I agree it's very misleading but they do clarify it in the first sentence of the help page.
Google Web Designer is an advanced web application that's built with HTML5 which lets you design and build HTML5 advertisements and other web content using an integrated visual and code interface
Google Web Designer is an advanced web application that's built with HTML5 which lets you design and build HTML5 advertisements and other web content using an integrated visual and code interface