A visual tool may be provided to display information associated with computer job allocation and to allow a user to explore different job configurations. Jobs executing on a computing environment comprising a shared pool of configurable computing resources may be monitored. Cost and duration estimates may be determined with uncertainty associated with the cost and duration estimates. Sandbox environment may be provided that allow users to manipulate one or more different job configuration options for executing the jobs in the computing environment.