The answer to this will vary from publisher to publisher. Thus running A/B tests and collecting real data from pages running Prebid to get an answer would be the best path to take. More bidders might sound like a good idea to increase the profit (in theory, it might actually increase profit), however, it would increase page latency too, which ultimately decreases revenue.