There have been discussions about how many viable strategic nuclear weapons Russia might still have, and with things like laser defense systems, how many of the warheads could actually reach their targets.
Russia might get tempted to use tactical nuclear weapons, but might also get some strategic ones in return, if the West believes that Russia no longer has MAD capability (and seeing the “ludicrous display” of Russia’s military, I wouldn’t be surprised if that was the case).