If you are dealing with uV level signals, DC bias helps to bias the diodes at the beginning of the knee of the curve with inductive isolation between DC and RF.
Image rejection, f band and width of RF and LO required for IF are all variables as well as THD or IP3 intercept.
Amplified RF signals won't need the DC bias and max input current will be specified.
https://www.minicircuits.com/pdfs/MDB-73H+.pdf is a good example of a simple yet high perfomance DBM with LO,RF from 2.2 to 7 GHz with IF =0 to 1.6GHz low compression, low IP3 and low noise figure.
Modern DBM's may use ceramic substrate and GaAs diodes.