We classify all smooth projective horospherical varieties of Picard group $\mathbb{Z}^2$ and we give a first description of their geometry via the Log Minimal Model Program.
Keywords: Log Minimal Model Program,Horospherical varieties,Projective varieties with small Picard group,[MATH.MATH-AG]Mathematics [math]/Algebraic Geometry [math.AG]