MB | 110ms | 27ms | kotlin/jvm 17.0.2 |
kotlin | 1-m.kt | 498ms | 4.9ms | 30.5MB | 830ms | 97ms | kotlin/native 1.8.0 |
python | 1.py | 604ms | 3.0ms | 11.9MB | 580ms | 10ms | pyston 3.8.12 |
python | 1.py | 976ms | 8.7ms | 12.4MB | 960ms | 0ms | cpython 3.11.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 1017ms | 21ms | 193.8MB | 943ms | 50ms | pypy 3.9.16 |
kotlin | 1.kt | 2838ms | 51ms | 154.4MB | 3633ms | 70ms | kotlin/jvm 17.0.2 |
kotlin | 2-m.kt | 3112ms | 65ms | 160.9MB | 5930ms | 70ms | kotlin/jvm 17.0.2 |
kotlin | 1.kt | timeout | 0.0ms | 10.8MB | 6237ms | 273ms | kotlin/native 1.8.0 |
kotlin | 2-m.kt | timeout | 0.0ms | 32.3MB | 9277ms | 130ms | kotlin/native 1.8.0 |
python | 1.py | timeout | 0.0ms | 20.1MB | 4980ms | 7ms | cpython 3.11.1 |
python | 1.py | timeout | 0.0ms | 17.1MB | 4983ms | 3ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 259ms | 5.5ms | 93.1MB | 227ms | 20ms | pypy 3.9.16 |
kotlin | 1-m.kt | 706ms | 31ms | 100.0MB | 1227ms | 43ms | kotlin/jvm 17.0.2 |
python | 1.py | 820ms | 6.1ms | 20.0MB | 800ms | 3ms | cpython 3.11.1 |
kotlin | 2-m.kt | 847ms | 31ms | 23.0MB | 1523ms | 23ms | kotlin/native 1.8.0 |
python | 1.py | 928ms | 0.8ms | 16.9MB | 907ms | 3ms | pyston 3.8.12 |
kotlin | 2-m.kt | 983ms | 35ms | 100.4MB | 1770ms | 33ms | kotlin/jvm 17.0.2 |
kotlin | 1.kt | 1022ms | 5.5ms | 8.8MB | 1277ms | 57ms | kotlin/native 1.8.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
kotlin | 1.kt | 2.4ms | 0.6ms | 2.7MB | 0ms | 0ms | kotlin/native 1.8.0 |
python | 1.py | 13ms | 0.5ms | 8.5MB | 10ms | 0ms | cpython 3.11.1 |
python | 1.py | 14ms | 0.7ms | 7.3MB | 10ms | 0ms | pyston 3.8.12 |
python | 1.py | 30ms | 0.8ms | 52.1MB | 14ms | 6ms | pypy 3.9.16 |
kotlin | 1.kt | 68ms | 1.8ms | 40.9MB | 50ms | 4ms | kotlin/jvm 17.0.2 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 1464ms | 6.9ms | 35.2MB | 1123ms | 747ms | pyston 3.8.12 |
python | 1.py | 1797ms | 7.3ms | 29.8MB | 1427ms | 797ms | cpython 3.11.1 |
python | 1.py | 3854ms | 37ms | 126.1MB | 2977ms | 713ms | pypy 3.9.16 |
kotlin | 1.kt | timeout | 0.0ms | 251.2MB | 8897ms | 667ms | kotlin/jvm 17.0.2 |
kotlin | 2.kt | timeout | 0.0ms | 311.1MB | 8893ms | 620ms | kotlin/jvm 17.0.2 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 342ms | 0.9ms | 29.6MB | 253ms | 140ms | pyston 3.8.12 |
python | 1.py | 371ms | 6.0ms | 24.8MB | 287ms | 140ms | cpython 3.11.1 |
python | 1.py | 957ms | 12ms | 102.6MB | 750ms | 160ms | pypy 3.9.16 |
kotlin | 2.kt | 2540ms | 64ms | 201.4MB | 2793ms | 183ms | kotlin/jvm 17.0.2 |
kotlin | 1-m.kt | 2622ms | 5.8ms | 190.0MB | 4000ms | 290ms | kotlin/jvm 17.0.2 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 250ms | 1.0ms | 38.4MB | 210ms | 20ms | pyston 3.8.12 |
python | 1.py | 255ms | 0.7ms | 41.3MB | 223ms | 17ms | cpython 3.11.1 |
python | 1.py | 378ms | 1.5ms | 104.5MB | 337ms | 23ms | pypy 3.9.16 |
kotlin | 1-m.kt | 1142ms | 8.4ms | 217.5MB | 1933ms | 87ms | kotlin/jvm 17.0.2 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 2323ms | 7.0ms | 220.7MB | 2177ms | 130ms | pyston 3.8.12 |
python | 1.py | 2352ms | 28ms | 223.2MB | 2253ms | 83ms | cpython 3.11.1 |
python | 1.py | 2429ms | 1.5ms | 244.8MB | 2330ms | 83ms | pypy 3.9.16 |
kotlin | 1-m.kt | 4104ms | 270ms | 1188.0MB | 5900ms | 297ms | kotlin/jvm 17.0.2 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 194ms | 1.0ms | 77.2MB | 160ms | 17ms | pypy 3.9.16 |
kotlin | 2-m.kt | 223ms | 7.8ms | 113.7MB | 313ms | 33ms | kotlin/jvm 17.0.2 |
python | 1.py | 234ms | 1.2ms | 78.5MB | 210ms | 10ms | pypy 3.9.16 |
kotlin | 1.kt | 235ms | 8.3ms | 109.5MB | 287ms | 27ms | kotlin/jvm 17.0.2 |
kotlin | 2-m.kt | 447ms | 4.4ms | 42.5MB | 747ms | 3ms | kotlin/native 1.8.0 |
python | 1.py | 979ms | 6.8ms | 9.1MB | 967ms | 0ms | pyston 3.8.12 |
python | 2.py | 1153ms | 2.6ms | 8.7MB | 1140ms | 0ms | pyston 3.8.12 |
python | 1.py | 1305ms | 7.7ms | 9.4MB | 1290ms | 0ms | cpython 3.11.1 |
python | 2.py | 1490ms | 8.2ms | 9.1MB | 1477ms | 0ms | cpython 3.11.1 |
kotlin | 1.kt | timeout | 0.0ms | 15.0MB | 5000ms | 3ms | kotlin/native 1.8.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
kotlin | 2.kt | 370ms | 3.7ms | 113.5MB | 463ms | 37ms | kotlin/jvm 17.0.2 |
python | 2.py | 453ms | 0.3ms | 77.4MB | 423ms | 13ms | pypy 3.9.16 |
kotlin | 1.kt | 456ms | 3.4ms | 132.4MB | 513ms | 17ms | kotlin/jvm 17.0.2 |
python | 1.py | 502ms | 5.7ms | 78.7MB | 480ms | 7ms | pypy 3.9.16 |
kotlin | 2-m.kt | 1371ms | 27ms | 145.0MB | 2247ms | 63ms | kotlin/native 1.8.0 |
python | 1.py | 2891ms | 4.2ms | 9.1MB | 2877ms | 0ms | pyston 3.8.12 |
python | 2.py | 3429ms | 23ms | 8.8MB | 3413ms | 0ms | pyston 3.8.12 |
python | 1.py | 3863ms | 37ms | 9.3MB | 3853ms | 0ms | cpython 3.11.1 |
python | 2.py | 4468ms | 77ms | 9.1MB | 4453ms | 0ms | cpython 3.11.1 |
kotlin | 1.kt | timeout | 0.0ms | 15.0MB | 4997ms | 3ms | kotlin/native 1.8.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 137ms | 0.4ms | 77.3MB | 113ms | 13ms | pypy 3.9.16 |
python | 1.py | 158ms | 3.4ms | 78.2MB | 127ms | 17ms | pypy 3.9.16 |
kotlin | 1.kt | 171ms | 5.5ms | 74.0MB | 233ms | 13ms | kotlin/jvm 17.0.2 |
kotlin | 2-m.kt | 182ms | 4.2ms | 78.2MB | 253ms | 20ms | kotlin/jvm 17.0.2 |
kotlin | 2-m.kt | 230ms | 8.2ms | 32.3MB | 390ms | 7ms | kotlin/native 1.8.0 |
python | 1.py | 472ms | 0.5ms | 8.7MB | 460ms | 0ms | pyston 3.8.12 |
python | 2.py | 539ms | 3.8ms | 8.2MB | 527ms | 0ms | pyston 3.8.12 |
python | 1.py | 616ms | 2.1ms | 8.7MB | 607ms | 0ms | cpython 3.11.1 |
python | 2.py | 741ms | 11ms | 8.4MB | 730ms | 0ms | cpython 3.11.1 |
kotlin | 1.kt | timeout | 0.0ms | 17.1MB | 4993ms | 7ms | kotlin/native 1.8.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
kotlin | 1.kt | 462ms | 24ms | 560.0MB | 447ms | 70ms | kotlin/jvm 17.0.2 |
python | 1.py | 2251ms | 26ms | 292.0MB | 2047ms | 183ms | pypy 3.9.16 |
kotlin | 1-m.kt | 2769ms | 141ms | 140.6MB | 4437ms | 550ms | kotlin/native 1.8.0 |
python | 1.py | timeout | 0.0ms | 93.1MB | 4967ms | 13ms | cpython 3.11.1 |
python | 1.py | timeout | 0.0ms | 130.3MB | 4933ms | 50ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
kotlin | 1.kt | 178ms | 1.2ms | 221.3MB | 157ms | 50ms | kotlin/jvm 17.0.2 |
python | 1.py | 317ms | 1.6ms | 138.4MB | 273ms | 27ms | pypy 3.9.16 |
kotlin | 1-m.kt | 520ms | 3.0ms | 38.4MB | 823ms | 90ms | kotlin/native 1.8.0 |
python | 1.py | 4438ms | 27ms | 37.1MB | 4410ms | 10ms | cpython 3.11.1 |
python | 1.py | timeout | 0.0ms | 48.9MB | 4947ms | 33ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
kotlin | 1n.kt | 558ms | 17ms | 1.5MB | 550ms | 0ms | kotlin/native 1.8.0 |
kotlin | 1.kt | 573ms | 5.3ms | 42.8MB | 577ms | 17ms | kotlin/jvm 17.0.2 |
python | 2.py | 1901ms | 13ms | 77.5MB | 1870ms | 13ms | pypy 3.9.16 |
python | 1.py | 3515ms | 41ms | 76.6MB | 3483ms | 13ms | pypy 3.9.16 |
python | 1.py | timeout | 0.0ms | 8.5MB | 4987ms | 0ms | cpython 3.11.1 |
python | 2.py | timeout | 0.0ms | 8.6MB | 4980ms | 0ms | cpython 3.11.1 |
python | 1.py | timeout | 0.0ms | 8.3MB | 4987ms | 0ms | pyston 3.8.12 |
python | 2.py | timeout | 0.0ms | 8.0MB | 4987ms | 0ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
kotlin | 1n.kt | 59ms | 1.8ms | 1.5MB | 47ms | 0ms | kotlin/native 1.8.0 |
kotlin | 1.kt | 137ms | 3.7ms | 42.8MB | 143ms | 7ms | kotlin/jvm 17.0.2 |
python | 2.py | 243ms | 1.5ms | 77.1MB | 220ms | 7ms | pypy 3.9.16 |
python | 1.py | 392ms | 1.7ms | 76.5MB | 370ms | 10ms | pypy 3.9.16 |
python | 1.py | 1193ms | 2.2ms | 8.3MB | 1173ms | 0ms | pyston 3.8.12 |
python | 2.py | 1646ms | 27ms | 7.9MB | 1630ms | 0ms | pyston 3.8.12 |
python | 2.py | 3484ms | 156ms | 8.6MB | 3473ms | 0ms | cpython 3.11.1 |
python | 1.py | 3541ms | 305ms | 8.5MB | 3527ms | 0ms | cpython 3.11.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 4.py | 2575ms | 5.0ms | 117.3MB | 2523ms | 33ms | pypy 3.9.16 |
python | 4.py | 2775ms | 1.4ms | 9.1MB | 2750ms | 10ms | pyston 3.8.12 |
python | 4.py | 2781ms | 1.0ms | 9.4MB | 2740ms | 27ms | cpython 3.11.1 |
kotlin | 1.kt | timeout | 0.0ms | 209.1MB | 5367ms | 70ms | kotlin/jvm 17.0.2 |
kotlin | 1n.kt | timeout | 0.0ms | 8.9MB | 6317ms | 127ms | kotlin/native 1.8.0 |
kotlin | 2n.kt | timeout | 0.0ms | 10.5MB | 5033ms | 87ms | kotlin/native 1.8.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 4.py | 635ms | 4.8ms | 81.7MB | 603ms | 17ms | pypy 3.9.16 |
python | 4.py | 656ms | 0.8ms | 8.7MB | 647ms | 0ms | pyston 3.8.12 |
python | 4.py | 660ms | 1.1ms | 9.1MB | 643ms | 0ms | cpython 3.11.1 |
kotlin | 1.kt | 1451ms | 36ms | 224.1MB | 1807ms | 43ms | kotlin/jvm 17.0.2 |
kotlin | 1n.kt | timeout | 0.0ms | 14.9MB | 6290ms | 127ms | kotlin/native 1.8.0 |
kotlin | 2n.kt | timeout | 0.0ms | 9.1MB | 5033ms | 93ms | kotlin/native 1.8.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 3319ms | 5.0ms | 262.3MB | 3227ms | 77ms | pypy 3.9.16 |
kotlin | 1.kt | timeout | 0.0ms | 161.4MB | 5330ms | 47ms | kotlin/jvm 17.0.2 |
kotlin | 1n.kt | timeout | 0.0ms | 277.3MB | 5660ms | 510ms | kotlin/native 1.8.0 |
python | 1.py | timeout | 0.0ms | 108.7MB | 4937ms | 47ms | cpython 3.11.1 |
python | 1.py | timeout | 0.0ms | 107.7MB | 4950ms | 33ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 456ms | 1.8ms | 99.9MB | 420ms | 20ms | pypy 3.9.16 |
python | 1.py | 694ms | 1.4ms | 30.5MB | 667ms | 13ms | pyston 3.8.12 |
python | 1.py | 830ms | 4.3ms | 32.0MB | 797ms | 13ms | cpython 3.11.1 |
kotlin | 1.kt | 1080ms | 4.0ms | 95.7MB | 1457ms | 30ms | kotlin/jvm 17.0.2 |
kotlin | 1n.kt | 4371ms | 24ms | 65.2MB | 5643ms | 20ms | kotlin/native 1.8.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 4443ms | 0.8ms | 8.4MB | 4427ms | 0ms | pyston 3.8.12 |
kotlin | 1.kt | 4484ms | 24ms | 183.5MB | 5367ms | 77ms | kotlin/jvm 17.0.2 |
python | 1.py | 4645ms | 18ms | 8.4MB | 4627ms | 0ms | cpython 3.11.1 |
python | 1.py | 4747ms | 35ms | 84.1MB | 4710ms | 17ms | pypy 3.9.16 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 1124ms | 2.4ms | 8.4MB | 1110ms | 0ms | pyston 3.8.12 |
python | 1.py | 1175ms | 4.4ms | 8.5MB | 1163ms | 0ms | cpython 3.11.1 |
python | 1.py | 1315ms | 2.7ms | 82.2MB | 1283ms | 17ms | pypy 3.9.16 |
kotlin | 1-m.kt | 1366ms | 12ms | 187.1MB | 2070ms | 50ms | kotlin/jvm 17.0.2 |