The cost depends on scale and complexity. For a single event (product launch, client day or brand activation), it averages between €15,000 and €75,000, all in. Besides the event costs, an agency usually charges a fee for concept development and project management (10 to 20%).
Always ask how the agency measures the success of the event. That determines the real ROI.