The short answer
Frequent running is not automatically failure, but constant running, short cycling, discharge backup, strange noise, or rising water in the pit should be treated as a warning.
After heavy rain or spring thaw, a sump pump may work hard for a while. But nonstop running, rising water, or a wet basement means the system needs attention before a nuisance turns into damage.

Start with the clearest answer, then read deeper only when it matches what the home is doing.
Frequent running is not automatically failure, but constant running, short cycling, discharge backup, strange noise, or rising water in the pit should be treated as a warning.
The same symptom can come from more than one relationship, so compare what you notice with the possible mechanisms.
A sump pump is the last visible part of a larger water story. Gutters, grading, footing drains, groundwater, discharge location, frozen lines, and the pump itself all affect how often it runs. The useful question is whether this pattern is normal for the home after weather events, or whether something changed.
The pump may run often because water is entering the pit continuously. It may short-cycle because the float is set wrong, the basin is small, or water returns through the discharge. It may run but not move enough water if the pump is weak, the check valve fails, or the line is blocked or frozen. In thaw season, a system that worked last year can struggle if discharge conditions or groundwater patterns change.
Separate useful observations from assumptions so you know what to mention and what still needs testing.
Notice whether the pump empties the pit, whether water returns immediately, whether the discharge line is clear, whether the pump sounds different. Also note whether the basement has any damp spots or seepage.
A pump that turns on is not automatically a pump that is protecting the basement. The important question is whether water is actually leaving the home and staying away from the foundation.
Lake-area homes, older basements, rural properties, and seasonal camps can see heavier water loads during thaw, storms, and opening season.
Move to another question when the pattern is not quite the same.
Why repeated resets are a warning pattern, not a fix.
How to describe pump, tank, filter, and fixture patterns.
Why cold weather can expose propane heating problems.
How closed-up homes, humidity, drains, and HVAC interact.
Why comfort is not just the thermostat setting.
A preseason check can catch power, float, discharge, and backup concerns before the water rises.
Service becomes relevant when the pump runs constantly, fails to lower the pit, discharges back toward the home, trips power, makes unusual noise, or the basement starts showing water.
A busy sump pump may be normal after weather, but the discharge path and water level tell you whether it is keeping up.