Fill rate and quality should not be treated as opposites. Publishers can improve monetization by packaging traffic better, testing placements carefully, and keeping the experience readable for the audience.
That makes it easier to know which change actually helped.
Users who trust the page are more valuable in the long run.
Buyers respond faster when they know what they are getting.