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Predict the order of elution for a mixture containing caffeine and benzoic acid, using a reverse phase HPLC. Explain your answer.

My try

Since benzoic acid is more acidic that caffeine, which means it has a lower PH, it is hence more polar. Since for HPLC, the mobile phase is the polar phase, elution of polar compounds will be favoured hence benzonic acid will be eluted first. Is my answer and explanation correct. Could anyone explain. Thanks

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The logic is wrong. Lower $pH$ (actually you mean $pK_{a}$ here) does not mean more polar.

It is more complicated to decide the polarity then you think. For reverse phase HPLC, the more polar and more soluble compound come out first. For reverse phase HPLC, it is common to have acid (TFA for example) in the eluent. It this case, caffeine can be protonated and become much more polar because it is ionic now. Solubility is another factor to consider. So if you want to predict the order, you have to provide more information.

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