I believe many people prefer native desktop applications to the typical bloat of a web application. There are some exceptions, and I am an older guy with heavy bias, but I would pay double for a native desktop application over a browser based application for just about anything.
If I wanted to use it on my phone, I'd take a scaled down version, targeted with features needed to be available on-the-go.