The file format commonly used for high-quality images on the web is JPEG (Joint Photographic Experts Group). JPEG files are widely utilized due to their efficient compression algorithms, which reduce file sizes while maintaining good image quality. This makes them ideal for online use, allowing faster loading times and reduced bandwidth usage.