Programming Language and compiler
Benchmarks

Zig VS Nim benchmarks

Current benchmark data was generated on Thu Feb 01 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
nim 2.nim 835ms 5.3ms 34.4MB 813ms 7ms nim 2.0.2
nim 2.nim 1170ms 1.0ms 34.7MB 1150ms 7ms nim/clang 2.0.2
zig 1.zig 1782ms 14ms 49.1MB 1747ms 17ms zig 0.12.0-dev.2341+92211135f

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 80ms 2.9ms 5.5MB 70ms 0ms nim 2.0.2
nim 2.nim 113ms 2.9ms 5.8MB 100ms 0ms nim/clang 2.0.2
zig 1.zig 176ms 52ms 7.1MB 163ms 0ms zig 0.12.0-dev.2341+92211135f

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 2265ms 7.1ms 2.5MB 2237ms 13ms zig 0.12.0-dev.2341+92211135f

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 381ms 1.2ms 1.9MB 367ms 0ms zig 0.12.0-dev.2341+92211135f

fannkuch-redux

Input: 11

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 2-m.zig 639ms 6.1ms 3.5MB 2410ms 0ms zig 0.12.0-dev.2341+92211135f
zig 3-i.zig 1769ms 3.5ms 1.1MB 1760ms 0ms zig 0.12.0-dev.2341+92211135f
zig 2.zig 1999ms 9.9ms 1.1MB 1990ms 0ms zig 0.12.0-dev.2341+92211135f
zig 1.zig 2839ms 2.3ms 1.1MB 2830ms 0ms zig 0.12.0-dev.2341+92211135f

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 2-m.zig 63ms 0.3ms 3.6MB 203ms 0ms zig 0.12.0-dev.2341+92211135f
zig 3-i.zig 148ms 0.3ms 1.1MB 140ms 0ms zig 0.12.0-dev.2341+92211135f
zig 2.zig 167ms 0.7ms 1.1MB 160ms 0ms zig 0.12.0-dev.2341+92211135f
zig 1.zig 248ms 13ms 1.1MB 237ms 0ms zig 0.12.0-dev.2341+92211135f

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 87ms 0.8ms 1.3MB 73ms 0ms zig 0.12.0-dev.2341+92211135f
nim 2.nim 188ms 3.5ms 1.5MB 177ms 0ms nim 2.0.2
nim 2.nim 239ms 3.2ms 1.8MB 227ms 0ms nim/clang 2.0.2
nim 1.nim 549ms 1.1ms 1.8MB 447ms 87ms nim/clang 2.0.2
nim 1.nim 573ms 0.7ms 1.5MB 463ms 90ms nim 2.0.2

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 11ms 0.8ms 1.3MB 0ms 0ms zig 0.12.0-dev.2341+92211135f
nim 2.nim 20ms 0.4ms 1.5MB 10ms 0ms nim 2.0.2
nim 2.nim 26ms 0.6ms 1.6MB 20ms 0ms nim/clang 2.0.2
nim 1.nim 58ms 0.6ms 1.8MB 43ms 0ms nim/clang 2.0.2
nim 1.nim 61ms 1.0ms 1.5MB 43ms 7ms nim 2.0.2

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 1.0ms 0.0ms 1.3MB 0ms 0ms zig 0.12.0-dev.2341+92211135f
nim 1.nim 1.0ms 0.1ms 1.6MB 0ms 0ms nim 2.0.2
nim 1.nim 1.2ms 0.1ms 1.9MB 0ms 0ms nim/clang 2.0.2

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 771ms 2.9ms 20.4MB 750ms 7ms zig 0.12.0-dev.2341+92211135f

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 90ms 2.1ms 7.0MB 80ms 0ms zig 0.12.0-dev.2341+92211135f

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 36ms 2.0ms 2.9MB 27ms 0ms zig 0.12.0-dev.2341+92211135f
nim 2.nim 108ms 1.5ms 1.6MB 100ms 0ms nim/clang 2.0.2
nim 2.nim 109ms 2.7ms 1.4MB 97ms 0ms nim 2.0.2
nim 1.nim timeout 0.0ms 1.3MB 4990ms 0ms nim 2.0.2
nim 1.nim timeout 0.0ms 1.5MB 4990ms 0ms nim/clang 2.0.2

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 98ms 0.8ms 2.9MB 90ms 0ms zig 0.12.0-dev.2341+92211135f
nim 2.nim 316ms 0.4ms 1.9MB 307ms 0ms nim/clang 2.0.2
nim 2.nim 323ms 4.4ms 1.4MB 313ms 0ms nim 2.0.2
nim 1.nim timeout 0.0ms 1.3MB 4990ms 0ms nim 2.0.2
nim 1.nim timeout 0.0ms 1.5MB 4990ms 0ms nim/clang 2.0.2

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 17ms 1.4ms 1.4MB 10ms 0ms zig 0.12.0-dev.2341+92211135f
nim 2.nim 48ms 0.6ms 1.5MB 40ms 0ms nim/clang 2.0.2
nim 2.nim 49ms 0.7ms 1.3MB 40ms 0ms nim 2.0.2
nim 1.nim 536ms 10ms 1.5MB 523ms 0ms nim/clang 2.0.2
nim 1.nim 536ms 8.6ms 1.3MB 523ms 0ms nim 2.0.2

mandelbrot

Input: 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 247ms 1.0ms 4.2MB 237ms 0ms zig 0.12.0-dev.2341+92211135f
nim 1.nim 389ms 2.4ms 4.8MB 377ms 0ms nim/clang 2.0.2
nim 1.nim 577ms 3.8ms 4.5MB 563ms 0ms nim 2.0.2

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 13ms 2.0ms 1.3MB 0ms 0ms zig 0.12.0-dev.2341+92211135f
nim 1.nim 19ms 0.8ms 1.9MB 10ms 0ms nim/clang 2.0.2
nim 1.nim 28ms 0.5ms 1.6MB 20ms 0ms nim 2.0.2

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 553ms 0.7ms 34.4MB 533ms 3ms nim 2.0.2
nim 1.nim 653ms 8.9ms 36.5MB 633ms 3ms nim/clang 2.0.2
zig 1.zig 867ms 9.1ms 41.1MB 840ms 10ms zig 0.12.0-dev.2341+92211135f

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 122ms 0.7ms 9.8MB 110ms 0ms nim 2.0.2
nim 1.nim 143ms 2.1ms 10.0MB 130ms 0ms nim/clang 2.0.2
zig 1.zig 176ms 3.9ms 11.1MB 163ms 0ms zig 0.12.0-dev.2341+92211135f

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 2.zig 276ms 0.5ms 1.1MB 267ms 0ms zig 0.12.0-dev.2341+92211135f
zig 1.zig 314ms 0.6ms 1.3MB 310ms 0ms zig 0.12.0-dev.2341+92211135f
nim 2.nim 318ms 1.0ms 1.8MB 310ms 0ms nim 2.0.2
nim 2.nim 343ms 3.5ms 2.0MB 333ms 0ms nim/clang 2.0.2

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 2.zig 29ms 0.0ms 1.1MB 20ms 0ms zig 0.12.0-dev.2341+92211135f
zig 1.zig 33ms 0.3ms 1.3MB 23ms 0ms zig 0.12.0-dev.2341+92211135f
nim 2.nim 34ms 0.5ms 1.8MB 23ms 0ms nim 2.0.2
nim 2.nim 36ms 0.1ms 2.0MB 30ms 0ms nim/clang 2.0.2

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 273ms 3.3ms 40.3MB 257ms 0ms zig 0.12.0-dev.2341+92211135f
nim 1.nim 282ms 2.6ms 41.5MB 270ms 0ms nim 2.0.2
zig 2.zig 335ms 1.6ms 6.1MB 323ms 0ms zig 0.12.0-dev.2341+92211135f
nim 1.nim 351ms 9.9ms 41.8MB 337ms 0ms nim/clang 2.0.2

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 55ms 1.5ms 11.0MB 47ms 0ms zig 0.12.0-dev.2341+92211135f
nim 1.nim 56ms 1.3ms 11.5MB 47ms 0ms nim 2.0.2
nim 1.nim 65ms 1.0ms 11.8MB 53ms 0ms nim/clang 2.0.2
zig 2.zig 82ms 1.3ms 2.4MB 70ms 0ms zig 0.12.0-dev.2341+92211135f

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 2449ms 3.4ms 2.3MB 2423ms 10ms zig 0.12.0-dev.2341+92211135f

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 1.zig 567ms 2.5ms 1.8MB 557ms 0ms zig 0.12.0-dev.2341+92211135f

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 2-m.zig 475ms 1.1ms 3.8MB 1780ms 7ms zig 0.12.0-dev.2341+92211135f
zig 2.zig 917ms 2.4ms 1.5MB 910ms 0ms zig 0.12.0-dev.2341+92211135f
nim 1.nim 3574ms 1.9ms 1.6MB 3567ms 0ms nim/clang 2.0.2
nim 1.nim 3591ms 12ms 1.4MB 3580ms 0ms nim 2.0.2
zig 1.zig 3668ms 10ms 1.4MB 3657ms 0ms zig 0.12.0-dev.2341+92211135f

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 2-m.zig 126ms 0.3ms 3.7MB 427ms 7ms zig 0.12.0-dev.2341+92211135f
zig 2.zig 230ms 0.9ms 1.4MB 220ms 0ms zig 0.12.0-dev.2341+92211135f
nim 1.nim 895ms 0.8ms 1.5MB 887ms 0ms nim/clang 2.0.2
nim 1.nim 899ms 2.9ms 1.8MB 890ms 0ms nim 2.0.2
zig 1.zig 920ms 1.8ms 1.3MB 910ms 0ms zig 0.12.0-dev.2341+92211135f

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
zig 2-m.zig 38ms 0.0ms 3.7MB 97ms 3ms zig 0.12.0-dev.2341+92211135f
zig 2.zig 60ms 1.0ms 1.4MB 50ms 0ms zig 0.12.0-dev.2341+92211135f
nim 1.nim 226ms 0.0ms 1.5MB 217ms 0ms nim/clang 2.0.2
nim 1.nim 227ms 1.0ms 1.8MB 220ms 0ms nim 2.0.2
zig 1.zig 232ms 1.1ms 1.3MB 223ms 0ms zig 0.12.0-dev.2341+92211135f