you have to test it, I dont have the machine yet.
15 g dose is finer grind than 18g dose, unless the baskets take account for that and have different hole surface (normally they dont).
A finer grind is much prone to channeling, specially if the grinder is not the greatest, or good, and a finer grind has more surface to extract from, so you end up with higher extractions, that in some let's say medium to dark roasts are not something you want, unless you pull a bit shorter ratios then it's fine.
Maybe with 15g dose if you pull 32g out the aftertaste will be a bit off, spicy, biterish, dry, but if you pull 26 g out from a specific roast you will enjoy it more.
From 18g you might like 36 g out or even 40g cause of slower extraction and coarser grind.
Normally depending on grinder ofc (some grinds much much finer SSP for example) you want to play with higher doses or smaller doses. For darker roasts I get better results in higher doses instead of grinding really fine with small doses.
The shots made from 18-20g for robusta or darker roasts are more velvety, richer, and rounder overall. So I am a bit against smaller doses, depends on coffee, type, your taste. For my coffee I do like 17-18g doses but on 58mm with profiling.
17-18g on 58mm is not equivalent with 17-18g on 54mm, I dont know right now what the difference but for 45mm it was 12g equivalent to 20g on 58mm. I hope you understand what i'm trying to say with the last sentence.
54mm is more forgiving with smaller doses.