An analysis of the residuals between the models and the data would probably show a skewed distribution that's most likely centered above zero due to the «warmbias» built into the models.
Note that the residual from a proxy - based global reconstruction is much smaller (Crowley et al., 2014), raising questions if the strong bias of observed data toward the Atlantic sector enhances the residualwarming.