One example is that GJ stops being generally efficient in arbitrary precision settings. Many people will never have to deal with this, but if you are doing cryptography, it matters.

For example, while you can use GJ to calculate the determinant of a matrix, this can easily become exponential, and for integer matrices (or generally for matrices over division rings), there is an alternative method (the Bareiss algorithm) that is actually efficient.