Systems and methods for implementing a hybrid crowdsourcing platform are provided. The hybrid crowdsourcing platform can receive a work request having a task with a plurality of units of work. One or more of the units of work can be suitable for completion by either a computer-based resource or a crowdsourcing resource. The individual units of work for the task can be analyzed to identify metrics associated with completion of the unit of work by the crowdsourcing resource and by the computer-based resource. Based on these metrics, the units of work can be assigned for completion by either the crowdsourcing resource or by the computer-based resource to improve the utility of the solution to the task.
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