Energy storage cabinet and energy storage device are provided. The energy storage cabinet includes: a plurality of columns, a plurality of beams, and a plurality of lifting assemblies. The plurality of columns is arranged at intervals. Each of the beams is connected between two adjacent columns. The plurality of columns and the plurality of beams jointly enclose to form an accommodating space. The plurality of lifting assemblies is connected to the plurality of columns respectively. The lifting assembly includes a lifting plate. The lifting plate is provided with a lifting hole. The lifting hole is used to be hooked by a hook of a lifting machine to lift the energy storage cabinet.