Contest desk
A contest puts several independent reviewers on the same repo. Findings are graded in-house, then you get one report.
When a contest fits
A first public release, a large diff, or a stack that needs more than one pair of eyes on a deadline.
When a retained desk fits
Follow-up diffs after the first paper, or a calendar you already know.