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The best choice for uploading a logo with a transparent background is the PNG file format. PNG, which stands for Portable Network Graphics, supports transparency, allowing for flexible layering and proper display over different backgrounds. This capability is essential for logos where parts of the image need to blend seamlessly with the website’s color scheme or image elements.

In contrast, JPEG does not support transparency at all; images saved in this format will have a solid background, which is unsuitable for logos that require a transparent background. GIF also supports transparency, but it has limitations in terms of color depth and can only display 256 colors, making it less ideal for detailed graphics like logos. While SVG format is excellent for vector graphics and maintains quality at different scales, it may not always be the preferred choice for specific use cases such as simple logos depending on how the file will be managed or served in a website context.

Thus, the versatility and quality of the PNG format make it the most suitable for Antonio's needs in this scenario.