The Karnak Service predicts how quickly batch jobs will start on XSEDE resources.
An enhanced Karnak service (version 2) is now available which improves predictions and can now group resources into fast, medium, and slow or other categories. Users that run many jobs should achieve better throughput by submitting them to multiple resources in the desired category.
More information is available on the XSEDE Karnak home page.