Programming Language and compiler
Benchmarks

Results for 38 of 40 languages from this run on actest1.

Unavailable in this run: Hack, Lisp. Follow the run link for failure details.

Wren VS Python benchmarks

Current benchmark data was generated on Sun Sep 27 2026, full log can be found HERE

CONTRIBUTIONS are WELCOME!

[x86_64][4 cores] Intel(R) Core(TM) i7-3687U CPU @ 2.10GHz (Model 58)

* -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 11298ms 16ms 42.2MB 11140ms 137ms cpython 3.12.3
wren 1.wren 18359ms 175ms 122.3MB 18307ms 37ms wren 0.4.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 1013ms 82ms 14.0MB 993ms 3ms cpython 3.12.3
wren 1.wren 1601ms 19ms 122.2MB 1547ms 37ms wren 0.4.0

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
wren 1.wren 604ms 4.3ms 4.7MB 590ms 0ms wren 0.4.0
python 1.py 65184ms 117ms 29.0MB 65137ms 23ms cpython 3.12.3

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
wren 1.wren 45ms 1.6ms 3.2MB 37ms 0ms wren 0.4.0
python 1.py 1188ms 13ms 25.0MB 1167ms 7ms cpython 3.12.3

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
wren 1.wren 3.2ms 1.0ms 2.4MB 0ms 0ms wren 0.4.0
python 1.py 24ms 2.6ms 10.2MB 16ms 0ms cpython 3.12.3

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 39068ms 95ms 10.2MB 39050ms 0ms cpython 3.12.3
python 2.py 41152ms 307ms 11.3MB 41133ms 0ms cpython 3.12.3
wren 1.wren 80930ms 4424ms 135.7MB 80847ms 60ms wren 0.4.0

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 3811ms 20ms 10.2MB 3797ms 0ms cpython 3.12.3
python 2.py 4147ms 89ms 10.2MB 4137ms 0ms cpython 3.12.3
wren 1.wren 7840ms 216ms 135.6MB 7780ms 43ms wren 0.4.0

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 8.py timeout (300s) — — — — cpython 3.12.3
wren 1.wren timeout (300s) — — — — wren 0.4.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 8.py timeout (120s) — — — — cpython 3.12.3
wren 1.wren timeout (120s) — — — — wren 0.4.0

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 8-m.py 34942ms 580ms 20.5MB 135877ms 227ms cpython 3.12.3
wren 1.wren 44500ms 547ms 7.7MB 44483ms 0ms wren 0.4.0