Hi Dongliang,

The API guide 
<https://developers.google.com/adwords/api/docs/guides/rate-limits#differentiate_queue_or_rate_limiter_for_new_accounts_vs_established_accounts>
 you 
mentioned earlier is just giving a recommendation to use different 
throttling or queuing strategies for *new* and *established accounts *to 
maximize their throughput since they have different rate limits and is not 
necessarily differentiating between  *test* and *production accounts*. Having 
said that, the varying speed or response time of your API calls should not 
be affected by whether they were executed from either your test or 
production account.

As for the different access levels, the main difference is primarily on daily 
operational limits 
<https://developers.google.com/adwords/api/docs/ratesheet> and shouldn't 
have any impact on the response time of your API calls.

Regards,
Ivan 
AdWords API Team

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