Programming Language and compiler
Benchmarks

Go VS Crystal benchmarks

Current benchmark data was generated on Tue Jul 01 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.)

binarytrees

Input: 18

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 1302ms 4.1ms 64.2MB 1273ms 17ms crystal 1.16.3
go 1.go 1928ms 4.1ms 51.9MB 1907ms 7ms tinygo 0.38.0
go 1-m.go 2394ms 16ms 46.3MB 5317ms 47ms go 1.24.4

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 109ms 2.8ms 11.0MB 100ms 0ms crystal 1.16.3
go 1.go 150ms 1.6ms 5.0MB 140ms 0ms tinygo 0.38.0
go 1-m.go 209ms 0.3ms 8.0MB 367ms 13ms go 1.24.4

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1-m.go 515ms 53ms 15.5MB 2007ms 0ms go 1.24.4
crystal 1.cr 1515ms 15ms 19.9MB 1450ms 53ms crystal 1.16.3
go 1.go timeout 0.0ms 13.1MB 2563ms 16923ms tinygo 0.38.0

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1-m.go 60ms 20ms 7.5MB 217ms 0ms go 1.24.4
crystal 1.cr 86ms 1.0ms 7.1MB 60ms 10ms crystal 1.16.3
go 1-m.go 660ms 66ms 4.3MB 317ms 2160ms tinygo 0.38.0

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 58ms 0.7ms 7.5MB 43ms 0ms crystal 1.16.3
go 1.go 118ms 0.0ms 8.6MB 110ms 0ms go 1.24.4

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 23ms 1.3ms 5.3MB 10ms 0ms crystal 1.16.3
go 1.go 34ms 0.5ms 8.2MB 30ms 0ms go 1.24.4

fannkuch-redux

Input: 11

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3-m.go 672ms 0.8ms 5.5MB 2597ms 0ms go 1.24.4
go 3-m.go 728ms 4.2ms 2.9MB 2663ms 40ms tinygo 0.38.0
crystal 1.cr 2487ms 23ms 2.9MB 2473ms 0ms crystal 1.16.3

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3-m.go 74ms 0.2ms 3.5MB 200ms 0ms go 1.24.4
go 3-m.go 104ms 2.9ms 3.0MB 193ms 33ms tinygo 0.38.0
crystal 1.cr 205ms 3.6ms 2.9MB 197ms 0ms crystal 1.16.3

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3-m.go 126ms 0.7ms 5.5MB 377ms 0ms go 1.24.4
crystal 2.cr 535ms 2.4ms 3.5MB 450ms 70ms crystal 1.16.3
crystal 1.cr 681ms 3.2ms 14.6MB 570ms 97ms crystal 1.16.3

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3-m.go 17ms 0.4ms 7.5MB 30ms 0ms go 1.24.4
crystal 2.cr 58ms 1.8ms 3.6MB 40ms 7ms crystal 1.16.3
crystal 1.cr 72ms 0.7ms 4.9MB 53ms 7ms crystal 1.16.3

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 0.7ms 0.0ms 0.3MB 0ms 0ms tinygo 0.38.0
go 1.go 1.5ms 0.0ms 3.4MB 0ms 0ms go 1.24.4
crystal 1.cr 2.0ms 0.1ms 2.9MB 0ms 0ms crystal 1.16.3

http-server

Input: 3000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1-http2.go 123ms 1.9ms 56.3MB 350ms 80ms go 1.24.4
go 2-m.go 381ms 35ms 167.6MB 670ms 623ms go 1.24.4
go 1-m.go 397ms 21ms 166.2MB 737ms 610ms go 1.24.4
crystal 1.cr 3132ms 646ms 240.8MB 317ms 443ms crystal 1.16.3

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1-http2.go 31ms 1.3ms 26.0MB 60ms 20ms go 1.24.4
go 1-m.go 73ms 5.1ms 38.9MB 103ms 93ms go 1.24.4
go 2-m.go 78ms 5.4ms 34.7MB 113ms 110ms go 1.24.4
crystal 1.cr 1178ms 104ms 53.1MB 30ms 80ms crystal 1.16.3

json-serde

Input: sample 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 2-ffi.go 47ms 0.6ms 41.2MB 40ms 10ms go 1.24.4
go 1.go 140ms 1.7ms 18.6MB 133ms 0ms go 1.24.4

Input: canada 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 2-ffi.go 246ms 7.1ms 145.2MB 240ms 37ms go 1.24.4
go 1.go 742ms 5.5ms 104.8MB 733ms 10ms go 1.24.4

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 7-m.go 695ms 16ms 39.7MB 2387ms 30ms go 1.24.4

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 7-m.go 131ms 3.9ms 22.8MB 350ms 17ms go 1.24.4

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 0-unsafe.cr 36ms 0.7ms 3.0MB 30ms 0ms crystal 1.16.3
crystal 1.cr 65ms 1.5ms 3.0MB 57ms 0ms crystal 1.16.3
go 3.go 121ms 2.4ms 3.5MB 113ms 0ms go 1.24.4
go 3.go 134ms 1.8ms 0.4MB 127ms 0ms tinygo 0.38.0

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 0-unsafe.cr 102ms 0.4ms 3.0MB 90ms 0ms crystal 1.16.3
crystal 1.cr 189ms 6.6ms 3.0MB 177ms 0ms crystal 1.16.3
go 3.go 388ms 5.6ms 0.4MB 380ms 0ms tinygo 0.38.0
go 3.go 395ms 2.9ms 3.5MB 387ms 0ms go 1.24.4

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 0-unsafe.cr 18ms 0.7ms 3.0MB 10ms 0ms crystal 1.16.3
crystal 1.cr 30ms 1.5ms 3.0MB 20ms 0ms crystal 1.16.3
go 3.go 50ms 1.2ms 3.5MB 43ms 0ms go 1.24.4
go 3.go 66ms 1.7ms 0.3MB 60ms 0ms tinygo 0.38.0

mandelbrot

Input: 5000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 315ms 1.4ms 9.3MB 303ms 0ms crystal 1.16.3
go 1.go 3224ms 8.6ms 7.7MB 3213ms 3ms go 1.24.4
go 1.go 3581ms 19ms 3.3MB 3573ms 0ms tinygo 0.38.0

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 17ms 0.4ms 6.4MB 10ms 0ms crystal 1.16.3
go 1.go 137ms 0.8ms 3.6MB 130ms 0ms go 1.24.4
go 1.go 149ms 1.9ms 0.4MB 140ms 0ms tinygo 0.38.0

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 867ms 21ms 64.2MB 843ms 10ms crystal 1.16.3
go 1.go 1100ms 7.0ms 35.5MB 1080ms 7ms tinygo 0.38.0
go 2.go 1430ms 21ms 51.9MB 1407ms 7ms tinygo 0.38.0
go 1-m.go 1489ms 1.4ms 49.0MB 3160ms 40ms go 1.24.4
go 2-m.go 1716ms 9.3ms 43.0MB 3753ms 40ms go 1.24.4

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 174ms 3.9ms 22.3MB 157ms 0ms crystal 1.16.3
go 1.go 220ms 9.6ms 11.6MB 207ms 0ms tinygo 0.38.0
go 2.go 293ms 9.9ms 15.4MB 280ms 0ms tinygo 0.38.0
go 1-m.go 335ms 1.4ms 12.1MB 673ms 23ms go 1.24.4
go 2-m.go 376ms 1.7ms 13.9MB 793ms 20ms go 1.24.4

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 2.cr 342ms 2.4ms 3.3MB 333ms 0ms crystal 1.16.3
crystal 1.cr 350ms 6.8ms 3.4MB 343ms 0ms crystal 1.16.3
go 1.go 352ms 3.6ms 3.5MB 343ms 0ms go 1.24.4
go 1.go 352ms 7.5ms 0.3MB 343ms 0ms tinygo 0.38.0

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
crystal 1.cr 38ms 1.2ms 3.3MB 30ms 0ms crystal 1.16.3
go 1.go 38ms 1.4ms 3.5MB 30ms 0ms go 1.24.4
crystal 2.cr 38ms 0.4ms 3.4MB 30ms 0ms crystal 1.16.3
go 1.go 39ms 1.1ms 0.3MB 30ms 0ms tinygo 0.38.0

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 339ms 8.4ms 71.7MB 323ms 3ms go 1.24.4
crystal 2.cr 348ms 2.9ms 8.3MB 337ms 0ms crystal 1.16.3
go 1.go 359ms 47ms 39.4MB 343ms 0ms tinygo 0.38.0
crystal 1.cr 422ms 6.9ms 43.0MB 413ms 0ms crystal 1.16.3
go 2.go 470ms 2.5ms 20.0MB 457ms 0ms tinygo 0.38.0
go 2.go 750ms 9.1ms 21.6MB 737ms 7ms go 1.24.4

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 1.go 58ms 2.1ms 21.6MB 50ms 0ms go 1.24.4
go 1.go 68ms 2.4ms 10.1MB 60ms 0ms tinygo 0.38.0
crystal 2.cr 87ms 1.4ms 4.5MB 80ms 0ms crystal 1.16.3
crystal 1.cr 90ms 3.2ms 13.2MB 83ms 0ms crystal 1.16.3
go 2.go 119ms 5.6ms 4.1MB 107ms 0ms tinygo 0.38.0
go 2.go 185ms 0.8ms 6.3MB 173ms 0ms go 1.24.4

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 8.go 1207ms 7.6ms 8.6MB 1193ms 0ms go 1.24.4
crystal 1.cr 1981ms 59ms 6.2MB 1957ms 13ms crystal 1.16.3

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 8.go 283ms 3.4ms 8.6MB 270ms 0ms go 1.24.4
crystal 1.cr 456ms 13ms 5.0MB 440ms 0ms crystal 1.16.3

regex-redux

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3.go timeout 0.0ms 126.4MB 4987ms 40ms go 1.24.4
go 3.go timeout 0.0ms 84.8MB 4967ms 13ms tinygo 0.38.0

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 3.go 1793ms 82ms 19.9MB 1777ms 27ms go 1.24.4
go 3.go 2297ms 19ms 23.0MB 2280ms 3ms tinygo 0.38.0

secp256k1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 0-ffi.go 91ms 0.9ms 5.2MB 83ms 0ms go 1.24.4

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 0-ffi.go 25ms 0.9ms 5.2MB 20ms 0ms go 1.24.4

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 4-m.go 1900ms 1.2ms 5.5MB 7423ms 7ms go 1.24.4
go 1.go 3659ms 14ms 5.5MB 3650ms 3ms go 1.24.4
crystal 1.cr 3763ms 15ms 4.6MB 3753ms 0ms crystal 1.16.3
go 1.go timeout 0.0ms 0.5MB 4990ms 0ms tinygo 0.38.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 4-m.go 480ms 0.2ms 5.6MB 1843ms 0ms go 1.24.4
go 1.go 921ms 7.0ms 3.5MB 913ms 0ms go 1.24.4
crystal 1.cr 946ms 8.1ms 4.4MB 933ms 0ms crystal 1.16.3
go 1.go 1398ms 2.9ms 0.4MB 1390ms 0ms tinygo 0.38.0

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
go 4-m.go 125ms 1.2ms 5.5MB 450ms 0ms go 1.24.4
go 1.go 232ms 0.1ms 3.5MB 220ms 0ms go 1.24.4
crystal 1.cr 244ms 2.8ms 3.9MB 237ms 0ms crystal 1.16.3
go 1.go 351ms 0.6ms 0.4MB 340ms 0ms tinygo 0.38.0