Quantum information theory has been greatly developed in the past decades, and many theoretical problems are related to matrix theory. We study the equality condition for a matrix inequality, K⋅rank(∑Ki=1Ri⊗Si)≥rank(∑Ki=1Ri⊗STi), where Ri’s are linearly independent matrices of the same size, and Si’s are linearly independent matrices of the same size. The inequality used to be a conjecture since 2013 and has recently been proven in the paper [Z. Song, L. Chen, Y. Sun and M. Hu, IEEE Trans. Inform. Theory69 (2023) 2385]. We study several cases such as that Ri’s are column vectors and Si’s are of various sizes. It turns out that some cases never satisfy the equality condition.