I would go with a medium finish. It's never really "in style", but it also never really goes out of style. Avoid dark stain because it shows all the dirt and any wear is far more pronounced. I would also avoid wide plank and very narrow plank as they will come and go with other trends. Personally, I like a finish that is not high gloss. Kids and pets scratch the glossy finishes too easily.
The PP suggested dark oak as being timeless. Oak is timeless, but not dark oak. Medium or Medium Dark is probably the most used finish.