Will a smart thermostat actually save me money?

The consensus is qualified yes. Manufacturer claims cite up to 23–26% savings, and an HVAC-focused community thread we read called the savings 'legit,' but several long-term owners on r/ecobee and a tech forum noted savings only materialize if your behavior and schedule actually change. Treat the headline percentages as best-case rather than guaranteed.