The number of inputs to a gate is an independent restriction or allowance on the circuit. The number of gates in a circuit is simply the number of gates.
Of course you can always measure the two separately. For example the $W$-hierarchy in Parameterized Complexity can be defined in terms of the large-gate depth (called in this context the weft) of families of circuits (i.e. the maximum number of gates with unbounded fan-in on any path from the inputs to the output).
Of course we can also take an unbounded fan-in gate (if we're sticking to AND/OR at least) and replace it with a circuit consisting of a several bounded fan-in gates, but the size may increase significantly.