What is the difference Simplex and Duplex fiber SFPs ?

[from88]

Hello,

What is the practical difference between these two:

1) connection with single optical fiber using bidirectional SFP

vs

2) connection with duplex optical fiber using duplex SFP ?

Is it the simplex bidirectional bidirectional SFPs is more expensive ?

Thank you