Capacity Planning for Workflow Manager

Some information is available regarding highly available Workflow Manager implementations but I cannot find any information regarding when or how you should perform capacity planning for the workflow manager.
A few questions are jumping out at me.
When would we want/need a dedicated Workflow Manager server? (I can understand if this was shared between multiple farms this may be a benefit but what about from a pure capacity perspective).
Are there any case studies or documentation that we can use as a baseline estimation for capacity for the workflow manager?
Generally speaking for a small/medium farm deployment is it expected that this service also run on the application server?
certifications MCITP, MCTS, MCPD | blog
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@cory_peters

That would really depend on what kind of workflows are being run and the traffic being generated by the users. If you have long and complex workflows, you will need multiple nodes in the farm to handle.
Our tests with very simple workflows on a 16-core 16GB machine with SQL Server on a diff machine showed that it could handle 400 incoming messages per second and 65 workflow executed per second. Now if you have complex workflows, it may slow down further.
If you have one msg per user per second - it may mean 400 users handled per second. But I wouldn't make that conclusion - u must test your farms against your scale needs and accordingly plan your farm capacity
Hope this helps
Ravi Sekhar

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