Is a New Home Builder's referral gift/money given to a referrer taxable?

It's taxable income to you. And it may also be illegal income if you don't have a real estate license but that's another question. But it's still taxable and no, it won't be net of taxes; you'll have to claim it and pay the tax when you file your return.