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The effects of a capacity extension on system performance can vary.
If the system has a good controller with lots of cache, it probably won't hurt the performance at all. Two different sized disk units are not usually a problem, but three sometimes are.
Since the system performance depends on the workload, it is probably not possible to predict this with great reliability in advance, and since the capacity already needs to be extended, it is likely that the workload is changing as well.
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