To be a bit honest, I'm a computational scientist who's never seen anything near 100K and likely never will. It's hard to imagine not having around 4 times my salary and not being able to start something myself.
I think your premise is significantly correct; things like launch HN (and even YC startups) are heavily software biased. I suspect you'll find about a hundred product hunt products for every physical kickstarter/indiegogo.