Programming Language and compiler
Benchmarks

Python VS Java benchmarks

Current benchmark data was generated on Wed May 25 2022, full log can be found HERE

CONTRIBUTIONS are WELCOME!

[x86_64][2 cores] Intel(R) Xeon(R) Platinum 8272CL 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.)

binarytrees

Input: 18

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 2.java 763ms 6.3ms 409.6MB 760ms 123ms openjdk 19
java 2.java 804ms 74ms 601.4MB 767ms 147ms openjdk 18.0.1
java 2.java 1100ms 12ms 681.2MB 903ms 160ms graal/jvm 17.0.3
java 2.java 1391ms 53ms 1047.4MB 987ms 620ms openjdk/zgc 18.0.1
python 1.py 1831ms 34ms 220.3MB 1667ms 147ms pypy 3.8.13
python 1.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 1.py timeout 0.0ms 0.0MB 0ms 0ms pyston 3.8.12

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 140ms 3.4ms 78.6MB 107ms 20ms pypy 3.8.13
java 2.java 167ms 8.8ms 106.6MB 153ms 40ms openjdk 18.0.1
java 2.java 178ms 3.6ms 107.5MB 177ms 33ms openjdk 19
java 2.java 328ms 2.3ms 235.7MB 187ms 167ms openjdk/zgc 18.0.1
java 2.java 518ms 12ms 169.0MB 247ms 50ms graal/jvm 17.0.3
python 1.py 682ms 3.3ms 12.4MB 657ms 7ms pyston 3.8.12
python 1.py 1619ms 7.5ms 11.8MB 1603ms 0ms cpython 3.10.4

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 1538ms 8.5ms 221.3MB 1423ms 100ms pypy 3.8.13
java 1.java timeout 0.0ms 0.0MB 0ms 0ms loom 19
python 1.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 1.py timeout 0.0ms 0.0MB 0ms 0ms pyston 3.8.12

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 312ms 8.1ms 90.4MB 270ms 23ms pypy 3.8.13
java 1-m.java 772ms 131ms 108.2MB 1330ms 67ms loom 19
python 1.py 864ms 4.1ms 17.2MB 843ms 0ms pyston 3.8.12
python 1.py 910ms 2.7ms 17.0MB 887ms 7ms cpython 3.10.4

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 1-m.java 733ms 22ms 216.6MB 1247ms 73ms openjdk 18.0.1
python 1.py 753ms 3.4ms 82.9MB 707ms 27ms pypy 3.8.13
java 1-m.java 896ms 104ms 201.0MB 1567ms 90ms openjdk 19
java 1-m.java 1053ms 62ms 470.2MB 1490ms 343ms openjdk/zgc 18.0.1
java 1.java 1103ms 21ms 287.6MB 1343ms 123ms graal/jvm 17.0.3
python 1.py 2245ms 159ms 9.3MB 2230ms 0ms cpython 3.10.4
python 1.py 2294ms 0.4ms 10.0MB 2283ms 0ms pyston 3.8.12

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 199ms 12ms 76.2MB 163ms 17ms pypy 3.8.13
java 1-m.java 399ms 27ms 110.3MB 660ms 27ms openjdk 18.0.1
python 1.py 404ms 0.7ms 9.1MB 390ms 0ms pyston 3.8.12
python 1.py 419ms 0.5ms 8.5MB 407ms 0ms cpython 3.10.4
java 1-m.java 437ms 8.2ms 115.3MB 727ms 30ms openjdk 19
java 1-m.java 525ms 9.3ms 212.9MB 710ms 180ms openjdk/zgc 18.0.1
java 1.java 726ms 13ms 187.2MB 630ms 87ms graal/jvm 17.0.3

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 4.java 455ms 11ms 40.1MB 523ms 3ms openjdk 18.0.1
java 4.java 460ms 2.4ms 39.3MB 523ms 17ms openjdk 19
java 4.java 501ms 5.3ms 38.8MB 503ms 63ms openjdk/zgc 18.0.1
java 4.java 846ms 29ms 123.5MB 837ms 40ms graal/jvm 17.0.3
python 1.py 2907ms 44ms 89.2MB 2870ms 23ms pypy 3.8.13
python 5-m.py 3562ms 19ms 12.9MB 5000ms 1320ms pyston 3.8.12
python 1.py 4022ms 316ms 8.2MB 4003ms 3ms pyston 3.8.12
python 5-m.py 4407ms 159ms 12.1MB 6360ms 1213ms cpython 3.10.4
python 1.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 5-m.py timeout 0.0ms 0.0MB 0ms 0ms pypy 3.8.13

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 4.java 138ms 1.8ms 39.9MB 160ms 17ms openjdk 18.0.1
java 4.java 146ms 4.7ms 38.7MB 177ms 7ms openjdk 19
java 4.java 192ms 4.3ms 38.5MB 163ms 60ms openjdk/zgc 18.0.1
python 1.py 368ms 2.0ms 75.5MB 337ms 17ms pypy 3.8.13
python 5-m.py 432ms 6.5ms 12.9MB 537ms 173ms pyston 3.8.12
python 1.py 434ms 31ms 8.2MB 420ms 0ms pyston 3.8.12
java 4.java 470ms 8.4ms 87.7MB 187ms 23ms graal/jvm 17.0.3
python 5-m.py 545ms 3.4ms 12.1MB 683ms 197ms cpython 3.10.4
python 1.py 678ms 48ms 7.7MB 663ms 0ms cpython 3.10.4
python 5-m.py 910ms 3.9ms 78.8MB 1063ms 467ms pypy 3.8.13

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 14ms 1.8ms 7.6MB 10ms 0ms pyston 3.8.12
python 1.py 16ms 2.8ms 7.3MB 10ms 0ms cpython 3.10.4
python 1.py 37ms 1.1ms 54.6MB 12ms 10ms pypy 3.8.13
java 1.java 79ms 1.8ms 61.3MB 73ms 18ms graal/jvm 17.0.3
java 1.java 81ms 2.9ms 38.9MB 82ms 10ms openjdk 18.0.1
java 1.java 85ms 4.6ms 38.3MB 78ms 14ms openjdk 19
java 1.java 131ms 1.4ms 38.7MB 86ms 58ms openjdk/zgc 18.0.1

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 1696ms 20ms 29.7MB 1390ms 973ms pyston 3.8.12
python 1.py 2385ms 42ms 29.1MB 2103ms 1053ms cpython 3.10.4
python 1.py 4919ms 7.5ms 131.9MB 3857ms 917ms pypy 3.8.13

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 380ms 7.0ms 24.2MB 313ms 160ms pyston 3.8.12
python 1.py 474ms 5.9ms 21.8MB 407ms 180ms cpython 3.10.4
python 1.py 1186ms 25ms 99.4MB 973ms 177ms pypy 3.8.13

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 278ms 3.3ms 38.9MB 227ms 30ms pyston 3.8.12
python 1.py 282ms 2.0ms 39.5MB 243ms 20ms cpython 3.10.4
python 1.py 454ms 1.0ms 103.8MB 403ms 30ms pypy 3.8.13

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 2590ms 4.0ms 219.6MB 2427ms 143ms cpython 3.10.4
python 1.py 2634ms 4.5ms 221.0MB 2460ms 160ms pyston 3.8.12
python 1.py 2857ms 2.6ms 242.5MB 2740ms 97ms pypy 3.8.13

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 3-m.java 1439ms 19ms 115.2MB 2607ms 50ms openjdk 18.0.1
java 3-m.java 1507ms 11ms 113.1MB 2753ms 47ms openjdk 19
java 3-m.java 1545ms 33ms 197.8MB 2800ms 77ms graal/jvm 17.0.3
java 3-m.java 2024ms 29ms 174.9MB 3523ms 173ms openjdk/zgc 18.0.1
python 3-m.py 4821ms 7.2ms 212.7MB 8583ms 417ms pypy 3.8.13
python 3.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 3.py timeout 0.0ms 0.0MB 0ms 0ms pyston 3.8.12

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 3-m.java 478ms 47ms 81.8MB 777ms 43ms openjdk 18.0.1
java 3-m.java 483ms 14ms 94.0MB 713ms 83ms openjdk/zgc 18.0.1
java 3-m.java 554ms 29ms 94.7MB 930ms 50ms openjdk 19
python 3-m.py 665ms 7.3ms 88.7MB 983ms 137ms pypy 3.8.13
python 3-m.py 668ms 5.8ms 16.2MB 1170ms 37ms pyston 3.8.12
python 3-m.py 965ms 12ms 15.3MB 1743ms 37ms cpython 3.10.4
java 3-m.java 1462ms 0.8ms 192.7MB 2703ms 67ms graal/jvm 17.0.3

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 2.py 235ms 0.8ms 74.1MB 203ms 13ms pypy 3.8.13
python 1.py 280ms 0.3ms 75.4MB 250ms 17ms pypy 3.8.13
python 1.py 878ms 5.1ms 9.3MB 867ms 0ms pyston 3.8.12
python 2.py 1055ms 2.7ms 9.1MB 1040ms 0ms pyston 3.8.12
python 1.py 1743ms 15ms 8.4MB 1730ms 0ms cpython 3.10.4
python 2.py 2570ms 50ms 8.3MB 2557ms 0ms cpython 3.10.4

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 2.py 562ms 4.3ms 74.6MB 523ms 17ms pypy 3.8.13
python 1.py 614ms 2.1ms 76.1MB 583ms 17ms pypy 3.8.13
python 1.py 2586ms 14ms 9.3MB 2570ms 0ms pyston 3.8.12
python 2.py 3121ms 7.9ms 9.0MB 3107ms 0ms pyston 3.8.12
python 1.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 2.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 2.py 167ms 1.7ms 74.0MB 133ms 17ms pypy 3.8.13
python 1.py 184ms 0.5ms 74.3MB 143ms 17ms pypy 3.8.13
python 1.py 431ms 5.2ms 8.9MB 413ms 0ms pyston 3.8.12
python 2.py 487ms 2.4ms 8.5MB 477ms 0ms pyston 3.8.12
python 1.py 811ms 4.9ms 7.8MB 793ms 3ms cpython 3.10.4
python 2.py 1234ms 16ms 7.3MB 1217ms 0ms cpython 3.10.4

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 1.java 573ms 6.4ms 366.3MB 573ms 103ms openjdk 18.0.1
java 1.java 575ms 12ms 364.4MB 590ms 83ms openjdk 19
java 1.java 972ms 22ms 447.4MB 777ms 140ms graal/jvm 17.0.3
java 1.java 1041ms 9.3ms 778.4MB 703ms 493ms openjdk/zgc 18.0.1
python 1.py 2988ms 32ms 233.4MB 2767ms 203ms pypy 3.8.13
python 1.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 1.py timeout 0.0ms 0.0MB 0ms 0ms pyston 3.8.12

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 1.java 240ms 4.4ms 171.2MB 230ms 63ms openjdk 19
java 1.java 243ms 2.4ms 220.9MB 237ms 53ms openjdk 18.0.1
python 1.py 443ms 13ms 151.0MB 363ms 60ms pypy 3.8.13
java 1.java 459ms 21ms 334.9MB 273ms 227ms openjdk/zgc 18.0.1
java 1.java 624ms 24ms 246.2MB 413ms 77ms graal/jvm 17.0.3
python 1.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 1.py timeout 0.0ms 0.0MB 0ms 0ms pyston 3.8.12

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 1.java 626ms 14ms 40.9MB 643ms 13ms openjdk 18.0.1
java 1.java 628ms 13ms 39.7MB 637ms 17ms openjdk 19
java 1.java 696ms 1.2ms 38.4MB 663ms 53ms openjdk/zgc 18.0.1
java 1.java 891ms 1.3ms 88.1MB 610ms 33ms graal/jvm 17.0.3
java 2.java 2253ms 3.5ms 526.9MB 2250ms 147ms openjdk 18.0.1
python 2.py 2271ms 62ms 74.5MB 2243ms 13ms pypy 3.8.13
java 2.java 2272ms 9.4ms 508.4MB 2277ms 157ms openjdk 19
java 2.java 3326ms 73ms 1646.8MB 2433ms 1097ms openjdk/zgc 18.0.1
python 1.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 2.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 1.py timeout 0.0ms 0.0MB 0ms 0ms pypy 3.8.13
python 1.py timeout 0.0ms 0.0MB 0ms 0ms pyston 3.8.12
python 2.py timeout 0.0ms 0.0MB 0ms 0ms pyston 3.8.12

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 1.java 147ms 1.2ms 39.8MB 163ms 13ms openjdk 19
java 1.java 152ms 7.3ms 40.4MB 157ms 23ms openjdk 18.0.1
java 1.java 205ms 6.2ms 39.8MB 160ms 70ms openjdk/zgc 18.0.1
python 2.py 294ms 5.0ms 74.1MB 253ms 27ms pypy 3.8.13
java 2.java 459ms 12ms 314.1MB 487ms 110ms openjdk 18.0.1
java 1.java 468ms 0.9ms 82.5MB 180ms 30ms graal/jvm 17.0.3
java 2.java 481ms 1.1ms 345.4MB 523ms 103ms openjdk 19
python 1.py 583ms 1.7ms 73.4MB 557ms 13ms pypy 3.8.13
java 2.java 788ms 8.8ms 521.2MB 570ms 370ms openjdk/zgc 18.0.1
python 1.py 1420ms 106ms 8.7MB 1407ms 0ms pyston 3.8.12
python 2.py 2057ms 12ms 8.5MB 2043ms 0ms pyston 3.8.12
python 1.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 2.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 2.java 934ms 57ms 51.2MB 970ms 13ms openjdk 18.0.1
java 2.java 1037ms 49ms 50.1MB 1067ms 23ms openjdk 19
java 2.java 1090ms 3.0ms 47.3MB 1067ms 63ms openjdk/zgc 18.0.1
java 1.java 1767ms 54ms 82.7MB 1787ms 20ms openjdk 18.0.1
java 1.java 1820ms 4.2ms 108.5MB 1753ms 103ms openjdk/zgc 18.0.1
java 1.java 1852ms 16ms 82.3MB 1873ms 30ms openjdk 19
java 1.java 2029ms 33ms 170.9MB 2880ms 70ms graal/jvm 17.0.3
java 2-m.java 2082ms 1.6ms 136.2MB 3847ms 73ms graal/jvm 17.0.3
python 1.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 1.py timeout 0.0ms 0.0MB 0ms 0ms pypy 3.8.13
python 1.py timeout 0.0ms 0.0MB 0ms 0ms pyston 3.8.12

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 1.java 290ms 4.1ms 56.8MB 313ms 23ms openjdk 18.0.1
java 1.java 294ms 1.2ms 57.9MB 313ms 27ms openjdk 19
java 2.java 303ms 11ms 43.3MB 333ms 17ms openjdk 18.0.1
java 1.java 328ms 4.4ms 57.9MB 290ms 77ms openjdk/zgc 18.0.1
java 2.java 328ms 1.9ms 46.1MB 360ms 20ms openjdk 19
java 2.java 376ms 4.3ms 41.1MB 357ms 63ms openjdk/zgc 18.0.1
java 1.java 671ms 6.7ms 140.4MB 477ms 63ms graal/jvm 17.0.3
java 2.java 961ms 41ms 129.4MB 1160ms 33ms graal/jvm 17.0.3
python 1.py 1357ms 20ms 209.6MB 1277ms 70ms pypy 3.8.13
python 1.py 2822ms 61ms 86.4MB 2770ms 37ms pyston 3.8.12
python 1.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 4.py 2069ms 2.9ms 8.6MB 2037ms 20ms cpython 3.10.4
python 4.py 2237ms 2.1ms 9.4MB 2207ms 10ms pyston 3.8.12
python 4.py 2733ms 28ms 127.6MB 2640ms 73ms pypy 3.8.13
java 1.java timeout 0.0ms 0.0MB 0ms 0ms graal/jvm 17.0.3
java 1.java timeout 0.0ms 0.0MB 0ms 0ms openjdk 18.0.1
java 1.java timeout 0.0ms 0.0MB 0ms 0ms openjdk 19
java 1.java timeout 0.0ms 0.0MB 0ms 0ms openjdk/zgc 18.0.1

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 4.py 502ms 4.7ms 8.4MB 480ms 0ms cpython 3.10.4
python 4.py 535ms 1.2ms 9.1MB 520ms 0ms pyston 3.8.12
python 4.py 702ms 4.2ms 79.7MB 670ms 20ms pypy 3.8.13
java 1.java 1559ms 24ms 379.5MB 1990ms 140ms graal/jvm 17.0.3
java 1.java 1649ms 6.5ms 261.4MB 1943ms 73ms openjdk 18.0.1
java 1.java 1663ms 16ms 262.7MB 2003ms 97ms openjdk 19
java 1.java 2164ms 24ms 984.4MB 2187ms 707ms openjdk/zgc 18.0.1

regex-redux

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 3387ms 11ms 274.3MB 3267ms 103ms pypy 3.8.13
java 3.java timeout 0.0ms 0.0MB 0ms 0ms graal/jvm 17.0.3
java 3.java timeout 0.0ms 0.0MB 0ms 0ms openjdk 18.0.1
java 3.java timeout 0.0ms 0.0MB 0ms 0ms openjdk 19
java 3.java timeout 0.0ms 0.0MB 0ms 0ms openjdk/zgc 18.0.1
python 1.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 1.py timeout 0.0ms 0.0MB 0ms 0ms pyston 3.8.12

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 478ms 2.4ms 98.3MB 430ms 27ms pypy 3.8.13
python 1.py 745ms 2.1ms 30.7MB 697ms 30ms pyston 3.8.12
python 1.py 757ms 1.3ms 30.7MB 723ms 20ms cpython 3.10.4
java 3.java 1005ms 13ms 112.3MB 1303ms 43ms openjdk 18.0.1
java 3.java 1016ms 9.7ms 107.9MB 1350ms 40ms openjdk 19
java 3.java 1101ms 13ms 192.3MB 1377ms 83ms graal/jvm 17.0.3
java 3.java 1135ms 10ms 158.6MB 1277ms 137ms openjdk/zgc 18.0.1

secp256k1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 4296ms 306ms 8.6MB 4283ms 0ms pyston 3.8.12
python 1.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 1.py timeout 0.0ms 0.0MB 0ms 0ms pypy 3.8.13

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 1128ms 4.1ms 8.7MB 1113ms 0ms pyston 3.8.12
python 1.py 1465ms 5.2ms 7.3MB 1450ms 0ms cpython 3.10.4
python 1.py 1600ms 4.0ms 80.0MB 1570ms 17ms pypy 3.8.13

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 2-m.java 4400ms 28ms 115.2MB 8420ms 57ms graal/jvm 17.0.3
java 2.java timeout 0.0ms 0.0MB 0ms 0ms openjdk 18.0.1
java 2.java timeout 0.0ms 0.0MB 0ms 0ms openjdk 19
java 2.java timeout 0.0ms 0.0MB 0ms 0ms openjdk/zgc 18.0.1
python 8.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 8.py timeout 0.0ms 0.0MB 0ms 0ms pypy 3.8.13
python 8.py timeout 0.0ms 0.0MB 0ms 0ms pyston 3.8.12

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 2-m.java 1262ms 17ms 114.8MB 2297ms 53ms graal/jvm 17.0.3
java 2-m.java 1651ms 80ms 42.6MB 3087ms 23ms openjdk 19
java 2-m.java 2110ms 38ms 40.7MB 3980ms 13ms openjdk 18.0.1
java 2-m.java 2212ms 31ms 40.7MB 4127ms 67ms openjdk/zgc 18.0.1
python 8.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 8.py timeout 0.0ms 0.0MB 0ms 0ms pypy 3.8.13
python 8.py timeout 0.0ms 0.0MB 0ms 0ms pyston 3.8.12

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 2-m.java 522ms 28ms 40.2MB 907ms 13ms openjdk 19
java 2-m.java 634ms 6.8ms 39.1MB 1107ms 13ms openjdk 18.0.1
java 2-m.java 710ms 20ms 38.6MB 1183ms 53ms openjdk/zgc 18.0.1
java 2.java 755ms 14ms 104.2MB 733ms 37ms graal/jvm 17.0.3
python 8-m.py 4206ms 35ms 105.3MB 7317ms 397ms pypy 3.8.13
python 8.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 8.py timeout 0.0ms 0.0MB 0ms 0ms pyston 3.8.12