Programming Language and compiler
Benchmarks

Haxe VS Nim benchmarks

Current benchmark data was generated on Sun Dec 01 2024, 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
nim 2.nim 793ms 24ms 34.9MB 777ms 3ms nim 2.2.0
nim 2.nim 986ms 7.4ms 34.2MB 967ms 7ms nim/clang 2.2.0
haxe 1.hx 1329ms 25ms 145.7MB 1547ms 63ms haxe/cpp 4.3.6
haxe 2.hx 4475ms 79ms 497.1MB 5153ms 213ms haxe/cpp 4.3.6
haxe 1.hx timeout 0.0ms 50.6MB 5560ms 417ms haxe/hl/c 4.3.6
haxe 2.hx timeout 0.0ms 85.0MB 5067ms 693ms haxe/hl/c 4.3.6
haxe 1.hx timeout 0.0ms 52.4MB 7860ms 440ms haxe/hl/jit 1.14.0
haxe 2.hx timeout 0.0ms 132.9MB 7410ms 773ms haxe/hl/jit 1.14.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 72ms 1.1ms 5.5MB 60ms 0ms nim 2.2.0
haxe 1.hx 93ms 1.2ms 27.6MB 90ms 7ms haxe/cpp 4.3.6
nim 2.nim 94ms 2.8ms 5.8MB 80ms 0ms nim/clang 2.2.0
haxe 2.hx 405ms 19ms 60.3MB 440ms 27ms haxe/cpp 4.3.6
haxe 1.hx 637ms 9.9ms 10.7MB 600ms 57ms haxe/hl/c 4.3.6
haxe 1.hx 673ms 7.3ms 13.4MB 730ms 57ms haxe/hl/jit 1.14.0
haxe 2.hx 925ms 7.0ms 15.5MB 787ms 183ms haxe/hl/c 4.3.6
haxe 2.hx 1253ms 56ms 27.2MB 1317ms 183ms haxe/hl/jit 1.14.0

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 188ms 0.7ms 1.5MB 177ms 0ms nim 2.2.0
nim 2.nim 239ms 2.9ms 1.8MB 227ms 0ms nim/clang 2.2.0
nim 1.nim 569ms 1.0ms 1.8MB 433ms 123ms nim/clang 2.2.0
nim 1.nim 596ms 1.0ms 1.5MB 467ms 113ms nim 2.2.0
haxe 1.hx 2465ms 27ms 27.4MB 2353ms 250ms haxe/cpp 4.3.6
haxe 1.hx timeout 0.0ms 5.4MB 4233ms 970ms haxe/hl/c 4.3.6
haxe 1.hx timeout 0.0ms 5.7MB 4290ms 933ms haxe/hl/jit 1.14.0

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 21ms 0.6ms 1.5MB 10ms 0ms nim 2.2.0
nim 2.nim 26ms 0.4ms 1.6MB 17ms 0ms nim/clang 2.2.0
nim 1.nim 60ms 1.1ms 1.8MB 40ms 7ms nim/clang 2.2.0
nim 1.nim 63ms 1.0ms 1.5MB 43ms 7ms nim 2.2.0
haxe 1.hx 261ms 3.2ms 27.6MB 223ms 37ms haxe/cpp 4.3.6
haxe 1.hx 652ms 1.7ms 5.4MB 547ms 120ms haxe/hl/c 4.3.6
haxe 1.hx 693ms 3.7ms 5.7MB 593ms 120ms haxe/hl/jit 1.14.0

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 1.2ms 0.0ms 1.8MB 0ms 0ms nim/clang 2.2.0
nim 1.nim 1.2ms 0.2ms 1.6MB 0ms 0ms nim 2.2.0
haxe 1.hx 2.2ms 0.3ms 4.7MB 0ms 0ms haxe/hl/c 4.3.6
haxe 1.hx 2.3ms 0.2ms 4.4MB 0ms 0ms haxe/cpp 4.3.6
haxe 1.hx 4.1ms 0.3ms 4.7MB 0ms 0ms haxe/hl/jit 1.14.0

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 110ms 2.7ms 1.6MB 100ms 0ms nim/clang 2.2.0
nim 2.nim 116ms 2.9ms 1.3MB 107ms 0ms nim 2.2.0
haxe 1.hx 135ms 3.7ms 20.4MB 123ms 3ms haxe/cpp 4.3.6
haxe 1.hx 136ms 1.5ms 5.0MB 130ms 0ms haxe/hl/c 4.3.6
haxe 1.hx 159ms 3.9ms 5.8MB 143ms 3ms haxe/hl/jit 1.14.0
nim 1.nim timeout 0.0ms 1.3MB 4987ms 0ms nim 2.2.0
nim 1.nim timeout 0.0ms 1.5MB 4990ms 0ms nim/clang 2.2.0

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 322ms 3.0ms 1.9MB 313ms 0ms nim/clang 2.2.0
nim 2.nim 335ms 1.0ms 1.3MB 323ms 0ms nim 2.2.0
haxe 1.hx 378ms 2.7ms 25.5MB 360ms 7ms haxe/cpp 4.3.6
haxe 1.hx 396ms 2.4ms 5.1MB 383ms 0ms haxe/hl/c 4.3.6
haxe 1.hx 458ms 2.3ms 5.8MB 447ms 3ms haxe/hl/jit 1.14.0
nim 1.nim timeout 0.0ms 1.3MB 4987ms 0ms nim 2.2.0
nim 1.nim timeout 0.0ms 1.5MB 4990ms 0ms nim/clang 2.2.0

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 49ms 1.7ms 1.5MB 40ms 0ms nim/clang 2.2.0
nim 2.nim 51ms 0.5ms 1.3MB 40ms 0ms nim 2.2.0
haxe 1.hx 62ms 0.1ms 12.4MB 50ms 0ms haxe/cpp 4.3.6
haxe 1.hx 67ms 0.4ms 5.0MB 60ms 0ms haxe/hl/c 4.3.6
haxe 1.hx 79ms 0.1ms 5.7MB 67ms 0ms haxe/hl/jit 1.14.0
nim 1.nim 489ms 3.0ms 1.5MB 480ms 0ms nim/clang 2.2.0
nim 1.nim 490ms 1.1ms 1.3MB 480ms 0ms nim 2.2.0

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 556ms 11ms 34.4MB 540ms 0ms nim 2.2.0
nim 1.nim 619ms 4.0ms 35.2MB 600ms 7ms nim/clang 2.2.0
haxe 1.hx 926ms 34ms 96.9MB 1033ms 43ms haxe/cpp 4.3.6
haxe 1.hx timeout 0.0ms 34.5MB 4910ms 500ms haxe/hl/c 4.3.6
haxe 1.hx timeout 0.0ms 57.0MB 5923ms 507ms haxe/hl/jit 1.14.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 122ms 2.0ms 9.6MB 107ms 0ms nim 2.2.0
nim 1.nim 131ms 4.4ms 9.9MB 120ms 0ms nim/clang 2.2.0
haxe 1.hx 173ms 2.0ms 28.6MB 173ms 7ms haxe/cpp 4.3.6
haxe 1.hx 1302ms 9.8ms 12.7MB 1247ms 133ms haxe/hl/c 4.3.6
haxe 1.hx 1487ms 13ms 22.3MB 1537ms 123ms haxe/hl/jit 1.14.0

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 319ms 1.8ms 1.8MB 310ms 0ms nim 2.2.0
nim 2.nim 339ms 0.8ms 2.0MB 330ms 0ms nim/clang 2.2.0
haxe 2.hx 867ms 20ms 5.1MB 860ms 0ms haxe/hl/c 4.3.6
haxe 1.hx 1053ms 7.5ms 5.0MB 1040ms 0ms haxe/hl/c 4.3.6
haxe 3.hx 1390ms 21ms 25.6MB 1597ms 40ms haxe/cpp 4.3.6
haxe 2.hx 2402ms 3.1ms 5.7MB 2387ms 0ms haxe/hl/jit 1.14.0
haxe 1.hx 2451ms 7.8ms 5.7MB 2433ms 0ms haxe/hl/jit 1.14.0
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 5.2MB 3863ms 1640ms haxe/hl/c 4.3.6
haxe 3.hx timeout 0.0ms 5.9MB 4157ms 1303ms haxe/hl/jit 1.14.0

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 2.nim 34ms 0.6ms 1.8MB 23ms 0ms nim 2.2.0
nim 2.nim 36ms 0.2ms 2.0MB 27ms 0ms nim/clang 2.2.0
haxe 2.hx 89ms 2.0ms 5.0MB 80ms 0ms haxe/hl/c 4.3.6
haxe 1.hx 110ms 3.1ms 5.0MB 100ms 0ms haxe/hl/c 4.3.6
haxe 3.hx 158ms 1.7ms 25.6MB 163ms 7ms haxe/cpp 4.3.6
haxe 2.hx 250ms 2.1ms 5.7MB 240ms 0ms haxe/hl/jit 1.14.0
haxe 1.hx 250ms 1.7ms 5.7MB 237ms 0ms haxe/hl/jit 1.14.0
haxe 3.hx 665ms 0.8ms 5.1MB 527ms 193ms haxe/hl/c 4.3.6
haxe 2.hx 671ms 3.3ms 4.4MB 657ms 0ms haxe/cpp 4.3.6
haxe 3.hx 773ms 2.5ms 5.8MB 633ms 197ms haxe/hl/jit 1.14.0
haxe 1.hx 807ms 5.6ms 4.4MB 797ms 0ms haxe/cpp 4.3.6

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 3574ms 1.3ms 1.6MB 3563ms 0ms nim/clang 2.2.0
nim 1.nim 3593ms 7.6ms 1.4MB 3583ms 0ms nim 2.2.0
haxe 1.hx 3912ms 9.7ms 5.2MB 3900ms 0ms haxe/hl/c 4.3.6
haxe 1.hx timeout 0.0ms 6.9MB 4980ms 3ms haxe/cpp 4.3.6
haxe 1.hx timeout 0.0ms 5.8MB 4983ms 0ms haxe/hl/jit 1.14.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 896ms 0.8ms 1.5MB 887ms 0ms nim/clang 2.2.0
nim 1.nim 904ms 3.3ms 1.3MB 893ms 0ms nim 2.2.0
haxe 1.hx 986ms 2.8ms 5.1MB 973ms 0ms haxe/hl/c 4.3.6
haxe 1.hx 2391ms 1.0ms 6.6MB 2377ms 0ms haxe/cpp 4.3.6
haxe 1.hx timeout 0.0ms 5.8MB 4980ms 7ms haxe/hl/jit 1.14.0

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
nim 1.nim 226ms 0.6ms 1.5MB 213ms 0ms nim/clang 2.2.0
nim 1.nim 228ms 1.3ms 1.3MB 220ms 0ms nim 2.2.0
haxe 1.hx 251ms 2.6ms 5.0MB 243ms 0ms haxe/hl/c 4.3.6
haxe 1.hx 600ms 0.8ms 5.4MB 583ms 0ms haxe/cpp 4.3.6
haxe 1.hx 2304ms 7.8ms 5.7MB 2287ms 0ms haxe/hl/jit 1.14.0