Julia VS Crystal benchmarks

Current benchmark data was generated on Fri Sep 30 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.)

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 4.3ms 1.4ms 2.8MB 0ms 0ms crystal 1.5.1
julia 1.jl 234ms 1.7ms 188.2MB 140ms 108ms julia 1.8.1
julia 1.jl 235ms 57ms 175.4MB 120ms 104ms julia/aot 1.8.2

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 7.jl 547ms 2.9ms 175.1MB 497ms 133ms julia/aot 1.8.2
crystal 1.cr 594ms 1.5ms 4.8MB 577ms 0ms crystal 1.5.1
crystal 2.cr 623ms 0.7ms 3.0MB 610ms 0ms crystal 1.5.1
julia 7.jl 728ms 1.2ms 246.3MB 660ms 157ms julia 1.8.1

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 65ms 2.6ms 4.9MB 50ms 0ms crystal 1.5.1
crystal 2.cr 67ms 1.7ms 3.0MB 57ms 0ms crystal 1.5.1
julia 7.jl 308ms 70ms 179.3MB 203ms 143ms julia/aot 1.8.2
julia 7.jl 448ms 5.0ms 247.9MB 347ms 180ms julia 1.8.1

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 2.cr 428ms 1.0ms 9.9MB 417ms 0ms crystal 1.5.1
julia 1.jl 434ms 3.0ms 169.0MB 393ms 127ms julia/aot 1.8.2
julia 1.jl 572ms 4.4ms 218.1MB 503ms 150ms julia 1.8.1
crystal 1.cr 1267ms 39ms 44.0MB 1243ms 7ms crystal 1.5.1

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 2.cr 95ms 1.1ms 4.3MB 80ms 0ms crystal 1.5.1
crystal 1.cr 159ms 2.7ms 14.8MB 147ms 0ms crystal 1.5.1
julia 1.jl 238ms 1.5ms 162.3MB 177ms 103ms julia/aot 1.8.2
julia 1.jl 371ms 2.2ms 211.9MB 293ms 160ms julia 1.8.1

binarytrees

Input: 18

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 4.jl 1267ms 4.9ms 258.1MB 1150ms 207ms julia 1.8.1
crystal 1.cr 1947ms 17ms 66.1MB 2307ms 23ms crystal 1.5.1

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 142ms 1.2ms 11.0MB 143ms 0ms crystal 1.5.1
julia 4.jl 364ms 1.2ms 239.6MB 287ms 160ms julia 1.8.1

fannkuch-redux

Input: 11

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 2-m.jl 1698ms 9.9ms 232.2MB 2857ms 173ms julia 1.8.1
crystal 1.cr 3718ms 2.7ms 3.0MB 3703ms 0ms crystal 1.5.1

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 301ms 0.9ms 5.0MB 290ms 0ms crystal 1.5.1
julia 2.jl 588ms 2.1ms 230.6MB 707ms 157ms julia 1.8.1

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 7-m.jl 665ms 11ms 297.6MB 873ms 180ms julia 1.8.1
crystal 2.cr 764ms 1.8ms 3.6MB 660ms 93ms crystal 1.5.1
crystal 1.cr 1006ms 0.6ms 16.7MB 890ms 100ms crystal 1.5.1

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 2.cr 82ms 0.5ms 5.5MB 60ms 7ms crystal 1.5.1
crystal 1.cr 105ms 0.7ms 4.6MB 87ms 3ms crystal 1.5.1
julia 7.jl 506ms 6.2ms 228.8MB 583ms 173ms julia 1.8.1

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 8.jl 1235ms 3.4ms 317.7MB 1547ms 190ms julia 1.8.1

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 8.jl 869ms 4.0ms 303.0MB 910ms 197ms julia 1.8.1

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 3.jl 733ms 1.1ms 195.4MB 667ms 150ms julia 1.8.1
julia 1.jl 1660ms 14ms 278.2MB 1540ms 203ms julia 1.8.1
crystal 1.cr 2816ms 90ms 8.7MB 3030ms 323ms crystal 1.5.1

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 3.jl 377ms 22ms 193.9MB 303ms 147ms julia 1.8.1
crystal 1.cr 654ms 9.8ms 5.4MB 687ms 73ms crystal 1.5.1
julia 1.jl 963ms 55ms 276.0MB 827ms 200ms julia 1.8.1

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 2-m.jl 1239ms 8.9ms 204.1MB 2073ms 147ms julia 1.8.1
julia 3-m.jl 2089ms 3.2ms 221.8MB 3677ms 177ms julia 1.8.1
crystal 1.cr timeout 0.0ms 0.0MB 0ms 0ms crystal 1.5.1

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 2-m.jl 573ms 4.4ms 203.2MB 787ms 130ms julia 1.8.1
julia 3-m.jl 850ms 8.0ms 221.4MB 1227ms 177ms julia 1.8.1
crystal 1.cr 1425ms 3.3ms 4.1MB 1410ms 0ms crystal 1.5.1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 361ms 0.6ms 5.5MB 350ms 0ms crystal 1.5.1
julia 2.jl 410ms 3.0ms 205.6MB 457ms 143ms julia 1.8.1
julia 3.jl 519ms 3.7ms 220.5MB 617ms 147ms julia 1.8.1