Programming Language and compiler
Benchmarks

Kotlin VS C benchmarks

Current benchmark data was generated on Sat Nov 16 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
kotlin 1.kt 475ms 17ms 579.4MB 547ms 97ms kotlin/jvm 21
kotlin 1-m.kt 3085ms 72ms 252.5MB 5140ms 680ms kotlin/native 1.8.21

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
kotlin 1.kt 102ms 2.5ms 160.0MB 107ms 27ms kotlin/jvm 21
kotlin 1-m.kt 266ms 3.6ms 32.5MB 413ms 67ms kotlin/native 1.8.21

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
kotlin 2-m.kt 1840ms 308ms 239.6MB 6827ms 123ms kotlin/jvm 21
kotlin 1.kt 2169ms 43ms 219.8MB 3023ms 67ms kotlin/jvm 21
kotlin 1.kt timeout 0.0ms 14.7MB 6043ms 460ms kotlin/native 1.8.21
kotlin 2-m.kt timeout 0.0ms 73.0MB 19093ms 107ms kotlin/native 1.8.21

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
kotlin 2-m.kt 395ms 5.2ms 34.8MB 1433ms 40ms kotlin/native 1.8.21
kotlin 1-m.kt 464ms 3.6ms 73.7MB 1043ms 47ms kotlin/jvm 21
kotlin 1.kt 674ms 5.0ms 10.9MB 807ms 53ms kotlin/native 1.8.21
kotlin 2-m.kt 883ms 143ms 98.4MB 3080ms 77ms kotlin/jvm 21

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
c 1.c 1.1ms 0.1ms 1.4MB 0ms 0ms zigcc 0.13.0
c 1.c 1.2ms 0.1ms 2.1MB 0ms 0ms gcc 14.2.0
c 1.c 1.4ms 0.3ms 2.1MB 0ms 0ms clang 14.0.0-1ubuntu1.1
kotlin 1.kt 2.3ms 0.2ms 4.7MB 0ms 0ms kotlin/native 1.8.21
kotlin 1.kt 55ms 4.0ms 47.5MB 58ms 14ms kotlin/jvm 21

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
kotlin 2-m.kt 4705ms 97ms 372.4MB 14620ms 2427ms kotlin/jvm 21
kotlin 1.kt timeout 0.0ms 382.6MB 16320ms 2680ms kotlin/jvm 21

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
kotlin 1-m.kt 2187ms 374ms 258.9MB 6430ms 637ms kotlin/jvm 21
kotlin 2-m.kt 2195ms 62ms 249.1MB 5710ms 610ms kotlin/jvm 21

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
kotlin 1-m.kt 893ms 18ms 206.2MB 2427ms 80ms kotlin/jvm 21

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
kotlin 1-m.kt 2296ms 21ms 773.1MB 4957ms 173ms kotlin/jvm 21

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
kotlin 1-m.kt 179ms 2.4ms 96.4MB 293ms 27ms kotlin/jvm 21
kotlin 2-m.kt 193ms 1.1ms 103.4MB 407ms 40ms kotlin/jvm 21
kotlin 2.kt 304ms 3.0ms 7.9MB 427ms 13ms kotlin/native 1.8.21
kotlin 1.kt 515ms 18ms 7.8MB 623ms 3ms kotlin/native 1.8.21

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
kotlin 2-m.kt 304ms 11ms 212.8MB 533ms 40ms kotlin/jvm 21
kotlin 1.kt 325ms 2.9ms 202.8MB 440ms 27ms kotlin/jvm 21
kotlin 2.kt 898ms 0.8ms 7.8MB 1297ms 43ms kotlin/native 1.8.21
kotlin 1.kt 1591ms 14ms 7.9MB 1973ms 20ms kotlin/native 1.8.21

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
kotlin 1-m.kt 140ms 3.1ms 90.2MB 267ms 27ms kotlin/jvm 21
kotlin 2.kt 142ms 3.9ms 5.7MB 200ms 0ms kotlin/native 1.8.21
kotlin 2-m.kt 154ms 12ms 98.0MB 293ms 37ms kotlin/jvm 21
kotlin 1.kt 170ms 6.0ms 5.7MB 210ms 3ms kotlin/native 1.8.21

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
kotlin 1.kt 350ms 2.1ms 679.4MB 383ms 77ms kotlin/jvm 21
kotlin 1-m.kt 1501ms 11ms 136.5MB 2307ms 327ms kotlin/native 1.8.21

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
kotlin 1.kt 127ms 2.6ms 206.6MB 150ms 40ms kotlin/jvm 21
kotlin 1-m.kt 314ms 24ms 40.5MB 453ms 73ms kotlin/native 1.8.21

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
c 8-i.c 247ms 0.9ms 1.5MB 233ms 0ms zigcc 0.13.0
c 5.c 299ms 0.1ms 1.5MB 290ms 0ms zigcc 0.13.0
c 8-i.c 302ms 2.2ms 2.1MB 290ms 0ms clang 14.0.0-1ubuntu1.1
c 2.c 308ms 0.9ms 2.3MB 300ms 0ms gcc 14.2.0
c 5.c 311ms 0.1ms 2.3MB 300ms 0ms gcc 14.2.0
c 5.c 315ms 1.9ms 2.3MB 303ms 0ms clang 14.0.0-1ubuntu1.1
c 2.c 316ms 8.2ms 1.5MB 307ms 0ms zigcc 0.13.0
c 2.c 318ms 2.4ms 2.1MB 307ms 0ms clang 14.0.0-1ubuntu1.1
c 8-i.c 332ms 0.7ms 2.3MB 320ms 0ms gcc 14.2.0
kotlin 1n.kt 407ms 3.5ms 4.6MB 397ms 0ms kotlin/native 1.8.21
kotlin 1.kt 443ms 2.0ms 49.1MB 483ms 17ms kotlin/jvm 21

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
c 8-i.c 27ms 0.4ms 1.5MB 20ms 0ms zigcc 0.13.0
c 5.c 32ms 0.2ms 1.5MB 20ms 0ms zigcc 0.13.0
c 8-i.c 33ms 0.3ms 2.1MB 20ms 0ms clang 14.0.0-1ubuntu1.1
c 5.c 34ms 0.4ms 2.3MB 27ms 0ms gcc 14.2.0
c 2.c 34ms 0.1ms 2.3MB 27ms 0ms gcc 14.2.0
c 2.c 34ms 0.8ms 1.5MB 23ms 0ms zigcc 0.13.0
c 5.c 35ms 0.5ms 2.1MB 30ms 0ms clang 14.0.0-1ubuntu1.1
c 2.c 35ms 0.2ms 2.1MB 23ms 0ms clang 14.0.0-1ubuntu1.1
c 8-i.c 36ms 0.1ms 2.3MB 30ms 0ms gcc 14.2.0
kotlin 1n.kt 45ms 1.6ms 4.6MB 33ms 0ms kotlin/native 1.8.21
kotlin 1.kt 118ms 1.0ms 49.6MB 160ms 17ms kotlin/jvm 21

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
kotlin 1.kt 3780ms 66ms 353.7MB 4587ms 93ms kotlin/jvm 21
kotlin 1n.kt timeout 0.0ms 7.6MB 6390ms 297ms kotlin/native 1.8.21
kotlin 2n.kt timeout 0.0ms 8.2MB 4990ms 167ms kotlin/native 1.8.21

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
kotlin 1-m.kt 992ms 31ms 352.8MB 1700ms 87ms kotlin/jvm 21
kotlin 1n.kt timeout 0.0ms 7.3MB 6427ms 263ms kotlin/native 1.8.21
kotlin 2n.kt timeout 0.0ms 8.2MB 5007ms 150ms kotlin/native 1.8.21

regex-redux

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
kotlin 1.kt timeout 0.0ms 171.4MB 5383ms 43ms kotlin/jvm 21
kotlin 1n.kt timeout 0.0ms 279.0MB 5193ms 690ms kotlin/native 1.8.21

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
kotlin 1-m.kt 816ms 17ms 133.5MB 1237ms 33ms kotlin/jvm 21
kotlin 1n.kt 3103ms 11ms 67.1MB 3820ms 7ms kotlin/native 1.8.21

secp256k1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
kotlin 1.kt 3097ms 63ms 230.9MB 3970ms 60ms kotlin/jvm 21

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
kotlin 1-m.kt 971ms 46ms 231.8MB 1847ms 70ms kotlin/jvm 21