Google is now taking site speed into account in its search rankings. Site speed is just one of over 200 signals used to determine search ranking, and because it's a new signal, it doesn't carry as much weight as the relevance of a page.
You can look at Site Performance in Webmaster Tools and try developer tools such as Page Speed, YSlow, and WebPageTest.org, to learn about speeding up your website.
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