Programming Language and compiler
Benchmarks

Java VS Ruby benchmarks

Current benchmark data was generated on Sat Nov 16 2024, full log can be found HERE

CONTRIBUTIONS are WELCOME!

[x86_64][4 cores] AMD EPYC 7763 64-Core Processor (Model 1)

* -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 470ms 7.7ms 638.0MB 577ms 97ms openjdk 23
java 2.java 471ms 26ms 576.1MB 553ms 93ms openjdk 21
java 2-m.java 471ms 4.1ms 646.9MB 670ms 100ms graal/jvm 17.0.8
java 2.java 1177ms 9.4ms 1047.0MB 560ms 777ms openjdk/zgc 21
ruby 1-m.rb 3083ms 2670ms 806.0MB 6603ms 543ms truffleruby 24.1.1
ruby 1.rb 3707ms 64ms 147.1MB 3593ms 93ms ruby/yjit 3.3.6
ruby 1.rb timeout 0.0ms 78.9MB 4933ms 53ms ruby 3.3.6

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 2-m.java 121ms 3.3ms 98.0MB 150ms 37ms openjdk 23
java 2.java 123ms 1.3ms 167.1MB 143ms 37ms openjdk 21
java 2-m.java 170ms 4.2ms 230.2MB 260ms 47ms graal/jvm 17.0.8
java 2.java 309ms 1.6ms 242.5MB 163ms 200ms openjdk/zgc 21
ruby 1.rb 403ms 3.5ms 36.4MB 350ms 37ms ruby/yjit 3.3.6
ruby 1-m.rb 605ms 85ms 432.9MB 1207ms 170ms truffleruby 24.1.1
ruby 1.rb 843ms 2.6ms 36.3MB 797ms 33ms ruby 3.3.6

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 1-m.java 640ms 33ms 265.7MB 1690ms 80ms openjdk 21
java 1-m.java 642ms 52ms 228.2MB 1693ms 77ms openjdk 23
java 1-m.java 643ms 11ms 376.6MB 1230ms 117ms graal/jvm 17.0.8
java 1-m.java 949ms 30ms 530.5MB 1617ms 407ms openjdk/zgc 21

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 1-m.java 326ms 41ms 231.0MB 630ms 70ms graal/jvm 17.0.8
java 1-m.java 356ms 19ms 124.5MB 953ms 67ms openjdk 23
java 1-m.java 388ms 12ms 196.0MB 1040ms 63ms openjdk 21
java 1-m.java 524ms 36ms 217.6MB 1027ms 217ms openjdk/zgc 21

fannkuch-redux

Input: 11

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 1-m.java 883ms 4.1ms 100.1MB 3233ms 47ms graal/jvm 17.0.8
java 1-m.java 959ms 4.0ms 48.5MB 3550ms 30ms openjdk 21
java 1-m.java 977ms 6.4ms 50.1MB 3600ms 17ms openjdk 23
java 1-m.java 1019ms 44ms 46.0MB 3303ms 137ms openjdk/zgc 21

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 1-m.java 185ms 12ms 48.4MB 490ms 30ms openjdk 21
java 1-m.java 195ms 8.3ms 50.1MB 497ms 30ms openjdk 23
java 1-m.java 198ms 13ms 102.1MB 540ms 43ms graal/jvm 17.0.8
java 1-m.java 300ms 5.1ms 45.9MB 493ms 137ms openjdk/zgc 21

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 4.java 450ms 4.7ms 47.5MB 527ms 20ms openjdk 21
java 4.java 453ms 13ms 106.3MB 630ms 47ms graal/jvm 17.0.8
java 4.java 466ms 10ms 49.3MB 560ms 17ms openjdk 23
java 4.java 560ms 11ms 45.2MB 537ms 127ms openjdk/zgc 21
ruby 6.rb 2115ms 31ms 39.6MB 2087ms 17ms ruby/yjit 3.3.6
ruby 6-m.rb 2208ms 39ms 393.6MB 5667ms 377ms truffleruby 24.1.1
ruby 6.rb 3726ms 20ms 37.5MB 3690ms 27ms ruby 3.3.6

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 4.java 122ms 1.2ms 46.7MB 167ms 17ms openjdk 21
java 4-m.java 126ms 2.6ms 47.9MB 163ms 27ms openjdk 23
java 4-m.java 130ms 3.9ms 97.0MB 177ms 43ms graal/jvm 17.0.8
java 4.java 243ms 1.7ms 45.8MB 170ms 130ms openjdk/zgc 21
ruby 6.rb 286ms 12ms 30.8MB 257ms 17ms ruby/yjit 3.3.6
ruby 6.rb 448ms 10ms 31.0MB 417ms 17ms ruby 3.3.6
ruby 6-m.rb 814ms 14ms 395.1MB 1973ms 187ms truffleruby 24.1.1

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ruby 1.rb 38ms 0.2ms 164.1MB 18ms 24ms truffleruby 24.1.1
java 1.java 64ms 3.0ms 58.5MB 62ms 24ms graal/jvm 17.0.8
ruby 1.rb 68ms 1.2ms 28.1MB 40ms 16ms ruby/yjit 3.3.6
java 1.java 68ms 5.7ms 44.4MB 68ms 20ms openjdk 23
ruby 1.rb 71ms 0.4ms 27.9MB 44ms 16ms ruby 3.3.6
java 1.java 71ms 3.9ms 43.8MB 72ms 22ms openjdk 21
java 1.java 186ms 3.8ms 44.8MB 76ms 136ms openjdk/zgc 21

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 3-m.java 997ms 74ms 129.0MB 3383ms 50ms openjdk 21
java 3-m.java 1028ms 48ms 160.8MB 3493ms 63ms openjdk 23
java 3-m.java 1086ms 55ms 180.1MB 3670ms 77ms graal/jvm 17.0.8
java 3-m.java 1378ms 17ms 178.8MB 4300ms 213ms openjdk/zgc 21

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 3-m.java 326ms 2.0ms 99.6MB 943ms 47ms openjdk 21
java 3-m.java 334ms 11ms 138.4MB 887ms 57ms graal/jvm 17.0.8
java 3-m.java 350ms 15ms 90.0MB 1040ms 50ms openjdk 23
java 3-m.java 421ms 3.4ms 100.2MB 847ms 167ms openjdk/zgc 21

mandelbrot

Input: 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 1b.java 1154ms 15ms 54.4MB 1260ms 23ms openjdk 21
java 1b.java 1163ms 14ms 105.3MB 1310ms 43ms graal/jvm 17.0.8
java 1b.java 1171ms 30ms 55.3MB 1293ms 20ms openjdk 23
java 1.java 1247ms 10ms 137.6MB 1370ms 33ms graal/jvm 17.0.8
java 1b.java 1271ms 9.1ms 51.5MB 1260ms 140ms openjdk/zgc 21
java 1a.java 1650ms 7.6ms 55.2MB 1743ms 20ms openjdk 23
java 1a.java 1655ms 3.6ms 55.0MB 1747ms 23ms openjdk 21
java 1a.java 1681ms 13ms 104.5MB 1797ms 40ms graal/jvm 17.0.8
java 1.java 1687ms 5.5ms 202.5MB 1747ms 50ms openjdk 21
java 1.java 1703ms 7.0ms 301.7MB 1767ms 43ms openjdk 23
java 1a.java 1768ms 3.5ms 53.0MB 1737ms 143ms openjdk/zgc 21
java 1.java 2351ms 1.2ms 855.0MB 1790ms 657ms openjdk/zgc 21
java 2.java timeout 0.0ms 696.3MB 5310ms 127ms openjdk 21
java 2.java timeout 0.0ms 744.4MB 5267ms 123ms openjdk 23
java 2.java timeout 0.0ms 3358.5MB 3360ms 2000ms openjdk/zgc 21

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 1b-m.java 181ms 7.7ms 49.6MB 280ms 23ms openjdk 21
java 1b-m.java 186ms 2.0ms 50.6MB 293ms 17ms openjdk 23
java 1-m.java 187ms 2.3ms 81.8MB 257ms 33ms openjdk 21
java 1a-m.java 189ms 3.6ms 52.2MB 280ms 23ms openjdk 23
java 1a-m.java 189ms 0.3ms 50.1MB 283ms 30ms openjdk 21
java 1-m.java 190ms 3.3ms 114.5MB 283ms 43ms graal/jvm 17.0.8
java 1-m.java 191ms 4.3ms 86.8MB 260ms 33ms openjdk 23
java 1a-m.java 215ms 13ms 102.3MB 320ms 43ms graal/jvm 17.0.8
java 1b-m.java 227ms 19ms 108.0MB 373ms 47ms graal/jvm 17.0.8
java 1b.java 296ms 12ms 47.5MB 277ms 137ms openjdk/zgc 21
java 1a.java 312ms 2.2ms 49.8MB 297ms 137ms openjdk/zgc 21
java 1.java 331ms 6.3ms 116.4MB 257ms 163ms openjdk/zgc 21
java 2-m.java 552ms 12ms 598.8MB 837ms 87ms openjdk 21
java 2-m.java 564ms 13ms 755.5MB 837ms 97ms openjdk 23
java 2.java 1579ms 6.4ms 1347.9MB 837ms 1050ms openjdk/zgc 21

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 1.java 401ms 6.3ms 542.1MB 497ms 87ms openjdk 23
java 1.java 413ms 3.8ms 677.9MB 473ms 107ms openjdk 21
java 1-m.java 421ms 36ms 624.4MB 640ms 93ms graal/jvm 17.0.8
java 1.java 1080ms 2.8ms 968.3MB 450ms 743ms openjdk/zgc 21
ruby 1.rb timeout 0.0ms 88.0MB 4940ms 43ms ruby 3.3.6
ruby 1.rb timeout 0.0ms 88.2MB 4913ms 70ms ruby/yjit 3.3.6
ruby 1.rb timeout 0.0ms 600.6MB 12707ms 390ms truffleruby 24.1.1

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 1-m.java 163ms 0.5ms 158.7MB 240ms 33ms openjdk 23
java 1-m.java 165ms 4.7ms 206.5MB 243ms 30ms openjdk 21
java 1-m.java 218ms 8.1ms 258.5MB 370ms 50ms graal/jvm 17.0.8
java 1.java 415ms 13ms 342.0MB 200ms 287ms openjdk/zgc 21
ruby 1-m.rb 2264ms 138ms 544.5MB 5797ms 280ms truffleruby 24.1.1
ruby 1.rb 3024ms 14ms 47.0MB 2983ms 27ms ruby/yjit 3.3.6
ruby 1.rb 4054ms 43ms 46.5MB 4003ms 33ms ruby 3.3.6

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 1.java 441ms 0.5ms 44.8MB 473ms 17ms openjdk 21
java 1.java 443ms 0.5ms 48.2MB 473ms 20ms openjdk 23
java 1.java 448ms 4.1ms 87.2MB 477ms 33ms graal/jvm 17.0.8
java 1.java 561ms 5.7ms 44.9MB 477ms 143ms openjdk/zgc 21
ruby 2.rb 836ms 3.2ms 328.9MB 1067ms 113ms truffleruby 24.1.1
java 2.java 1229ms 2.7ms 655.9MB 1363ms 70ms openjdk 21
java 2.java 1235ms 8.6ms 756.2MB 1357ms 87ms openjdk 23
java 2.java 3343ms 165ms 2671.0MB 1647ms 1893ms openjdk/zgc 21
ruby 2.rb timeout 0.0ms 28.1MB 4973ms 13ms ruby 3.3.6
ruby 2.rb timeout 0.0ms 28.1MB 4973ms 17ms ruby/yjit 3.3.6

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 1.java 112ms 4.9ms 45.5MB 147ms 13ms openjdk 21
java 1.java 119ms 3.9ms 47.9MB 147ms 20ms openjdk 23
java 1.java 124ms 8.9ms 87.2MB 153ms 30ms graal/jvm 17.0.8
java 1.java 239ms 6.7ms 46.6MB 147ms 147ms openjdk/zgc 21
java 2-m.java 296ms 11ms 364.7MB 430ms 60ms openjdk 21
java 2-m.java 307ms 7.8ms 389.9MB 443ms 60ms openjdk 23
ruby 2-m.rb 320ms 5.4ms 323.3MB 570ms 93ms truffleruby 24.1.1
java 2.java 699ms 7.2ms 532.4MB 463ms 420ms openjdk/zgc 21
ruby 2.rb 1451ms 4.2ms 28.3MB 1407ms 27ms ruby/yjit 3.3.6
ruby 2.rb 2876ms 55ms 28.0MB 2843ms 13ms ruby 3.3.6

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 1.java 395ms 4.3ms 114.7MB 450ms 10ms openjdk 21
java 1.java 396ms 5.8ms 118.3MB 430ms 27ms openjdk 23
java 1.java 584ms 3.9ms 112.7MB 483ms 167ms openjdk/zgc 21
java 1-m.java 629ms 35ms 236.3MB 907ms 80ms graal/jvm 17.0.8
java 2.java 772ms 4.5ms 57.5MB 827ms 13ms openjdk 21
java 2.java 777ms 5.0ms 60.4MB 827ms 20ms openjdk 23
java 2.java 842ms 1.8ms 53.1MB 773ms 140ms openjdk/zgc 21
java 2-m.java 1369ms 54ms 201.6MB 2457ms 100ms graal/jvm 17.0.8
ruby 1.rb timeout 0.0ms 340.6MB 4833ms 147ms ruby 3.3.6
ruby 1.rb timeout 0.0ms 341.9MB 4837ms 147ms ruby/yjit 3.3.6
ruby 1.rb timeout 0.0ms 766.6MB 5057ms 153ms truffleruby 24.1.1

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 1.java 153ms 3.0ms 68.3MB 190ms 27ms openjdk 23
java 1.java 160ms 6.4ms 64.9MB 213ms 23ms openjdk 21
java 1-m.java 234ms 25ms 148.6MB 330ms 50ms graal/jvm 17.0.8
java 2.java 259ms 7.1ms 49.9MB 333ms 7ms openjdk 21
java 2.java 260ms 4.7ms 50.6MB 310ms 17ms openjdk 23
java 1.java 283ms 1.4ms 61.3MB 203ms 150ms openjdk/zgc 21
java 2.java 372ms 8.8ms 47.7MB 300ms 147ms openjdk/zgc 21
java 2-m.java 509ms 70ms 152.0MB 900ms 67ms graal/jvm 17.0.8
ruby 1-m.rb 1723ms 34ms 487.6MB 2497ms 163ms truffleruby 24.1.1
ruby 1.rb 3483ms 25ms 146.6MB 3380ms 87ms ruby/yjit 3.3.6
ruby 1.rb 4478ms 20ms 146.5MB 4387ms 70ms ruby 3.3.6

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 1.java 3201ms 24ms 449.2MB 3637ms 93ms graal/jvm 17.0.8
java 1.java 3712ms 28ms 353.0MB 4583ms 120ms openjdk 21
java 1.java 3720ms 47ms 393.7MB 4540ms 113ms openjdk 23
java 1.java timeout 0.0ms 1888.5MB 4683ms 1183ms openjdk/zgc 21
ruby 1.rb timeout 0.0ms 108.5MB 4930ms 57ms ruby 3.3.6
ruby 1.rb timeout 0.0ms 108.9MB 4933ms 47ms ruby/yjit 3.3.6
ruby 1.rb timeout 0.0ms 468.5MB 13197ms 417ms truffleruby 24.1.1

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 1-m.java 892ms 9.3ms 370.8MB 1247ms 97ms graal/jvm 17.0.8
java 1-m.java 979ms 26ms 350.8MB 1753ms 90ms openjdk 21
java 1-m.java 1036ms 15ms 389.8MB 1740ms 103ms openjdk 23
ruby 1-m.rb 1636ms 242ms 437.0MB 4297ms 203ms truffleruby 24.1.1
ruby 1.rb 1677ms 12ms 108.7MB 1600ms 60ms ruby/yjit 3.3.6
ruby 1.rb 1681ms 11ms 108.4MB 1607ms 60ms ruby 3.3.6
java 1.java 2005ms 40ms 1329.4MB 1683ms 1067ms openjdk/zgc 21

regex-redux

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 3.java timeout 0.0ms 409.5MB 5413ms 93ms graal/jvm 17.0.8
java 3.java timeout 0.0ms 302.4MB 5333ms 47ms openjdk 21
java 3.java timeout 0.0ms 305.1MB 5333ms 53ms openjdk 23
java 3.java timeout 0.0ms 469.2MB 4950ms 310ms openjdk/zgc 21

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 3-m.java 790ms 35ms 183.2MB 1160ms 67ms graal/jvm 17.0.8
java 3-m.java 807ms 10ms 132.0MB 1210ms 30ms openjdk 21
java 3-m.java 831ms 18ms 132.5MB 1220ms 40ms openjdk 23
java 3.java 947ms 6.5ms 135.2MB 1103ms 187ms openjdk/zgc 21

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 2-m.java 1961ms 4.4ms 47.6MB 7457ms 33ms openjdk 21
java 2-m.java 1968ms 4.8ms 48.4MB 7473ms 27ms openjdk 23
java 2-m.java 2079ms 15ms 45.4MB 7450ms 147ms openjdk/zgc 21
java 2-m.java 2453ms 9.0ms 99.2MB 8760ms 27ms graal/jvm 17.0.8
ruby 4.rb timeout 0.0ms 28.1MB 4963ms 17ms ruby 3.3.6
ruby 4.rb timeout 0.0ms 28.3MB 4963ms 20ms ruby/yjit 3.3.6
ruby 4.rb timeout 0.0ms 442.6MB 5190ms 203ms truffleruby 24.1.1

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 2-m.java 584ms 3.8ms 48.4MB 2047ms 17ms openjdk 23
java 2-m.java 584ms 2.4ms 47.5MB 2050ms 23ms openjdk 21
java 2-m.java 710ms 3.8ms 47.5MB 2070ms 140ms openjdk/zgc 21
java 2-m.java 739ms 5.6ms 96.7MB 2483ms 43ms graal/jvm 17.0.8
ruby 4.rb 4430ms 29ms 453.8MB 4663ms 227ms truffleruby 24.1.1
ruby 4.rb timeout 0.0ms 28.1MB 4967ms 17ms ruby 3.3.6
ruby 4.rb timeout 0.0ms 28.3MB 4970ms 17ms ruby/yjit 3.3.6

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
java 2-m.java 243ms 3.7ms 48.4MB 690ms 17ms openjdk 23
java 2-m.java 252ms 12ms 48.0MB 717ms 23ms openjdk 21
java 2-m.java 281ms 21ms 98.1MB 813ms 33ms graal/jvm 17.0.8
java 2-m.java 358ms 5.7ms 47.1MB 680ms 140ms openjdk/zgc 21
ruby 4.rb 1226ms 41ms 385.4MB 1527ms 130ms truffleruby 24.1.1
ruby 4.rb timeout 0.0ms 28.1MB 4967ms 20ms ruby 3.3.6
ruby 4.rb timeout 0.0ms 28.3MB 4960ms 20ms ruby/yjit 3.3.6

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ruby 1.rb 1401ms 13ms 78.5MB 1313ms 67ms ruby/yjit 3.3.6
ruby 1.rb 1794ms 17ms 78.3MB 1690ms 87ms ruby 3.3.6
java 1-m.java 1914ms 216ms 260.7MB 7217ms 110ms openjdk 21
java 1-m.java 2372ms 102ms 240.5MB 9013ms 113ms openjdk 23
java 1-m.java 2694ms 224ms 1170.6MB 8560ms 1093ms openjdk/zgc 21
ruby 1.rb timeout 0.0ms 676.8MB 4573ms 1570ms truffleruby 24.1.1

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ruby 1.rb 166ms 0.3ms 40.4MB 120ms 30ms ruby/yjit 3.3.6
ruby 1.rb 191ms 1.2ms 40.1MB 143ms 33ms ruby 3.3.6
java 1-m.java 413ms 6.1ms 91.0MB 1353ms 50ms openjdk 23
java 1-m.java 422ms 18ms 122.6MB 1387ms 63ms openjdk 21
java 1-m.java 641ms 15ms 216.0MB 1743ms 227ms openjdk/zgc 21
ruby 1.rb timeout 0.0ms 708.3MB 4670ms 1473ms truffleruby 24.1.1