Programming Language and compiler
Benchmarks

Zig VS Dart benchmarks

Current benchmark data was generated on Sun Jul 13 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
dart 1.dart 716ms 2.4ms 80.9MB 690ms 30ms dart/exe 3.8.1
zig 1.zig 1872ms 186ms 49.0MB 1840ms 17ms zig 0.14.1

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 77ms 1.4ms 42.8MB 50ms 17ms dart/exe 3.8.1
zig 1.zig 152ms 2.9ms 7.0MB 140ms 0ms zig 0.14.1

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 2260ms 7.9ms 2.5MB 2237ms 10ms zig 0.14.1
dart 1.dart 3567ms 3.2ms 18.0MB 3530ms 27ms dart/exe 3.8.1

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 382ms 1.1ms 1.9MB 367ms 3ms zig 0.14.1
dart 1.dart 590ms 2.3ms 10.0MB 563ms 17ms dart/exe 3.8.1

fannkuch-redux

Input: 11

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 2-m.zig 637ms 8.5ms 1.4MB 2413ms 0ms zig 0.14.1
zig 3-i.zig 1765ms 1.9ms 1.0MB 1757ms 0ms zig 0.14.1
zig 1.zig 2719ms 3.6ms 1.0MB 2710ms 0ms zig 0.14.1
dart 2.dart 2931ms 12ms 6.3MB 2923ms 0ms dart/exe 3.8.1

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 2-m.zig 60ms 0.6ms 1.4MB 200ms 0ms zig 0.14.1
zig 3-i.zig 147ms 0.3ms 1.0MB 140ms 0ms zig 0.14.1
zig 1.zig 229ms 2.1ms 1.0MB 220ms 0ms zig 0.14.1
dart 2.dart 235ms 1.2ms 6.1MB 223ms 0ms dart/exe 3.8.1

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 88ms 0.8ms 1.0MB 80ms 0ms zig 0.14.1
dart 1.dart 362ms 2.6ms 8.8MB 347ms 0ms dart/exe 3.8.1

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 11ms 0.8ms 1.0MB 0ms 0ms zig 0.14.1
dart 1.dart 41ms 0.1ms 8.8MB 30ms 0ms dart/exe 3.8.1

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 0.9ms 0.0ms 1.1MB 0ms 0ms zig 0.14.1
dart 1.dart 3.7ms 0.3ms 5.7MB 0ms 0ms dart/exe 3.8.1

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1-m.zig 318ms 0.8ms 67.1MB 840ms 23ms zig 0.14.1
zig 1.zig 499ms 2.8ms 28.0MB 477ms 13ms zig 0.14.1
dart 3-m.dart 1077ms 24ms 279.2MB 3200ms 120ms dart/exe 3.8.1

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1-m.zig 65ms 1.8ms 54.3MB 133ms 33ms zig 0.14.1
zig 1.zig 66ms 2.2ms 15.4MB 50ms 3ms zig 0.14.1
dart 3-m.dart 225ms 5.9ms 187.2MB 530ms 70ms dart/exe 3.8.1

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 33ms 1.2ms 2.8MB 27ms 0ms zig 0.14.1
dart 2.dart 166ms 4.9ms 9.1MB 153ms 0ms dart/exe 3.8.1
dart 1.dart 572ms 3.4ms 9.1MB 557ms 0ms dart/exe 3.8.1

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 95ms 1.5ms 2.8MB 87ms 0ms zig 0.14.1
dart 2.dart 484ms 7.2ms 9.1MB 477ms 0ms dart/exe 3.8.1
dart 1.dart 1699ms 6.4ms 9.3MB 1683ms 3ms dart/exe 3.8.1

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 16ms 1.1ms 1.3MB 10ms 0ms zig 0.14.1
dart 2.dart 78ms 0.7ms 9.0MB 67ms 0ms dart/exe 3.8.1
dart 1.dart 118ms 2.2ms 9.1MB 107ms 0ms dart/exe 3.8.1

mandelbrot

Input: 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 247ms 0.5ms 4.1MB 240ms 0ms zig 0.14.1

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 12ms 0.2ms 1.1MB 10ms 0ms zig 0.14.1

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 322ms 2.5ms 63.6MB 300ms 23ms dart/exe 3.8.1
zig 1.zig 866ms 9.9ms 41.0MB 833ms 17ms zig 0.14.1

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 1.dart 85ms 1.9ms 43.8MB 60ms 17ms dart/exe 3.8.1
zig 1.zig 175ms 2.1ms 11.0MB 160ms 0ms zig 0.14.1

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 3.zig 198ms 1.1ms 1.0MB 190ms 0ms zig 0.14.1
zig 2.zig 280ms 0.5ms 1.0MB 270ms 0ms zig 0.14.1
zig 1.zig 315ms 0.8ms 1.1MB 303ms 0ms zig 0.14.1
dart 3.dart 411ms 3.9ms 6.1MB 400ms 0ms dart/exe 3.8.1

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 3.zig 22ms 0.3ms 1.0MB 10ms 0ms zig 0.14.1
zig 2.zig 30ms 0.1ms 1.0MB 20ms 0ms zig 0.14.1
zig 1.zig 34ms 0.6ms 1.1MB 30ms 0ms zig 0.14.1
dart 3.dart 45ms 0.7ms 6.3MB 40ms 0ms dart/exe 3.8.1

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 270ms 5.1ms 40.2MB 257ms 0ms zig 0.14.1
zig 2.zig 330ms 3.2ms 6.0MB 320ms 0ms zig 0.14.1

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 52ms 2.0ms 10.9MB 40ms 0ms zig 0.14.1
zig 2.zig 80ms 1.1ms 2.3MB 70ms 0ms zig 0.14.1

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2.dart 1246ms 11ms 14.8MB 1220ms 30ms dart/exe 3.8.1
zig 1.zig 2450ms 12ms 2.2MB 2420ms 17ms zig 0.14.1

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
dart 2.dart 306ms 3.5ms 14.8MB 290ms 7ms dart/exe 3.8.1
zig 1.zig 569ms 4.0ms 1.8MB 560ms 0ms zig 0.14.1

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 3686ms 3.7ms 1.4MB 3677ms 0ms zig 0.14.1
dart 1.dart 3748ms 2.0ms 6.4MB 3740ms 0ms dart/exe 3.8.1
dart 2.dart 4934ms 6.4ms 6.4MB 4923ms 0ms dart/exe 3.8.1

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 925ms 2.6ms 1.3MB 917ms 0ms zig 0.14.1
dart 1.dart 939ms 0.1ms 6.3MB 930ms 0ms dart/exe 3.8.1
dart 2.dart 1238ms 0.9ms 6.4MB 1230ms 0ms dart/exe 3.8.1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 235ms 0.4ms 1.3MB 230ms 0ms zig 0.14.1
dart 1.dart 240ms 2.1ms 6.3MB 230ms 0ms dart/exe 3.8.1
dart 2.dart 315ms 2.5ms 6.1MB 303ms 0ms dart/exe 3.8.1