Programming Language and compiler
Benchmarks

Nim VS OCaml benchmarks

Current benchmark data was generated on Thu Jul 13 2023, 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
nim 2.nim 1955ms 2.8ms 34.1MB 1930ms 10ms nim 1.6.14
nim 2.nim 2105ms 6.7ms 35.0MB 2087ms 7ms nim/clang 1.6.14
ocaml 1.ml 4948ms 10ms 153.4MB 4887ms 43ms ocaml 5.0.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 186ms 1.2ms 5.6MB 177ms 0ms nim 1.6.14
nim 2.nim 194ms 3.4ms 5.7MB 183ms 0ms nim/clang 1.6.14
ocaml 1.ml 341ms 3.5ms 22.9MB 323ms 3ms ocaml 5.0.0

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 423.4MB 3330ms 1317ms nim 1.6.14
nim 1.nim timeout 0.0ms 424.2MB 3350ms 1300ms nim/clang 1.6.14

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim timeout 0.0ms 421.6MB 3370ms 1283ms nim 1.6.14
nim 1.nim timeout 0.0ms 423.3MB 3447ms 1203ms nim/clang 1.6.14

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim timeout 0.0ms 3.0MB 4990ms 0ms nim 1.6.14
nim 1.nim timeout 0.0ms 3.0MB 4983ms 0ms nim/clang 1.6.14

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim timeout 0.0ms 2.3MB 4990ms 0ms nim 1.6.14
nim 1.nim timeout 0.0ms 2.2MB 4983ms 0ms nim/clang 1.6.14

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 259ms 0.7ms 1.0MB 250ms 0ms nim 1.6.14
nim 2.nim 346ms 1.7ms 1.3MB 330ms 0ms nim/clang 1.6.14
ocaml 6.ml 425ms 0.3ms 22.7MB 407ms 3ms ocaml 5.0.0
nim 1.nim 785ms 2.8ms 1.0MB 687ms 83ms nim 1.6.14
nim 1.nim 799ms 1.3ms 1.2MB 690ms 90ms nim/clang 1.6.14

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 28ms 0.5ms 1.0MB 20ms 0ms nim 1.6.14
nim 2.nim 36ms 0.3ms 1.3MB 30ms 0ms nim/clang 1.6.14
ocaml 6.ml 47ms 2.4ms 4.9MB 37ms 0ms ocaml 5.0.0
nim 1.nim 81ms 0.5ms 1.0MB 60ms 7ms nim 1.6.14
nim 1.nim 83ms 0.8ms 1.2MB 70ms 0ms nim/clang 1.6.14

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 1.2ms 0.1ms 1.0MB 0ms 0ms nim 1.6.14
ocaml 1.ml 2.7ms 0.6ms 3.1MB 0ms 0ms ocaml 5.0.0
nim 1.nim 2.9ms 2.0ms 1.2MB 0ms 0ms nim/clang 1.6.14

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 718ms 6.0ms 94.6MB 340ms 347ms nim/clang 1.6.14
nim 1.nim 722ms 2.7ms 94.2MB 313ms 377ms nim 1.6.14

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 121ms 1.3ms 18.3MB 50ms 53ms nim/clang 1.6.14
nim 1.nim 124ms 2.1ms 18.0MB 57ms 53ms nim 1.6.14

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 145ms 0.9ms 1.2MB 137ms 0ms nim/clang 1.6.14
nim 2.nim 152ms 0.8ms 1.1MB 140ms 0ms nim 1.6.14
ocaml 1.ml 264ms 2.8ms 6.7MB 250ms 0ms ocaml 5.0.0
nim 1.nim timeout 0.0ms 1.1MB 4990ms 0ms nim 1.6.14
nim 1.nim timeout 0.0ms 1.2MB 4983ms 0ms nim/clang 1.6.14

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 428ms 0.6ms 1.3MB 417ms 0ms nim/clang 1.6.14
nim 2.nim 450ms 0.8ms 1.1MB 440ms 0ms nim 1.6.14
ocaml 1.ml 781ms 8.1ms 6.7MB 767ms 0ms ocaml 5.0.0
nim 1.nim timeout 0.0ms 1.0MB 4987ms 0ms nim 1.6.14
nim 1.nim timeout 0.0ms 1.3MB 4987ms 0ms nim/clang 1.6.14

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 63ms 0.5ms 1.2MB 50ms 0ms nim/clang 1.6.14
nim 2.nim 65ms 1.7ms 1.0MB 57ms 0ms nim 1.6.14
ocaml 1.ml 118ms 1.6ms 6.0MB 110ms 0ms ocaml 5.0.0
nim 1.nim 389ms 5.3ms 1.2MB 373ms 0ms nim/clang 1.6.14
nim 1.nim 444ms 3.1ms 1.0MB 430ms 0ms nim 1.6.14

mandelbrot

Input: 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 656ms 0.7ms 4.8MB 647ms 0ms nim/clang 1.6.14
nim 1.nim 983ms 0.4ms 4.3MB 970ms 0ms nim 1.6.14

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 30ms 0.7ms 1.2MB 20ms 0ms nim/clang 1.6.14
nim 1.nim 43ms 0.7ms 1.1MB 30ms 0ms nim 1.6.14

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 992ms 2.9ms 34.7MB 977ms 0ms nim 1.6.14
nim 1.nim 1065ms 6.2ms 34.5MB 1047ms 3ms nim/clang 1.6.14
ocaml 1.ml 1524ms 6.3ms 69.4MB 1483ms 23ms ocaml 5.0.0
ocaml 2.ml 3227ms 33ms 74.1MB 3187ms 23ms ocaml 5.0.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 211ms 1.7ms 9.3MB 197ms 0ms nim 1.6.14
ocaml 1.ml 229ms 7.2ms 25.6MB 213ms 3ms ocaml 5.0.0
nim 1.nim 229ms 2.5ms 9.5MB 217ms 0ms nim/clang 1.6.14
ocaml 2.ml 576ms 3.7ms 30.2MB 557ms 3ms ocaml 5.0.0

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 382ms 0.6ms 1.3MB 370ms 0ms nim 1.6.14
nim 2.nim 411ms 0.8ms 1.3MB 400ms 0ms nim/clang 1.6.14
ocaml 1.ml 470ms 0.5ms 2.9MB 460ms 0ms ocaml 5.0.0

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 41ms 0.3ms 1.3MB 30ms 0ms nim 1.6.14
nim 2.nim 43ms 0.0ms 1.2MB 30ms 0ms nim/clang 1.6.14
ocaml 1.ml 50ms 0.6ms 2.9MB 40ms 0ms ocaml 5.0.0

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 568ms 14ms 40.3MB 550ms 0ms nim 1.6.14
nim 2.nim 608ms 6.1ms 6.5MB 597ms 0ms nim/clang 1.6.14
nim 2.nim 633ms 1.1ms 6.1MB 617ms 0ms nim 1.6.14
nim 1.nim 758ms 55ms 41.3MB 743ms 0ms nim/clang 1.6.14
ocaml 1.ml 1999ms 32ms 550.5MB 1893ms 87ms ocaml 5.0.0
ocaml 2.ml 2424ms 16ms 19.0MB 2410ms 0ms ocaml 5.0.0

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 129ms 0.5ms 11.0MB 120ms 0ms nim 1.6.14
nim 1.nim 136ms 0.4ms 11.3MB 123ms 0ms nim/clang 1.6.14
nim 2.nim 142ms 1.0ms 3.3MB 130ms 0ms nim/clang 1.6.14
nim 2.nim 148ms 0.7ms 3.0MB 140ms 0ms nim 1.6.14
ocaml 1.ml 339ms 11ms 140.3MB 307ms 17ms ocaml 5.0.0
ocaml 2.ml 609ms 28ms 9.1MB 590ms 0ms ocaml 5.0.0

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim timeout 0.0ms 5.9MB 4990ms 0ms nim 1.6.14
nim 1.nim timeout 0.0ms 6.0MB 4990ms 0ms nim/clang 1.6.14

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim timeout 0.0ms 5.8MB 4990ms 0ms nim 1.6.14
nim 1.nim timeout 0.0ms 6.1MB 4983ms 0ms nim/clang 1.6.14

regex-redux

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 2492ms 6.4ms 168.0MB 2437ms 37ms nim/clang 1.6.14
nim 1.nim 2557ms 7.1ms 167.1MB 2500ms 37ms nim 1.6.14
ocaml 2.ml timeout 0.0ms 181.9MB 4927ms 47ms ocaml 5.0.0

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 255ms 0.2ms 17.2MB 240ms 0ms nim/clang 1.6.14
nim 1.nim 264ms 1.1ms 16.8MB 250ms 0ms nim 1.6.14
ocaml 2.ml 705ms 2.8ms 52.5MB 683ms 10ms ocaml 5.0.0

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 4117ms 0.5ms 1.2MB 4103ms 0ms nim/clang 1.6.14
nim 1.nim 4119ms 0.2ms 1.3MB 4110ms 0ms nim 1.6.14
ocaml 2.ml timeout 0.0ms 4.1MB 4987ms 0ms ocaml 5.0.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 1031ms 0.5ms 1.3MB 1020ms 0ms nim/clang 1.6.14
nim 1.nim 1034ms 3.4ms 1.3MB 1020ms 0ms nim 1.6.14
ocaml 2.ml 1639ms 5.6ms 3.7MB 1623ms 0ms ocaml 5.0.0

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 261ms 0.8ms 1.3MB 250ms 0ms nim/clang 1.6.14
nim 1.nim 261ms 1.1ms 1.3MB 250ms 0ms nim 1.6.14
ocaml 2.ml 412ms 0.4ms 3.3MB 400ms 0ms ocaml 5.0.0