It does exist for Windows (i.e. I compiled and ran Flutter app on Windows).

It's just slightly behind macOS and Linux in maturity.

In general desktop support is "early alpha" quality.

I'm hoping that in a year or two Flutter will be a solid option for mac/linux/windows desktop apps.

For now we have to accept that it's an alpha quality software.