In a mixing bowl, mix together olive oil, paprika, black pepper, salt.
Add in the chicken drumsticks and mix well. The legs should be well coated in the seasoning mix.
In a preheated air fryer basket (I have used an Instant Vortex here), place the chicken legs in a single layer, without crowding them.
Air fry the chicken legs at 390 F for 18 minutes. At the 10-minute mark, take out the basket and flip the chicken over so that they cook evenly.
Separately, make the honey garlic glaze. In a small saucepan, heat butter until melted, add the garlic cloves and saute until aromatic (2-3 minutes). Add the honey saute for a minute more and and turn off the heat.
Take out the air fried chicken drumsticks and add to a bowl with the honey garlic glaze. Toss the chicken drumsticks until well coated in the glaze. Serve immediately.