Programming Language and compiler
Benchmarks

Chapel VS Haxe benchmarks

Current benchmark data was generated on Tue Mar 25 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
haxe 1.hx 1335ms 6.0ms 144.0MB 1527ms 77ms haxe/cpp 4.3.6
chapel 3.chpl 2069ms 6.5ms 60.3MB 2057ms 0ms chpl 1.31.0
chapel 4.chpl 2076ms 200ms 62.2MB 2063ms 3ms chpl 1.31.0
haxe 2.hx 4499ms 74ms 495.1MB 5100ms 253ms haxe/cpp 4.3.6
haxe 1.hx timeout 0.0ms 48.6MB 5677ms 400ms haxe/hl/c 4.3.6
haxe 2.hx timeout 0.0ms 83.0MB 5143ms 663ms haxe/hl/c 4.3.6
haxe 1.hx timeout 0.0ms 50.6MB 7870ms 427ms haxe/hl/jit 1.15.0
haxe 2.hx timeout 0.0ms 131.0MB 7410ms 773ms haxe/hl/jit 1.15.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
haxe 1.hx 91ms 0.6ms 25.6MB 83ms 10ms haxe/cpp 4.3.6
chapel 3.chpl 188ms 1.6ms 32.2MB 180ms 0ms chpl 1.31.0
chapel 4.chpl 196ms 21ms 32.3MB 190ms 0ms chpl 1.31.0
haxe 2.hx 404ms 2.0ms 58.3MB 440ms 30ms haxe/cpp 4.3.6
haxe 1.hx 645ms 1.8ms 8.8MB 620ms 40ms haxe/hl/c 4.3.6
haxe 1.hx 682ms 5.5ms 11.2MB 740ms 63ms haxe/hl/jit 1.15.0
haxe 2.hx 935ms 9.3ms 13.6MB 807ms 173ms haxe/hl/c 4.3.6
haxe 2.hx 1121ms 11ms 25.0MB 1130ms 173ms haxe/hl/jit 1.15.0

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1-m.chpl 2266ms 93ms 525.8MB 4393ms 80ms chpl 1.31.0

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1-m.chpl 198ms 4.8ms 494.6MB 317ms 50ms chpl 1.31.0

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1.chpl 73ms 2.7ms 32.5MB 70ms 0ms chpl 1.31.0

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1.chpl 34ms 1.3ms 30.5MB 30ms 0ms chpl 1.31.0

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 5-m.chpl 106ms 1.8ms 28.3MB 190ms 0ms chpl 1.31.0
haxe 1.hx 2412ms 14ms 25.5MB 2307ms 240ms haxe/cpp 4.3.6
haxe 1.hx timeout 0.0ms 3.2MB 4323ms 897ms haxe/hl/c 4.3.6
haxe 1.hx timeout 0.0ms 3.6MB 4360ms 887ms haxe/hl/jit 1.15.0

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 5.chpl 21ms 1.3ms 28.4MB 20ms 0ms chpl 1.31.0
haxe 1.hx 259ms 1.1ms 25.6MB 227ms 33ms haxe/cpp 4.3.6
haxe 1.hx 672ms 0.9ms 3.3MB 560ms 130ms haxe/hl/c 4.3.6
haxe 1.hx 681ms 2.0ms 3.9MB 603ms 100ms haxe/hl/jit 1.15.0

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
haxe 1.hx 2.0ms 0.3ms 2.9MB 0ms 0ms haxe/hl/c 4.3.6
haxe 1.hx 2.5ms 0.2ms 4.5MB 0ms 0ms haxe/cpp 4.3.6
haxe 1.hx 3.6ms 0.3ms 2.9MB 0ms 0ms haxe/hl/jit 1.15.0
chapel 1.chpl 11ms 0.5ms 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 747ms 1.1ms 87.0MB 1410ms 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 116ms 0.5ms 87.0MB 200ms 3ms chpl 1.31.0

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 2.chpl 326ms 5.3ms 28.9MB 317ms 0ms chpl 1.31.0
haxe 2.hx 854ms 0.2ms 3.0MB 843ms 0ms haxe/hl/c 4.3.6
haxe 1.hx 1074ms 5.4ms 3.0MB 1063ms 0ms haxe/hl/c 4.3.6
haxe 3.hx 1406ms 6.4ms 25.6MB 1630ms 37ms haxe/cpp 4.3.6
haxe 2.hx 2407ms 2.7ms 3.6MB 2397ms 0ms haxe/hl/jit 1.15.0
haxe 1.hx 2472ms 1.5ms 3.6MB 2460ms 0ms haxe/hl/jit 1.15.0
haxe 1.hx timeout 0.0ms 4.4MB 4990ms 0ms haxe/cpp 4.3.6
haxe 2.hx timeout 0.0ms 4.4MB 4990ms 0ms haxe/cpp 4.3.6
haxe 3.hx timeout 0.0ms 3.3MB 3970ms 1537ms haxe/hl/c 4.3.6
haxe 3.hx timeout 0.0ms 3.8MB 4167ms 1297ms haxe/hl/jit 1.15.0

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 2.chpl 45ms 2.3ms 28.8MB 40ms 0ms chpl 1.31.0
haxe 2.hx 90ms 0.8ms 3.0MB 80ms 0ms haxe/hl/c 4.3.6
haxe 1.hx 113ms 3.1ms 3.0MB 103ms 0ms haxe/hl/c 4.3.6
haxe 3.hx 156ms 1.6ms 25.6MB 163ms 10ms haxe/cpp 4.3.6
haxe 2.hx 248ms 0.6ms 3.6MB 240ms 0ms haxe/hl/jit 1.15.0
haxe 1.hx 253ms 1.7ms 3.6MB 240ms 0ms haxe/hl/jit 1.15.0
haxe 2.hx 675ms 4.9ms 4.4MB 667ms 0ms haxe/cpp 4.3.6
haxe 3.hx 678ms 1.9ms 3.1MB 530ms 210ms haxe/hl/c 4.3.6
haxe 3.hx 790ms 3.6ms 4.0MB 663ms 187ms haxe/hl/jit 1.15.0
haxe 1.hx 811ms 2.4ms 4.4MB 800ms 0ms haxe/cpp 4.3.6

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 2.chpl 446ms 2.3ms 28.4MB 440ms 0ms chpl 1.31.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 2.chpl 116ms 1.2ms 30.3MB 110ms 0ms chpl 1.31.0

regex-redux

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 3.chpl 1399ms 7.7ms 222.1MB 1347ms 43ms chpl 1.31.0

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 3.chpl 164ms 2.9ms 49.0MB 150ms 10ms chpl 1.31.0

secp256k1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1.chpl 1181ms 3.6ms 29.2MB 1177ms 0ms chpl 1.31.0

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1.chpl 308ms 2.9ms 29.0MB 303ms 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 1928ms 19ms 28.8MB 3830ms 0ms chpl 1.31.0
chapel 1.chpl 3725ms 17ms 28.8MB 3720ms 0ms chpl 1.31.0
haxe 1.hx 3940ms 1.3ms 3.3MB 3927ms 0ms haxe/hl/c 4.3.6
haxe 1.hx timeout 0.0ms 7.0MB 4990ms 0ms haxe/cpp 4.3.6
haxe 1.hx timeout 0.0ms 3.9MB 4990ms 0ms haxe/hl/jit 1.15.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1-m.chpl 492ms 0.6ms 28.5MB 957ms 0ms chpl 1.31.0
chapel 1.chpl 940ms 1.1ms 28.8MB 933ms 0ms chpl 1.31.0
haxe 1.hx 1002ms 14ms 3.2MB 990ms 0ms haxe/hl/c 4.3.6
haxe 1.hx 2399ms 0.3ms 6.5MB 2390ms 0ms haxe/cpp 4.3.6
haxe 1.hx timeout 0.0ms 3.9MB 4990ms 0ms haxe/hl/jit 1.15.0

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1-m.chpl 135ms 1.0ms 28.9MB 240ms 0ms chpl 1.31.0
chapel 1.chpl 247ms 2.4ms 28.8MB 240ms 0ms chpl 1.31.0
haxe 1.hx 254ms 3.0ms 3.2MB 243ms 0ms haxe/hl/c 4.3.6
haxe 1.hx 603ms 0.6ms 5.3MB 590ms 0ms haxe/cpp 4.3.6
haxe 1.hx 2314ms 14ms 3.8MB 2303ms 0ms haxe/hl/jit 1.15.0