Yes, sounds like undersized panel relative to ambient temps (which are lowest this time of the year for many of us, leading to this sort of situation after some time with acceptable performance). As already mentioned, knowing the thermostat model, settings and probe placement will help evaluate things, as better thermostats won't let this happen (alarms after too long running without reaching set point).