While memory foam mattresses have numerous benefits, they also have some drawbacks. They can retain heat, which may not be suitable for hot sleepers. When new, memory foam mattresses can have a chemical odor, although this usually dissipates over time. They may be more expensive compared to other mattress types and can be difficult to move due to their weight.