RunDiffusion makes it easy to run multiple OpenSource Application sessions at the same time. This is perfect for testing different workflows, comparing results, or running separate projects in parallel. --- Why do I need multiple sessions? Launching multiple sessions is especially useful when working on projects that require significant processing time.