It doesn't really matter what log base you use, visually speaking. All log bases are just multiplicative differences from one another: it's like asking whether it matters if you plot height using feet or meters. It just affects where your ticks go.
yep, this was a fun aspect i discovered when doing the implementation as well. the log base just affects the tick/grid selection and where you might want to "nicely" snap the min and max to.