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Different history match runs are usually compared in reservoir simulation by observing the results on a plot. Sometimes the comparison is doubtful like when a run gives a good match for some wells whilst another run gives a worse result for the same wells but leads to a better simulation for other wells. Doubts can be present also when the simulation of a well fits a parameter in a run or a different parameter in another run.