Maximum Gain and Maximum Power Transfer
There’s a difference.


conjugate matching reduces the VAR LOSS to real power transfer.
maximum power when matched results and 50% efficiency from a voltage source.
Higher efficiency and gain means less output power but lower input signal when load is say higher impedance than source.  At extremes Gain with no load is twice the voltage but no current so no power.