Compared to/with Jake, Bob is tall. W. Fowler: 'Compare', in the sense 'suggest or state a similarity', is regularly followed by 'to', not 'with'; in the sense 'examine or set forth the details of a supposed similarity or estimate its degree', it is regularly followed by 'with', not 'to'.
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