Programming Language and compiler
Benchmarks

Rust VS V benchmarks

Current benchmark data was generated on Tue Mar 25 2025, 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.)

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v 1.2ms 0.3ms 1.4MB 0ms 0ms v/clang 0.4.10
rust 1.rs 1.2ms 0.1ms 1.8MB 0ms 0ms rustc 1.85.1
v 1.v 1.4ms 0.1ms 1.9MB 0ms 0ms v/clang+gc 0.4.10
rust 1.rs 1.4ms 0.2ms 1.9MB 0ms 0ms rustc 1.87.0-nightly

mandelbrot

Input: 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 9.rs 256ms 16ms 4.7MB 250ms 0ms rustc 1.87.0-nightly
rust 8.rs 308ms 1.4ms 4.7MB 300ms 0ms rustc 1.85.1

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 9.rs 13ms 0.2ms 1.9MB 10ms 0ms rustc 1.87.0-nightly
rust 8.rs 18ms 5.2ms 1.9MB 13ms 0ms rustc 1.85.1

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 4-i.rs 168ms 2.2ms 1.9MB 160ms 0ms rustc 1.85.1
rust 7-i.rs 238ms 0.9ms 1.9MB 230ms 0ms rustc 1.85.1
rust 1.rs 240ms 0.8ms 1.8MB 230ms 0ms rustc 1.85.1
rust 3.rs 280ms 0.4ms 1.8MB 270ms 0ms rustc 1.87.0-nightly
rust 2.rs 288ms 8.0ms 1.6MB 277ms 0ms rustc 1.85.1
v 1.v 312ms 1.6ms 1.6MB 303ms 0ms v/clang 0.4.10
v 1.v 313ms 2.4ms 2.3MB 303ms 0ms v/clang+gc 0.4.10

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 4-i.rs 19ms 0.3ms 1.8MB 10ms 0ms rustc 1.85.1
rust 7-i.rs 26ms 0.2ms 1.8MB 20ms 0ms rustc 1.85.1
rust 1.rs 26ms 0.3ms 1.9MB 20ms 0ms rustc 1.85.1
rust 3.rs 30ms 0.1ms 1.8MB 20ms 0ms rustc 1.87.0-nightly
rust 2.rs 30ms 0.7ms 1.8MB 20ms 0ms rustc 1.85.1
v 1.v 34ms 0.4ms 1.6MB 27ms 0ms v/clang 0.4.10
v 1.v 34ms 0.5ms 2.3MB 30ms 0ms v/clang+gc 0.4.10

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 8-m.rs 494ms 0.3ms 2.5MB 1913ms 0ms rustc 1.87.0-nightly
rust 7-m.rs 501ms 1.3ms 2.3MB 1937ms 7ms rustc 1.85.1
rust 8.rs 994ms 1.8ms 2.4MB 980ms 0ms rustc 1.87.0-nightly
rust 2-m.rs 1967ms 0.5ms 2.3MB 7720ms 7ms rustc 1.85.1
rust 7.rs 2112ms 8.4ms 2.0MB 2103ms 0ms rustc 1.85.1
rust 2.rs 4212ms 3.9ms 2.0MB 4203ms 0ms rustc 1.85.1
v 1.v timeout 0.0ms 1.6MB 4990ms 0ms v/clang 0.4.10
v 1.v timeout 0.0ms 2.8MB 4990ms 0ms v/clang+gc 0.4.10

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 8-m.rs 128ms 0.3ms 2.3MB 467ms 3ms rustc 1.87.0-nightly
rust 7-m.rs 129ms 0.0ms 2.1MB 477ms 0ms rustc 1.85.1
rust 8.rs 251ms 0.9ms 2.1MB 240ms 0ms rustc 1.87.0-nightly
rust 2-m.rs 499ms 4.2ms 2.1MB 1907ms 0ms rustc 1.85.1
rust 7.rs 535ms 4.9ms 1.9MB 523ms 0ms rustc 1.85.1
rust 2.rs 1057ms 5.0ms 2.0MB 1043ms 0ms rustc 1.85.1
v 1.v 1286ms 3.9ms 1.5MB 1277ms 0ms v/clang 0.4.10
v 1.v 1332ms 3.9ms 2.5MB 1323ms 0ms v/clang+gc 0.4.10

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 8-m.rs 36ms 0.2ms 2.3MB 107ms 0ms rustc 1.87.0-nightly
rust 7-m.rs 37ms 0.8ms 2.1MB 113ms 0ms rustc 1.85.1
rust 8.rs 65ms 0.4ms 2.0MB 60ms 0ms rustc 1.87.0-nightly
rust 2-m.rs 128ms 0.5ms 2.0MB 470ms 0ms rustc 1.85.1
rust 7.rs 136ms 2.4ms 1.9MB 130ms 0ms rustc 1.85.1
rust 2.rs 267ms 1.3ms 2.0MB 260ms 0ms rustc 1.85.1
v 1.v 325ms 1.8ms 1.5MB 317ms 0ms v/clang 0.4.10
v 1.v 336ms 4.5ms 2.5MB 323ms 0ms v/clang+gc 0.4.10

binarytrees

Input: 18

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v 826ms 7.1ms 22.1MB 813ms 0ms v/clang+gc 0.4.10
rust 4.rs 1295ms 3.8ms 33.6MB 1273ms 10ms rustc 1.85.1
rust 5.rs 1401ms 21ms 33.8MB 1377ms 7ms rustc 1.85.1
rust 3.rs 1556ms 12ms 49.8MB 1523ms 20ms rustc 1.85.1
v 1.v 2249ms 23ms 2086.6MB 1327ms 910ms v/clang 0.4.10

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
v 1.v 72ms 1.3ms 4.6MB 60ms 0ms v/clang+gc 0.4.10
rust 4.rs 123ms 2.5ms 5.8MB 113ms 0ms rustc 1.85.1
rust 5.rs 127ms 3.9ms 5.8MB 117ms 0ms rustc 1.85.1
rust 3.rs 136ms 2.8ms 7.8MB 123ms 0ms rustc 1.85.1
v 1.v 212ms 3.0ms 197.1MB 120ms 77ms v/clang 0.4.10

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 3-m.rs 581ms 48ms 9.3MB 2187ms 73ms rustc 1.85.1
rust 5-m.rs 617ms 62ms 5.6MB 2333ms 63ms rustc 1.85.1
rust 1-m.rs 957ms 7.3ms 8.4MB 3493ms 230ms rustc 1.85.1
rust 3.rs 1163ms 33ms 9.3MB 1117ms 30ms rustc 1.85.1
rust 4.rs 1886ms 1.9ms 7.4MB 1870ms 0ms rustc 1.85.1
v 1.v timeout 0.0ms 17.9MB 8577ms 10773ms v/clang 0.4.10
v 1.v timeout 0.0ms 18.4MB 8913ms 10293ms v/clang+gc 0.4.10

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 5-m.rs 54ms 1.7ms 3.3MB 163ms 13ms rustc 1.85.1
rust 3-m.rs 59ms 1.8ms 4.1MB 187ms 10ms rustc 1.85.1
rust 3.rs 72ms 1.0ms 4.0MB 60ms 0ms rustc 1.85.1
rust 1-m.rs 73ms 0.5ms 3.9MB 233ms 23ms rustc 1.85.1
rust 4.rs 119ms 3.2ms 3.3MB 110ms 0ms rustc 1.85.1
v 1-m.v 1347ms 37ms 9.6MB 2260ms 2830ms v/clang 0.4.10
v 1-m.v 1382ms 26ms 10.4MB 2263ms 2907ms v/clang+gc 0.4.10

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 120ms 0.7ms 3.6MB 110ms 0ms rustc 1.85.1
rust 2.rs 424ms 2.4ms 3.8MB 410ms 0ms rustc 1.85.1
v 1.v timeout 0.0ms 8.5MB 4990ms 0ms v/clang+gc 0.4.10

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 33ms 1.6ms 2.9MB 23ms 0ms rustc 1.85.1
rust 2.rs 78ms 1.2ms 3.0MB 70ms 0ms rustc 1.85.1
v 1.v timeout 0.0ms 4.8MB 4990ms 0ms v/clang+gc 0.4.10

fannkuch-redux

Input: 11

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 3-im.rs 412ms 1.0ms 2.0MB 1580ms 0ms rustc 1.85.1
rust 5-m.rs 575ms 7.0ms 2.1MB 2190ms 0ms rustc 1.85.1
rust 2-im.rs 623ms 2.8ms 2.0MB 2400ms 0ms rustc 1.85.1
rust 1-m.rs 994ms 7.8ms 2.1MB 3783ms 0ms rustc 1.85.1
rust 3-i.rs 1500ms 1.0ms 1.9MB 1490ms 0ms rustc 1.85.1
rust 2-i.rs 1765ms 5.9ms 1.8MB 1757ms 0ms rustc 1.85.1
v 1.v 2201ms 3.6ms 1.9MB 2193ms 0ms v/clang+gc 0.4.10
v 1.v 2314ms 95ms 1.1MB 2303ms 0ms v/clang 0.4.10
rust 1.rs 2681ms 4.0ms 1.8MB 2673ms 0ms rustc 1.85.1

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 3-im.rs 38ms 0.5ms 2.1MB 120ms 0ms rustc 1.85.1
rust 5-m.rs 54ms 1.6ms 2.0MB 177ms 0ms rustc 1.85.1
rust 2-im.rs 61ms 0.7ms 2.0MB 200ms 0ms rustc 1.85.1
rust 1-m.rs 90ms 1.9ms 2.1MB 313ms 0ms rustc 1.85.1
rust 3-i.rs 126ms 0.9ms 1.9MB 120ms 0ms rustc 1.85.1
rust 2-i.rs 149ms 0.7ms 1.8MB 140ms 0ms rustc 1.85.1
v 1.v 188ms 1.5ms 1.9MB 180ms 0ms v/clang+gc 0.4.10
v 1.v 193ms 2.3ms 1.1MB 180ms 0ms v/clang 0.4.10
rust 1.rs 227ms 1.5ms 1.8MB 217ms 0ms rustc 1.85.1

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 5c-m.rs 91ms 0.5ms 3.2MB 260ms 3ms rustc 1.85.1
rust 5-m.rs 95ms 0.4ms 3.2MB 297ms 0ms rustc 1.85.1
rust 1c.rs 162ms 1.0ms 1.9MB 153ms 0ms rustc 1.85.1
rust 1.rs 196ms 1.0ms 1.9MB 187ms 0ms rustc 1.85.1
v 1.v 498ms 0.7ms 1.3MB 490ms 0ms v/clang 0.4.10
v 1.v 529ms 10ms 2.1MB 517ms 0ms v/clang+gc 0.4.10

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 5c-m.rs 16ms 0.5ms 3.2MB 27ms 0ms rustc 1.85.1
rust 5-m.rs 16ms 0.9ms 3.2MB 27ms 0ms rustc 1.85.1
rust 1c.rs 19ms 0.3ms 1.9MB 10ms 0ms rustc 1.85.1
rust 1.rs 22ms 0.7ms 2.0MB 10ms 0ms rustc 1.85.1
v 1.v 53ms 1.2ms 1.3MB 47ms 0ms v/clang 0.4.10
v 1.v 56ms 0.4ms 2.1MB 50ms 0ms v/clang+gc 0.4.10

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1-m.rs 304ms 70ms 74.8MB 180ms 497ms rustc 1.85.1
rust 2-m.rs 375ms 8.8ms 73.4MB 257ms 893ms rustc 1.85.1
rust 2-http2.rs 394ms 102ms 57.0MB 917ms 383ms rustc 1.85.1
rust 1-http2.rs 565ms 74ms 61.6MB 1280ms 690ms rustc 1.85.1

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1-m.rs 38ms 3.0ms 13.4MB 17ms 57ms rustc 1.85.1
rust 2-m.rs 88ms 11ms 24.4MB 40ms 173ms rustc 1.85.1
rust 2-http2.rs 208ms 35ms 26.0MB 497ms 190ms rustc 1.85.1
rust 1-http2.rs 254ms 38ms 29.0MB 667ms 220ms rustc 1.85.1

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 5-i.rs 29ms 1.6ms 9.8MB 17ms 0ms rustc 1.85.1
rust 4-i.rs 32ms 1.5ms 7.9MB 20ms 0ms rustc 1.85.1
rust 3.rs 62ms 0.3ms 32.0MB 40ms 10ms rustc 1.85.1
rust 2.rs 62ms 1.2ms 33.8MB 40ms 10ms rustc 1.85.1
rust 1.rs 104ms 0.3ms 67.4MB 60ms 30ms rustc 1.85.1

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 5-i.rs 210ms 1.7ms 52.6MB 187ms 7ms rustc 1.85.1
rust 4-i.rs 261ms 0.4ms 54.4MB 207ms 40ms rustc 1.85.1
rust 2.rs 409ms 2.3ms 237.6MB 303ms 93ms rustc 1.85.1
rust 3.rs 409ms 4.0ms 237.6MB 303ms 90ms rustc 1.85.1
rust 1.rs 703ms 3.1ms 550.2MB 450ms 240ms rustc 1.85.1

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 8-m.rs 219ms 7.0ms 27.3MB 653ms 10ms rustc 1.85.1
rust 8.rs 485ms 15ms 22.3MB 467ms 7ms rustc 1.85.1

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 8-m.rs 30ms 2.2ms 16.0MB 63ms 0ms rustc 1.85.1
rust 8.rs 59ms 1.1ms 11.6MB 50ms 0ms rustc 1.85.1

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 0-unsafe.rs 42ms 4.5ms 1.8MB 37ms 0ms rustc 1.85.1
rust 1.rs 52ms 8.0ms 2.0MB 47ms 0ms rustc 1.85.1
v 1.v 249ms 3.9ms 1.3MB 240ms 0ms v/clang 0.4.10
v 1.v 262ms 3.5ms 2.1MB 253ms 0ms v/clang+gc 0.4.10

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 0-unsafe.rs 143ms 14ms 1.9MB 137ms 0ms rustc 1.85.1
rust 1.rs 193ms 34ms 2.0MB 183ms 0ms rustc 1.85.1
v 1.v 722ms 7.3ms 1.3MB 713ms 0ms v/clang 0.4.10
v 1.v 784ms 25ms 2.1MB 773ms 0ms v/clang+gc 0.4.10

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 0-unsafe.rs 26ms 0.9ms 1.8MB 20ms 0ms rustc 1.85.1
rust 1.rs 29ms 0.1ms 1.8MB 20ms 0ms rustc 1.85.1
v 1.v 91ms 2.5ms 1.3MB 83ms 0ms v/clang 0.4.10
v 1.v 101ms 1.1ms 2.1MB 90ms 0ms v/clang+gc 0.4.10

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 708ms 3.7ms 33.8MB 683ms 10ms rustc 1.85.1

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 153ms 0.3ms 9.8MB 140ms 0ms rustc 1.85.1

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 2.rs 317ms 3.9ms 6.7MB 307ms 0ms rustc 1.85.1
rust 1.rs 323ms 1.8ms 40.9MB 303ms 0ms rustc 1.85.1
v 1.v 332ms 8.5ms 41.1MB 317ms 0ms v/clang+gc 0.4.10
v 2.v 334ms 2.0ms 6.9MB 323ms 0ms v/clang+gc 0.4.10
v 2.v 334ms 5.6ms 6.1MB 323ms 0ms v/clang 0.4.10
v 1.v 400ms 3.8ms 40.2MB 380ms 0ms v/clang 0.4.10

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 61ms 2.9ms 11.6MB 50ms 0ms rustc 1.85.1
v 1.v 63ms 4.4ms 11.0MB 53ms 0ms v/clang 0.4.10
v 1.v 67ms 1.4ms 11.7MB 60ms 0ms v/clang+gc 0.4.10
rust 2.rs 79ms 2.3ms 2.9MB 70ms 0ms rustc 1.85.1
v 2.v 82ms 0.6ms 2.4MB 70ms 0ms v/clang 0.4.10
v 2.v 83ms 1.3ms 3.1MB 73ms 0ms v/clang+gc 0.4.10

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 1529ms 3.0ms 2.7MB 1307ms 203ms rustc 1.85.1
rust 2.rs 1714ms 6.0ms 2.7MB 1623ms 80ms rustc 1.85.1
v 2.v 3155ms 20ms 3.3MB 3133ms 7ms v/clang+gc 0.4.10

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 1.rs 324ms 4.0ms 2.4MB 297ms 10ms rustc 1.85.1
rust 2.rs 382ms 2.4ms 2.4MB 370ms 0ms rustc 1.85.1
v 2.v 782ms 3.8ms 2.6MB 773ms 0ms v/clang+gc 0.4.10

regex-redux

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 7.rs 448ms 14ms 77.6MB 470ms 13ms rustc 1.85.1
v 1.v timeout 0.0ms 83.0MB 4980ms 7ms v/clang+gc 0.4.10

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 7.rs 48ms 0.8ms 12.6MB 40ms 0ms rustc 1.85.1
v 1.v 3591ms 58ms 26.0MB 3573ms 0ms v/clang+gc 0.4.10

secp256k1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 0.rs 118ms 1.9ms 1.8MB 110ms 0ms rustc 1.85.1
rust 1.rs 1427ms 6.3ms 1.9MB 1417ms 0ms rustc 1.85.1

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
rust 0.rs 32ms 1.6ms 1.8MB 23ms 0ms rustc 1.85.1
rust 1.rs 358ms 0.7ms 1.9MB 350ms 0ms rustc 1.85.1