How people actually roast nuts
Almost everyone starts in an oven, tries an air fryer, and then either stays there or looks for a machine. Here is the honest version of each, ours included.
The oven
Costs nothing. Perfectly capable of producing good roasted nuts, and the right place to start.
Where it runs out: an oven caps air temperature and that is your whole control. The nuts sit still, so they roast by depth unless you stir. And you cannot see the product temperature — which matters more with nuts than most things, because the usable window is measured in a minute or two.
The air fryer
Fast, and genuinely good for small quantities. The moving air roasts evenly and quickly.
Where it runs out: capacity, mostly — a few hundred grams. And its strength is also a hazard: high-velocity hot air on an oily nut browns very fast, so the margin for error is even thinner than in an oven.
The pan
Fine for a handful, and you have total sensory contact — you can see, hear and smell everything. Constant movement, low heat, take them off early. Does not scale past a snack.
Countertop nut roasters
Small dedicated machines exist, generally in the $80–150 range for home use. They tumble, which beats a tray, and they are simple. Capacity is modest and control is usually a dial rather than a temperature you can read.