The video ranks 20 triceps exercises based on their effectiveness for muscle growth, categorizing them from S to F tiers. Key criteria include high tension, comfort, and simple progression. The overhead cable triceps extension is crowned the best exercise, while the dumbbell kickback is deemed the worst, emphasizing the importance of varied shoulder angles for balanced development.