I have not tried caffeine pills myself, but I have found caffeine in general to be slightly beneficial, but with coffee having the most pronounced effect on my symptoms.
>>djaoue+(OP)
Likely an effect of MAO inhibitors in coffee. Caffeine itself is also a MAO inhibitor (in addition to its primary effect of adenosine receptor antagonism), but there are dozens of others in the brew.