Current benchmark data was generated on Mon May 19 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 | 1208ms | 7.9ms | 96.1MB | 1143ms | 53ms | pypy 3.10.16 |
chapel | 4.chpl | 1952ms | 9.9ms | 62.3MB | 1943ms | 3ms | chpl 1.31.0 |
chapel | 3.chpl | 2127ms | 36ms | 62.3MB | 2120ms | 0ms | chpl 1.31.0 |
python | 1.py | timeout | 0.0ms | 40.9MB | 4963ms | 20ms | cpython 3.13.3 |
python | 1.py | timeout | 0.0ms | 40.5MB | 4757ms | 230ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 97ms | 2.2ms | 68.8MB | 70ms | 13ms | pypy 3.10.16 |
chapel | 4.chpl | 184ms | 1.8ms | 30.3MB | 180ms | 0ms | chpl 1.31.0 |
chapel | 3.chpl | 186ms | 1.6ms | 32.3MB | 183ms | 0ms | chpl 1.31.0 |
python | 1.py | 476ms | 3.5ms | 11.9MB | 453ms | 10ms | pyston 3.8.12 |
python | 1.py | 736ms | 14ms | 12.8MB | 723ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 1227ms | 12ms | 104.8MB | 1183ms | 33ms | pypy 3.10.16 |
chapel | 1-m.chpl | 2280ms | 43ms | 659.8MB | 4437ms | 87ms | chpl 1.31.0 |
python | 1.py | 2739ms | 28ms | 25.2MB | 2720ms | 7ms | cpython 3.13.3 |
python | 1.py | timeout | 0.0ms | 17.4MB | 4987ms | 0ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 1-m.chpl | 206ms | 4.4ms | 630.1MB | 320ms | 60ms | chpl 1.31.0 |
python | 1.py | 230ms | 1.7ms | 84.9MB | 190ms | 27ms | pypy 3.10.16 |
python | 1.py | 234ms | 2.7ms | 20.5MB | 213ms | 10ms | cpython 3.13.3 |
python | 1.py | 662ms | 11ms | 16.8MB | 647ms | 0ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 1.chpl | 71ms | 1.6ms | 32.5MB | 70ms | 0ms | chpl 1.31.0 |
python | 1.py | 252ms | 4.6ms | 83.0MB | 217ms | 20ms | pypy 3.10.16 |
python | 1.py | 361ms | 2.9ms | 12.7MB | 347ms | 0ms | cpython 3.13.3 |
python | 1.py | 2016ms | 25ms | 9.6MB | 2003ms | 0ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 1.chpl | 33ms | 3.0ms | 30.5MB | 30ms | 0ms | chpl 1.31.0 |
python | 1.py | 101ms | 1.7ms | 63.6MB | 73ms | 13ms | pypy 3.10.16 |
python | 1.py | 108ms | 1.3ms | 11.5MB | 97ms | 0ms | cpython 3.13.3 |
python | 1.py | 348ms | 1.4ms | 8.8MB | 340ms | 0ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 5-m.chpl | 105ms | 0.9ms | 28.4MB | 190ms | 0ms | chpl 1.31.0 |
python | 1.py | 1852ms | 2.6ms | 88.9MB | 1803ms | 30ms | pypy 3.10.16 |
python | 5-m.py | 2288ms | 4.5ms | 65.6MB | 3530ms | 820ms | pypy 3.10.16 |
python | 5-m.py | 2438ms | 9.1ms | 12.5MB | 3527ms | 990ms | pyston 3.8.12 |
python | 1.py | 3053ms | 14ms | 8.1MB | 3040ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 3439ms | 104ms | 13.9MB | 4590ms | 917ms | cpython 3.13.3 |
python | 1.py | 4786ms | 32ms | 8.8MB | 4770ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 5.chpl | 22ms | 2.1ms | 28.4MB | 20ms | 0ms | chpl 1.31.0 |
python | 1.py | 249ms | 3.9ms | 63.3MB | 223ms | 13ms | pypy 3.10.16 |
python | 5-m.py | 311ms | 2.2ms | 12.5MB | 393ms | 150ms | pyston 3.8.12 |
python | 1.py | 314ms | 3.8ms | 8.1MB | 300ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 405ms | 4.1ms | 13.9MB | 497ms | 133ms | cpython 3.13.3 |
python | 5-m.py | 442ms | 3.9ms | 65.6MB | 733ms | 303ms | pypy 3.10.16 |
python | 1.py | 495ms | 2.8ms | 8.9MB | 483ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 1.chpl | 11ms | 0.3ms | 28.8MB | 0ms | 0ms | chpl 1.31.0 |
python | 1.py | 11ms | 0.3ms | 7.6MB | 0ms | 0ms | pyston 3.8.12 |
python | 1.py | 13ms | 0.5ms | 8.8MB | 10ms | 0ms | cpython 3.13.3 |
python | 1.py | 29ms | 1.2ms | 51.7MB | 10ms | 10ms | pypy 3.10.16 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 3-m.chpl | 749ms | 3.1ms | 86.9MB | 1420ms | 7ms | chpl 1.31.0 |
python | 3-m.py | 2430ms | 39ms | 136.4MB | 8180ms | 343ms | pypy 3.10.16 |
python | 3-m.py | 3153ms | 25ms | 34.1MB | 11980ms | 117ms | pyston 3.8.12 |
python | 3.py | timeout | 0.0ms | 35.4MB | 97ms | 20ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 3-m.chpl | 115ms | 1.4ms | 77.0MB | 200ms | 0ms | chpl 1.31.0 |
python | 3-m.py | 387ms | 3.7ms | 76.5MB | 987ms | 163ms | pypy 3.10.16 |
python | 3-m.py | 399ms | 2.7ms | 14.4MB | 1320ms | 70ms | pyston 3.8.12 |
python | 3-m.py | 693ms | 7.5ms | 15.1MB | 2423ms | 70ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 2.chpl | 322ms | 4.1ms | 28.9MB | 317ms | 0ms | chpl 1.31.0 |
python | 2.py | 1353ms | 3.9ms | 58.1MB | 1330ms | 10ms | pypy 3.10.16 |
python | 1.py | 2669ms | 18ms | 57.1MB | 2643ms | 10ms | pypy 3.10.16 |
python | 1.py | timeout | 0.0ms | 8.9MB | 4990ms | 0ms | cpython 3.13.3 |
python | 2.py | timeout | 0.0ms | 8.9MB | 4987ms | 0ms | cpython 3.13.3 |
python | 1.py | timeout | 0.0ms | 8.3MB | 4990ms | 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 |
---|---|---|---|---|---|---|---|
chapel | 2.chpl | 45ms | 0.3ms | 28.9MB | 40ms | 0ms | chpl 1.31.0 |
python | 2.py | 177ms | 1.3ms | 58.1MB | 157ms | 10ms | pypy 3.10.16 |
python | 1.py | 305ms | 3.3ms | 57.0MB | 280ms | 10ms | pypy 3.10.16 |
python | 1.py | 928ms | 11ms | 8.3MB | 917ms | 0ms | pyston 3.8.12 |
python | 2.py | 1294ms | 2.1ms | 8.1MB | 1280ms | 0ms | pyston 3.8.12 |
python | 1.py | 2942ms | 8.2ms | 8.8MB | 2930ms | 0ms | cpython 3.13.3 |
python | 2.py | 3274ms | 97ms | 8.9MB | 3263ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 2.chpl | 445ms | 2.1ms | 30.4MB | 440ms | 0ms | chpl 1.31.0 |
python | 4.py | 1916ms | 21ms | 8.9MB | 1867ms | 33ms | pyston 3.8.12 |
python | 4.py | 1987ms | 11ms | 9.4MB | 1930ms | 43ms | cpython 3.13.3 |
python | 4.py | 2204ms | 6.9ms | 89.5MB | 2160ms | 30ms | pypy 3.10.16 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 2.chpl | 115ms | 0.6ms | 30.4MB | 110ms | 0ms | chpl 1.31.0 |
python | 4.py | 454ms | 4.5ms | 8.6MB | 443ms | 0ms | pyston 3.8.12 |
python | 4.py | 480ms | 17ms | 9.3MB | 470ms | 0ms | cpython 3.13.3 |
python | 4.py | 559ms | 7.0ms | 83.9MB | 527ms | 20ms | pypy 3.10.16 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 3.chpl | 1396ms | 9.0ms | 220.1MB | 1353ms | 37ms | chpl 1.31.0 |
python | 1.py | 2256ms | 13ms | 242.7MB | 2197ms | 47ms | pypy 3.10.16 |
python | 1.py | 4793ms | 54ms | 226.2MB | 4607ms | 173ms | pyston 3.8.12 |
python | 1.py | timeout | 0.0ms | 149.2MB | 4940ms | 50ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 3.chpl | 163ms | 2.2ms | 48.9MB | 140ms | 13ms | chpl 1.31.0 |
python | 1.py | 339ms | 2.5ms | 86.1MB | 300ms | 30ms | pypy 3.10.16 |
python | 1.py | 497ms | 0.1ms | 30.5MB | 460ms | 20ms | pyston 3.8.12 |
python | 1.py | 610ms | 7.4ms | 29.9MB | 583ms | 13ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 1.chpl | 1184ms | 16ms | 29.1MB | 1177ms | 0ms | chpl 1.31.0 |
python | 1.py | 3236ms | 88ms | 8.4MB | 3220ms | 0ms | pyston 3.8.12 |
python | 1.py | 3528ms | 9.8ms | 74.5MB | 3493ms | 20ms | pypy 3.10.16 |
python | 1.py | 3806ms | 7.0ms | 8.8MB | 3793ms | 0ms | cpython 3.13.3 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 1.chpl | 315ms | 8.4ms | 29.1MB | 310ms | 0ms | chpl 1.31.0 |
python | 1.py | 800ms | 6.2ms | 8.3MB | 790ms | 0ms | pyston 3.8.12 |
python | 1.py | 958ms | 3.5ms | 8.9MB | 947ms | 0ms | cpython 3.13.3 |
python | 1.py | 986ms | 1.3ms | 67.4MB | 957ms | 20ms | pypy 3.10.16 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 1-m.chpl | 1912ms | 1.5ms | 28.9MB | 3800ms | 0ms | chpl 1.31.0 |
chapel | 1.chpl | 3730ms | 9.2ms | 28.8MB | 3720ms | 0ms | chpl 1.31.0 |
python | 8.py | timeout | 0.0ms | 14.9MB | 37ms | 10ms | cpython 3.13.3 |
python | 8.py | timeout | 0.0ms | 95.9MB | 810ms | 90ms | pypy 3.10.16 |
python | 8.py | timeout | 0.0ms | 14.1MB | 30ms | 13ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 1-m.chpl | 492ms | 1.7ms | 28.8MB | 960ms | 0ms | chpl 1.31.0 |
chapel | 1.chpl | 940ms | 3.7ms | 28.8MB | 933ms | 0ms | chpl 1.31.0 |
python | 8.py | timeout | 0.0ms | 14.6MB | 47ms | 10ms | cpython 3.13.3 |
python | 8.py | timeout | 0.0ms | 96.4MB | 1343ms | 187ms | pypy 3.10.16 |
python | 8.py | timeout | 0.0ms | 13.6MB | 57ms | 10ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
chapel | 1-m.chpl | 134ms | 0.9ms | 28.9MB | 240ms | 0ms | chpl 1.31.0 |
chapel | 1.chpl | 249ms | 2.0ms | 28.8MB | 243ms | 0ms | chpl 1.31.0 |
python | 8-m.py | 1983ms | 24ms | 93.1MB | 6417ms | 257ms | pypy 3.10.16 |
python | 8.py | timeout | 0.0ms | 14.3MB | 87ms | 23ms | cpython 3.13.3 |
python | 8.py | timeout | 0.0ms | 13.4MB | 140ms | 33ms | pyston 3.8.12 |