Motivated by recent study of capillary hypersurfaces, we introduce a special designed Minkowski or Finsler metric induced from Zermelo’s navigation. By studying normal flow under this metric, we establish an optimal Heintze-Karcher’s inequality for capillary hypersurfaces in a Euclidean half space or a Euclidean ball. This is joint work with Guofang Wang.