I extracted phycobilin compound using 50% methanol (sample) as phycobilin is water soluble. I have tried mixture of hexane and ethyl acetate in ratio (2:1) as mobile phase and silica gel as stationary phase. The band separated but doesn't eluate.
nopolar : hexane , toluene , pentane , etc... [ water is immiscible with this solvents ] , you will get list of polar and non polar solvent with Rf value .....from google.