In addition to CMB being tough to explain, the distant universe is different — for example, quasars are far away/old. You would expect them to be more evenly distributed in a steady-state theory.
There was no expansion in the steady state model while, in this new model, it’s easier to explain the perfect black body curve of the CMB.