Programming Language and compiler
Benchmarks

Odin VS Python benchmarks

Current benchmark data was generated on Thu Jul 13 2023, full log can be found HERE

CONTRIBUTIONS are WELCOME!

[x86_64][2 cores] Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz (Model 106)

* -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
python 1.py 1431ms 7.2ms 271.9MB 1300ms 110ms pypy 3.10.12
odin 1.odin 4093ms 50ms 49.5MB 4060ms 13ms odin 2023
python 1.py timeout 0.0ms 40.9MB 4970ms 10ms cpython 3.11.4
python 1.py timeout 0.0ms 40.3MB 4903ms 80ms pyston 3.8.12

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 119ms 16ms 80.1MB 83ms 13ms pypy 3.10.12
odin 1.odin 375ms 6.6ms 7.5MB 363ms 0ms odin 2023
python 1.py 610ms 3.8ms 12.0MB 587ms 7ms pyston 3.8.12
python 1.py 994ms 18ms 12.5MB 973ms 3ms cpython 3.11.4

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
odin 1.odin 2.0ms 0.7ms 1.2MB 0ms 0ms odin 2023
python 1.py 13ms 0.6ms 7.3MB 10ms 0ms pyston 3.8.12
python 1.py 14ms 1.4ms 8.5MB 10ms 0ms cpython 3.11.4
python 1.py 30ms 0.7ms 52.1MB 12ms 2ms pypy 3.10.12

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
odin 1-m.odin 859ms 2.6ms 46.1MB 1507ms 33ms odin 2023
python 3-m.py 3506ms 21ms 213.7MB 6197ms 340ms pypy 3.10.12
python 3-m.py 4859ms 118ms 34.3MB 9207ms 73ms pyston 3.8.12
python 3.py timeout 0.0ms 35.2MB 90ms 13ms cpython 3.11.4

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
odin 1.odin 173ms 3.2ms 32.1MB 223ms 27ms odin 2023
python 3-m.py 513ms 7.5ms 94.1MB 743ms 107ms pypy 3.10.12
python 3-m.py 562ms 2.8ms 17.9MB 987ms 30ms pyston 3.8.12
python 3-m.py 793ms 2.1ms 16.9MB 1430ms 30ms cpython 3.11.4

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 2.py 196ms 0.4ms 77.2MB 170ms 10ms pypy 3.10.12
python 1.py 234ms 0.3ms 78.0MB 217ms 3ms pypy 3.10.12
odin 1.odin 297ms 45ms 1.2MB 287ms 0ms odin 2023
python 1.py 981ms 0.5ms 9.0MB 967ms 0ms pyston 3.8.12
python 2.py 1165ms 1.0ms 8.7MB 1147ms 3ms pyston 3.8.12
python 1.py 1337ms 3.7ms 9.3MB 1323ms 0ms cpython 3.11.4
python 2.py 1548ms 20ms 9.1MB 1533ms 0ms cpython 3.11.4

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 2.py 459ms 4.4ms 77.7MB 433ms 10ms pypy 3.10.12
python 1.py 507ms 11ms 78.6MB 477ms 10ms pypy 3.10.12
odin 1.odin 898ms 139ms 1.3MB 890ms 0ms odin 2023
python 1.py 2937ms 37ms 8.9MB 2920ms 0ms pyston 3.8.12
python 2.py 3476ms 17ms 8.7MB 3467ms 0ms pyston 3.8.12
python 1.py 3949ms 14ms 9.4MB 3937ms 0ms cpython 3.11.4
python 2.py 4639ms 19ms 9.1MB 4620ms 3ms cpython 3.11.4

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
odin 1.odin 118ms 3.7ms 1.3MB 103ms 0ms odin 2023
python 2.py 138ms 1.8ms 77.3MB 113ms 10ms pypy 3.10.12
python 1.py 156ms 2.2ms 78.1MB 127ms 13ms pypy 3.10.12
python 1.py 475ms 2.7ms 8.8MB 460ms 0ms pyston 3.8.12
python 2.py 542ms 1.7ms 8.2MB 530ms 0ms pyston 3.8.12
python 1.py 632ms 4.6ms 8.7MB 613ms 0ms cpython 3.11.4
python 2.py 773ms 8.4ms 8.4MB 757ms 3ms cpython 3.11.4

mandelbrot

Input: 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
odin 1.odin 1584ms 1.4ms 4.5MB 1570ms 0ms odin 2023

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
odin 1.odin 68ms 0.3ms 1.2MB 60ms 0ms odin 2023

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
odin 1-i.odin 508ms 0.6ms 1.3MB 500ms 0ms odin 2023
python 2.py 1880ms 4.6ms 77.3MB 1853ms 10ms pypy 3.10.12
odin 1.odin 2903ms 22ms 1.2MB 2890ms 0ms odin 2023
python 1.py 3370ms 20ms 76.1MB 3337ms 13ms pypy 3.10.12
python 1.py timeout 0.0ms 8.4MB 4983ms 0ms cpython 3.11.4
python 2.py timeout 0.0ms 8.6MB 4983ms 0ms cpython 3.11.4
python 1.py timeout 0.0ms 8.3MB 4980ms 3ms pyston 3.8.12
python 2.py timeout 0.0ms 7.9MB 4980ms 0ms pyston 3.8.12

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
odin 1-i.odin 54ms 0.4ms 1.2MB 43ms 0ms odin 2023
python 2.py 242ms 1.9ms 77.0MB 217ms 10ms pypy 3.10.12
odin 1.odin 296ms 10ms 1.2MB 287ms 0ms odin 2023
python 1.py 381ms 1.2ms 76.4MB 360ms 7ms pypy 3.10.12
python 1.py 1202ms 7.3ms 8.4MB 1190ms 0ms pyston 3.8.12
python 2.py 1603ms 2.5ms 7.9MB 1590ms 0ms pyston 3.8.12
python 1.py 3302ms 19ms 8.4MB 3287ms 0ms cpython 3.11.4
python 2.py 3358ms 33ms 8.6MB 3343ms 0ms cpython 3.11.4

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
odin 1.odin 587ms 13ms 40.6MB 570ms 3ms odin 2023
odin 2.odin 1175ms 2.5ms 6.4MB 1167ms 0ms odin 2023
python 1.py 3962ms 23ms 388.8MB 3823ms 117ms pypy 3.10.12
python 2.py 4945ms 31ms 633.0MB 4633ms 293ms pyston 3.8.12
python 1.py timeout 0.0ms 321.1MB 4937ms 50ms cpython 3.11.4
python 2.py timeout 0.0ms 633.6MB 4703ms 277ms cpython 3.11.4
python 2.py timeout 0.0ms 1013.9MB 4687ms 287ms pypy 3.10.12
python 1.py timeout 0.0ms 320.5MB 4910ms 73ms pyston 3.8.12

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
odin 1.odin 122ms 0.7ms 11.3MB 110ms 0ms odin 2023
odin 2.odin 290ms 0.5ms 2.5MB 280ms 0ms odin 2023
python 1.py 883ms 15ms 213.0MB 840ms 30ms pypy 3.10.12
python 2.py 1136ms 6.5ms 164.4MB 1070ms 50ms pyston 3.8.12
python 2.py 1412ms 11ms 266.7MB 1277ms 117ms pypy 3.10.12
python 1.py 1677ms 20ms 86.1MB 1640ms 23ms pyston 3.8.12
python 2.py 1697ms 29ms 164.8MB 1647ms 37ms cpython 3.11.4
python 1.py 2679ms 11ms 86.8MB 2640ms 20ms cpython 3.11.4

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
odin 1.odin 4493ms 2.9ms 2.8MB 4480ms 0ms odin 2023
python 8.py timeout 0.0ms 16.6MB 53ms 10ms cpython 3.11.4
python 8.py timeout 0.0ms 106.2MB 663ms 87ms pypy 3.10.12
python 8.py timeout 0.0ms 18.0MB 80ms 13ms pyston 3.8.12

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
odin 1.odin 1126ms 0.3ms 2.1MB 1110ms 0ms odin 2023
python 8.py timeout 0.0ms 14.4MB 127ms 13ms cpython 3.11.4
python 8.py timeout 0.0ms 111.5MB 1110ms 217ms pypy 3.10.12
python 8.py timeout 0.0ms 15.6MB 140ms 30ms pyston 3.8.12

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
odin 1.odin 284ms 0.1ms 1.9MB 270ms 0ms odin 2023
python 8-m.py 3124ms 25ms 105.3MB 5340ms 337ms pypy 3.10.12
python 8.py timeout 0.0ms 16.2MB 263ms 17ms cpython 3.11.4
python 8.py timeout 0.0ms 16.7MB 320ms 57ms pyston 3.8.12