The size of images you choose is up to you. Just make sure all images use the same size.
For some guidance set yourself a maximum width, based on where the image will be displayed.
For example, will you display the featured image on the Single Post? And if so where would it be displayed and how wide woul you require it. eg. inside the post content. Then 1100px will do.