Stéphan led Rennes to their first trophy in 48 years on 27 April 2019 in the Coupe de France, beating Paris Saint-Germain 6–5 in a penalty shoot-out in the final after drawing 2–2. He faced the same opponents on 3 August in the 2019 Trophée des Champions, a 2–1 loss.