Gain of an experimental first order step response
Yes. But for a system to have a single gain value requires a linear relationship between input and output. In that case, the gain is the difference in the output at steady state over the difference in the input, just as your formula describes. So the system gain, at least between 10% and 20% input, is 10.8 RPM per % duty.