Fire and EMS agencies do not measure overtime the way a 40-hour office job does. FLSA Section 7(k) lets them declare a work period of 7 to 28 days and pay overtime only on the hours above a set cap for that period.
For fire protection employees, a 28-day work period caps straight time at 212 hours (29 CFR 553.230). A straight 24/48 rotation runs about 224 hours in that period, so roughly 12 hours of overtime are built into every cycle whether anyone works extra or not.
A Kelly day is how departments pull that average back down. Drop one shift every eighth tour and the same 24/48 lands near 196 hours per 28 days, under the cap. The calculator shows you that position live as you change the cadence.