1. A computer-implemented method comprising: calculating a first set of confidence intervals representing estimated trip durations using a real-time model; calculating a second set of confidence intervals representing estimated trip durations using a historical model; and determining a final confidence interval by applying a selector model which determines whether the real-time model or the historical model is likely to more accurately predict trip durations.