In general Nvidia makes a superior product, but it really depends what you are talking about [1]. The new Nvidia 980Ti has the best power/price at the moment. However, AMD is increasing power efficiency and being competitive, competitive enough that I buy their GPUs because they work (or did) better with Linux.
With the new GPUs I anticipate them being even more competitive if not outright better for the power/price and power useage.