The simplex optimizers in MOSEK are not parallelized and hence cannot exploit multiple threads.

The iterations in the simplex algorithm very serial in nature, and each iteration performs so little work that they cannot efficiently be parallelized.

To our knowledge, no high-performance large scale parallel simplex is currently available.