Agreed. Transitioning to higher level books and chapter books does not need to eliminate all picture books!

You may wish to do a web search on "high level picture books". There were a few old posts on old threads which mentioned lists of high level picture books. Using Picture Storybooks to Teach Literary Devices may also be of interest.