Ferrite beads are sold by small-signal impedance at some frequency, at zero DC. (I'm amazed those TDK parts are even sold by inductance!)
They are not intended to function under DC bias (despite their typically generous current ratings, and frequent use in power supply rails).
Inductors are sold by inductance and DC bias. (Conversely, they don't usually specify impedance at frequency, which makes it difficult to estimate efficiency.)
Inductors are made to store energy, ferrite beads are made to crudely filter (or dampen) small signal pins.
Shop accordingly

Tim