Current benchmark data was generated on Thu Feb 01 2024, 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 |
---|---|---|---|---|---|---|---|
crystal | 1.cr | 1363ms | 1.9ms | 64.6MB | 1337ms | 10ms | crystal 1.11.2 |
python | 1.py | 1568ms | 90ms | 79.1MB | 1510ms | 40ms | pypy 3.10.13 |
python | 1.py | timeout | 0.0ms | 41.3MB | 4977ms | 10ms | cpython 3.12.1 |
python | 1.py | timeout | 0.0ms | 40.5MB | 4763ms | 223ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
crystal | 1.cr | 104ms | 0.1ms | 11.4MB | 93ms | 0ms | crystal 1.11.2 |
python | 1.py | 116ms | 0.7ms | 62.6MB | 80ms | 20ms | pypy 3.10.13 |
python | 1.py | 478ms | 4.3ms | 11.9MB | 450ms | 13ms | pyston 3.8.12 |
python | 1.py | 732ms | 6.5ms | 13.1MB | 713ms | 0ms | cpython 3.12.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 301ms | 0.9ms | 20.4MB | 277ms | 7ms | cpython 3.12.1 |
crystal | 1.cr | 1546ms | 60ms | 20.6MB | 1490ms | 40ms | crystal 1.11.2 |
python | 1.py | 3056ms | 23ms | 116.4MB | 2993ms | 47ms | pypy 3.10.13 |
python | 1.py | timeout | 0.0ms | 17.3MB | 4980ms | 7ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
crystal | 1.cr | 82ms | 3.7ms | 7.6MB | 60ms | 13ms | crystal 1.11.2 |
python | 1.py | 292ms | 2.9ms | 82.9MB | 243ms | 30ms | pypy 3.10.13 |
python | 1.py | 303ms | 0.9ms | 20.4MB | 280ms | 7ms | cpython 3.12.1 |
python | 1.py | 653ms | 8.2ms | 16.8MB | 637ms | 0ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
crystal | 1.cr | 60ms | 1.4ms | 7.0MB | 40ms | 7ms | crystal 1.11.2 |
python | 1.py | 257ms | 4.7ms | 63.0MB | 223ms | 17ms | pypy 3.10.13 |
python | 1.py | 355ms | 7.3ms | 13.0MB | 333ms | 7ms | cpython 3.12.1 |
python | 1.py | 1998ms | 10ms | 9.6MB | 1980ms | 3ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
crystal | 1.cr | 23ms | 1.1ms | 5.6MB | 10ms | 3ms | crystal 1.11.2 |
python | 1.py | 105ms | 3.0ms | 61.5MB | 77ms | 17ms | pypy 3.10.13 |
python | 1.py | 132ms | 49ms | 12.0MB | 93ms | 0ms | cpython 3.12.1 |
python | 1.py | 347ms | 2.1ms | 8.8MB | 330ms | 0ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
crystal | 2.cr | 530ms | 2.1ms | 3.8MB | 430ms | 83ms | crystal 1.11.2 |
crystal | 1.cr | 695ms | 1.7ms | 14.9MB | 580ms | 100ms | crystal 1.11.2 |
python | 1.py | 1945ms | 8.0ms | 62.7MB | 1917ms | 10ms | pypy 3.10.13 |
python | 5-m.py | 2465ms | 14ms | 12.4MB | 3553ms | 1027ms | pyston 3.8.12 |
python | 5-m.py | 2926ms | 14ms | 63.1MB | 4217ms | 773ms | pypy 3.10.13 |
python | 1.py | 3002ms | 24ms | 8.1MB | 2987ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 3316ms | 15ms | 14.3MB | 4393ms | 993ms | cpython 3.12.1 |
python | 1.py | 4481ms | 71ms | 9.3MB | 4473ms | 0ms | cpython 3.12.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
crystal | 2.cr | 57ms | 1.0ms | 3.6MB | 40ms | 3ms | crystal 1.11.2 |
crystal | 1.cr | 74ms | 1.2ms | 4.8MB | 57ms | 3ms | crystal 1.11.2 |
python | 1.py | 267ms | 4.6ms | 61.3MB | 240ms | 7ms | pypy 3.10.13 |
python | 5-m.py | 314ms | 12ms | 12.5MB | 407ms | 147ms | pyston 3.8.12 |
python | 1.py | 316ms | 1.5ms | 8.1MB | 303ms | 3ms | pyston 3.8.12 |
python | 5-m.py | 401ms | 1.6ms | 14.3MB | 463ms | 167ms | cpython 3.12.1 |
python | 1.py | 469ms | 14ms | 9.3MB | 457ms | 0ms | cpython 3.12.1 |
python | 5-m.py | 657ms | 11ms | 63.1MB | 880ms | 367ms | pypy 3.10.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
crystal | 1.cr | 2.2ms | 0.2ms | 3.1MB | 0ms | 0ms | crystal 1.11.2 |
python | 1.py | 12ms | 0.9ms | 7.6MB | 0ms | 0ms | pyston 3.8.12 |
python | 1.py | 14ms | 1.3ms | 9.0MB | 0ms | 0ms | cpython 3.12.1 |
python | 1.py | 30ms | 1.2ms | 48.6MB | 8ms | 8ms | pypy 3.10.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 2025ms | 149ms | 36.9MB | 1037ms | 1437ms | pyston 3.8.12 |
python | 1.py | 2549ms | 259ms | 33.6MB | 1583ms | 1460ms | cpython 3.12.1 |
crystal | 1.cr | 3454ms | 121ms | 214.8MB | 293ms | 433ms | crystal 1.11.2 |
python | 1.py | 4777ms | 225ms | 98.0MB | 3277ms | 1110ms | pypy 3.10.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 1113ms | 9.9ms | 28.9MB | 323ms | 247ms | cpython 3.12.1 |
python | 1.py | 1119ms | 55ms | 30.6MB | 210ms | 260ms | pyston 3.8.12 |
crystal | 1.cr | 1157ms | 109ms | 53.9MB | 27ms | 77ms | crystal 1.11.2 |
python | 1.py | 1605ms | 357ms | 88.8MB | 810ms | 207ms | pypy 3.10.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
crystal | 0-unsafe.cr | 38ms | 0.7ms | 3.3MB | 30ms | 0ms | crystal 1.11.2 |
crystal | 1.cr | 67ms | 1.0ms | 3.3MB | 57ms | 0ms | crystal 1.11.2 |
python | 2.py | 154ms | 4.7ms | 56.8MB | 123ms | 17ms | pypy 3.10.13 |
python | 1.py | 189ms | 6.3ms | 59.5MB | 160ms | 13ms | pypy 3.10.13 |
python | 1.py | 729ms | 10ms | 8.9MB | 713ms | 0ms | pyston 3.8.12 |
python | 2.py | 851ms | 3.5ms | 8.5MB | 840ms | 0ms | pyston 3.8.12 |
python | 1.py | 1105ms | 12ms | 9.9MB | 1093ms | 0ms | cpython 3.12.1 |
python | 2.py | 1288ms | 22ms | 9.5MB | 1277ms | 0ms | cpython 3.12.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
crystal | 0-unsafe.cr | 106ms | 1.1ms | 3.3MB | 97ms | 0ms | crystal 1.11.2 |
crystal | 1.cr | 188ms | 1.0ms | 3.3MB | 180ms | 0ms | crystal 1.11.2 |
python | 2.py | 349ms | 3.5ms | 59.9MB | 327ms | 10ms | pypy 3.10.13 |
python | 1.py | 395ms | 5.9ms | 60.9MB | 367ms | 17ms | pypy 3.10.13 |
python | 1.py | 2192ms | 83ms | 8.9MB | 2180ms | 0ms | pyston 3.8.12 |
python | 2.py | 2556ms | 13ms | 8.5MB | 2547ms | 0ms | pyston 3.8.12 |
python | 1.py | 3250ms | 26ms | 9.9MB | 3233ms | 0ms | cpython 3.12.1 |
python | 2.py | 3744ms | 9.6ms | 9.5MB | 3733ms | 0ms | cpython 3.12.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
crystal | 0-unsafe.cr | 20ms | 1.2ms | 3.1MB | 10ms | 0ms | crystal 1.11.2 |
crystal | 1.cr | 35ms | 1.1ms | 3.1MB | 27ms | 0ms | crystal 1.11.2 |
python | 2.py | 113ms | 4.7ms | 56.5MB | 87ms | 10ms | pypy 3.10.13 |
python | 1.py | 122ms | 0.4ms | 57.5MB | 93ms | 10ms | pypy 3.10.13 |
python | 1.py | 349ms | 6.2ms | 8.5MB | 337ms | 0ms | pyston 3.8.12 |
python | 2.py | 391ms | 3.9ms | 8.1MB | 380ms | 0ms | pyston 3.8.12 |
python | 1.py | 528ms | 10ms | 9.5MB | 517ms | 0ms | cpython 3.12.1 |
python | 2.py | 616ms | 7.8ms | 9.3MB | 603ms | 0ms | cpython 3.12.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
crystal | 1.cr | 928ms | 8.2ms | 64.6MB | 903ms | 7ms | crystal 1.11.2 |
python | 1.py | 2604ms | 19ms | 201.5MB | 2490ms | 97ms | pypy 3.10.13 |
python | 1.py | timeout | 0.0ms | 81.6MB | 4970ms | 20ms | cpython 3.12.1 |
python | 1.py | timeout | 0.0ms | 130.4MB | 4943ms | 40ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
crystal | 1.cr | 171ms | 2.6ms | 17.6MB | 157ms | 0ms | crystal 1.11.2 |
python | 1.py | 487ms | 3.0ms | 94.2MB | 440ms | 30ms | pypy 3.10.13 |
python | 1.py | timeout | 0.0ms | 34.1MB | 4977ms | 7ms | cpython 3.12.1 |
python | 1.py | timeout | 0.0ms | 41.4MB | 4970ms | 17ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
crystal | 1.cr | 342ms | 0.8ms | 3.5MB | 330ms | 0ms | crystal 1.11.2 |
crystal | 2.cr | 348ms | 10ms | 3.5MB | 337ms | 0ms | crystal 1.11.2 |
python | 2.py | 1386ms | 17ms | 60.4MB | 1357ms | 17ms | pypy 3.10.13 |
python | 1.py | 2647ms | 17ms | 54.1MB | 2617ms | 10ms | pypy 3.10.13 |
python | 1.py | timeout | 0.0ms | 9.1MB | 4987ms | 0ms | cpython 3.12.1 |
python | 2.py | timeout | 0.0ms | 9.3MB | 4990ms | 0ms | cpython 3.12.1 |
python | 1.py | timeout | 0.0ms | 8.3MB | 4980ms | 0ms | pyston 3.8.12 |
python | 2.py | timeout | 0.0ms | 8.1MB | 4983ms | 0ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
crystal | 2.cr | 37ms | 0.5ms | 3.5MB | 27ms | 0ms | crystal 1.11.2 |
crystal | 1.cr | 39ms | 1.2ms | 3.6MB | 30ms | 0ms | crystal 1.11.2 |
python | 2.py | 179ms | 0.4ms | 55.8MB | 153ms | 10ms | pypy 3.10.13 |
python | 1.py | 305ms | 5.4ms | 54.0MB | 283ms | 10ms | pypy 3.10.13 |
python | 1.py | 942ms | 43ms | 8.3MB | 930ms | 0ms | pyston 3.8.12 |
python | 2.py | 1314ms | 31ms | 8.1MB | 1300ms | 0ms | pyston 3.8.12 |
python | 1.py | 2986ms | 131ms | 9.1MB | 2973ms | 0ms | cpython 3.12.1 |
python | 2.py | 3077ms | 2.2ms | 9.1MB | 3063ms | 0ms | cpython 3.12.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
crystal | 1.cr | 380ms | 2.1ms | 42.7MB | 363ms | 0ms | crystal 1.11.2 |
crystal | 2.cr | 381ms | 2.1ms | 8.4MB | 370ms | 0ms | crystal 1.11.2 |
python | 2.py | 3061ms | 79ms | 632.9MB | 2887ms | 157ms | pyston 3.8.12 |
python | 1.py | 3479ms | 37ms | 366.2MB | 3410ms | 50ms | pypy 3.10.13 |
python | 1.py | 4862ms | 92ms | 320.5MB | 4807ms | 47ms | pyston 3.8.12 |
python | 2.py | 4871ms | 47ms | 634.1MB | 4697ms | 160ms | cpython 3.12.1 |
python | 1.py | timeout | 0.0ms | 321.7MB | 4963ms | 23ms | cpython 3.12.1 |
python | 2.py | timeout | 0.0ms | 956.8MB | 4737ms | 247ms | pypy 3.10.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
crystal | 1.cr | 80ms | 1.2ms | 13.3MB | 70ms | 0ms | crystal 1.11.2 |
crystal | 2.cr | 93ms | 0.9ms | 4.8MB | 80ms | 0ms | crystal 1.11.2 |
python | 1.py | 698ms | 9.1ms | 131.7MB | 667ms | 17ms | pypy 3.10.13 |
python | 2.py | 735ms | 2.3ms | 164.3MB | 690ms | 23ms | pyston 3.8.12 |
python | 1.py | 1113ms | 6.9ms | 86.0MB | 1087ms | 7ms | pyston 3.8.12 |
python | 2.py | 1213ms | 1.8ms | 165.4MB | 1170ms | 30ms | cpython 3.12.1 |
python | 1.py | 2241ms | 84ms | 87.3MB | 2217ms | 10ms | cpython 3.12.1 |
python | 2.py | 2612ms | 31ms | 283.0MB | 2523ms | 77ms | pypy 3.10.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 4.py | 1897ms | 5.0ms | 8.9MB | 1850ms | 30ms | pyston 3.8.12 |
crystal | 1.cr | 1944ms | 14ms | 6.5MB | 1910ms | 17ms | crystal 1.11.2 |
python | 4.py | 1959ms | 2.6ms | 9.9MB | 1910ms | 33ms | cpython 3.12.1 |
python | 4.py | 2334ms | 11ms | 63.4MB | 2280ms | 37ms | pypy 3.10.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 4.py | 450ms | 3.6ms | 8.8MB | 433ms | 0ms | pyston 3.8.12 |
crystal | 1.cr | 452ms | 10ms | 5.4MB | 437ms | 3ms | crystal 1.11.2 |
python | 4.py | 466ms | 5.6ms | 9.6MB | 450ms | 0ms | cpython 3.12.1 |
python | 4.py | 569ms | 8.0ms | 61.9MB | 537ms | 13ms | pypy 3.10.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
crystal | 1.cr | 3743ms | 15ms | 4.8MB | 3727ms | 0ms | crystal 1.11.2 |
python | 8.py | timeout | 0.0ms | 17.2MB | 57ms | 13ms | cpython 3.12.1 |
python | 8.py | timeout | 0.0ms | 76.8MB | 967ms | 133ms | pypy 3.10.13 |
python | 8.py | timeout | 0.0ms | 18.1MB | 63ms | 10ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
crystal | 1.cr | 945ms | 4.4ms | 4.4MB | 933ms | 0ms | crystal 1.11.2 |
python | 8.py | timeout | 0.0ms | 16.8MB | 100ms | 13ms | cpython 3.12.1 |
python | 8.py | timeout | 0.0ms | 75.9MB | 1767ms | 440ms | pypy 3.10.13 |
python | 8.py | timeout | 0.0ms | 17.8MB | 150ms | 30ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
crystal | 1.cr | 238ms | 0.1ms | 4.1MB | 227ms | 0ms | crystal 1.11.2 |
python | 8-m.py | 2161ms | 17ms | 76.3MB | 6830ms | 320ms | pypy 3.10.13 |
python | 8.py | timeout | 0.0ms | 14.6MB | 293ms | 40ms | cpython 3.12.1 |
python | 8.py | timeout | 0.0ms | 17.2MB | 430ms | 120ms | pyston 3.8.12 |