Programming Language and compiler
Benchmarks

V VS Crystal 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
v 1.v 825ms 11ms 28.8MB 810ms 3ms v/clang+gc 0.4.11
crystal 1.cr 1241ms 14ms 64.2MB 1213ms 13ms crystal 1.16.3
v 1.v 2174ms 25ms 2086.6MB 1273ms 890ms v/clang 0.4.11

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v 72ms 2.2ms 4.6MB 60ms 0ms v/clang+gc 0.4.11
crystal 1.cr 105ms 3.7ms 11.0MB 93ms 0ms crystal 1.16.3
v 1.v 206ms 2.7ms 197.9MB 117ms 73ms v/clang 0.4.11

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 1511ms 17ms 19.9MB 1450ms 47ms crystal 1.16.3
v 1.v timeout 0.0ms 18.1MB 8350ms 10927ms v/clang 0.4.11
v 1.v timeout 0.0ms 18.8MB 8527ms 10727ms v/clang+gc 0.4.11

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 86ms 1.4ms 7.1MB 63ms 13ms crystal 1.16.3
v 1-m.v 1386ms 26ms 10.4MB 2293ms 2940ms v/clang+gc 0.4.11
v 1-m.v 1440ms 73ms 10.0MB 2367ms 3080ms v/clang 0.4.11

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 59ms 1.2ms 7.6MB 40ms 3ms crystal 1.16.3
v 1.v timeout 0.0ms 8.0MB 4990ms 0ms v/clang+gc 0.4.11

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 23ms 0.9ms 5.3MB 10ms 0ms crystal 1.16.3
v 1.v timeout 0.0ms 4.5MB 4990ms 0ms v/clang+gc 0.4.11

fannkuch-redux

Input: 11

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v 2199ms 24ms 1.9MB 2190ms 0ms v/clang+gc 0.4.11
v 1.v 2258ms 6.9ms 1.1MB 2250ms 0ms v/clang 0.4.11
crystal 1.cr 2476ms 14ms 2.9MB 2467ms 0ms crystal 1.16.3

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v 186ms 0.8ms 1.9MB 180ms 0ms v/clang+gc 0.4.11
v 1.v 192ms 0.9ms 1.1MB 183ms 0ms v/clang 0.4.11
crystal 1.cr 205ms 3.2ms 2.9MB 197ms 0ms crystal 1.16.3

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v 503ms 5.1ms 1.3MB 497ms 0ms v/clang 0.4.11
v 1.v 522ms 1.0ms 2.1MB 510ms 0ms v/clang+gc 0.4.11
crystal 2.cr 534ms 3.4ms 3.6MB 443ms 73ms crystal 1.16.3
crystal 1.cr 676ms 1.2ms 14.6MB 570ms 93ms crystal 1.16.3

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v 54ms 1.8ms 1.3MB 47ms 0ms v/clang 0.4.11
v 1.v 56ms 2.5ms 2.1MB 50ms 0ms v/clang+gc 0.4.11
crystal 2.cr 57ms 1.2ms 3.5MB 40ms 3ms crystal 1.16.3
crystal 1.cr 73ms 2.0ms 4.4MB 57ms 3ms crystal 1.16.3

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v 1.0ms 0.0ms 1.4MB 0ms 0ms v/clang 0.4.11
v 1.v 1.3ms 0.0ms 1.9MB 0ms 0ms v/clang+gc 0.4.11
crystal 1.cr 1.9ms 0.2ms 2.9MB 0ms 0ms crystal 1.16.3

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 0-unsafe.cr 35ms 0.6ms 3.0MB 30ms 0ms crystal 1.16.3
crystal 1.cr 65ms 0.7ms 3.0MB 60ms 0ms crystal 1.16.3
v 1.v 259ms 3.4ms 2.1MB 250ms 0ms v/clang+gc 0.4.11
v 1.v 267ms 5.4ms 1.3MB 257ms 0ms v/clang 0.4.11

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 0-unsafe.cr 101ms 1.8ms 3.0MB 90ms 0ms crystal 1.16.3
crystal 1.cr 186ms 0.4ms 3.0MB 180ms 0ms crystal 1.16.3
v 1.v 770ms 4.1ms 2.1MB 760ms 0ms v/clang+gc 0.4.11
v 1.v 792ms 5.6ms 1.3MB 787ms 0ms v/clang 0.4.11

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 0-unsafe.cr 18ms 0.7ms 3.0MB 10ms 0ms crystal 1.16.3
crystal 1.cr 30ms 1.1ms 3.0MB 20ms 0ms crystal 1.16.3
v 1.v 91ms 2.0ms 1.3MB 83ms 0ms v/clang 0.4.11
v 1.v 100ms 1.6ms 2.1MB 93ms 0ms v/clang+gc 0.4.11

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v 312ms 1.5ms 1.6MB 300ms 0ms v/clang 0.4.11
v 1.v 312ms 1.3ms 2.3MB 300ms 0ms v/clang+gc 0.4.11
crystal 2.cr 343ms 3.1ms 3.3MB 333ms 0ms crystal 1.16.3
crystal 1.cr 347ms 1.5ms 3.3MB 337ms 0ms crystal 1.16.3

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v 33ms 0.0ms 1.6MB 30ms 0ms v/clang 0.4.11
v 1.v 34ms 0.2ms 2.3MB 27ms 0ms v/clang+gc 0.4.11
crystal 1.cr 37ms 0.6ms 3.3MB 30ms 0ms crystal 1.16.3
crystal 2.cr 38ms 0.9ms 3.3MB 30ms 0ms crystal 1.16.3

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v 321ms 15ms 40.3MB 307ms 0ms v/clang 0.4.11
v 1.v 323ms 7.3ms 41.2MB 310ms 0ms v/clang+gc 0.4.11
v 2.v 329ms 1.3ms 6.1MB 320ms 0ms v/clang 0.4.11
v 2.v 331ms 4.8ms 6.9MB 323ms 0ms v/clang+gc 0.4.11
crystal 2.cr 351ms 3.7ms 8.3MB 340ms 0ms crystal 1.16.3
crystal 1.cr 418ms 6.0ms 43.0MB 407ms 0ms crystal 1.16.3

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v 61ms 2.9ms 11.9MB 50ms 0ms v/clang+gc 0.4.11
v 1.v 65ms 0.6ms 11.0MB 57ms 0ms v/clang 0.4.11
v 2.v 82ms 1.5ms 3.1MB 73ms 0ms v/clang+gc 0.4.11
v 2.v 83ms 2.1ms 2.4MB 73ms 0ms v/clang 0.4.11
crystal 2.cr 87ms 1.6ms 4.5MB 80ms 0ms crystal 1.16.3
crystal 1.cr 92ms 2.2ms 13.1MB 80ms 0ms crystal 1.16.3

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 1967ms 53ms 6.3MB 1943ms 13ms crystal 1.16.3
v 2.v 3245ms 96ms 4.0MB 3223ms 10ms v/clang+gc 0.4.11

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 446ms 6.4ms 5.0MB 433ms 0ms crystal 1.16.3
v 2.v 786ms 13ms 3.1MB 773ms 0ms v/clang+gc 0.4.11

regex-redux

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v timeout 0.0ms 83.0MB 4980ms 10ms v/clang+gc 0.4.11

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v 3628ms 16ms 26.0MB 3613ms 0ms v/clang+gc 0.4.11

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 3757ms 13ms 4.5MB 3747ms 0ms crystal 1.16.3
v 1.v timeout 0.0ms 1.6MB 4990ms 0ms v/clang 0.4.11
v 1.v timeout 0.0ms 2.8MB 4990ms 0ms v/clang+gc 0.4.11

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 948ms 9.2ms 4.4MB 937ms 0ms crystal 1.16.3
v 1.v 1289ms 3.0ms 1.5MB 1280ms 0ms v/clang 0.4.11
v 1.v 1327ms 5.5ms 2.5MB 1317ms 0ms v/clang+gc 0.4.11

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 238ms 1.0ms 3.9MB 230ms 0ms crystal 1.16.3
v 1.v 325ms 1.8ms 1.5MB 317ms 0ms v/clang 0.4.11
v 1.v 335ms 1.1ms 2.4MB 327ms 0ms v/clang+gc 0.4.11