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 |
---|---|---|---|---|---|---|---|
python | 1.py | 1514ms | 15ms | 271.7MB | 1403ms | 93ms | pypy 3.9.16 |
zig | 1.zig | 2124ms | 12ms | 49.1MB | 2090ms | 17ms | zig 0.11.0-dev.1480+f68d3c63d |
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 |
zig | 1.zig | 183ms | 1.2ms | 7.0MB | 170ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
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 | 691ms | 3.5ms | 81.8MB | 667ms | 3ms | pypy 3.9.16 |
python | 1.py | 1657ms | 0.4ms | 10.1MB | 1647ms | 0ms | cpython 3.11.1 |
python | 1.py | 2786ms | 0.9ms | 9.8MB | 2773ms | 0ms | pyston 3.8.12 |
zig | 1.zig | 3828ms | 0.4ms | 2.6MB | 3800ms | 10ms | zig 0.11.0-dev.1480+f68d3c63d |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
python | 1.py | 175ms | 0.5ms | 77.9MB | 147ms | 13ms | pypy 3.9.16 |
python | 1.py | 303ms | 3.7ms | 9.4MB | 287ms | 0ms | cpython 3.11.1 |
python | 1.py | 480ms | 1.1ms | 8.9MB | 467ms | 0ms | pyston 3.8.12 |
zig | 1.zig | 635ms | 0.3ms | 1.9MB | 617ms | 3ms | zig 0.11.0-dev.1480+f68d3c63d |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 2-m.zig | 1293ms | 14ms | 1.1MB | 2520ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
zig | 3-i.zig | 1576ms | 41ms | 1.0MB | 1567ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
zig | 2.zig | 2524ms | 3.1ms | 1.0MB | 2513ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
zig | 1.zig | 3480ms | 3.3ms | 1.0MB | 3470ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 2-m.zig | 118ms | 0.2ms | 1.1MB | 210ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
zig | 3-i.zig | 130ms | 0.3ms | 1.0MB | 120ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
zig | 2.zig | 217ms | 0.2ms | 1.0MB | 207ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
zig | 1.zig | 287ms | 0.3ms | 1.0MB | 280ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 1.zig | 154ms | 0.2ms | 1.0MB | 147ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
python | 1.py | 2504ms | 14ms | 88.0MB | 2467ms | 17ms | pypy 3.9.16 |
python | 5-m.py | 3892ms | 25ms | 82.5MB | 5217ms | 1040ms | pypy 3.9.16 |
python | 5-m.py | 4026ms | 85ms | 12.8MB | 6157ms | 910ms | pyston 3.8.12 |
python | 1.py | 4078ms | 6.7ms | 8.0MB | 4067ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 4121ms | 5.2ms | 13.6MB | 5753ms | 987ms | cpython 3.11.1 |
python | 1.py | timeout | 0.0ms | 8.6MB | 4983ms | 3ms | cpython 3.11.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 1.zig | 18ms | 0.7ms | 1.0MB | 10ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
python | 1.py | 319ms | 9.7ms | 79.2MB | 287ms | 20ms | pypy 3.9.16 |
python | 1.py | 422ms | 1.4ms | 7.9MB | 410ms | 0ms | pyston 3.8.12 |
python | 5-m.py | 469ms | 10ms | 12.7MB | 687ms | 123ms | pyston 3.8.12 |
python | 5-m.py | 477ms | 7.3ms | 13.6MB | 623ms | 113ms | cpython 3.11.1 |
python | 1.py | 600ms | 2.2ms | 8.6MB | 587ms | 0ms | cpython 3.11.1 |
python | 5-m.py | 759ms | 7.0ms | 82.5MB | 653ms | 390ms | pypy 3.9.16 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 1.zig | 1.2ms | 0.3ms | 1.0MB | 0ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
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 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 1.zig | 118ms | 0.8ms | 14.4MB | 100ms | 3ms | zig 0.11.0-dev.1480+f68d3c63d |
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 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 1.zig | 702ms | 0.7ms | 75.0MB | 660ms | 20ms | zig 0.11.0-dev.1480+f68d3c63d |
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 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 1.zig | 1137ms | 8.5ms | 25.7MB | 1103ms | 17ms | zig 0.11.0-dev.1480+f68d3c63d |
python | 3-m.py | 3451ms | 24ms | 204.9MB | 6053ms | 317ms | pypy 3.9.16 |
python | 3-m.py | 4892ms | 85ms | 34.3MB | 9350ms | 50ms | pyston 3.8.12 |
python | 3.py | timeout | 0.0ms | 35.0MB | 90ms | 10ms | cpython 3.11.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 1.zig | 128ms | 0.9ms | 7.4MB | 113ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
python | 3-m.py | 518ms | 3.6ms | 94.6MB | 727ms | 123ms | pypy 3.9.16 |
python | 3-m.py | 579ms | 12ms | 17.7MB | 1013ms | 30ms | pyston 3.8.12 |
python | 3-m.py | 812ms | 13ms | 16.8MB | 1477ms | 17ms | cpython 3.11.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 1.zig | 45ms | 1.1ms | 2.8MB | 33ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
python | 2.py | 194ms | 1.0ms | 77.2MB | 160ms | 17ms | pypy 3.9.16 |
python | 1.py | 234ms | 1.2ms | 78.5MB | 210ms | 10ms | pypy 3.9.16 |
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 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 1.zig | 125ms | 0.7ms | 2.7MB | 120ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
python | 2.py | 453ms | 0.3ms | 77.4MB | 423ms | 13ms | pypy 3.9.16 |
python | 1.py | 502ms | 5.7ms | 78.7MB | 480ms | 7ms | pypy 3.9.16 |
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 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 1.zig | 20ms | 0.4ms | 1.0MB | 10ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
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 |
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 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 1.zig | 1076ms | 10ms | 41.1MB | 1050ms | 7ms | zig 0.11.0-dev.1480+f68d3c63d |
python | 1.py | 2251ms | 26ms | 292.0MB | 2047ms | 183ms | pypy 3.9.16 |
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 |
---|---|---|---|---|---|---|---|
zig | 1.zig | 219ms | 2.8ms | 11.0MB | 207ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
python | 1.py | 317ms | 1.6ms | 138.4MB | 273ms | 27ms | pypy 3.9.16 |
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 |
---|---|---|---|---|---|---|---|
zig | 2.zig | 303ms | 0.7ms | 1.0MB | 290ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
zig | 1.zig | 363ms | 0.4ms | 1.0MB | 350ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
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 |
---|---|---|---|---|---|---|---|
zig | 2.zig | 32ms | 0.3ms | 1.0MB | 20ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
zig | 1.zig | 40ms | 0.8ms | 1.0MB | 30ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
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 |
---|---|---|---|---|---|---|---|
zig | 2.zig | 423ms | 3.7ms | 6.0MB | 413ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
zig | 1.zig | 624ms | 18ms | 40.2MB | 600ms | 10ms | zig 0.11.0-dev.1480+f68d3c63d |
python | 1.py | 3855ms | 9.2ms | 388.9MB | 3733ms | 110ms | pypy 3.9.16 |
python | 2.py | 4940ms | 25ms | 633.1MB | 4617ms | 307ms | pyston 3.8.12 |
python | 1.py | timeout | 0.0ms | 321.1MB | 4930ms | 50ms | cpython 3.11.1 |
python | 2.py | timeout | 0.0ms | 633.6MB | 4710ms | 270ms | cpython 3.11.1 |
python | 2.py | timeout | 0.0ms | 1013.9MB | 4687ms | 290ms | pypy 3.9.16 |
python | 1.py | timeout | 0.0ms | 320.3MB | 4893ms | 87ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 2.zig | 95ms | 0.1ms | 2.2MB | 80ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
zig | 1.zig | 117ms | 3.5ms | 10.9MB | 103ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
python | 1.py | 879ms | 18ms | 213.2MB | 833ms | 33ms | pypy 3.9.16 |
python | 2.py | 1150ms | 4.6ms | 164.3MB | 1083ms | 53ms | pyston 3.8.12 |
python | 2.py | 1427ms | 11ms | 266.8MB | 1317ms | 93ms | pypy 3.9.16 |
python | 2.py | 1657ms | 5.2ms | 164.9MB | 1597ms | 43ms | cpython 3.11.1 |
python | 1.py | 1781ms | 26ms | 86.1MB | 1747ms | 17ms | pyston 3.8.12 |
python | 1.py | 2819ms | 23ms | 86.8MB | 2777ms | 20ms | cpython 3.11.1 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 1.zig | 2303ms | 0.9ms | 2.3MB | 2280ms | 7ms | zig 0.11.0-dev.1480+f68d3c63d |
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 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 1.zig | 517ms | 0.9ms | 1.9MB | 510ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
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 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 2-m.zig | 1062ms | 0.9ms | 1.3MB | 2053ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
zig | 2.zig | 2061ms | 1.2ms | 1.0MB | 2050ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
zig | 1.zig | 4577ms | 0.7ms | 1.1MB | 4567ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
python | 8.py | timeout | 0.0ms | 16.3MB | 60ms | 3ms | cpython 3.11.1 |
python | 8.py | timeout | 0.0ms | 104.5MB | 650ms | 90ms | pypy 3.9.16 |
python | 8.py | timeout | 0.0ms | 17.6MB | 67ms | 13ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 2-m.zig | 276ms | 0.9ms | 1.1MB | 500ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
zig | 2.zig | 517ms | 0.4ms | 1.1MB | 507ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
zig | 1.zig | 1148ms | 0.7ms | 1.1MB | 1137ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
python | 8.py | timeout | 0.0ms | 16.1MB | 113ms | 17ms | cpython 3.11.1 |
python | 8.py | timeout | 0.0ms | 115.0MB | 1113ms | 200ms | pypy 3.9.16 |
python | 8.py | timeout | 0.0ms | 17.5MB | 167ms | 30ms | pyston 3.8.12 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
zig | 2-m.zig | 84ms | 12ms | 1.2MB | 127ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
zig | 2.zig | 131ms | 0.3ms | 1.0MB | 120ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
zig | 1.zig | 291ms | 1.6ms | 1.1MB | 280ms | 0ms | zig 0.11.0-dev.1480+f68d3c63d |
python | 8-m.py | 3099ms | 18ms | 105.8MB | 5327ms | 327ms | pypy 3.9.16 |
python | 8.py | timeout | 0.0ms | 15.8MB | 257ms | 23ms | cpython 3.11.1 |
python | 8.py | timeout | 0.0ms | 17.1MB | 353ms | 47ms | pyston 3.8.12 |