Soviet improvement as the war went on was a function of lend lease, Red Army finally recovering from the Stalinist officer purges, and Germany’s failures (incompetence, lack of material, overstretched supply lines, etc.)
Regardless, the Red Army no longer exists and Soviet Cold War doctrine isn’t really relevant to this conflict.