This is an extension of the $n+1$ vs n problem here: Probability of $5$ fair coin flips having strictly more heads than $4$ fair coin flips
So a common way to think about this is to say that after $n$ tries, both players have the same expected number of heads. So player $A$ has a $50\%$ chance of winning because he gets a head with $50\%$ chance on his last try. But if he gets $x$ more tries than player $B$, does that still stand? He wins with probability $1 - \frac{1}{2^x}$? I did the calculations for a few $n$'s and $x$'s and it doesn't seem to be the case.
What's the answer here? Thanks!