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You can always use "!s" to fetch the results through startpage.com, which anonymizes your Google query.

Is there a difference between using Startpage through DDG, and just using Startpage?

No - DDG simply redirects your query to Startpage. For me, it's just a convenient way to reach out to Google when DDG doesn't cut it.