Let us call the first fundamental form $I$, the second fundamental form $II$, the principal curvatures $k_1$ and $k_2$, and the Gaussian curvature $G$.
Wikipedia states that $G = k_1k_2 = \tfrac{det(II)}{det(I)}$. However, it also states that $k_1$ and $k_2$ are the eigenvalues of $II$. This is a contradiction, because that means that $k_1k_2 = det(II)$ according to basic linear algebra, and hence these two definitions imply that $det(II) = \tfrac{det(II)}{det(I)}$ by the transitive property. How do we resolve this discrepancy?
The first line of the Principal curvature article says
The shape operator has matrix $I^{-1}I\!I$, hence $\det{(I\!I)}/\det{(I)} = k_1k_2$, as you say.
Now, the article does not say that they are the eigenvalues of $I\!I$ in general: it says
In an orthonormal basis, $I(X_i,X_j)=\delta_{ij}$ is the identity matrix, so if you work in an orthonormal basis, the principal curvatures are eigenvalues of the matrix of $I\!I$ in that basis.