Embodiments of the present disclosure provide a generation apparatus and method for evaluation information, an electronic device and a server. The generation apparatus for evaluation information includes: an acquiring unit configured to acquire an image to be evaluated; an analyzing unit configured to analyze the image to be evaluated according to pre-obtained information; and a generating unit configured to generate evaluation information of the image to be evaluated according to an analysis result of the analyzing unit. The evaluation information may be provided to a user for reference before shooting and/or publishing a photo, so that the user may adjust a content and/or a parameter of shooting, decide whether to shoot and/or publish the photo, and decide people to whom the photo is published, thereby improving user experiences.