Programming Language and compiler
Benchmarks

Results for 38 of 40 languages from this run on actest1.

Unavailable in this run: Hack, Lisp. Follow the run link for failure details.

Julia VS acton benchmarks

Current benchmark data was generated on Sun Sep 27 2026, full log can be found HERE

CONTRIBUTIONS are WELCOME!

[x86_64][4 cores] Intel(R) Core(TM) i7-3687U CPU @ 2.10GHz (Model 58)

* -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
julia 4.jl 1258ms 4.8ms 271.5MB 1430ms 57ms julia 1.11.9
acton 1-m.act 2140ms 43ms 38.5MB 3237ms 57ms acton 0.30.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
acton 1.act 217ms 5.2ms 9.6MB 273ms 10ms acton 0.30.0
julia 4.jl 359ms 19ms 274.0MB 420ms 63ms julia 1.11.9

fannkuch-redux

Input: 11

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 2-m.jl 1550ms 12ms 258.8MB 4867ms 43ms julia 1.11.9
acton 1.act 65939ms 148ms 5.6MB 75737ms 15533ms acton 0.30.0

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 2-m.jl 746ms 6.3ms 265.5MB 1783ms 53ms julia 1.11.9
acton 1.act 4998ms 14ms 4.0MB 5640ms 1240ms acton 0.30.0

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 7-m.jl 779ms 32ms 301.9MB 1830ms 90ms julia 1.11.9
acton 1.act 5589ms 17ms 12.8MB 6087ms 410ms acton 0.30.0

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
acton 1.act 578ms 1.5ms 15.6MB 610ms 33ms acton 0.30.0
julia 7-m.jl 639ms 5.9ms 262.4MB 1400ms 70ms julia 1.11.9

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
acton 1.act 4.5ms 1.1ms 3.8MB 0ms 0ms acton 0.30.0
julia 1.jl 140ms 4.0ms 226.2MB 106ms 48ms julia 1.11.9

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 8-m.jl 2502ms 43ms 314.2MB 4443ms 80ms julia 1.11.9
acton 1-m.act 87144ms 724ms 194.2MB 135057ms 717ms acton 0.30.0

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 8-m.jl 1884ms 2.6ms 305.9MB 2873ms 70ms julia 1.11.9
acton 1-m.act 8692ms 20ms 74.4MB 13153ms 433ms acton 0.30.0

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 7.jl 902ms 17ms 271.9MB 960ms 67ms julia 1.11.9
acton 1.act 4728ms 31ms 6.0MB 5217ms 733ms acton 0.30.0

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
acton 1.act 478ms 5.0ms 12.1MB 517ms 73ms acton 0.30.0
julia 7.jl 585ms 2.5ms 275.1MB 660ms 47ms julia 1.11.9

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 1.jl 664ms 3.2ms 250.6MB 710ms 47ms julia 1.11.9
acton 1.act 8124ms 92ms 725.4MB 10360ms 120ms acton 0.30.0

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 1.jl 410ms 1.6ms 247.9MB 453ms 47ms julia 1.11.9
acton 1.act 1965ms 40ms 250.3MB 2377ms 47ms acton 0.30.0

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 3.jl 812ms 13ms 233.8MB 913ms 43ms julia 1.11.9
julia 1.jl 1519ms 35ms 287.5MB 1510ms 140ms julia 1.11.9
acton 1-m.act 5009ms 46ms 14.3MB 6123ms 1420ms acton 0.30.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 3.jl 375ms 2.7ms 233.9MB 423ms 40ms julia 1.11.9
julia 1.jl 822ms 14ms 288.4MB 853ms 93ms julia 1.11.9
acton 1.act 1277ms 11ms 7.7MB 1540ms 373ms acton 0.30.0

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 2-m.jl 3585ms 4.8ms 243.3MB 13187ms 50ms julia 1.11.9
julia 3-m.jl 3821ms 2.0ms 273.2MB 13607ms 63ms julia 1.11.9
acton 1-m.act 105769ms 1188ms 5.7MB 163880ms 10223ms acton 0.30.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 2-m.jl 1217ms 7.1ms 249.3MB 3887ms 53ms julia 1.11.9
julia 3-m.jl 1456ms 8.8ms 274.6MB 4257ms 63ms julia 1.11.9
acton 1-m.act 26160ms 70ms 8.7MB 38903ms 3493ms acton 0.30.0

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 2-m.jl 643ms 4.4ms 241.6MB 1620ms 37ms julia 1.11.9
julia 3-m.jl 868ms 12ms 279.5MB 1930ms 70ms julia 1.11.9
acton 1.act 6035ms 45ms 4.4MB 7950ms 1010ms acton 0.30.0