Current benchmark data was generated on Sun Jul 13 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 |
---|---|---|---|---|---|---|---|
typescript | 1.ts | 1033ms | 8.1ms | 393.7MB | 990ms | 190ms | deno 2.4.1 |
python | 1.py | 1162ms | 7.5ms | 96.8MB | 1097ms | 47ms | pypy 3.11.13 |
python | 1.py | timeout | 0.0ms | 41.0MB | 4973ms | 10ms | cpython 3.13.5 |
python | 1.py | timeout | 0.0ms | 40.5MB | 4743ms | 240ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 94ms | 1.5ms | 68.2MB | 67ms | 13ms | pypy 3.11.13 |
typescript | 1.ts | 129ms | 0.9ms | 81.2MB | 130ms | 27ms | deno 2.4.1 |
python | 1.py | 478ms | 3.6ms | 11.9MB | 457ms | 10ms | pyston 3.8.12 |
python | 1.py | 727ms | 3.3ms | 12.9MB | 717ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
typescript | 1.ts | 1236ms | 5.2ms | 122.7MB | 1227ms | 60ms | deno 2.4.1 |
python | 1.py | 1241ms | 47ms | 104.7MB | 1190ms | 33ms | pypy 3.11.13 |
python | 1.py | 2671ms | 7.4ms | 25.4MB | 2650ms | 10ms | cpython 3.13.5 |
python | 1.py | timeout | 0.0ms | 17.4MB | 4980ms | 7ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
typescript | 1.ts | 146ms | 2.5ms | 73.0MB | 123ms | 23ms | deno 2.4.1 |
python | 1.py | 223ms | 2.2ms | 85.2MB | 187ms | 23ms | pypy 3.11.13 |
python | 1.py | 228ms | 1.3ms | 20.6MB | 203ms | 10ms | cpython 3.13.5 |
python | 1.py | 660ms | 16ms | 16.8MB | 643ms | 0ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
typescript | 1.ts | 2107ms | 27ms | 59.5MB | 1987ms | 123ms | deno 2.4.1 |
python | 1.py | 2206ms | 28ms | 89.1MB | 2163ms | 33ms | pypy 3.11.13 |
python | 5-m.py | 2331ms | 44ms | 66.1MB | 3597ms | 827ms | pypy 3.11.13 |
python | 5-m.py | 2434ms | 24ms | 12.5MB | 3547ms | 953ms | pyston 3.8.12 |
python | 1.py | 3030ms | 35ms | 8.1MB | 3013ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 3359ms | 19ms | 13.8MB | 4437ms | 910ms | cpython 3.13.5 |
python | 1.py | 4658ms | 45ms | 9.0MB | 4647ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
typescript | 1.ts | 245ms | 2.7ms | 59.5MB | 223ms | 23ms | deno 2.4.1 |
python | 1.py | 279ms | 5.1ms | 63.3MB | 253ms | 10ms | pypy 3.11.13 |
python | 5-m.py | 310ms | 3.6ms | 12.5MB | 397ms | 147ms | pyston 3.8.12 |
python | 1.py | 314ms | 1.1ms | 8.1MB | 300ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 393ms | 1.0ms | 13.8MB | 473ms | 127ms | cpython 3.13.5 |
python | 5-m.py | 449ms | 2.7ms | 66.2MB | 743ms | 297ms | pypy 3.11.13 |
python | 1.py | 486ms | 1.2ms | 9.0MB | 473ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 12ms | 0.8ms | 7.6MB | 0ms | 0ms | pyston 3.8.12 |
python | 1.py | 14ms | 1.2ms | 8.8MB | 10ms | 0ms | cpython 3.13.5 |
typescript | 1.ts | 27ms | 0.5ms | 45.9MB | 10ms | 4ms | deno 2.4.1 |
python | 1.py | 30ms | 0.8ms | 52.3MB | 10ms | 10ms | pypy 3.11.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
typescript | 1-m.ts | 660ms | 3.1ms | 240.3MB | 617ms | 410ms | deno 2.4.1 |
typescript | 2-m.ts | 696ms | 11ms | 241.4MB | 633ms | 427ms | deno 2.4.1 |
typescript | 1-http2.ts | 785ms | 13ms | 233.0MB | 753ms | 380ms | deno 2.4.1 |
typescript | 2-tls.ts | 1355ms | 20ms | 260.2MB | 1230ms | 493ms | deno 2.4.1 |
python | 1.py | 2132ms | 36ms | 26.6MB | 1080ms | 1440ms | pyston 3.8.12 |
python | 1.py | 2538ms | 364ms | 27.6MB | 1573ms | 1443ms | cpython 3.13.5 |
python | 1.py | 4714ms | 375ms | 102.2MB | 3087ms | 1100ms | pypy 3.11.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
typescript | 1.ts | 169ms | 0.6ms | 92.8MB | 123ms | 90ms | deno 2.4.1 |
typescript | 2.ts | 172ms | 3.5ms | 92.4MB | 130ms | 90ms | deno 2.4.1 |
typescript | 1-http2.ts | 200ms | 3.0ms | 95.8MB | 153ms | 80ms | deno 2.4.1 |
typescript | 2-tls.ts | 346ms | 6.9ms | 100.4MB | 273ms | 120ms | deno 2.4.1 |
python | 1.py | 1088ms | 2.8ms | 21.3MB | 237ms | 253ms | pyston 3.8.12 |
python | 1.py | 1193ms | 73ms | 22.9MB | 313ms | 247ms | cpython 3.13.5 |
python | 1.py | 1730ms | 340ms | 87.1MB | 750ms | 210ms | pypy 3.11.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
typescript | 1.ts | 165ms | 2.4ms | 93.5MB | 163ms | 33ms | deno 2.4.1 |
python | 1.py | 201ms | 0.9ms | 38.1MB | 167ms | 23ms | pyston 3.8.12 |
python | 1.py | 217ms | 2.1ms | 38.7MB | 193ms | 10ms | cpython 3.13.5 |
python | 1.py | 451ms | 4.1ms | 109.3MB | 403ms | 37ms | pypy 3.11.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
typescript | 1.ts | 1198ms | 4.0ms | 416.1MB | 1317ms | 147ms | deno 2.4.1 |
python | 1.py | 1831ms | 9.9ms | 220.5MB | 1663ms | 157ms | pyston 3.8.12 |
python | 1.py | 1931ms | 9.0ms | 222.0MB | 1827ms | 90ms | cpython 3.13.5 |
python | 1.py | 3242ms | 13ms | 365.1MB | 3083ms | 140ms | pypy 3.11.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 154ms | 2.4ms | 58.9MB | 130ms | 10ms | pypy 3.11.13 |
python | 1.py | 187ms | 3.8ms | 59.8MB | 160ms | 10ms | pypy 3.11.13 |
typescript | 2.ts | 281ms | 0.5ms | 65.2MB | 270ms | 17ms | deno 2.4.1 |
typescript | 1.ts | 590ms | 2.8ms | 63.3MB | 570ms | 17ms | deno 2.4.1 |
python | 1.py | 730ms | 3.4ms | 8.9MB | 720ms | 0ms | pyston 3.8.12 |
python | 2.py | 845ms | 19ms | 8.5MB | 833ms | 0ms | pyston 3.8.12 |
python | 1.py | 1136ms | 8.0ms | 9.5MB | 1123ms | 0ms | cpython 3.13.5 |
python | 2.py | 1323ms | 19ms | 9.3MB | 1310ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 361ms | 2.1ms | 59.7MB | 330ms | 10ms | pypy 3.11.13 |
python | 1.py | 401ms | 4.8ms | 60.9MB | 377ms | 13ms | pypy 3.11.13 |
typescript | 2.ts | 747ms | 3.0ms | 72.7MB | 733ms | 20ms | deno 2.4.1 |
typescript | 1.ts | 1695ms | 6.1ms | 70.2MB | 1673ms | 17ms | deno 2.4.1 |
python | 1.py | 2157ms | 16ms | 8.9MB | 2143ms | 0ms | pyston 3.8.12 |
python | 2.py | 2513ms | 23ms | 8.5MB | 2503ms | 0ms | pyston 3.8.12 |
python | 1.py | 3335ms | 53ms | 9.5MB | 3320ms | 0ms | cpython 3.13.5 |
python | 2.py | 3942ms | 29ms | 9.3MB | 3930ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 2.py | 109ms | 3.1ms | 58.1MB | 87ms | 10ms | pypy 3.11.13 |
python | 1.py | 124ms | 3.2ms | 59.4MB | 103ms | 10ms | pypy 3.11.13 |
typescript | 2.ts | 142ms | 0.8ms | 59.1MB | 127ms | 13ms | deno 2.4.1 |
typescript | 1.ts | 172ms | 2.3ms | 60.6MB | 157ms | 10ms | deno 2.4.1 |
python | 1.py | 361ms | 6.0ms | 8.5MB | 347ms | 0ms | pyston 3.8.12 |
python | 2.py | 388ms | 3.0ms | 8.1MB | 377ms | 0ms | pyston 3.8.12 |
python | 1.py | 534ms | 6.3ms | 9.3MB | 523ms | 0ms | cpython 3.13.5 |
python | 2.py | 638ms | 7.1ms | 8.9MB | 627ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
typescript | 1.ts | 561ms | 3.8ms | 229.4MB | 570ms | 113ms | deno 2.4.1 |
python | 1.py | 2184ms | 9.5ms | 204.9MB | 2073ms | 97ms | pypy 3.11.13 |
python | 1.py | timeout | 0.0ms | 94.1MB | 4960ms | 27ms | cpython 3.13.5 |
python | 1.py | timeout | 0.0ms | 130.4MB | 4940ms | 47ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
typescript | 1.ts | 158ms | 4.4ms | 100.2MB | 153ms | 40ms | deno 2.4.1 |
python | 1.py | 378ms | 3.7ms | 105.2MB | 320ms | 47ms | pypy 3.11.13 |
python | 1.py | 2994ms | 19ms | 37.4MB | 2970ms | 10ms | cpython 3.13.5 |
python | 1.py | timeout | 0.0ms | 48.9MB | 4943ms | 43ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
typescript | 6.ts | 464ms | 2.3ms | 58.0MB | 450ms | 10ms | deno 2.4.1 |
python | 2.py | 1348ms | 4.2ms | 60.6MB | 1320ms | 10ms | pypy 3.11.13 |
python | 1.py | 2705ms | 69ms | 57.8MB | 2677ms | 13ms | 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 |
---|---|---|---|---|---|---|---|
typescript | 6.ts | 78ms | 1.2ms | 58.1MB | 63ms | 10ms | deno 2.4.1 |
python | 2.py | 178ms | 3.3ms | 58.3MB | 153ms | 10ms | pypy 3.11.13 |
python | 1.py | 309ms | 4.0ms | 57.8MB | 287ms | 10ms | pypy 3.11.13 |
python | 1.py | 936ms | 11ms | 8.3MB | 927ms | 0ms | pyston 3.8.12 |
python | 2.py | 1312ms | 18ms | 8.3MB | 1300ms | 0ms | pyston 3.8.12 |
python | 1.py | 2893ms | 26ms | 8.9MB | 2883ms | 0ms | cpython 3.13.5 |
python | 2.py | 3043ms | 14ms | 9.0MB | 3030ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 4.py | 1921ms | 13ms | 8.9MB | 1873ms | 33ms | pyston 3.8.12 |
python | 4.py | 1974ms | 0.7ms | 9.5MB | 1920ms | 40ms | cpython 3.13.5 |
python | 4.py | 2156ms | 3.3ms | 89.6MB | 2117ms | 27ms | pypy 3.11.13 |
typescript | 3.ts | timeout | 0.0ms | 134.7MB | 4923ms | 113ms | deno 2.4.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 4.py | 454ms | 1.7ms | 8.6MB | 440ms | 0ms | pyston 3.8.12 |
python | 4.py | 470ms | 3.8ms | 9.4MB | 457ms | 0ms | cpython 3.13.5 |
python | 4.py | 541ms | 4.5ms | 83.8MB | 503ms | 23ms | pypy 3.11.13 |
typescript | 3.ts | 1170ms | 26ms | 78.6MB | 1113ms | 73ms | deno 2.4.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
typescript | 1.ts | 1937ms | 13ms | 61.1MB | 1940ms | 17ms | deno 2.4.1 |
python | 1.py | 3177ms | 13ms | 8.3MB | 3163ms | 0ms | pyston 3.8.12 |
python | 1.py | 3587ms | 25ms | 75.4MB | 3547ms | 27ms | pypy 3.11.13 |
python | 1.py | 3805ms | 16ms | 8.9MB | 3790ms | 0ms | cpython 3.13.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
typescript | 1.ts | 525ms | 5.7ms | 60.2MB | 533ms | 13ms | deno 2.4.1 |
python | 1.py | 802ms | 4.0ms | 8.3MB | 793ms | 0ms | pyston 3.8.12 |
python | 1.py | 961ms | 8.5ms | 8.9MB | 950ms | 0ms | cpython 3.13.5 |
python | 1.py | 996ms | 3.5ms | 68.6MB | 963ms | 17ms | pypy 3.11.13 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
typescript | 7.ts | 4048ms | 25ms | 58.0MB | 4033ms | 7ms | deno 2.4.1 |
python | 8.py | timeout | 0.0ms | 14.8MB | 33ms | 10ms | cpython 3.13.5 |
python | 8.py | timeout | 0.0ms | 94.7MB | 680ms | 60ms | pypy 3.11.13 |
python | 8.py | timeout | 0.0ms | 14.2MB | 33ms | 13ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
typescript | 7.ts | 1037ms | 3.5ms | 57.6MB | 1023ms | 10ms | deno 2.4.1 |
python | 8.py | timeout | 0.0ms | 14.5MB | 43ms | 10ms | cpython 3.13.5 |
python | 8.py | timeout | 0.0ms | 97.8MB | 1170ms | 147ms | pypy 3.11.13 |
python | 8.py | timeout | 0.0ms | 13.6MB | 57ms | 20ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
typescript | 7.ts | 283ms | 4.6ms | 56.5MB | 267ms | 10ms | deno 2.4.1 |
python | 8-m.py | 2134ms | 4.9ms | 94.1MB | 7090ms | 240ms | pypy 3.11.13 |
python | 8.py | timeout | 0.0ms | 14.0MB | 87ms | 17ms | cpython 3.13.5 |
python | 8.py | timeout | 0.0ms | 13.2MB | 133ms | 33ms | pyston 3.8.12 |