Programming Language and compiler
Benchmarks

Rust VS Python benchmarks

Current benchmark data was generated on Wed Feb 08 2023, full log can be found HERE

CONTRIBUTIONS are WELCOME!

[x86_64][2 cores] Intel(R) Xeon(R) Platinum 8171M CPU @ 2.60GHz (Model 85)

* -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.)

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 5c-m.rs 212ms 1.9ms 1.7MB 370ms 7ms rustc 1.69.0-nightly
rust 5-m.rs 224ms 5.8ms 1.7MB 400ms 0ms rustc 1.67.0
rust 1c.rs 257ms 0.4ms 1.0MB 247ms 0ms rustc 1.69.0-nightly
rust 1.rs 314ms 1.1ms 1.0MB 307ms 0ms rustc 1.67.0
python 5-m.py 3319ms 2874ms 76.1MB 6847ms 1390ms pypy 3.9.16
python 1.py 3477ms 32ms 84.7MB 3433ms 23ms pypy 3.9.16
python 5-m.py 3960ms 31ms 12.5MB 5733ms 1390ms pyston 3.8.12
python 1.py 4684ms 24ms 7.9MB 4667ms 0ms pyston 3.8.12
python 5-m.py 4713ms 13ms 13.6MB 6807ms 1347ms cpython 3.11.2
python 1.py timeout 0.0ms 8.6MB 4977ms 3ms cpython 3.11.2

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1c.rs 29ms 0.8ms 1.0MB 20ms 0ms rustc 1.69.0-nightly
rust 5-m.rs 32ms 0.5ms 1.7MB 40ms 0ms rustc 1.67.0
rust 5c-m.rs 33ms 3.0ms 1.7MB 37ms 3ms rustc 1.69.0-nightly
rust 1.rs 35ms 2.0ms 1.0MB 23ms 0ms rustc 1.67.0
python 1.py 425ms 2.0ms 73.7MB 383ms 23ms pypy 3.9.16
python 5-m.py 479ms 2.6ms 12.6MB 630ms 173ms pyston 3.8.12
python 1.py 495ms 15ms 7.9MB 480ms 0ms pyston 3.8.12
python 5-m.py 559ms 1.6ms 13.5MB 737ms 167ms cpython 3.11.2
python 1.py 715ms 1.6ms 8.7MB 700ms 0ms cpython 3.11.2
python 5-m.py 932ms 8.4ms 76.0MB 1000ms 530ms pypy 3.9.16

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 2.5ms 0.6ms 1.9MB 0ms 0ms rustc 1.67.0
rust 1.rs 2.6ms 0.8ms 1.0MB 0ms 0ms rustc 1.69.0-nightly
python 1.py 15ms 0.7ms 7.3MB 10ms 0ms pyston 3.8.12
python 1.py 16ms 1.3ms 8.5MB 10ms 0ms cpython 3.11.2
python 1.py 39ms 0.9ms 52.8MB 12ms 12ms pypy 3.9.16

mandelbrot

Input: 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 9.rs 435ms 4.1ms 4.9MB 423ms 0ms rustc 1.69.0-nightly
rust 8.rs 512ms 3.2ms 4.9MB 497ms 0ms rustc 1.67.0

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 9.rs 20ms 0.1ms 1.0MB 10ms 0ms rustc 1.69.0-nightly
rust 8.rs 25ms 1.2ms 1.0MB 13ms 0ms rustc 1.67.0

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 4-i.rs 255ms 0.3ms 1.0MB 237ms 0ms rustc 1.67.0
rust 7-i.rs 376ms 6.0ms 1.0MB 363ms 0ms rustc 1.67.0
rust 3.rs 404ms 0.9ms 1.1MB 390ms 0ms rustc 1.69.0-nightly
rust 2.rs 446ms 30ms 1.1MB 433ms 0ms rustc 1.67.0
rust 1.rs 503ms 8.7ms 1.1MB 490ms 0ms rustc 1.67.0
python 2.py 2414ms 33ms 71.4MB 2383ms 17ms pypy 3.9.16
python 1.py 4354ms 39ms 70.3MB 4317ms 17ms pypy 3.9.16
python 1.py timeout 0.0ms 8.4MB 4983ms 0ms cpython 3.11.2
python 2.py timeout 0.0ms 8.6MB 4987ms 0ms cpython 3.11.2
python 1.py timeout 0.0ms 8.4MB 4983ms 3ms pyston 3.8.12
python 2.py timeout 0.0ms 7.9MB 4973ms 7ms pyston 3.8.12

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 4-i.rs 29ms 0.5ms 1.0MB 20ms 0ms rustc 1.67.0
rust 7-i.rs 41ms 0.3ms 1.0MB 30ms 0ms rustc 1.67.0
rust 3.rs 43ms 0.1ms 1.0MB 30ms 0ms rustc 1.69.0-nightly
rust 2.rs 45ms 0.5ms 1.0MB 37ms 0ms rustc 1.67.0
rust 1.rs 55ms 4.2ms 1.0MB 43ms 0ms rustc 1.67.0
python 2.py 309ms 3.3ms 71.0MB 277ms 17ms pypy 3.9.16
python 1.py 499ms 4.8ms 70.3MB 460ms 20ms pypy 3.9.16
python 1.py 1397ms 19ms 8.3MB 1380ms 0ms pyston 3.8.12
python 2.py 1891ms 7.9ms 7.9MB 1873ms 3ms pyston 3.8.12
python 1.py 3917ms 146ms 8.4MB 3903ms 0ms cpython 3.11.2
python 2.py 4128ms 39ms 8.6MB 4107ms 0ms cpython 3.11.2

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 8-m.rs 1083ms 2.6ms 2.5MB 2073ms 3ms rustc 1.69.0-nightly
rust 7-m.rs 1085ms 14ms 2.1MB 2083ms 0ms rustc 1.67.0
rust 8.rs 2075ms 12ms 2.4MB 2067ms 0ms rustc 1.69.0-nightly
rust 7.rs 2099ms 40ms 2.2MB 2080ms 0ms rustc 1.67.0
rust 2-m.rs 2234ms 16ms 2.3MB 4307ms 3ms rustc 1.67.0
python 8.py timeout 0.0ms 16.5MB 60ms 17ms cpython 3.11.2
python 8.py timeout 0.0ms 98.9MB 643ms 93ms pypy 3.9.16
python 8.py timeout 0.0ms 17.5MB 57ms 20ms pyston 3.8.12
rust 2.rs timeout 0.0ms 2.0MB 4987ms 0ms rustc 1.67.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 7-m.rs 280ms 0.9ms 1.1MB 513ms 0ms rustc 1.67.0
rust 8-m.rs 280ms 2.6ms 2.2MB 510ms 0ms rustc 1.69.0-nightly
rust 7.rs 523ms 1.8ms 1.1MB 510ms 0ms rustc 1.67.0
rust 2-m.rs 561ms 0.8ms 2.1MB 1063ms 0ms rustc 1.67.0
rust 8.rs 565ms 14ms 2.1MB 553ms 0ms rustc 1.69.0-nightly
rust 2.rs 1966ms 23ms 1.0MB 1950ms 0ms rustc 1.67.0
python 8.py timeout 0.0ms 14.3MB 133ms 20ms cpython 3.11.2
python 8.py timeout 0.0ms 103.4MB 1023ms 183ms pypy 3.9.16
python 8.py timeout 0.0ms 17.1MB 150ms 33ms pyston 3.8.12

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 8-m.rs 77ms 1.9ms 1.1MB 127ms 0ms rustc 1.69.0-nightly
rust 7-m.rs 79ms 1.6ms 1.0MB 123ms 0ms rustc 1.67.0
rust 8.rs 137ms 2.1ms 1.1MB 123ms 0ms rustc 1.69.0-nightly
rust 7.rs 138ms 2.1ms 1.1MB 130ms 0ms rustc 1.67.0
rust 2-m.rs 151ms 2.4ms 1.0MB 267ms 0ms rustc 1.67.0
rust 2.rs 491ms 0.1ms 1.0MB 480ms 0ms rustc 1.67.0
python 8-m.py 4367ms 34ms 102.1MB 7580ms 460ms pypy 3.9.16
python 8.py timeout 0.0ms 15.9MB 243ms 33ms cpython 3.11.2
python 8.py timeout 0.0ms 17.1MB 333ms 63ms pyston 3.8.12

binarytrees

Input: 18

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 1922ms 8.8ms 217.4MB 1770ms 137ms pypy 3.9.16
rust 4.rs 2015ms 13ms 33.7MB 1983ms 13ms rustc 1.67.0
rust 5.rs 2208ms 16ms 33.7MB 2180ms 13ms rustc 1.67.0
rust 3.rs 2379ms 46ms 49.8MB 2343ms 17ms rustc 1.67.0
python 1.py timeout 0.0ms 40.8MB 4963ms 17ms cpython 3.11.2
python 1.py timeout 0.0ms 40.3MB 4950ms 27ms pyston 3.8.12

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 148ms 2.4ms 74.3MB 113ms 13ms pypy 3.9.16
rust 4.rs 179ms 1.1ms 5.7MB 170ms 0ms rustc 1.67.0
rust 5.rs 200ms 2.5ms 5.8MB 183ms 0ms rustc 1.67.0
rust 3.rs 211ms 2.3ms 7.7MB 190ms 0ms rustc 1.67.0
python 1.py 776ms 2.6ms 11.9MB 753ms 7ms pyston 3.8.12
python 1.py 1144ms 6.2ms 12.5MB 1120ms 3ms cpython 3.11.2

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 3-m.rs 1161ms 4.4ms 6.2MB 2220ms 23ms rustc 1.67.0
rust 5-m.rs 1222ms 11ms 4.4MB 2347ms 30ms rustc 1.67.0
python 1.py 1472ms 22ms 227.4MB 1350ms 107ms pypy 3.9.16
rust 3.rs 2254ms 3.6ms 6.2MB 2200ms 37ms rustc 1.67.0
rust 4.rs 3557ms 11ms 4.5MB 3540ms 0ms rustc 1.67.0
rust 1-m.rs 3918ms 52ms 4.9MB 7567ms 110ms rustc 1.67.0
python 1.py timeout 0.0ms 20.1MB 4973ms 7ms cpython 3.11.2
python 1.py timeout 0.0ms 17.1MB 4977ms 3ms pyston 3.8.12

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 3-m.rs 105ms 17ms 2.9MB 173ms 7ms rustc 1.67.0
rust 3.rs 140ms 0.7ms 3.2MB 127ms 0ms rustc 1.67.0
rust 5-m.rs 141ms 26ms 2.7MB 243ms 7ms rustc 1.67.0
rust 4.rs 235ms 1.7ms 2.3MB 223ms 0ms rustc 1.67.0
rust 1-m.rs 271ms 6.3ms 2.9MB 480ms 13ms rustc 1.67.0
python 1.py 312ms 5.3ms 87.6MB 267ms 27ms pypy 3.9.16
python 1.py 913ms 1.0ms 19.9MB 897ms 3ms cpython 3.11.2
python 1.py 989ms 2.8ms 16.9MB 973ms 0ms pyston 3.8.12

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 165ms 0.5ms 3.6MB 150ms 0ms rustc 1.67.0
rust 2.rs 685ms 1.5ms 3.8MB 673ms 0ms rustc 1.67.0
python 1.py 706ms 5.1ms 78.4MB 660ms 27ms pypy 3.9.16
python 1.py 1670ms 7.4ms 10.1MB 1657ms 0ms cpython 3.11.2
python 1.py 2754ms 4.2ms 9.6MB 2730ms 3ms pyston 3.8.12

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 46ms 0.8ms 2.9MB 37ms 0ms rustc 1.67.0
rust 2.rs 133ms 0.6ms 3.1MB 120ms 0ms rustc 1.67.0
python 1.py 196ms 1.0ms 73.2MB 163ms 13ms pypy 3.9.16
python 1.py 310ms 1.7ms 9.4MB 297ms 3ms cpython 3.11.2
python 1.py 482ms 2.3ms 8.9MB 463ms 3ms pyston 3.8.12

fannkuch-redux

Input: 11

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 3-im.rs 750ms 1.1ms 1.0MB 1453ms 0ms rustc 1.67.0
rust 2-im.rs 1071ms 12ms 1.0MB 2070ms 0ms rustc 1.67.0
rust 5-m.rs 1427ms 22ms 1.1MB 2730ms 0ms rustc 1.67.0
rust 3-i.rs 1492ms 23ms 1.0MB 1473ms 0ms rustc 1.67.0
rust 2-i.rs 2205ms 4.9ms 1.0MB 2193ms 0ms rustc 1.67.0
rust 1-m.rs 2866ms 4.7ms 1.0MB 5527ms 0ms rustc 1.67.0
rust 1.rs 4707ms 34ms 1.0MB 4693ms 0ms rustc 1.67.0

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 3-im.rs 70ms 0.7ms 1.0MB 117ms 0ms rustc 1.67.0
rust 2-im.rs 100ms 3.0ms 1.1MB 170ms 0ms rustc 1.67.0
rust 5-m.rs 125ms 1.7ms 1.0MB 220ms 0ms rustc 1.67.0
rust 3-i.rs 126ms 0.8ms 1.1MB 117ms 0ms rustc 1.67.0
rust 2-i.rs 191ms 8.6ms 1.1MB 183ms 0ms rustc 1.67.0
rust 1-m.rs 258ms 4.6ms 1.1MB 453ms 3ms rustc 1.67.0
rust 1.rs 394ms 1.2ms 1.1MB 383ms 0ms rustc 1.67.0

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 180ms 40ms 31.1MB 103ms 113ms rustc 1.67.0
rust 2-http2.rs 476ms 145ms 45.3MB 680ms 150ms rustc 1.67.0
rust 2-m.rs 614ms 14ms 105.6MB 340ms 603ms rustc 1.67.0
rust 1-http2.rs 1093ms 130ms 68.5MB 1283ms 613ms rustc 1.67.0
python 1.py 1999ms 21ms 33.2MB 1513ms 1027ms pyston 3.8.12
python 1.py 2432ms 32ms 31.7MB 1927ms 1063ms cpython 3.11.2
python 1.py timeout 0.0ms 123.9MB 3880ms 1013ms pypy 3.9.16

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 65ms 31ms 14.1MB 10ms 40ms rustc 1.67.0
rust 2.rs 137ms 5.4ms 22.4MB 30ms 107ms rustc 1.67.0
rust 2-http2.rs 353ms 76ms 22.7MB 487ms 107ms rustc 1.67.0
python 1.py 444ms 7.4ms 27.9MB 337ms 183ms pyston 3.8.12
rust 1-http2.rs 457ms 18ms 25.5MB 650ms 127ms rustc 1.67.0
python 1.py 486ms 14ms 24.9MB 383ms 177ms cpython 3.11.2
python 1.py 1219ms 33ms 95.5MB 953ms 227ms pypy 3.9.16

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 2.rs 96ms 3.0ms 38.1MB 70ms 10ms rustc 1.67.0
rust 3.rs 96ms 2.4ms 36.2MB 73ms 10ms rustc 1.67.0
rust 1.rs 154ms 1.7ms 75.4MB 100ms 40ms rustc 1.67.0
python 1.py 315ms 5.0ms 38.8MB 260ms 37ms pyston 3.8.12
python 1.py 326ms 13ms 41.3MB 293ms 13ms cpython 3.11.2
python 1.py 464ms 7.3ms 98.6MB 400ms 47ms pypy 3.9.16

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 2.rs 598ms 0.3ms 257.9MB 460ms 120ms rustc 1.67.0
rust 3.rs 611ms 20ms 258.6MB 460ms 137ms rustc 1.67.0
rust 1.rs 1117ms 11ms 605.2MB 760ms 340ms rustc 1.67.0
python 1.py 2904ms 9.6ms 222.9MB 2743ms 143ms cpython 3.11.2
python 1.py 2943ms 16ms 220.7MB 2763ms 163ms pyston 3.8.12
python 1.py 3080ms 55ms 239.3MB 2950ms 113ms pypy 3.9.16

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 8-m.rs 422ms 12ms 28.2MB 733ms 17ms rustc 1.67.0
rust 8.rs 743ms 40ms 23.3MB 710ms 13ms rustc 1.67.0
python 3-m.py 4923ms 24ms 209.9MB 8630ms 467ms pypy 3.9.16
python 3.py timeout 0.0ms 35.1MB 100ms 27ms cpython 3.11.2
python 3.py timeout 0.0ms 34.2MB 80ms 27ms pyston 3.8.12

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 8-m.rs 57ms 1.0ms 15.7MB 77ms 3ms rustc 1.67.0
rust 8.rs 88ms 3.3ms 11.6MB 70ms 7ms rustc 1.67.0
python 3-m.py 686ms 12ms 86.1MB 1000ms 143ms pypy 3.9.16
python 3-m.py 737ms 14ms 17.6MB 1283ms 47ms pyston 3.8.12
python 3-m.py 1024ms 9.7ms 16.9MB 1843ms 43ms cpython 3.11.2

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 0-unsafe.rs 65ms 6.5ms 1.8MB 57ms 0ms rustc 1.67.0
rust 1.rs 90ms 3.6ms 2.1MB 80ms 0ms rustc 1.67.0
python 2.py 284ms 4.9ms 70.9MB 253ms 13ms pypy 3.9.16
python 1.py 313ms 4.7ms 72.0MB 270ms 27ms pypy 3.9.16
python 1.py 1120ms 2.0ms 9.0MB 1107ms 0ms pyston 3.8.12
python 2.py 1293ms 9.6ms 8.7MB 1273ms 3ms pyston 3.8.12
python 1.py 1484ms 19ms 9.4MB 1467ms 0ms cpython 3.11.2
python 2.py 1699ms 14ms 9.1MB 1687ms 0ms cpython 3.11.2

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 0-unsafe.rs 258ms 14ms 1.1MB 243ms 0ms rustc 1.67.0
rust 1.rs 369ms 2.5ms 1.0MB 360ms 0ms rustc 1.67.0
python 2.py 667ms 16ms 71.1MB 630ms 23ms pypy 3.9.16
python 1.py 711ms 2.5ms 72.3MB 680ms 13ms pypy 3.9.16
python 2-m.py 3295ms 2854ms 9.2MB 4943ms 0ms cpython 3.11.2
python 1.py 3305ms 23ms 9.0MB 3287ms 0ms pyston 3.8.12
python 2.py 3823ms 41ms 8.6MB 3810ms 0ms pyston 3.8.12
python 1.py 4427ms 18ms 9.3MB 4410ms 0ms cpython 3.11.2

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 0-unsafe.rs 40ms 2.7ms 1.1MB 30ms 0ms rustc 1.67.0
rust 1.rs 60ms 1.7ms 1.0MB 50ms 0ms rustc 1.67.0
python 2.py 188ms 6.7ms 71.4MB 157ms 20ms pypy 3.9.16
python 1.py 206ms 1.7ms 72.5MB 170ms 20ms pypy 3.9.16
python 1.py 540ms 9.0ms 8.7MB 527ms 0ms pyston 3.8.12
python 2.py 602ms 4.0ms 8.2MB 583ms 0ms pyston 3.8.12
python 1.py 707ms 4.4ms 8.7MB 693ms 0ms cpython 3.11.2
python 2.py 854ms 5.2ms 8.4MB 837ms 0ms cpython 3.11.2

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 1082ms 5.4ms 33.7MB 1050ms 17ms rustc 1.67.0
python 1.py 2976ms 31ms 230.6MB 2797ms 163ms pypy 3.9.16
python 1.py timeout 0.0ms 92.9MB 4933ms 47ms cpython 3.11.2
python 1.py timeout 0.0ms 130.2MB 4930ms 50ms pyston 3.8.12

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 226ms 4.6ms 9.9MB 207ms 0ms rustc 1.67.0
python 1.py 453ms 12ms 149.9MB 370ms 63ms pypy 3.9.16
python 1.py timeout 0.0ms 37.3MB 4967ms 17ms cpython 3.11.2
python 1.py timeout 0.0ms 41.4MB 4967ms 13ms pyston 3.8.12

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 2.rs 497ms 1.2ms 6.6MB 480ms 0ms rustc 1.67.0
rust 1.rs 1080ms 27ms 40.8MB 1050ms 13ms rustc 1.67.0
python 1.py timeout 0.0ms 321.1MB 4883ms 97ms cpython 3.11.2
python 2.py timeout 0.0ms 633.7MB 4543ms 437ms cpython 3.11.2
python 1.py timeout 0.0ms 382.8MB 4817ms 160ms pypy 3.9.16
python 2.py timeout 0.0ms 984.6MB 4567ms 407ms pypy 3.9.16
python 1.py timeout 0.0ms 320.4MB 4907ms 73ms pyston 3.8.12
python 2.py timeout 0.0ms 633.0MB 4470ms 513ms pyston 3.8.12

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 2.rs 111ms 0.5ms 3.1MB 100ms 0ms rustc 1.67.0
rust 1.rs 147ms 6.8ms 11.6MB 133ms 0ms rustc 1.67.0
python 1.py 1274ms 13ms 207.0MB 1197ms 60ms pypy 3.9.16
python 2.py 1351ms 12ms 164.3MB 1267ms 73ms pyston 3.8.12
python 2.py 2045ms 5.7ms 164.8MB 1947ms 80ms cpython 3.11.2
python 2.py 2170ms 38ms 210.3MB 2020ms 130ms pypy 3.9.16
python 1.py 2641ms 32ms 86.0MB 2583ms 40ms pyston 3.8.12
python 1.py 4357ms 11ms 86.7MB 4297ms 40ms cpython 3.11.2

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 2.rs 1979ms 8.1ms 2.7MB 1890ms 73ms rustc 1.67.0
rust 1.rs 2064ms 22ms 2.8MB 1870ms 173ms rustc 1.67.0
python 4.py 2886ms 4.0ms 9.0MB 2840ms 27ms pyston 3.8.12
python 4.py 2892ms 0.9ms 9.5MB 2843ms 33ms cpython 3.11.2
python 4.py 2991ms 35ms 125.0MB 2913ms 57ms pypy 3.9.16

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 441ms 3.4ms 2.4MB 423ms 0ms rustc 1.67.0
rust 2.rs 459ms 11ms 2.5MB 447ms 0ms rustc 1.67.0
python 4.py 705ms 18ms 9.1MB 687ms 0ms cpython 3.11.2
python 4.py 713ms 23ms 8.8MB 700ms 0ms pyston 3.8.12
python 4.py 774ms 10ms 77.2MB 730ms 23ms pypy 3.9.16

regex-redux

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 7.rs 672ms 6.4ms 77.6MB 867ms 30ms rustc 1.67.0
python 1.py 3909ms 20ms 273.0MB 3747ms 143ms pypy 3.9.16
python 1.py timeout 0.0ms 106.7MB 4930ms 57ms cpython 3.11.2
python 1.py timeout 0.0ms 108.8MB 4920ms 60ms pyston 3.8.12

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 7.rs 74ms 3.0ms 11.6MB 87ms 0ms rustc 1.67.0
python 1.py 537ms 4.5ms 95.5MB 483ms 40ms pypy 3.9.16
python 1.py 932ms 27ms 30.5MB 890ms 23ms pyston 3.8.12
python 1.py 982ms 2.5ms 31.9MB 937ms 30ms cpython 3.11.2

secp256k1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 0.rs 164ms 0.4ms 1.1MB 153ms 0ms rustc 1.67.0
rust 1.rs 2258ms 26ms 1.1MB 2243ms 0ms rustc 1.67.0
python 1.py timeout 0.0ms 8.4MB 4987ms 0ms cpython 3.11.2
python 1.py timeout 0.0ms 78.4MB 4950ms 27ms pypy 3.9.16
python 1.py timeout 0.0ms 8.4MB 4987ms 0ms pyston 3.8.12

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 0.rs 45ms 1.5ms 1.1MB 33ms 0ms rustc 1.67.0
rust 1.rs 559ms 2.7ms 1.1MB 550ms 0ms rustc 1.67.0
python 1.py 1339ms 1.6ms 8.3MB 1323ms 0ms pyston 3.8.12
python 1.py 1443ms 2.4ms 8.4MB 1433ms 0ms cpython 3.11.2
python 1.py 1749ms 4.6ms 74.8MB 1720ms 13ms pypy 3.9.16