Coolant Drain Plug is Broken

So, it appears as though my engine coolant drain plug is broken. Attempted removal of the broken head was made with no luck, can tell from the groves on the inside.

Now, my question is, leave it as is and don't perform a coolant flush, OR should I remove the larger piece with a 14mm socket?