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The funamental difference is a legendre transformation that takes one from lagrange mechnaics to hamilton.

More concretely, euler-lagrange generates second order diffeq's, where hamilton generates 2x first order differential eqs.

I recommend landau lifshitz volume 1 for more details.

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