A lot of talk lately about the reliability of the ensembles and I can see where people are coming from. However we must remember that the ensembles are only tweaked at small variances from the early part of the operational. Therefore if a model's operational run has changed markedly early in its run to a milder theme say, then it follows that all the ensembles will start from that milder base. This will have the effect of the flip flops we have seen recently. The ensembles turn arounds are therefore more likely to occur when Model divergence starts early say T72 instead of T120. With this in mind the use of ensembles can still be used as a useful tool :unsure: