I removed the dithering and shaded it based on depth and highlights and all that stuff you consider when shading objects
It's a really common misconception that AA and dithering are your go-to tools for making good pixel art, but in reality they aren't 100% necessary depending on the piece you're making. Dithering is usually better for texture, and AA will come more naturally to you with experience, so don't force it