Current benchmark data was generated on Fri Aug 01 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 | 1165ms | 6.5ms | 96.8MB | 1107ms | 47ms | pypy 3.11.13 |
ocaml | 1.ml | 3020ms | 42ms | 157.0MB | 2927ms | 77ms | ocaml 5.3.0 |
python | 1.py | timeout | 0.0ms | 41.0MB | 4967ms | 23ms | cpython 3.13.5 |
python | 1.py | timeout | 0.0ms | 40.5MB | 4733ms | 253ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 95ms | 3.5ms | 68.3MB | 63ms | 17ms | pypy 3.11.13 |
ocaml | 1.ml | 223ms | 9.3ms | 19.2MB | 207ms | 3ms | ocaml 5.3.0 |
python | 1.py | 492ms | 6.9ms | 11.9MB | 470ms | 10ms | pyston 3.8.12 |
python | 1.py | 734ms | 16ms | 12.9MB | 723ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ocaml | 6.ml | 346ms | 1.8ms | 24.8MB | 333ms | 0ms | ocaml 5.3.0 |
python | 1.py | 2215ms | 30ms | 89.2MB | 2163ms | 33ms | pypy 3.11.13 |
python | 5-m.py | 2319ms | 16ms | 66.2MB | 3547ms | 837ms | pypy 3.11.13 |
python | 5-m.py | 2445ms | 19ms | 12.5MB | 3547ms | 983ms | pyston 3.8.12 |
python | 1.py | 3020ms | 14ms | 8.1MB | 3007ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 3347ms | 16ms | 13.8MB | 4410ms | 927ms | cpython 3.13.5 |
python | 1.py | 4661ms | 7.5ms | 9.0MB | 4647ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ocaml | 6.ml | 39ms | 0.4ms | 7.3MB | 30ms | 0ms | ocaml 5.3.0 |
python | 1.py | 279ms | 1.4ms | 63.5MB | 250ms | 10ms | pypy 3.11.13 |
python | 5-m.py | 310ms | 1.1ms | 12.5MB | 393ms | 143ms | pyston 3.8.12 |
python | 1.py | 313ms | 2.4ms | 8.1MB | 303ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 394ms | 3.6ms | 13.8MB | 473ms | 127ms | cpython 3.13.5 |
python | 5-m.py | 448ms | 1.8ms | 66.2MB | 763ms | 273ms | pypy 3.11.13 |
python | 1.py | 491ms | 9.3ms | 8.9MB | 480ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 148ms | 2.3ms | 58.9MB | 123ms | 7ms | pypy 3.11.13 |
python | 1.py | 187ms | 5.0ms | 59.8MB | 163ms | 10ms | pypy 3.11.13 |
ocaml | 1.ml | 187ms | 2.5ms | 6.4MB | 180ms | 0ms | ocaml 5.3.0 |
python | 1.py | 734ms | 3.0ms | 8.9MB | 717ms | 0ms | pyston 3.8.12 |
python | 2.py | 857ms | 2.7ms | 8.5MB | 847ms | 0ms | pyston 3.8.12 |
python | 1.py | 1149ms | 2.1ms | 9.5MB | 1140ms | 0ms | cpython 3.13.5 |
python | 2.py | 1312ms | 22ms | 9.3MB | 1300ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 349ms | 5.1ms | 59.7MB | 320ms | 13ms | pypy 3.11.13 |
python | 1.py | 399ms | 2.9ms | 60.7MB | 373ms | 10ms | pypy 3.11.13 |
ocaml | 1.ml | 537ms | 13ms | 6.6MB | 523ms | 0ms | ocaml 5.3.0 |
python | 1.py | 2181ms | 1.1ms | 8.9MB | 2170ms | 0ms | pyston 3.8.12 |
python | 2.py | 2527ms | 6.0ms | 8.5MB | 2513ms | 0ms | pyston 3.8.12 |
python | 1.py | 3381ms | 12ms | 9.5MB | 3373ms | 0ms | cpython 3.13.5 |
python | 2.py | 3934ms | 57ms | 9.3MB | 3923ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ocaml | 1.ml | 75ms | 0.2ms | 5.9MB | 67ms | 0ms | ocaml 5.3.0 |
python | 2.py | 106ms | 3.8ms | 58.1MB | 83ms | 10ms | pypy 3.11.13 |
python | 1.py | 122ms | 3.9ms | 59.3MB | 103ms | 10ms | pypy 3.11.13 |
python | 1.py | 357ms | 3.8ms | 8.5MB | 347ms | 0ms | pyston 3.8.12 |
python | 2.py | 391ms | 3.4ms | 8.1MB | 383ms | 0ms | pyston 3.8.12 |
python | 1.py | 540ms | 3.8ms | 9.3MB | 527ms | 0ms | cpython 3.13.5 |
python | 2.py | 631ms | 12ms | 8.9MB | 620ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ocaml | 1.ml | 1113ms | 16ms | 70.2MB | 1073ms | 27ms | ocaml 5.3.0 |
ocaml | 2.ml | 2055ms | 6.7ms | 91.8MB | 2000ms | 40ms | ocaml 5.3.0 |
python | 1.py | 2182ms | 14ms | 204.7MB | 2060ms | 107ms | pypy 3.11.13 |
python | 1.py | timeout | 0.0ms | 94.1MB | 4957ms | 33ms | cpython 3.13.5 |
python | 1.py | timeout | 0.0ms | 130.4MB | 4937ms | 53ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ocaml | 1.ml | 146ms | 2.9ms | 21.7MB | 130ms | 7ms | ocaml 5.3.0 |
ocaml | 2.ml | 358ms | 7.5ms | 27.6MB | 340ms | 3ms | ocaml 5.3.0 |
python | 1.py | 375ms | 1.4ms | 105.3MB | 317ms | 43ms | pypy 3.11.13 |
python | 1.py | 3001ms | 36ms | 37.4MB | 2973ms | 13ms | cpython 3.13.5 |
python | 1.py | timeout | 0.0ms | 48.9MB | 4940ms | 47ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ocaml | 1.ml | 373ms | 2.9ms | 5.2MB | 363ms | 0ms | ocaml 5.3.0 |
python | 2.py | 1342ms | 2.7ms | 60.5MB | 1317ms | 13ms | pypy 3.11.13 |
python | 1.py | 2650ms | 17ms | 57.8MB | 2627ms | 10ms | pypy 3.11.13 |
python | 1.py | timeout | 0.0ms | 8.9MB | 4990ms | 0ms | cpython 3.13.5 |
python | 2.py | timeout | 0.0ms | 9.0MB | 4990ms | 0ms | cpython 3.13.5 |
python | 1.py | timeout | 0.0ms | 8.3MB | 4990ms | 0ms | pyston 3.8.12 |
python | 2.py | timeout | 0.0ms | 8.1MB | 4990ms | 0ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ocaml | 1.ml | 42ms | 0.9ms | 5.3MB | 30ms | 0ms | ocaml 5.3.0 |
python | 2.py | 176ms | 4.7ms | 58.5MB | 153ms | 10ms | pypy 3.11.13 |
python | 1.py | 305ms | 1.6ms | 57.8MB | 283ms | 7ms | pypy 3.11.13 |
python | 1.py | 940ms | 29ms | 8.3MB | 927ms | 0ms | pyston 3.8.12 |
python | 2.py | 1345ms | 52ms | 8.1MB | 1330ms | 0ms | pyston 3.8.12 |
python | 1.py | 2971ms | 99ms | 8.9MB | 2960ms | 0ms | cpython 3.13.5 |
python | 2.py | 2989ms | 51ms | 9.0MB | 2977ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ocaml | 1.ml | 932ms | 21ms | 543.2MB | 877ms | 43ms | ocaml 5.3.0 |
ocaml | 2.ml | 1887ms | 12ms | 19.0MB | 1873ms | 0ms | ocaml 5.3.0 |
python | 1.py | 2403ms | 56ms | 369.9MB | 2330ms | 57ms | pypy 3.11.13 |
python | 2.py | 2979ms | 17ms | 633.0MB | 2793ms | 170ms | pyston 3.8.12 |
python | 1.py | 4806ms | 156ms | 320.4MB | 4743ms | 47ms | pyston 3.8.12 |
python | 1.py | timeout | 0.0ms | 321.4MB | 4960ms | 20ms | cpython 3.13.5 |
python | 2.py | timeout | 0.0ms | 633.8MB | 4827ms | 160ms | cpython 3.13.5 |
python | 2.py | timeout | 0.0ms | 1017.7MB | 4707ms | 280ms | pypy 3.11.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ocaml | 1.ml | 175ms | 1.5ms | 142.1MB | 150ms | 10ms | ocaml 5.3.0 |
ocaml | 2.ml | 469ms | 6.0ms | 9.1MB | 457ms | 0ms | ocaml 5.3.0 |
python | 1.py | 503ms | 12ms | 135.7MB | 463ms | 23ms | pypy 3.11.13 |
python | 2.py | 726ms | 6.1ms | 164.2MB | 683ms | 30ms | pyston 3.8.12 |
python | 1.py | 1068ms | 11ms | 86.0MB | 1040ms | 10ms | pyston 3.8.12 |
python | 2.py | 1370ms | 7.2ms | 165.1MB | 1327ms | 30ms | cpython 3.13.5 |
python | 2.py | 1392ms | 15ms | 290.8MB | 1303ms | 73ms | pypy 3.11.13 |
python | 1.py | 2819ms | 6.7ms | 87.0MB | 2793ms | 10ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 2244ms | 7.2ms | 245.8MB | 2183ms | 43ms | pypy 3.11.13 |
python | 1.py | 4754ms | 9.8ms | 226.2MB | 4570ms | 170ms | pyston 3.8.12 |
ocaml | 2.ml | timeout | 0.0ms | 462.8MB | 4823ms | 167ms | ocaml 5.3.0 |
python | 1.py | timeout | 0.0ms | 137.9MB | 4930ms | 53ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 333ms | 7.5ms | 87.3MB | 290ms | 30ms | pypy 3.11.13 |
python | 1.py | 497ms | 1.8ms | 30.3MB | 463ms | 20ms | pyston 3.8.12 |
ocaml | 2.ml | 549ms | 3.2ms | 57.1MB | 510ms | 23ms | ocaml 5.3.0 |
python | 1.py | 617ms | 0.3ms | 30.0MB | 587ms | 17ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ocaml | 2.ml | 4574ms | 4.7ms | 6.4MB | 4563ms | 0ms | ocaml 5.3.0 |
python | 8.py | timeout | 0.0ms | 14.8MB | 40ms | 10ms | cpython 3.13.5 |
python | 8.py | timeout | 0.0ms | 94.2MB | 653ms | 73ms | pypy 3.11.13 |
python | 8.py | timeout | 0.0ms | 14.3MB | 40ms | 10ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ocaml | 2.ml | 1166ms | 5.8ms | 5.9MB | 1153ms | 0ms | ocaml 5.3.0 |
python | 8.py | timeout | 0.0ms | 14.4MB | 50ms | 7ms | cpython 3.13.5 |
python | 8.py | timeout | 0.0ms | 96.2MB | 1180ms | 140ms | pypy 3.11.13 |
python | 8.py | timeout | 0.0ms | 13.6MB | 63ms | 13ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
ocaml | 2.ml | 295ms | 3.8ms | 5.2MB | 283ms | 0ms | ocaml 5.3.0 |
python | 8-m.py | 2147ms | 28ms | 94.2MB | 7087ms | 240ms | pypy 3.11.13 |
python | 8.py | timeout | 0.0ms | 14.3MB | 90ms | 13ms | cpython 3.13.5 |
python | 8.py | timeout | 0.0ms | 13.1MB | 133ms | 37ms | pyston 3.8.12 |