Chloroform is favored due to its ability to effectively remove alcohol and render tissues transparent without causing excessive shrinking or hardening. Compared to other clearing agents like xylene and benzene, chloroform is less toxic and has a higher boiling point, which makes it suitable for use in histological protocols.