Combine ground beef, breadcrumbs, egg, onion, garlic, parsley, salt, and pepper in a large bowl. Mix gently with your hands until just combined—don't overmix or the meatballs get dense and tough. I learned that the hard way years ago when I basically kneaded the mixture like dough and they were rubbery. You want them tender, not compressed.
Roll the mixture into 24 meatballs about the size of walnuts. If the mixture feels sticky, wet your hands slightly and they'll roll way easier. Set them on a plate while you heat your skillet—this gives them 2 minutes to firm up just slightly, which keeps them from falling apart.
Heat olive oil in a large skillet over medium-high heat for about 2 minutes. The oil should shimmer and be almost smoking. Once it's hot enough, carefully add the meatballs in a single layer—don't crowd the pan or they'll steam instead of sear.
Let them sit undisturbed for 2-3 minutes without moving them. You'll hear that sizzle start—that's the golden crust forming on the bottom. This is non-negotiable for getting those beautiful caramelized edges that make beef cocktail meatballs BBQ actually special.
Roll each meatball to brown the other sides for about 3-4 minutes more, working in batches if needed so you're not cramping them together. They won't be fully cooked yet, which is totally fine. I usually do this in two batches because my skillet isn't huge and they brown way better with space.
Mix BBQ sauce, honey, and smoked paprika in a small bowl. Once all meatballs have their golden crust, return them to the skillet and pour the sauce mixture over top. Stir gently to coat everything, then reduce heat to medium-low and let them simmer for 8-10 minutes until they're cooked through and the sauce gets all glossy and thick.
Transfer to a serving platter or slow cooker set to warm. Taste one (carefully—they're hot!) and add a tiny pinch of salt if needed. Your beef cocktail meatballs BBQ are now ready to demolish, and trust me, they will be demolished faster than you'd expect.