Everything above describes the ordinary, built-in behavior of this category. There is a real line, though, between ordinary slow melt in a closed bin and a machine that has actually stopped working, and it's worth knowing where that line sits so you're not dismissing a real problem as “just how nugget ice works.” A few general signals, as information rather than a diagnosis of any specific unit, are worth paying attention to.
The clearest sign something is wrong is the machine failing to produce new ice at all — the bin emptying out and staying empty rather than being replenished, which points to the refrigeration or auger system itself, not the bin's insulation. A second sign is water pooling visibly outside the bin or leaking from the housing instead of draining internally to the reservoir, which usually means a blocked or misaligned drain path rather than normal meltwater doing its job. A third is the room running unusually warm, or the unit's intake and condenser coils covered in dust or crammed against a wall with no airflow — both make the refrigeration side work harder and can shorten how long a batch stays frozen, independent of the bin itself. A lid that doesn't close fully, or a machine sitting tilted, can also let warm air reach the bin more directly than intended.
None of the three machines in this guide are being singled out here; this is general information about how the category can fail, not a claim that any specific listing is defective. If a unit stops producing ice entirely, shows a persistent error indicator, or leaks rather than drains internally, that's a question for the manufacturer's support line and warranty, not something to work around with a different fill schedule. Gradual softening over an hour or two in a closed bin is expected; a bin that's bone dry with no new ice forming, or one actively leaking onto the counter, is not.