A few thoughts:

   - Are you taking into consideration loading requests?  These will cause 
   pauses which can last a few seconds.
   - Have you enabled warm-up requests?
   - What do your logs say are causing the 5xx errors?
   - Have you looked at the logs for what may be causing the long pauses?  
   i.e. are they delays caused by communications between your test PC and the 
   app, or entirely within the GAE app?
   - It's very easy to set up task queues to give you the same stats and 
   give you a comparison - personally it sounds like task queues would be a 
   good fit for your requirements, based on the slightly vague information!

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