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Editorial Team
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Editorial Team
Asked: May 19, 20262026-05-19T21:50:43+00:00 2026-05-19T21:50:43+00:00

Do you know which is the safest Queries Per Second rate in update on

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Do you know which is the safest Queries Per Second rate in update on a single entity without incurring in write contention?
Reading this document about sharding it clearly says:

it is important to note that you can
only expect to update any single
entity or entity group about five
times a second
. That is an estimate
and the actual update rate for an
entity is dependent on several
attributes of the entity, including
how many properties it has, how large
it is, and how many indexes need
updating.

I’m having timeout problem even with one update per second and a comment in this answer has baffled me:

You can still get write contention on
individual entities if you’re doing
more than about 1QPS of modifications
to them

Am I missing something?
How could my GAE app scale if I can’t even update a single entity per second without incurring in Timeout errors?

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  1. Editorial Team
    Editorial Team
    2026-05-19T21:50:44+00:00Added an answer on May 19, 2026 at 9:50 pm

    The reason for the variance is because this isn’t a hard limit. If you do 1 QPS of updates to an entity group, you probably won’t notice any significant increase in timeouts or latency at all. If you do 5 QPS, you’ll probably see an increased rate of timeouts, and noticeably higher latency. Beyond that, contention issues will get worse.

    Generally, I think of 1 QPS as the design goal to build around, to give a reasonable margin of error for spikes.

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