Plenty of firewood sites will tell you a hot tub takes “a few logs”. Here is the actual arithmetic, so you can check it or argue with it.
The reason this matters is that moisture is the whole ball game. A log at 40% moisture holds roughly the same raw energy as a log at 15%, but a large share of it is spent turning the water inside the log into steam before any heat reaches your tub.
That is why a tub that “takes four hours” with wood off the back of a neighbour’s hedge takes closer to two with kiln dried. Same stove, same tub, same effort – different wood.
The figures the calculator gives are a fair estimate, not a promise. Wind, an uncovered tub, a stove that needs its baffle cleaning and how attentively you feed it all move the number. Buy for the worse case and keep the spare dry.