Heat the oven to 400°F and line a rimmed sheet pan.

Coat the grapes with olive oil, rosemary, salt, and black pepper, then spread them across the pan.

Roast until some grapes split and their juices begin to thicken.

Drizzle the hot grapes with balsamic vinegar and serve warm or at room temperature.