Hmm.
For me, all things being equal, when the same tobacco blend smoked out of the same pipe starts to taste different, it's time for that pipe to be thoroughly cleaned.
If this has nothing to do with the cleanliness of the pipes, then possibly it has to do with what you ate or drank before or...