Low-income households gain the most because a UBI represents a much bigger percentage boost to their income, lifting people out of poverty and giving real breathing room middle earners don't need as desperately.
Yeah, plus it slashes welfare red tape and lets them chase education or gigs without poverty traps holding them back.