Programming Language and compiler
Benchmarks

Nim VS Haxe benchmarks

Current benchmark data was generated on Wed Sep 28 2022, full log can be found HERE

CONTRIBUTIONS are WELCOME!

[x86_64][2 cores] Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz (Model 106)

* -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
haxe 1.hx 1622ms 5.6ms 146.0MB 1903ms 70ms haxe/cpp 4.2.5
nim 2.nim 3344ms 2.3ms 35.2MB 3323ms 3ms nim/clang 1.6.8
nim 2.nim 3490ms 2.8ms 34.6MB 3467ms 10ms nim 1.6.8
haxe 2.hx 4959ms 18ms 497.0MB 6103ms 277ms haxe/cpp 4.2.5
haxe 1.hx timeout 0.0ms 0.0MB 0ms 0ms haxe/hl/c 4.2.5
haxe 2.hx timeout 0.0ms 0.0MB 0ms 0ms haxe/hl/c 4.2.5
haxe 1.hx timeout 0.0ms 0.0MB 0ms 0ms haxe/hl/jit 1.12.0
haxe 2.hx timeout 0.0ms 0.0MB 0ms 0ms haxe/hl/jit 1.12.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
haxe 1.hx 108ms 0.8ms 25.6MB 100ms 7ms haxe/cpp 4.2.5
nim 2.nim 315ms 0.7ms 5.7MB 303ms 0ms nim/clang 1.6.8
nim 2.nim 330ms 1.8ms 5.4MB 317ms 0ms nim 1.6.8
haxe 2.hx 429ms 5.6ms 60.2MB 477ms 27ms haxe/cpp 4.2.5
haxe 1.hx 785ms 1.1ms 7.8MB 747ms 27ms haxe/hl/c 4.2.5
haxe 1.hx 935ms 9.9ms 11.3MB 880ms 40ms haxe/hl/jit 1.12.0
haxe 2.hx 1203ms 8.3ms 13.6MB 1053ms 130ms haxe/hl/c 4.2.5
haxe 2.hx 1319ms 16ms 24.7MB 1153ms 150ms haxe/hl/jit 1.12.0

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim 1.6.8
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim/clang 1.6.8

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim 1.6.8
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim/clang 1.6.8

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim 1.6.8
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim/clang 1.6.8

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim 1.6.8
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim/clang 1.6.8

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 257ms 0.2ms 0.7MB 240ms 0ms nim 1.6.8
nim 2.nim 336ms 0.6ms 1.0MB 323ms 0ms nim/clang 1.6.8
nim 1.nim 788ms 5.6ms 0.7MB 703ms 67ms nim 1.6.8
nim 1.nim 807ms 0.6ms 1.0MB 720ms 70ms nim/clang 1.6.8
haxe 1.hx 3304ms 3.7ms 27.4MB 3197ms 227ms haxe/cpp 4.2.5
haxe 1.hx timeout 0.0ms 0.0MB 0ms 0ms haxe/hl/c 4.2.5
haxe 1.hx timeout 0.0ms 0.0MB 0ms 0ms haxe/hl/jit 1.12.0

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 28ms 0.5ms 0.7MB 20ms 0ms nim 1.6.8
nim 2.nim 36ms 0.4ms 1.0MB 27ms 0ms nim/clang 1.6.8
nim 1.nim 81ms 0.6ms 0.7MB 57ms 10ms nim 1.6.8
nim 1.nim 84ms 0.9ms 0.9MB 70ms 0ms nim/clang 1.6.8
haxe 1.hx 346ms 0.5ms 27.5MB 330ms 20ms haxe/cpp 4.2.5
haxe 1.hx 819ms 1.0ms 3.3MB 733ms 70ms haxe/hl/c 4.2.5
haxe 1.hx 848ms 4.2ms 3.9MB 807ms 27ms haxe/hl/jit 1.12.0

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 1.6ms 0.9ms 1.6MB 0ms 0ms nim 1.6.8
nim 1.nim 2.0ms 0.8ms 1.0MB 0ms 0ms nim/clang 1.6.8
haxe 1.hx 2.5ms 0.6ms 2.6MB 0ms 0ms haxe/hl/c 4.2.5
haxe 1.hx 3.1ms 0.8ms 3.1MB 0ms 0ms haxe/cpp 4.2.5
haxe 1.hx 4.5ms 1.2ms 3.3MB 0ms 0ms haxe/hl/jit 1.12.0

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 710ms 5.4ms 94.0MB 317ms 367ms nim 1.6.8
nim 1.nim 712ms 0.7ms 93.4MB 280ms 403ms nim/clang 1.6.8

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 121ms 1.9ms 17.9MB 50ms 57ms nim 1.6.8
nim 1.nim 124ms 2.1ms 18.2MB 53ms 50ms nim/clang 1.6.8

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 146ms 0.2ms 1.9MB 140ms 0ms nim/clang 1.6.8
nim 2.nim 158ms 2.6ms 0.7MB 150ms 0ms nim 1.6.8
haxe 1.hx 179ms 1.0ms 22.1MB 163ms 3ms haxe/cpp 4.2.5
haxe 1.hx 183ms 1.8ms 3.0MB 170ms 0ms haxe/hl/c 4.2.5
haxe 1.hx 239ms 1.9ms 3.6MB 223ms 0ms haxe/hl/jit 1.12.0
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim 1.6.8
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim/clang 1.6.8

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 433ms 0.7ms 1.0MB 420ms 0ms nim/clang 1.6.8
nim 2.nim 465ms 0.3ms 0.7MB 457ms 0ms nim 1.6.8
haxe 1.hx 515ms 1.1ms 27.4MB 490ms 13ms haxe/cpp 4.2.5
haxe 1.hx 543ms 2.3ms 3.0MB 530ms 0ms haxe/hl/c 4.2.5
haxe 1.hx 703ms 12ms 3.7MB 690ms 0ms haxe/hl/jit 1.12.0
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim 1.6.8
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim/clang 1.6.8

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 64ms 0.8ms 0.9MB 53ms 0ms nim/clang 1.6.8
nim 2.nim 69ms 0.2ms 0.7MB 60ms 0ms nim 1.6.8
haxe 1.hx 84ms 0.5ms 14.2MB 70ms 0ms haxe/cpp 4.2.5
haxe 1.hx 90ms 1.8ms 2.8MB 80ms 0ms haxe/hl/c 4.2.5
haxe 1.hx 118ms 2.6ms 3.6MB 107ms 0ms haxe/hl/jit 1.12.0
nim 1.nim 416ms 2.7ms 1.0MB 403ms 0ms nim/clang 1.6.8
nim 1.nim 495ms 34ms 0.7MB 483ms 0ms nim 1.6.8

mandelbrot

Input: 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 574ms 0.4ms 4.7MB 560ms 0ms nim/clang 1.6.8
nim 1.nim 996ms 1.3ms 4.5MB 980ms 0ms nim 1.6.8

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 26ms 0.3ms 1.0MB 20ms 0ms nim/clang 1.6.8
nim 1.nim 45ms 1.2ms 0.7MB 33ms 0ms nim 1.6.8

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
haxe 1.hx 1079ms 4.7ms 97.0MB 1223ms 53ms haxe/cpp 4.2.5
nim 1.nim 1576ms 4.4ms 35.2MB 1553ms 10ms nim/clang 1.6.8
nim 1.nim 1655ms 3.7ms 34.6MB 1633ms 3ms nim 1.6.8
haxe 1.hx timeout 0.0ms 0.0MB 0ms 0ms haxe/hl/c 4.2.5
haxe 1.hx timeout 0.0ms 0.0MB 0ms 0ms haxe/hl/jit 1.12.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
haxe 1.hx 203ms 3.3ms 28.6MB 210ms 3ms haxe/cpp 4.2.5
nim 1.nim 339ms 0.5ms 9.9MB 330ms 0ms nim/clang 1.6.8
nim 1.nim 364ms 14ms 9.3MB 353ms 0ms nim 1.6.8
haxe 1.hx 1554ms 11ms 15.5MB 1453ms 87ms haxe/hl/c 4.2.5
haxe 1.hx 1730ms 16ms 20.4MB 1623ms 90ms haxe/hl/jit 1.12.0

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 404ms 0.3ms 0.9MB 390ms 0ms nim/clang 1.6.8
nim 2.nim 427ms 0.5ms 1.0MB 420ms 0ms nim 1.6.8
haxe 2.hx 973ms 24ms 2.6MB 963ms 0ms haxe/hl/c 4.2.5
haxe 1.hx 1269ms 26ms 2.6MB 1257ms 0ms haxe/hl/c 4.2.5
haxe 3.hx 2323ms 4.9ms 27.6MB 2517ms 33ms haxe/cpp 4.2.5
haxe 2.hx 2346ms 51ms 3.3MB 2333ms 0ms haxe/hl/jit 1.12.0
haxe 1.hx 2540ms 140ms 3.3MB 2523ms 0ms haxe/hl/jit 1.12.0
haxe 1.hx timeout 0.0ms 0.0MB 0ms 0ms haxe/cpp 4.2.5
haxe 2.hx timeout 0.0ms 0.0MB 0ms 0ms haxe/cpp 4.2.5
haxe 3.hx timeout 0.0ms 0.0MB 0ms 0ms haxe/hl/c 4.2.5
haxe 3.hx timeout 0.0ms 0.0MB 0ms 0ms haxe/hl/jit 1.12.0

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 43ms 1.2ms 1.0MB 33ms 0ms nim/clang 1.6.8
nim 2.nim 45ms 0.8ms 1.0MB 33ms 0ms nim 1.6.8
haxe 2.hx 102ms 5.3ms 2.6MB 93ms 0ms haxe/hl/c 4.2.5
haxe 1.hx 131ms 5.0ms 2.6MB 120ms 0ms haxe/hl/c 4.2.5
haxe 2.hx 238ms 2.3ms 3.3MB 230ms 0ms haxe/hl/jit 1.12.0
haxe 3.hx 247ms 0.0ms 27.6MB 253ms 7ms haxe/cpp 4.2.5
haxe 1.hx 260ms 9.8ms 3.3MB 250ms 0ms haxe/hl/jit 1.12.0
haxe 3.hx 692ms 5.8ms 3.1MB 627ms 47ms haxe/hl/c 4.2.5
haxe 2.hx 844ms 6.5ms 4.4MB 830ms 0ms haxe/cpp 4.2.5
haxe 3.hx 859ms 12ms 3.7MB 787ms 53ms haxe/hl/jit 1.12.0
haxe 1.hx 1130ms 1.2ms 4.4MB 1120ms 0ms haxe/cpp 4.2.5

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 525ms 30ms 41.2MB 507ms 0ms nim 1.6.8
nim 1.nim 551ms 31ms 41.0MB 530ms 3ms nim/clang 1.6.8
nim 2.nim 598ms 1.5ms 6.6MB 587ms 0ms nim/clang 1.6.8
nim 2.nim 635ms 1.3ms 6.1MB 627ms 0ms nim 1.6.8

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 127ms 0.8ms 11.1MB 120ms 0ms nim 1.6.8
nim 1.nim 129ms 4.5ms 11.3MB 117ms 0ms nim/clang 1.6.8
nim 2.nim 138ms 0.8ms 3.3MB 123ms 0ms nim/clang 1.6.8
nim 2.nim 151ms 0.4ms 3.0MB 140ms 0ms nim 1.6.8

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim 1.6.8
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim/clang 1.6.8

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim 1.6.8
nim 1.nim timeout 0.0ms 0.0MB 0ms 0ms nim/clang 1.6.8

regex-redux

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 2565ms 5.6ms 167.2MB 2520ms 33ms nim 1.6.8
nim 1.nim 2568ms 4.8ms 167.8MB 2523ms 27ms nim/clang 1.6.8

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 264ms 0.7ms 16.7MB 247ms 3ms nim 1.6.8
nim 1.nim 264ms 2.3ms 17.0MB 250ms 0ms nim/clang 1.6.8

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 4118ms 1.2ms 1.8MB 4110ms 0ms nim/clang 1.6.8
nim 1.nim 4120ms 4.8ms 1.8MB 4107ms 0ms nim 1.6.8
haxe 1.hx timeout 0.0ms 0.0MB 0ms 0ms haxe/cpp 4.2.5
haxe 1.hx timeout 0.0ms 0.0MB 0ms 0ms haxe/hl/c 4.2.5
haxe 1.hx timeout 0.0ms 0.0MB 0ms 0ms haxe/hl/jit 1.12.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 1031ms 0.3ms 0.9MB 1017ms 0ms nim 1.6.8
nim 1.nim 1032ms 0.5ms 1.0MB 1017ms 0ms nim/clang 1.6.8
haxe 1.hx 2331ms 1.1ms 6.6MB 2320ms 0ms haxe/cpp 4.2.5
haxe 1.hx 2336ms 1.3ms 3.2MB 2320ms 0ms haxe/hl/c 4.2.5
haxe 1.hx timeout 0.0ms 0.0MB 0ms 0ms haxe/hl/jit 1.12.0

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 260ms 0.7ms 1.0MB 247ms 0ms nim 1.6.8
nim 1.nim 260ms 0.3ms 1.0MB 250ms 0ms nim/clang 1.6.8
haxe 1.hx 586ms 0.3ms 5.2MB 573ms 0ms haxe/cpp 4.2.5
haxe 1.hx 587ms 0.5ms 2.9MB 577ms 0ms haxe/hl/c 4.2.5
haxe 1.hx 3418ms 0.7ms 3.8MB 3410ms 0ms haxe/hl/jit 1.12.0