No, Plugins that are inactive or deactivated don't slow down WordPress. Deactivating a WordPress plugin simply turns it off. The plugin is still installed on your site, so you can activate it again if need be. Uninstalling a plugin, on the other hand, removes it from your website completely. If there are deactivated plugins preset, they will be treated as if they didn't exist. WordPress will load only the active plugins.
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