Bullet portfolios

Why does a bullet portfolio underperform a benchmark (on the run US Treasuries) in a parallel upward move?

both up or down move (parallel shift) the barbell outperforms the bullet due to the greater convexity of the barbell.

Where does it say that in the curriculum?