Yes they do share the exact same SOC on the current iPhone/iPad (as mentioned below). They will almost certainly share the same SOC with the new iPad.
So yes whilst the iPhone 6 will have better performance than the 6+, it won't matter because the 6+ will be comparable to the iPad.
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