Following Gary Anderson's withdrawal from the 2019 Premier League, Van den Bergh was selected as one of nine 'contenders' to replace him. He would play a one-off match against James Wade on night eight in Rotterdam, recording a 6–6 draw. Van den Bergh reached two Players Championship finals, but lost in both to Glen Durrant and Krzysztof Ratajski respectively. Later in the year, he would qualify for the World Grand Prix for the first time, but he let a 1–0 lead slip and eventually lost 2–1 to Mervyn King. In the 2020 PDC World Darts Championship, Van den Bergh scored high averages in defeating Josh Payne, Luke Woodhouse and Adrian Lewis, before losing to Nathan Aspinall in the quarter-finals.