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The more the computers, the less the speed. The computers will share the available bandwidth.

However, I have connected 3 computers (running) to my Linksys E 1000 wireless router with no noticeable drop in speed. Home users will not see much of an issue with speed. If 10 computers (or devices) are all connected and running, yes, there will be a drop in speed.