Linz went behind to Samir Muratovic´s 25th-minute goal but Mayrleb netted in the 75th and 86th minutes to snatch the three points.
Karl Daxbacher´s men now have a one-point lead over second-placed Salzburg while Sturm Graz are fifth.
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