The best format for a favicon image is .ico. You can design your favicon in any graphic design software and upload your image in a favicon generator tool like favicon.cc. The tool will convert your JPEG or PNG image into ICO format, which you can insert into your WordPress website with sizes 16x16 (for web browsers), 96x96 (for desktop shortcut icon), and 32x32 (for taskbar shortcut icon).