This disclosure relates to systems and methods for adaptive configuration of software based on current and historical data. In one embodiment, a method is disclosed, which comprises receiving first data that reflects a first status of an execution of a software task. The method further comprises determining, based on the first data, a first set of configurations to be provided for the execution of the software task, wherein each configuration of the first set of configurations is associated with a weight that reflects a statistic measurement of a prior status of an execution of the software task when the configuration is provided, and wherein the first set of configurations are ranked based on the weights. The method also comprises providing, based on the ranking, at least one of the first set of configurations for the execution of the software task.