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.

Rust VS Typescript 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
typescript 1.ts 1467ms 24ms 373.7MB 1743ms 140ms deno 2.9.7
rust 5.rs 2161ms 12ms 33.8MB 2140ms 3ms rustc 1.98.1
rust 3.rs 2212ms 49ms 49.8MB 2183ms 10ms rustc 1.98.1
rust 4.rs 2253ms 19ms 33.8MB 2230ms 10ms rustc 1.98.1

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 5.rs 185ms 4.9ms 5.7MB 173ms 0ms rustc 1.98.1
rust 4.rs 203ms 1.5ms 5.7MB 190ms 0ms rustc 1.98.1
rust 3.rs 205ms 20ms 7.8MB 190ms 0ms rustc 1.98.1
typescript 1.ts 270ms 4.0ms 299.5MB 173ms 123ms deno 2.9.7

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 5-m.rs 776ms 8.2ms 5.2MB 2963ms 60ms rustc 1.98.1
rust 3-m.rs 1159ms 98ms 8.8MB 4437ms 87ms rustc 1.98.1
rust 1-m.rs 1841ms 27ms 8.6MB 6870ms 303ms rustc 1.98.1
rust 3.rs 2252ms 19ms 9.1MB 2177ms 60ms rustc 1.98.1
typescript 1.ts 2463ms 59ms 109.4MB 2537ms 63ms deno 2.9.7
rust 4.rs 3680ms 17ms 7.3MB 3663ms 3ms rustc 1.98.1

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 5-m.rs 80ms 20ms 3.2MB 270ms 0ms rustc 1.98.1
rust 3-m.rs 81ms 11ms 5.8MB 260ms 10ms rustc 1.98.1
rust 3.rs 128ms 4.2ms 3.9MB 113ms 0ms rustc 1.98.1
rust 1-m.rs 128ms 3.9ms 5.5MB 437ms 23ms rustc 1.98.1
typescript 1.ts 215ms 4.2ms 62.5MB 203ms 20ms deno 2.9.7
rust 4.rs 243ms 10ms 3.3MB 233ms 0ms rustc 1.98.1

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 2.rs 195ms 1.6ms 4.4MB 183ms 0ms rustc 1.98.1
rust 1.rs 203ms 29ms 3.6MB 197ms 0ms rustc 1.98.1

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 52ms 2.2ms 2.8MB 40ms 0ms rustc 1.98.1
rust 2.rs 54ms 4.2ms 3.4MB 43ms 0ms rustc 1.98.1

fannkuch-redux

Input: 11

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 3-im.rs 376ms 5.4ms 3.1MB 1437ms 0ms rustc 1.98.1
rust 2-im.rs 811ms 3.4ms 1.2MB 3080ms 0ms rustc 1.98.1
rust 5-m.rs 1047ms 9.5ms 1.1MB 3977ms 3ms rustc 1.98.1
rust 3-i.rs 1073ms 14ms 1.1MB 1063ms 0ms rustc 1.98.1
rust 1-m.rs 1366ms 10ms 1.1MB 5263ms 0ms rustc 1.98.1
rust 2-i.rs 2458ms 53ms 1.1MB 2443ms 0ms rustc 1.98.1
rust 1.rs 2906ms 17ms 1.1MB 2893ms 0ms rustc 1.98.1

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 3-im.rs 36ms 2.0ms 3.1MB 107ms 0ms rustc 1.98.1
rust 2-im.rs 72ms 1.7ms 2.2MB 243ms 0ms rustc 1.98.1
rust 5-m.rs 97ms 11ms 1.1MB 290ms 0ms rustc 1.98.1
rust 3-i.rs 106ms 12ms 1.1MB 93ms 0ms rustc 1.98.1
rust 1-m.rs 120ms 1.4ms 1.1MB 417ms 0ms rustc 1.98.1
rust 2-i.rs 205ms 3.1ms 1.1MB 197ms 0ms rustc 1.98.1
rust 1.rs 263ms 14ms 1.1MB 253ms 0ms rustc 1.98.1

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 5c-m.rs 107ms 0.9ms 2.4MB 347ms 3ms rustc 1.98.1
rust 5-m.rs 125ms 2.6ms 2.4MB 427ms 0ms rustc 1.98.1
rust 1c.rs 173ms 1.3ms 1.2MB 163ms 0ms rustc 1.98.1
rust 6.rs 186ms 9.1ms 1.1MB 180ms 0ms rustc 1.98.1
rust 1.rs 213ms 3.2ms 1.1MB 200ms 0ms rustc 1.98.1
typescript 1.ts 6588ms 55ms 91.7MB 6257ms 343ms deno 2.9.7

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 5c-m.rs 17ms 0.0ms 2.4MB 37ms 0ms rustc 1.98.1
rust 5-m.rs 18ms 1.3ms 2.4MB 33ms 0ms rustc 1.98.1
rust 1c.rs 20ms 1.3ms 1.1MB 10ms 0ms rustc 1.98.1
rust 6.rs 21ms 1.0ms 1.1MB 10ms 0ms rustc 1.98.1
rust 1.rs 24ms 0.5ms 1.1MB 10ms 0ms rustc 1.98.1
typescript 1.ts 718ms 7.0ms 58.9MB 660ms 60ms deno 2.9.7

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 1.6ms 0.3ms 1.9MB 0ms 0ms rustc 1.98.1
typescript 1.ts 19ms 0.9ms 34.1MB 8ms 3ms deno 2.9.7

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1-m.rs 402ms 47ms 74.0MB 273ms 500ms rustc 1.98.1
rust 2-m.rs 637ms 65ms 66.2MB 390ms 877ms rustc 1.98.1
rust 2-http2.rs 728ms 174ms 57.0MB 1683ms 507ms rustc 1.98.1
rust 1-http2.rs 737ms 86ms 68.5MB 1713ms 540ms rustc 1.98.1
typescript 2.ts 1027ms 13ms 260.8MB 1013ms 453ms deno 2.9.7
typescript 1.ts 1070ms 47ms 260.5MB 1007ms 507ms deno 2.9.7
typescript 1-http2.ts 1415ms 26ms 241.1MB 1477ms 467ms deno 2.9.7
typescript 2-tls.ts 2163ms 5.4ms 274.7MB 2080ms 530ms deno 2.9.7

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 129ms 6.7ms 17.4MB 43ms 57ms rustc 1.98.1
rust 2.rs 210ms 23ms 22.9MB 63ms 180ms rustc 1.98.1
typescript 2.ts 320ms 1.8ms 82.4MB 237ms 87ms deno 2.9.7
typescript 1.ts 330ms 11ms 80.7MB 217ms 117ms deno 2.9.7
rust 1-http2.rs 331ms 74ms 24.4MB 653ms 137ms rustc 1.98.1
typescript 1-http2.ts 408ms 7.2ms 83.2MB 333ms 103ms deno 2.9.7
typescript 2-tls.ts 490ms 7.1ms 90.9MB 400ms 110ms deno 2.9.7
rust 2-http2.rs 556ms 55ms 30.7MB 1503ms 173ms rustc 1.98.1

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 4-i.rs 38ms 0.7ms 7.9MB 27ms 0ms rustc 1.98.1
rust 5-i.rs 46ms 2.0ms 10.1MB 30ms 3ms rustc 1.98.1
rust 2.rs 76ms 0.4ms 33.8MB 57ms 3ms rustc 1.98.1
rust 3.rs 77ms 2.6ms 32.1MB 53ms 7ms rustc 1.98.1
rust 1.rs 114ms 0.6ms 68.3MB 80ms 20ms rustc 1.98.1
typescript 1.ts 216ms 23ms 96.0MB 293ms 30ms deno 2.9.7

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 5-i.rs 234ms 9.0ms 54.1MB 207ms 13ms rustc 1.98.1
rust 4-i.rs 298ms 3.6ms 54.8MB 243ms 37ms rustc 1.98.1
rust 3.rs 417ms 2.9ms 239.2MB 343ms 60ms rustc 1.98.1
rust 2.rs 422ms 2.7ms 239.2MB 350ms 53ms rustc 1.98.1
rust 1.rs 697ms 6.0ms 551.3MB 507ms 177ms rustc 1.98.1
typescript 1.ts 1221ms 42ms 425.9MB 1567ms 193ms deno 2.9.7

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 8-m.rs 475ms 19ms 27.6MB 1260ms 13ms rustc 1.98.1
rust 8.rs 838ms 32ms 23.8MB 810ms 10ms rustc 1.98.1

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 8-m.rs 62ms 6.2ms 16.3MB 140ms 3ms rustc 1.98.1
rust 8.rs 100ms 1.7ms 11.6MB 83ms 0ms rustc 1.98.1

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 0-unsafe.rs 44ms 3.1ms 1.1MB 33ms 0ms rustc 1.98.1
rust 1.rs 70ms 7.9ms 1.1MB 60ms 0ms rustc 1.98.1
typescript 2.ts 404ms 7.7ms 50.6MB 407ms 7ms deno 2.9.7
typescript 1.ts 695ms 12ms 48.4MB 680ms 10ms deno 2.9.7

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 0-unsafe.rs 202ms 23ms 1.1MB 193ms 0ms rustc 1.98.1
rust 1.rs 280ms 31ms 1.1MB 270ms 0ms rustc 1.98.1
typescript 2.ts 1119ms 17ms 59.7MB 1123ms 10ms deno 2.9.7
typescript 1.ts 2001ms 20ms 58.5MB 1987ms 13ms deno 2.9.7

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 0-unsafe.rs 28ms 0.2ms 1.2MB 20ms 0ms rustc 1.98.1
rust 1.rs 46ms 2.5ms 1.1MB 37ms 0ms rustc 1.98.1
typescript 2.ts 196ms 0.8ms 48.8MB 200ms 3ms deno 2.9.7
typescript 1.ts 222ms 6.8ms 46.6MB 213ms 3ms deno 2.9.7

mandelbrot

Input: 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 8.rs 410ms 2.4ms 4.6MB 393ms 3ms rustc 1.98.1

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 8.rs 21ms 1.5ms 1.1MB 13ms 0ms rustc 1.98.1

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
typescript 1.ts 844ms 5.3ms 155.5MB 943ms 100ms deno 2.9.7
rust 1.rs 1084ms 8.3ms 33.8MB 1060ms 10ms rustc 1.98.1

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 212ms 3.5ms 9.8MB 197ms 0ms rustc 1.98.1
typescript 1.ts 214ms 6.8ms 88.3MB 237ms 30ms deno 2.9.7

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 4-i.rs 221ms 1.1ms 1.1MB 210ms 0ms rustc 1.98.1
rust 7-i.rs 333ms 4.8ms 1.1MB 320ms 0ms rustc 1.98.1
rust 1.rs 361ms 3.0ms 1.1MB 350ms 0ms rustc 1.98.1
rust 2.rs 484ms 2.9ms 1.1MB 473ms 0ms rustc 1.98.1
typescript 6.ts 852ms 1.7ms 45.6MB 843ms 10ms deno 2.9.7

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 4-i.rs 24ms 0.3ms 1.1MB 17ms 0ms rustc 1.98.1
rust 7-i.rs 36ms 0.4ms 1.1MB 23ms 0ms rustc 1.98.1
rust 1.rs 39ms 0.7ms 1.1MB 30ms 0ms rustc 1.98.1
rust 2.rs 52ms 0.8ms 1.1MB 43ms 0ms rustc 1.98.1
typescript 6.ts 111ms 2.6ms 44.1MB 107ms 3ms deno 2.9.7

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 2.rs 656ms 18ms 6.6MB 640ms 0ms rustc 1.98.1
rust 1.rs 1035ms 16ms 40.8MB 1010ms 10ms rustc 1.98.1

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 2.rs 129ms 12ms 2.8MB 117ms 0ms rustc 1.98.1
rust 1.rs 212ms 36ms 11.7MB 193ms 0ms rustc 1.98.1

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 2.rs 2314ms 44ms 2.8MB 2230ms 70ms rustc 1.98.1
typescript 3.ts 6887ms 28ms 122.3MB 6903ms 100ms deno 2.9.7
rust 1.rs 10361ms 53ms 3.3MB 8747ms 1587ms rustc 1.98.1

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 2.rs 506ms 4.3ms 2.5MB 493ms 0ms rustc 1.98.1
typescript 3.ts 1488ms 8.1ms 70.0MB 1503ms 57ms deno 2.9.7
rust 1.rs 1997ms 8.8ms 2.8MB 1823ms 157ms rustc 1.98.1

regex-redux

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 7.rs 594ms 1.7ms 80.5MB 683ms 7ms rustc 1.98.1

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 7.rs 69ms 1.7ms 11.0MB 63ms 0ms rustc 1.98.1

secp256k1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 0.rs 177ms 4.7ms 1.1MB 167ms 0ms rustc 1.98.1
typescript 1.ts 1621ms 10ms 46.8MB 1647ms 20ms deno 2.9.7
rust 1.rs 2238ms 23ms 1.1MB 2223ms 0ms rustc 1.98.1

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 0.rs 46ms 1.1ms 1.1MB 37ms 0ms rustc 1.98.1
typescript 1.ts 444ms 6.7ms 47.1MB 450ms 10ms deno 2.9.7
rust 1.rs 562ms 1.3ms 1.1MB 550ms 0ms rustc 1.98.1

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 7-m.rs 3024ms 23ms 2.2MB 11890ms 10ms rustc 1.98.1
rust 7.rs 5535ms 8.5ms 1.1MB 5527ms 0ms rustc 1.98.1
rust 2-m.rs 5819ms 1.9ms 2.4MB 22997ms 13ms rustc 1.98.1
rust 2.rs 11036ms 18ms 2.1MB 11023ms 0ms rustc 1.98.1
typescript 7.ts 11065ms 13ms 45.9MB 11057ms 10ms deno 2.9.7

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 7-m.rs 747ms 2.9ms 1.1MB 2903ms 7ms rustc 1.98.1
rust 7.rs 1386ms 2.3ms 1.1MB 1377ms 0ms rustc 1.98.1
rust 2-m.rs 1459ms 0.7ms 3.1MB 5733ms 3ms rustc 1.98.1
rust 2.rs 2762ms 2.0ms 1.1MB 2750ms 0ms rustc 1.98.1
typescript 7.ts 2798ms 6.4ms 42.8MB 2783ms 7ms deno 2.9.7

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 7-m.rs 189ms 0.4ms 3.1MB 697ms 3ms rustc 1.98.1
rust 7.rs 351ms 1.2ms 1.1MB 340ms 0ms rustc 1.98.1
rust 2-m.rs 368ms 0.3ms 1.2MB 1410ms 3ms rustc 1.98.1
rust 2.rs 693ms 2.4ms 1.1MB 680ms 0ms rustc 1.98.1
typescript 7.ts 726ms 10ms 43.2MB 717ms 3ms deno 2.9.7