I'm SE and there are quite a few tax breaks available, especially if you structure as a S-Corp. The hard part is figuring out what all tax breaks are available as they're constantly changing, like last year you can deduct dental insurance premiums.

I still pay an eye watering amount, and being SE shows you the brutality of the system (estimated taxes are insane, especially the payment schedule for them when you're NET 30/60).