If they charge, but then run down fast, it's a sign that the batteries are just too weak to take/hold a full charge and, yes, it's time for replacements.
battery on hand set does not charge- bought a new batt still does not charge -the phone is about...
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battery on hand set does not charge- bought a new batt still does not charge -the phone is about 15yrs -old two line cordless