About modifiers and rendering question

Hi, I have a question…
I’am currently preparing a simple animation scene.
I was thinking about the rendering process and wondering, is it better if I apply my modifiers in terms of rendering time and performance? Or should I keep them? Do they speed up the process?
I have some array modifiers and subdivision surface modifiers.

Try a test render but with image size of smaller % and see if your setup does make any differences.
(Okay because it’s simple, maybe time doesn’t matter to much?)