Hey gotmejerry.

First consider the determinant of both expressions which is the product of the eigen-values. If all eigen-values are different then you should have linear independence which implies the matrices are non-singular.

If this is the case and you have three different non-zero eigenvalues with the same determinant for both expressions, then the eigenvalues have to be the same.