Benchmarks

[Imperatorn]

On Friday, 13 October 2023 at 22:45:19 UTC, Imperatorn wrote:
> https://github.com/jinyus/related_post_gen

Sequential processing time, less is better

|    Language    | Time (5k posts) |  20k posts | 60k posts |   
Total  |
|:--------------:|:---------------:|:----------:|:---------:|:--------:|
| D              | 24.76 ms        |  314.14 ms |  2.70 s   | 
3.04 s   |
| C++            | 24.00 ms        | 337.33 ms  | 2.94 s    | 
3.30 s   |
| Rust           |  23.51 ms       | 341.02 ms  | 3.04 s    | 
3.40 s   |
| Go             | 24.22 ms        | 371.65 ms  | 3.28 s    | 
3.67 s   |
| Nim            | 30.02 ms        | 521.70 ms  | 3.56 s    | 
4.11 s   |
| Zig            | 28.62 ms        | 430.33 ms  | 3.81 s    | 
4.27 s   |
| F# (AOT)       | 32.77 ms        | 485.67 ms  | 4.13 s    | 
4.65 s   |
| Julia          | 30.15 ms        | 481.00 ms  | 4.24 s    | 
4.75 s   |
| Odin           | 41.15 ms        | 689.07 ms  | 5.05 s    | 
5.78 s   |
| Java (GraalVM) | 41.00 ms        | 495.33 ms  | 5.28 s    | 
5.82 s   |
| C# (AOT)       | 42.70 ms        | 615.80 ms  | 5.39 s    | 
6.05 s   |
| F# (JIT)       | 45.15 ms        | 623.67 ms  | 5.49 s    | 
6.16 s   |
| Swift          | 50.68 ms        | 712.61 ms  | 6.16 s    | 
6.93 s   |
| Java (JIT)     | 54.77 ms        | 757.00 ms  | 6.44 s    | 
7.25 s   |
| Vlang          | 51.35 ms        | 756.63 ms  | 6.66 s    | 
7.46 s   |
| C# (JIT)       | 57.97 ms        | 772.78 ms  | 6.77 s    | 
7.60 s   |
| Crystal        | 64.96 ms        | 974.49 ms  | 8.64 s    | 
9.68 s   |
| LuaJIT         | 109.53 ms       | 1.51 s     | 12.93 s   | 
14.55 s  |
| Dart VM        | 138.85 ms       | 2.41 s     | 20.96 s   | 
23.51 s  |
| JS (Node)      | 182.00 ms       | 2.44 s     | 22.50 s   | 
25.12 s  |
| Dart AOT       | 185.38 ms       | 2.89 s     | 25.75 s   | 
28.83 s  |
| ocaml          | 140.00 ms       | 2.76 s     | 32.71 s   | 
35.61 s  |
| JS (Deno)      | 192.31 ms       | 2.26 s     | 41.13 s   | 
43.58 s  |
| JS (Bun)       | 763.15 ms       | 11.82 s    | 108.87 s  | 
121.45 s |
| Lua            | 1.09 s          | 16.78 s    | 150.00 s  | 
167.87 s |
| Python         | 1.47 s          | 23.48 s    | 214.99 s  | 
239.94 s |
| Numpy          | 349.48 ms       | 6.67 s     | OOM       | N/A 
      |

Parallel processing time, less is better

|          Language         | Time (5k posts) |  20k posts | 60k 
posts |  Total |
|:-------------------------:|:---------------:|:----------:|:---------:|:------:|
| D Concurrent              | 15.10 ms        |  145.10 ms |  
1.16 s   | 1.32 s |
| C++ Concurrent            | 13.85 ms        | 163.67 ms  | 1.38 
s    | 1.56 s |
| Go Concurrent             |  13.13 ms       | 166.03 ms  | 1.42 
s    | 1.60 s |
| Rust Concurrent           | 14.39 ms        | 186.87 ms  | 1.58 
s    | 1.78 s |
| Julia Concurrent          | 16.85 ms        | 222.67 ms  | 1.94 
s    | 2.18 s |
| F# Concurrent (JIT)       | 22.31 ms        | 288.33 ms  | 2.46 
s    | 2.77 s |
| F# Concurrent (AOT)       | 19.00 ms        | 290.00 ms  | 2.47 
s    | 2.78 s |
| Swift Concurrent          | 31.32 ms        | 393.54 ms  | 3.50 
s    | 3.93 s |
| Java (GraalVM) Concurrent | 38.77 ms        | 592.33 ms  | 4.12 
s    | 4.75 s |