We derive the strongest individual fitness distribution on a variation for a species survival model proposed by Guiol, Machado and Schinazi [5]. We point out to the fact that this distribution relies on the Gauss hypergeometric function and when $p=\frac{1} {2}$ on the hypergeometric function type I distribution.