What to expect of queue time for running deep research in the API?

How do I know what to expect for long queue times when using deep research in background mode?

I am trying to use this but have not seen any tasks leave queuing after even an hour. What’s the expectation here? Should I expect a difference between o3 and o4-mini? Currently deep research feels unusable in the API because of this.

Thanks

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