A touch display panel, a manufacturing method of a touch display panel, and a display device are provided. The touch display panel includes a substrate and a touch electrode on the substrate. The touch electrode includes a first electrode line extending in a first direction and a second electrode line extending in a second direction. The second direction is different from the first direction. The touch electrode also includes an intersection area. In the intersection area, the first electrode line intersects with the second electrode line. At least one of the first electrode line and the second electrode line includes one or more concave structures in the intersection area.