Number of non-equivalent first order logic formulas of rank k with no free variables

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What is the best known lower bound on the number of non-equivalent first-order logic formulas of rank k with no free variables? For concreteness, we can consider the vocabulary of finite graphs.

The upper bound by doing structural induction on the definition of quantifier rank gives a non-elementary function. Do we know a non-elementary lower bound?