We prove non-asymptotic bounds on small deviation probabilities for the largest eigenvalue of a complex Hermitian Gaussian random matrix. This can be seen as a quantitative version of Tracy-Widom limit theorem. The same results have been obtained independently by Michel Ledoux using different techniques.

**
E-mail : **

aubrun (arrobas) math. univ-lyon1. fr