Programming Language and compiler
Benchmarks

Ruby VS Rust benchmarks

Current benchmark data was generated on Tue Mar 25 2025, 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
rust 4.rs 1295ms 3.8ms 33.6MB 1273ms 10ms rustc 1.85.1
rust 5.rs 1401ms 21ms 33.8MB 1377ms 7ms rustc 1.85.1
rust 3.rs 1556ms 12ms 49.8MB 1523ms 20ms rustc 1.85.1
ruby 1-m.rb 1604ms 2779ms 798.2MB 6547ms 637ms truffleruby 24.2.0
ruby 1.rb 4929ms 11ms 110.0MB 4830ms 87ms ruby/yjit 3.4.2
ruby 1.rb timeout 0.0ms 70.6MB 4943ms 43ms ruby 3.4.2

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 4.rs 123ms 2.5ms 5.8MB 113ms 0ms rustc 1.85.1
rust 5.rs 127ms 3.9ms 5.8MB 117ms 0ms rustc 1.85.1
rust 3.rs 136ms 2.8ms 7.8MB 123ms 0ms rustc 1.85.1
ruby 1.rb 497ms 4.3ms 20.3MB 473ms 10ms ruby/yjit 3.4.2
ruby 1-m.rb 605ms 52ms 425.3MB 1203ms 173ms truffleruby 24.2.0
ruby 1.rb 935ms 7.2ms 19.6MB 910ms 10ms ruby 3.4.2

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 3-m.rs 581ms 48ms 9.3MB 2187ms 73ms rustc 1.85.1
rust 5-m.rs 617ms 62ms 5.6MB 2333ms 63ms rustc 1.85.1
rust 1-m.rs 957ms 7.3ms 8.4MB 3493ms 230ms rustc 1.85.1
rust 3.rs 1163ms 33ms 9.3MB 1117ms 30ms rustc 1.85.1
ruby 1.rb 1467ms 40ms 63.8MB 1387ms 63ms ruby/yjit 3.4.2
ruby 1.rb 1869ms 46ms 63.1MB 1790ms 63ms ruby 3.4.2
rust 4.rs 1886ms 1.9ms 7.4MB 1870ms 0ms rustc 1.85.1
ruby 1.rb timeout 0.0ms 336.9MB 4703ms 1443ms truffleruby 24.2.0

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 5-m.rs 54ms 1.7ms 3.3MB 163ms 13ms rustc 1.85.1
rust 3-m.rs 59ms 1.8ms 4.1MB 187ms 10ms rustc 1.85.1
rust 3.rs 72ms 1.0ms 4.0MB 60ms 0ms rustc 1.85.1
rust 1-m.rs 73ms 0.5ms 3.9MB 233ms 23ms rustc 1.85.1
rust 4.rs 119ms 3.2ms 3.3MB 110ms 0ms rustc 1.85.1
ruby 1.rb 160ms 2.1ms 25.6MB 123ms 20ms ruby/yjit 3.4.2
ruby 1.rb 180ms 2.8ms 25.1MB 150ms 20ms ruby 3.4.2
ruby 1.rb timeout 0.0ms 333.3MB 4763ms 1447ms truffleruby 24.2.0

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 5c-m.rs 91ms 0.5ms 3.2MB 260ms 3ms rustc 1.85.1
rust 5-m.rs 95ms 0.4ms 3.2MB 297ms 0ms rustc 1.85.1
rust 1c.rs 162ms 1.0ms 1.9MB 153ms 0ms rustc 1.85.1
rust 1.rs 196ms 1.0ms 1.9MB 187ms 0ms rustc 1.85.1
ruby 6.rb 2067ms 17ms 23.0MB 2040ms 13ms ruby/yjit 3.4.2
ruby 6-m.rb 2128ms 75ms 365.9MB 5427ms 350ms truffleruby 24.2.0
ruby 6.rb 3896ms 43ms 22.5MB 3870ms 17ms ruby 3.4.2

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 5c-m.rs 16ms 0.5ms 3.2MB 27ms 0ms rustc 1.85.1
rust 5-m.rs 16ms 0.9ms 3.2MB 27ms 0ms rustc 1.85.1
rust 1c.rs 19ms 0.3ms 1.9MB 10ms 0ms rustc 1.85.1
rust 1.rs 22ms 0.7ms 2.0MB 10ms 0ms rustc 1.85.1
ruby 6.rb 262ms 3.7ms 15.0MB 243ms 7ms ruby/yjit 3.4.2
ruby 6.rb 440ms 7.9ms 14.5MB 420ms 3ms ruby 3.4.2
ruby 6-m.rb 787ms 58ms 380.4MB 1943ms 177ms truffleruby 24.2.0

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 1.2ms 0.1ms 1.8MB 0ms 0ms rustc 1.85.1
rust 1.rs 1.4ms 0.2ms 1.9MB 0ms 0ms rustc 1.87.0-nightly
ruby 1.rb 38ms 1.6ms 142.2MB 14ms 28ms truffleruby 24.2.0
ruby 1.rb 52ms 1.2ms 12.9MB 38ms 4ms ruby 3.4.2
ruby 1.rb 54ms 2.1ms 13.0MB 40ms 2ms ruby/yjit 3.4.2

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 5-i.rs 29ms 1.6ms 9.8MB 17ms 0ms rustc 1.85.1
rust 4-i.rs 32ms 1.5ms 7.9MB 20ms 0ms rustc 1.85.1
rust 3.rs 62ms 0.3ms 32.0MB 40ms 10ms rustc 1.85.1
rust 2.rs 62ms 1.2ms 33.8MB 40ms 10ms rustc 1.85.1
rust 1.rs 104ms 0.3ms 67.4MB 60ms 30ms rustc 1.85.1
ruby 1.rb 257ms 6.2ms 26.6MB 227ms 17ms ruby 3.4.2
ruby 1.rb 261ms 3.5ms 30.3MB 230ms 13ms ruby/yjit 3.4.2
ruby 1-m.rb 4513ms 198ms 499.5MB 11770ms 350ms truffleruby 24.2.0

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 5-i.rs 210ms 1.7ms 52.6MB 187ms 7ms rustc 1.85.1
rust 4-i.rs 261ms 0.4ms 54.4MB 207ms 40ms rustc 1.85.1
rust 2.rs 409ms 2.3ms 237.6MB 303ms 93ms rustc 1.85.1
rust 3.rs 409ms 4.0ms 237.6MB 303ms 90ms rustc 1.85.1
rust 1.rs 703ms 3.1ms 550.2MB 450ms 240ms rustc 1.85.1
ruby 1.rb 2094ms 7.7ms 134.5MB 2010ms 67ms ruby 3.4.2
ruby 1.rb 2103ms 13ms 135.5MB 2017ms 70ms ruby/yjit 3.4.2
ruby 1.rb timeout 0.0ms 542.8MB 13190ms 353ms truffleruby 24.2.0

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 0-unsafe.rs 42ms 4.5ms 1.8MB 37ms 0ms rustc 1.85.1
rust 1.rs 52ms 8.0ms 2.0MB 47ms 0ms rustc 1.85.1
ruby 1.rb 332ms 5.1ms 13.5MB 313ms 0ms ruby/yjit 3.4.2
ruby 1.rb 524ms 1.2ms 13.0MB 510ms 0ms ruby 3.4.2
ruby 1-m.rb 710ms 32ms 365.2MB 1233ms 153ms truffleruby 24.2.0

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 0-unsafe.rs 143ms 14ms 1.9MB 137ms 0ms rustc 1.85.1
rust 1.rs 193ms 34ms 2.0MB 183ms 0ms rustc 1.85.1
ruby 1.rb 886ms 4.7ms 13.5MB 863ms 10ms ruby/yjit 3.4.2
ruby 1-m.rb 1259ms 50ms 413.3MB 1827ms 197ms truffleruby 24.2.0
ruby 1.rb 1482ms 23ms 13.0MB 1463ms 7ms ruby 3.4.2

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 0-unsafe.rs 26ms 0.9ms 1.8MB 20ms 0ms rustc 1.85.1
rust 1.rs 29ms 0.1ms 1.8MB 20ms 0ms rustc 1.85.1
ruby 1.rb 195ms 2.2ms 13.5MB 177ms 7ms ruby/yjit 3.4.2
ruby 1.rb 289ms 2.1ms 12.9MB 273ms 0ms ruby 3.4.2
ruby 1-m.rb 514ms 28ms 357.0MB 993ms 137ms truffleruby 24.2.0

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 708ms 3.7ms 33.8MB 683ms 10ms rustc 1.85.1
ruby 1-m.rb 3955ms 22ms 606.4MB 10090ms 377ms truffleruby 24.2.0
ruby 1.rb timeout 0.0ms 94.3MB 4940ms 50ms ruby 3.4.2
ruby 1.rb timeout 0.0ms 94.1MB 4933ms 53ms ruby/yjit 3.4.2

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 153ms 0.3ms 9.8MB 140ms 0ms rustc 1.85.1
ruby 1-m.rb 2157ms 107ms 616.5MB 5503ms 283ms truffleruby 24.2.0
ruby 1.rb 3496ms 172ms 38.3MB 3457ms 23ms ruby/yjit 3.4.2
ruby 1.rb 4445ms 2.9ms 37.8MB 4413ms 17ms ruby 3.4.2

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 4-i.rs 168ms 2.2ms 1.9MB 160ms 0ms rustc 1.85.1
rust 7-i.rs 238ms 0.9ms 1.9MB 230ms 0ms rustc 1.85.1
rust 1.rs 240ms 0.8ms 1.8MB 230ms 0ms rustc 1.85.1
rust 3.rs 280ms 0.4ms 1.8MB 270ms 0ms rustc 1.87.0-nightly
rust 2.rs 288ms 8.0ms 1.6MB 277ms 0ms rustc 1.85.1
ruby 2.rb 846ms 5.3ms 311.6MB 1087ms 127ms truffleruby 24.2.0
ruby 2.rb timeout 0.0ms 12.9MB 4983ms 7ms ruby 3.4.2
ruby 2.rb timeout 0.0ms 13.5MB 4987ms 0ms ruby/yjit 3.4.2

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 4-i.rs 19ms 0.3ms 1.8MB 10ms 0ms rustc 1.85.1
rust 7-i.rs 26ms 0.2ms 1.8MB 20ms 0ms rustc 1.85.1
rust 1.rs 26ms 0.3ms 1.9MB 20ms 0ms rustc 1.85.1
rust 3.rs 30ms 0.1ms 1.8MB 20ms 0ms rustc 1.87.0-nightly
rust 2.rs 30ms 0.7ms 1.8MB 20ms 0ms rustc 1.85.1
ruby 2-m.rb 313ms 8.1ms 310.0MB 540ms 123ms truffleruby 24.2.0
ruby 2.rb 1065ms 2.9ms 13.5MB 1043ms 0ms ruby/yjit 3.4.2
ruby 2.rb 2836ms 76ms 12.9MB 2817ms 3ms ruby 3.4.2

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 2.rs 317ms 3.9ms 6.7MB 307ms 0ms rustc 1.85.1
rust 1.rs 323ms 1.8ms 40.9MB 303ms 0ms rustc 1.85.1
ruby 1.rb timeout 0.0ms 325.4MB 4847ms 137ms ruby 3.4.2
ruby 1.rb timeout 0.0ms 327.0MB 4840ms 143ms ruby/yjit 3.4.2
ruby 1.rb timeout 0.0ms 707.0MB 5073ms 153ms truffleruby 24.2.0

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 61ms 2.9ms 11.6MB 50ms 0ms rustc 1.85.1
rust 2.rs 79ms 2.3ms 2.9MB 70ms 0ms rustc 1.85.1
ruby 1-m.rb 1762ms 23ms 498.0MB 2533ms 183ms truffleruby 24.2.0
ruby 1.rb 3732ms 397ms 131.8MB 3640ms 77ms ruby/yjit 3.4.2
ruby 1.rb 4536ms 21ms 131.1MB 4440ms 80ms ruby 3.4.2

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 1529ms 3.0ms 2.7MB 1307ms 203ms rustc 1.85.1
rust 2.rs 1714ms 6.0ms 2.7MB 1623ms 80ms rustc 1.85.1
ruby 1.rb timeout 0.0ms 46.7MB 4920ms 67ms ruby 3.4.2
ruby 1.rb timeout 0.0ms 123.9MB 4887ms 100ms ruby/yjit 3.4.2
ruby 1.rb timeout 0.0ms 457.3MB 13323ms 400ms truffleruby 24.2.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 324ms 4.0ms 2.4MB 297ms 10ms rustc 1.85.1
rust 2.rs 382ms 2.4ms 2.4MB 370ms 0ms rustc 1.85.1
ruby 1.rb 1685ms 6.0ms 46.0MB 1633ms 37ms ruby 3.4.2
ruby 1-m.rb 1729ms 252ms 405.1MB 4537ms 220ms truffleruby 24.2.0
ruby 1.rb 1798ms 0.8ms 127.8MB 1647ms 133ms ruby/yjit 3.4.2

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 8-m.rs 494ms 0.3ms 2.5MB 1913ms 0ms rustc 1.87.0-nightly
rust 7-m.rs 501ms 1.3ms 2.3MB 1937ms 7ms rustc 1.85.1
rust 8.rs 994ms 1.8ms 2.4MB 980ms 0ms rustc 1.87.0-nightly
rust 2-m.rs 1967ms 0.5ms 2.3MB 7720ms 7ms rustc 1.85.1
rust 7.rs 2112ms 8.4ms 2.0MB 2103ms 0ms rustc 1.85.1
rust 2.rs 4212ms 3.9ms 2.0MB 4203ms 0ms rustc 1.85.1
ruby 4.rb timeout 0.0ms 13.0MB 4983ms 3ms ruby 3.4.2
ruby 4.rb timeout 0.0ms 13.5MB 4983ms 3ms ruby/yjit 3.4.2
ruby 4.rb timeout 0.0ms 454.8MB 5133ms 270ms truffleruby 24.2.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 8-m.rs 128ms 0.3ms 2.3MB 467ms 3ms rustc 1.87.0-nightly
rust 7-m.rs 129ms 0.0ms 2.1MB 477ms 0ms rustc 1.85.1
rust 8.rs 251ms 0.9ms 2.1MB 240ms 0ms rustc 1.87.0-nightly
rust 2-m.rs 499ms 4.2ms 2.1MB 1907ms 0ms rustc 1.85.1
rust 7.rs 535ms 4.9ms 1.9MB 523ms 0ms rustc 1.85.1
rust 2.rs 1057ms 5.0ms 2.0MB 1043ms 0ms rustc 1.85.1
ruby 4.rb 4888ms 24ms 442.4MB 5167ms 227ms truffleruby 24.2.0
ruby 4.rb timeout 0.0ms 13.0MB 4983ms 3ms ruby 3.4.2
ruby 4.rb timeout 0.0ms 13.5MB 4980ms 0ms ruby/yjit 3.4.2

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 8-m.rs 36ms 0.2ms 2.3MB 107ms 0ms rustc 1.87.0-nightly
rust 7-m.rs 37ms 0.8ms 2.1MB 113ms 0ms rustc 1.85.1
rust 8.rs 65ms 0.4ms 2.0MB 60ms 0ms rustc 1.87.0-nightly
rust 2-m.rs 128ms 0.5ms 2.0MB 470ms 0ms rustc 1.85.1
rust 7.rs 136ms 2.4ms 1.9MB 130ms 0ms rustc 1.85.1
rust 2.rs 267ms 1.3ms 2.0MB 260ms 0ms rustc 1.85.1
ruby 4.rb 1433ms 18ms 370.1MB 1793ms 130ms truffleruby 24.2.0
ruby 4.rb timeout 0.0ms 13.0MB 4980ms 7ms ruby 3.4.2
ruby 4.rb timeout 0.0ms 13.8MB 4980ms 7ms ruby/yjit 3.4.2