If you're trying to make your Drupal site as fast as possible, you might consider using a static HTML file for page not found (404) errors. There are various other solutions that can help make Drupal faster in these situations while still letting you take advantage of Drupal-level redirects and whatnot, but a static page is always the fastest.

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