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The best cheaper way I've found to get from Fez to Algiers is flying via Barcelona.
As of April 2016, Fez - Barcelona - Fez is around $35-50 on Ryanair, and Barcelona - Algiers - Barcelona is around $110 on Vueling, for a total price of $150 (round trip).