effect of fluorine, iodine substitution on lipophillicity?

[kochibacha]

as i know adding of halogen will increase lipophilicity of the molecule because halogen have high polarizability then high london dispersion force

but im wondering if iodine will increase lipophilicity of the compound more than fluorine as iodine is bigger and processes higher polarizablity

 

thx