Do rotomolded coolers need to be pre-chilled?

Yes. Reviewers across YouTube tests and Reddit threads emphasize that thick rotomolded walls absorb heat from the cooler itself, so pre-chilling the empty cooler with sacrificial ice for several hours (or overnight) dramatically improves real-world ice retention.