Distortion is usually defined as the mean over all source and reproduction values. Consequently, the best rate-distortion tradeoff is generally obtained by having different reconstruction quality per source letter. We argue that this may not be desirable, and evaluate the best tradeoff such that the distortion is guaranteed given the source letter. We present some extensions such as Gaussian sources with memory, and side-information problems.