Programming Language and compiler
Benchmarks

Typescript VS Python benchmarks

Current benchmark data was generated on Fri May 20 2022, 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 1667ms 61ms 273.7MB 1530ms 110ms pypy 3.8.13
typescript 1.ts 3160ms 31ms 171.7MB 3337ms 503ms deno 1.22.0
python 1.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 1.py timeout 0.0ms 0.0MB 0ms 0ms pyston 3.8.12

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 128ms 2.2ms 82.9MB 83ms 20ms pypy 3.8.13
typescript 1.ts 197ms 59ms 55.7MB 150ms 20ms deno 1.22.0
python 1.py 641ms 4.3ms 12.3MB 610ms 13ms pyston 3.8.12
python 1.py 1532ms 2.7ms 11.8MB 1517ms 0ms cpython 3.10.4

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 1216ms 5.5ms 196.8MB 1140ms 60ms pypy 3.8.13
typescript 1.ts 2039ms 9.8ms 68.3MB 2040ms 37ms deno 1.22.0
python 1.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 1.py timeout 0.0ms 0.0MB 0ms 0ms pyston 3.8.12

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 174ms 2.9ms 44.8MB 157ms 13ms deno 1.22.0
python 1.py 293ms 12ms 95.1MB 257ms 17ms pypy 3.8.13
python 1.py 965ms 4.9ms 17.2MB 947ms 3ms pyston 3.8.12
python 1.py 1003ms 35ms 17.1MB 967ms 0ms cpython 3.10.4

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 2691ms 81ms 90.8MB 2643ms 30ms pypy 3.8.13
python 5-m.py 3357ms 14ms 12.9MB 4937ms 1013ms pyston 3.8.12
python 5-m.py 3998ms 20ms 85.2MB 4463ms 930ms pypy 3.8.13
typescript 1.ts 4393ms 38ms 54.1MB 4227ms 153ms deno 1.22.0
python 1.py 4467ms 32ms 8.2MB 4447ms 3ms pyston 3.8.12
python 5-m.py 4473ms 26ms 12.1MB 6287ms 1063ms cpython 3.10.4
python 1.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 347ms 5.0ms 81.5MB 320ms 13ms pypy 3.8.13
python 5-m.py 408ms 6.5ms 12.9MB 537ms 130ms pyston 3.8.12
python 1.py 460ms 2.0ms 8.2MB 447ms 0ms pyston 3.8.12
typescript 1.ts 506ms 61ms 45.4MB 433ms 33ms deno 1.22.0
python 5-m.py 522ms 3.8ms 12.0MB 670ms 147ms cpython 3.10.4
python 1.py 732ms 8.2ms 7.8MB 717ms 0ms cpython 3.10.4
python 5-m.py 813ms 7.3ms 85.3MB 900ms 443ms pypy 3.8.13

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 1.py 14ms 1.1ms 7.6MB 10ms 0ms pyston 3.8.12
python 1.py 15ms 0.6ms 7.5MB 10ms 0ms cpython 3.10.4
typescript 1.ts 20ms 0.8ms 31.7MB 10ms 0ms deno 1.22.0
python 1.py 34ms 1.1ms 53.6MB 10ms 10ms pypy 3.8.13

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 2.ts 1059ms 22ms 136.5MB 1183ms 320ms deno 1.22.0
typescript 1.ts 1071ms 28ms 133.2MB 1167ms 330ms deno 1.22.0
typescript 1-http2.ts 1370ms 16ms 139.4MB 1467ms 357ms deno 1.22.0
typescript 2-tls.ts 1521ms 336ms 164.7MB 1483ms 363ms deno 1.22.0
python 1.py 1591ms 2.0ms 29.9MB 1273ms 967ms pyston 3.8.12
python 1.py 2223ms 6.7ms 27.3MB 1947ms 1003ms cpython 3.10.4
python 1.py 4366ms 54ms 129.3MB 3380ms 903ms pypy 3.8.13

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 2.ts 279ms 64ms 70.9MB 190ms 57ms deno 1.22.0
typescript 1.ts 291ms 70ms 68.8MB 183ms 67ms deno 1.22.0
typescript 1-http2.ts 345ms 61ms 68.3MB 253ms 60ms deno 1.22.0
python 1.py 360ms 1.0ms 24.0MB 300ms 157ms pyston 3.8.12
typescript 2-tls.ts 380ms 50ms 76.6MB 273ms 80ms deno 1.22.0
python 1.py 449ms 12ms 21.9MB 373ms 180ms cpython 3.10.4
python 1.py 1101ms 12ms 104.5MB 907ms 163ms pypy 3.8.13

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1-m.ts 164ms 4.8ms 65.2MB 260ms 10ms deno 1.22.0
python 1.py 263ms 2.8ms 38.6MB 240ms 7ms pyston 3.8.12
python 1.py 266ms 1.5ms 39.5MB 240ms 10ms cpython 3.10.4
python 1.py 431ms 0.6ms 109.0MB 380ms 30ms pypy 3.8.13

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 1129ms 20ms 264.6MB 1320ms 80ms deno 1.22.0
python 1.py 2403ms 5.3ms 219.7MB 2277ms 110ms cpython 3.10.4
python 1.py 2446ms 4.3ms 221.0MB 2263ms 167ms pyston 3.8.12
python 1.py 2600ms 2.7ms 249.5MB 2507ms 80ms pypy 3.8.13

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 2.py 204ms 2.0ms 79.9MB 160ms 23ms pypy 3.8.13
python 1.py 244ms 0.9ms 81.2MB 217ms 10ms pypy 3.8.13
typescript 2.ts 732ms 1.6ms 43.4MB 717ms 10ms deno 1.22.0
python 1.py 1052ms 3.9ms 9.3MB 1040ms 0ms pyston 3.8.12
typescript 1.ts 1158ms 2.2ms 44.0MB 1143ms 3ms deno 1.22.0
python 2.py 1290ms 15ms 9.0MB 1277ms 0ms pyston 3.8.12
python 1.py 1848ms 8.2ms 8.3MB 1830ms 0ms cpython 3.10.4
python 2.py 2609ms 24ms 8.3MB 2597ms 0ms cpython 3.10.4

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 2.py 470ms 1.2ms 80.1MB 443ms 10ms pypy 3.8.13
python 1.py 513ms 2.9ms 81.2MB 490ms 10ms pypy 3.8.13
typescript 2.ts 2121ms 7.1ms 49.7MB 2110ms 10ms deno 1.22.0
python 1.py 3126ms 28ms 9.3MB 3117ms 0ms pyston 3.8.12
typescript 1.ts 3401ms 1.9ms 51.5MB 3383ms 7ms deno 1.22.0
python 2.py 3831ms 16ms 9.1MB 3817ms 0ms pyston 3.8.12
python 1.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 2.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 2.py 147ms 0.7ms 80.0MB 117ms 13ms pypy 3.8.13
python 1.py 164ms 1.1ms 80.8MB 137ms 13ms pypy 3.8.13
typescript 2.ts 369ms 1.4ms 37.9MB 353ms 7ms deno 1.22.0
typescript 1.ts 436ms 50ms 37.6MB 387ms 10ms deno 1.22.0
python 1.py 519ms 1.1ms 9.0MB 503ms 0ms pyston 3.8.12
python 2.py 597ms 5.7ms 8.5MB 583ms 0ms pyston 3.8.12
python 1.py 868ms 2.3ms 7.8MB 857ms 0ms cpython 3.10.4
python 2.py 1256ms 4.4ms 7.4MB 1240ms 0ms cpython 3.10.4

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 671ms 2.2ms 91.2MB 677ms 33ms deno 1.22.0
python 1.py 2718ms 66ms 293.9MB 2520ms 183ms pypy 3.8.13
python 1.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 1.py timeout 0.0ms 0.0MB 0ms 0ms pyston 3.8.12

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 177ms 1.2ms 57.2MB 173ms 10ms deno 1.22.0
python 1.py 387ms 1.3ms 144.6MB 327ms 43ms pypy 3.8.13
python 1.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 1.py timeout 0.0ms 0.0MB 0ms 0ms pyston 3.8.12

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 6.ts 683ms 1.3ms 37.7MB 663ms 3ms deno 1.22.0
python 2.py 2186ms 36ms 79.8MB 2157ms 13ms pypy 3.8.13
python 1.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 2.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 1.py timeout 0.0ms 0.0MB 0ms 0ms pypy 3.8.13
python 1.py timeout 0.0ms 0.0MB 0ms 0ms pyston 3.8.12
python 2.py timeout 0.0ms 0.0MB 0ms 0ms pyston 3.8.12

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 6.ts 99ms 3.3ms 37.6MB 93ms 0ms deno 1.22.0
python 2.py 282ms 2.1ms 79.5MB 257ms 10ms pypy 3.8.13
python 1.py 590ms 2.3ms 79.7MB 563ms 10ms pypy 3.8.13
python 1.py 1463ms 3.4ms 8.6MB 1450ms 0ms pyston 3.8.12
python 2.py 2152ms 28ms 8.5MB 2140ms 0ms pyston 3.8.12
python 1.py 4709ms 32ms 7.3MB 4693ms 0ms cpython 3.10.4
python 2.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 4.py 2762ms 3.2ms 9.4MB 2727ms 17ms pyston 3.8.12
python 4.py 2782ms 2.3ms 8.5MB 2740ms 23ms cpython 3.10.4
python 4.py 2800ms 13ms 119.5MB 2757ms 27ms pypy 3.8.13
typescript 3.ts timeout 0.0ms 0.0MB 0ms 0ms deno 1.22.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 4.py 655ms 0.7ms 9.1MB 643ms 0ms pyston 3.8.12
python 4.py 666ms 2.4ms 8.3MB 650ms 0ms cpython 3.10.4
python 4.py 694ms 12ms 84.5MB 663ms 13ms pypy 3.8.13
typescript 3.ts 1365ms 10ms 55.2MB 1360ms 40ms deno 1.22.0

secp256k1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 2817ms 8.0ms 37.5MB 2833ms 10ms deno 1.22.0
python 1.py 4525ms 6.4ms 8.7MB 4513ms 0ms pyston 3.8.12
python 1.py 4943ms 15ms 87.2MB 4900ms 23ms pypy 3.8.13
python 1.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 739ms 2.6ms 37.7MB 747ms 3ms deno 1.22.0
python 1.py 1147ms 4.0ms 8.6MB 1133ms 0ms pyston 3.8.12
python 1.py 1399ms 2.2ms 84.2MB 1367ms 17ms pypy 3.8.13
python 1.py 1490ms 3.6ms 7.7MB 1473ms 0ms cpython 3.10.4

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
python 8.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 8.py timeout 0.0ms 0.0MB 0ms 0ms pypy 3.8.13
python 8.py timeout 0.0ms 0.0MB 0ms 0ms pyston 3.8.12
typescript 7.ts timeout 0.0ms 0.0MB 0ms 0ms deno 1.22.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 7.ts 1280ms 1.3ms 34.8MB 1263ms 3ms deno 1.22.0
python 8.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 8.py timeout 0.0ms 0.0MB 0ms 0ms pypy 3.8.13
python 8.py timeout 0.0ms 0.0MB 0ms 0ms pyston 3.8.12

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 7.ts 345ms 0.8ms 34.9MB 327ms 7ms deno 1.22.0
python 8-m.py 3295ms 48ms 110.4MB 5600ms 377ms pypy 3.8.13
python 8.py timeout 0.0ms 0.0MB 0ms 0ms cpython 3.10.4
python 8.py timeout 0.0ms 0.0MB 0ms 0ms pyston 3.8.12