Phd offer negotiation sounds dull. It is not, because it is where outcomes get decided. I would rather trust a PhD stipend database search tool by program than a stranger's anecdote. Data beats stories here. OfferCalc is free, and it covers PhD stipend by university too. Hard to argue with that.