Programming Language and compiler
Benchmarks

Chapel VS V 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
chapel 4.chpl 1953ms 3.7ms 62.3MB 1943ms 0ms chpl 1.31.0
chapel 3.chpl 2034ms 7.2ms 62.3MB 2027ms 0ms chpl 1.31.0
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
chapel 4.chpl 183ms 1.2ms 32.4MB 180ms 0ms chpl 1.31.0
chapel 3.chpl 184ms 0.6ms 32.3MB 180ms 0ms chpl 1.31.0
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
chapel 1-m.chpl 2252ms 44ms 799.1MB 4370ms 97ms chpl 1.31.0
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
chapel 1-m.chpl 220ms 8.1ms 759.6MB 343ms 67ms chpl 1.31.0
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
chapel 1.chpl 71ms 3.0ms 32.5MB 70ms 0ms chpl 1.31.0
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
chapel 1.chpl 33ms 1.6ms 30.5MB 30ms 0ms chpl 1.31.0
v 1.v timeout 0.0ms 4.5MB 4990ms 0ms v/clang+gc 0.4.11

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 5-m.chpl 106ms 1.6ms 28.4MB 190ms 0ms chpl 1.31.0
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

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 5.chpl 21ms 1.9ms 28.4MB 20ms 0ms chpl 1.31.0
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

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
chapel 1.chpl 11ms 0.6ms 28.8MB 0ms 0ms chpl 1.31.0

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 3-m.chpl 758ms 2.5ms 86.9MB 1433ms 10ms chpl 1.31.0

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 3-m.chpl 117ms 1.8ms 87.0MB 203ms 3ms chpl 1.31.0

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
chapel 2.chpl 322ms 1.9ms 28.9MB 317ms 0ms chpl 1.31.0

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
chapel 2.chpl 43ms 0.4ms 28.8MB 40ms 0ms chpl 1.31.0

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 2.chpl 446ms 0.8ms 28.3MB 440ms 0ms chpl 1.31.0
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
chapel 2.chpl 115ms 1.5ms 30.4MB 110ms 0ms chpl 1.31.0
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
chapel 3.chpl 1387ms 2.0ms 246.2MB 1340ms 40ms chpl 1.31.0
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
chapel 3.chpl 162ms 2.3ms 48.9MB 143ms 10ms chpl 1.31.0
v 1.v 3628ms 16ms 26.0MB 3613ms 0ms v/clang+gc 0.4.11

secp256k1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1.chpl 1210ms 43ms 29.0MB 1203ms 0ms chpl 1.31.0

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1.chpl 315ms 12ms 29.1MB 310ms 0ms chpl 1.31.0

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1-m.chpl 1924ms 19ms 28.9MB 3823ms 0ms chpl 1.31.0
chapel 1.chpl 3743ms 29ms 28.8MB 3740ms 0ms chpl 1.31.0
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
chapel 1-m.chpl 492ms 2.1ms 28.9MB 953ms 0ms chpl 1.31.0
chapel 1.chpl 939ms 3.2ms 28.8MB 933ms 0ms chpl 1.31.0
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
chapel 1-m.chpl 138ms 9.9ms 28.9MB 250ms 3ms chpl 1.31.0
chapel 1.chpl 248ms 1.3ms 28.8MB 240ms 0ms chpl 1.31.0
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