Programming Language and compiler
Benchmarks

Typescript VS Python benchmarks

Current benchmark data was generated on Thu Feb 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
typescript 1-m.ts 1432ms 22ms 190.5MB 2300ms 300ms deno 1.40.2
python 1.py 1568ms 90ms 79.1MB 1510ms 40ms pypy 3.10.13
python 1.py timeout 0.0ms 41.3MB 4977ms 10ms cpython 3.12.1
python 1.py timeout 0.0ms 40.5MB 4763ms 223ms pyston 3.8.12

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 116ms 0.7ms 62.6MB 80ms 20ms pypy 3.10.13
typescript 1.ts 138ms 0.4ms 95.4MB 133ms 37ms deno 1.40.2
python 1.py 478ms 4.3ms 11.9MB 450ms 13ms pyston 3.8.12
python 1.py 732ms 6.5ms 13.1MB 713ms 0ms cpython 3.12.1

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 301ms 0.9ms 20.4MB 277ms 7ms cpython 3.12.1
typescript 1.ts 1435ms 3.7ms 90.9MB 1497ms 53ms deno 1.40.2
python 1.py 3056ms 23ms 116.4MB 2993ms 47ms pypy 3.10.13
python 1.py timeout 0.0ms 17.3MB 4980ms 7ms pyston 3.8.12

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 155ms 2.8ms 71.7MB 133ms 27ms deno 1.40.2
python 1.py 292ms 2.9ms 82.9MB 243ms 30ms pypy 3.10.13
python 1.py 303ms 0.9ms 20.4MB 280ms 7ms cpython 3.12.1
python 1.py 653ms 8.2ms 16.8MB 637ms 0ms pyston 3.8.12

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 1945ms 8.0ms 62.7MB 1917ms 10ms pypy 3.10.13
python 5-m.py 2465ms 14ms 12.4MB 3553ms 1027ms pyston 3.8.12
python 5-m.py 2926ms 14ms 63.1MB 4217ms 773ms pypy 3.10.13
typescript 1.ts 2930ms 24ms 60.1MB 2793ms 147ms deno 1.40.2
python 1.py 3002ms 24ms 8.1MB 2987ms 0ms pyston 3.8.12
python 5-m.py 3316ms 15ms 14.3MB 4393ms 993ms cpython 3.12.1
python 1.py 4481ms 71ms 9.3MB 4473ms 0ms cpython 3.12.1

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 267ms 4.6ms 61.3MB 240ms 7ms pypy 3.10.13
python 5-m.py 314ms 12ms 12.5MB 407ms 147ms pyston 3.8.12
python 1.py 316ms 1.5ms 8.1MB 303ms 3ms pyston 3.8.12
typescript 1.ts 328ms 1.0ms 59.5MB 313ms 27ms deno 1.40.2
python 5-m.py 401ms 1.6ms 14.3MB 463ms 167ms cpython 3.12.1
python 1.py 469ms 14ms 9.3MB 457ms 0ms cpython 3.12.1
python 5-m.py 657ms 11ms 63.1MB 880ms 367ms pypy 3.10.13

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 12ms 0.9ms 7.6MB 0ms 0ms pyston 3.8.12
python 1.py 14ms 1.3ms 9.0MB 0ms 0ms cpython 3.12.1
typescript 1.ts 27ms 0.7ms 51.1MB 8ms 4ms deno 1.40.2
python 1.py 30ms 1.2ms 48.6MB 8ms 8ms pypy 3.10.13

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 2-m.ts 950ms 13ms 168.7MB 1003ms 447ms deno 1.40.2
typescript 1-m.ts 982ms 39ms 167.3MB 1020ms 480ms deno 1.40.2
typescript 2-tls.ts 1138ms 20ms 170.2MB 1173ms 490ms deno 1.40.2
typescript 1-http2.ts 1144ms 47ms 167.1MB 1200ms 470ms deno 1.40.2
python 1.py 2025ms 149ms 36.9MB 1037ms 1437ms pyston 3.8.12
python 1.py 2549ms 259ms 33.6MB 1583ms 1460ms cpython 3.12.1
python 1.py 4777ms 225ms 98.0MB 3277ms 1110ms pypy 3.10.13

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 2.ts 223ms 8.6ms 91.5MB 120ms 100ms deno 1.40.2
typescript 1.ts 231ms 16ms 95.2MB 143ms 77ms deno 1.40.2
typescript 1-http2.ts 271ms 15ms 90.4MB 173ms 87ms deno 1.40.2
typescript 2-tls.ts 385ms 15ms 96.0MB 270ms 103ms deno 1.40.2
python 1.py 1113ms 9.9ms 28.9MB 323ms 247ms cpython 3.12.1
python 1.py 1119ms 55ms 30.6MB 210ms 260ms pyston 3.8.12
python 1.py 1605ms 357ms 88.8MB 810ms 207ms pypy 3.10.13

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 186ms 4.1ms 93.9MB 173ms 37ms deno 1.40.2
python 1.py 201ms 6.4ms 38.4MB 160ms 27ms pyston 3.8.12
python 1.py 230ms 2.7ms 39.0MB 203ms 10ms cpython 3.12.1
python 1.py 326ms 1.1ms 85.7MB 280ms 27ms pypy 3.10.13

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 1301ms 3.0ms 435.2MB 1487ms 120ms deno 1.40.2
python 1.py 1829ms 10ms 220.5MB 1663ms 147ms pyston 3.8.12
python 1.py 1914ms 6.7ms 221.7MB 1797ms 100ms cpython 3.12.1
python 1.py 1969ms 28ms 221.1MB 1883ms 70ms pypy 3.10.13

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 2.py 154ms 4.7ms 56.8MB 123ms 17ms pypy 3.10.13
python 1.py 189ms 6.3ms 59.5MB 160ms 13ms pypy 3.10.13
typescript 2.ts 267ms 4.6ms 63.9MB 250ms 17ms deno 1.40.2
typescript 1.ts 528ms 2.2ms 64.6MB 513ms 13ms deno 1.40.2
python 1.py 729ms 10ms 8.9MB 713ms 0ms pyston 3.8.12
python 2.py 851ms 3.5ms 8.5MB 840ms 0ms pyston 3.8.12
python 1.py 1105ms 12ms 9.9MB 1093ms 0ms cpython 3.12.1
python 2.py 1288ms 22ms 9.5MB 1277ms 0ms cpython 3.12.1

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 2.py 349ms 3.5ms 59.9MB 327ms 10ms pypy 3.10.13
python 1.py 395ms 5.9ms 60.9MB 367ms 17ms pypy 3.10.13
typescript 2.ts 719ms 8.2ms 72.2MB 720ms 13ms deno 1.40.2
typescript 1.ts 1515ms 8.0ms 69.7MB 1503ms 13ms deno 1.40.2
python 1.py 2192ms 83ms 8.9MB 2180ms 0ms pyston 3.8.12
python 2.py 2556ms 13ms 8.5MB 2547ms 0ms pyston 3.8.12
python 1.py 3250ms 26ms 9.9MB 3233ms 0ms cpython 3.12.1
python 2.py 3744ms 9.6ms 9.5MB 3733ms 0ms cpython 3.12.1

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 2.py 113ms 4.7ms 56.5MB 87ms 10ms pypy 3.10.13
python 1.py 122ms 0.4ms 57.5MB 93ms 10ms pypy 3.10.13
typescript 2.ts 142ms 0.4ms 61.9MB 133ms 10ms deno 1.40.2
typescript 1.ts 163ms 0.4ms 60.1MB 150ms 10ms deno 1.40.2
python 1.py 349ms 6.2ms 8.5MB 337ms 0ms pyston 3.8.12
python 2.py 391ms 3.9ms 8.1MB 380ms 0ms pyston 3.8.12
python 1.py 528ms 10ms 9.5MB 517ms 0ms cpython 3.12.1
python 2.py 616ms 7.8ms 9.3MB 603ms 0ms cpython 3.12.1

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 554ms 0.7ms 130.9MB 633ms 73ms deno 1.40.2
python 1.py 2604ms 19ms 201.5MB 2490ms 97ms pypy 3.10.13
python 1.py timeout 0.0ms 81.6MB 4970ms 20ms cpython 3.12.1
python 1.py timeout 0.0ms 130.4MB 4943ms 40ms pyston 3.8.12

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 166ms 3.3ms 99.0MB 160ms 47ms deno 1.40.2
python 1.py 487ms 3.0ms 94.2MB 440ms 30ms pypy 3.10.13
python 1.py timeout 0.0ms 34.1MB 4977ms 7ms cpython 3.12.1
python 1.py timeout 0.0ms 41.4MB 4970ms 17ms pyston 3.8.12

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 6.ts 456ms 4.6ms 57.6MB 440ms 7ms deno 1.40.2
python 2.py 1386ms 17ms 60.4MB 1357ms 17ms pypy 3.10.13
python 1.py 2647ms 17ms 54.1MB 2617ms 10ms pypy 3.10.13
python 1.py timeout 0.0ms 9.1MB 4987ms 0ms cpython 3.12.1
python 2.py timeout 0.0ms 9.3MB 4990ms 0ms cpython 3.12.1
python 1.py timeout 0.0ms 8.3MB 4980ms 0ms pyston 3.8.12
python 2.py timeout 0.0ms 8.1MB 4983ms 0ms pyston 3.8.12

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 6.ts 78ms 1.2ms 57.7MB 57ms 13ms deno 1.40.2
python 2.py 179ms 0.4ms 55.8MB 153ms 10ms pypy 3.10.13
python 1.py 305ms 5.4ms 54.0MB 283ms 10ms pypy 3.10.13
python 1.py 942ms 43ms 8.3MB 930ms 0ms pyston 3.8.12
python 2.py 1314ms 31ms 8.1MB 1300ms 0ms pyston 3.8.12
python 1.py 2986ms 131ms 9.1MB 2973ms 0ms cpython 3.12.1
python 2.py 3077ms 2.2ms 9.1MB 3063ms 0ms cpython 3.12.1

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 4.py 1897ms 5.0ms 8.9MB 1850ms 30ms pyston 3.8.12
python 4.py 1959ms 2.6ms 9.9MB 1910ms 33ms cpython 3.12.1
python 4.py 2334ms 11ms 63.4MB 2280ms 37ms pypy 3.10.13
typescript 3.ts timeout 0.0ms 100.6MB 4977ms 53ms deno 1.40.2

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 4.py 450ms 3.6ms 8.8MB 433ms 0ms pyston 3.8.12
python 4.py 466ms 5.6ms 9.6MB 450ms 0ms cpython 3.12.1
python 4.py 569ms 8.0ms 61.9MB 537ms 13ms pypy 3.10.13
typescript 3.ts 1268ms 11ms 86.3MB 1210ms 73ms deno 1.40.2

secp256k1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 1958ms 9.9ms 60.2MB 1957ms 13ms deno 1.40.2
python 1.py 3144ms 7.0ms 8.3MB 3127ms 0ms pyston 3.8.12
python 1.py 3598ms 18ms 9.1MB 3590ms 0ms cpython 3.12.1
python 1.py 3760ms 22ms 62.8MB 3723ms 20ms pypy 3.10.13

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 532ms 1.9ms 59.6MB 527ms 13ms deno 1.40.2
python 1.py 801ms 9.6ms 8.3MB 790ms 0ms pyston 3.8.12
python 1.py 914ms 2.1ms 9.1MB 900ms 0ms cpython 3.12.1
python 1.py 1044ms 16ms 61.5MB 1020ms 10ms pypy 3.10.13

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 7.ts 4066ms 156ms 59.5MB 4050ms 13ms deno 1.40.2
python 8.py timeout 0.0ms 17.2MB 57ms 13ms cpython 3.12.1
python 8.py timeout 0.0ms 76.8MB 967ms 133ms pypy 3.10.13
python 8.py timeout 0.0ms 18.1MB 63ms 10ms pyston 3.8.12

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 7.ts 1002ms 27ms 57.1MB 993ms 7ms deno 1.40.2
python 8.py timeout 0.0ms 16.8MB 100ms 13ms cpython 3.12.1
python 8.py timeout 0.0ms 75.9MB 1767ms 440ms pypy 3.10.13
python 8.py timeout 0.0ms 17.8MB 150ms 30ms pyston 3.8.12

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 7.ts 263ms 2.7ms 57.1MB 243ms 10ms deno 1.40.2
python 8-m.py 2161ms 17ms 76.3MB 6830ms 320ms pypy 3.10.13
python 8.py timeout 0.0ms 14.6MB 293ms 40ms cpython 3.12.1
python 8.py timeout 0.0ms 17.2MB 430ms 120ms pyston 3.8.12