Yes, you are reading correctly. The 100-400 L is slightly better than the 70-200 with extenders at 280 and 400mm, and the Tamron 150-600 and the 100-400 are within a whisker of each other. Canon TCs are overpriced.
The Canon TCs won't fit on to the Tammy so I couldn't test it. But, I would guess that the Kenko etc ones will give terrible IQ and AF.