We study finiteness classes arising from Ramsey-theoretic principles in set theory without the Axiom of Choice. First, we answer a question of Brot, Cao, and Fern'andez-Bret'on concerning Gowers’ theorem. The operation gives rise to a finiteness notion for each , but we show that this notion is independent of the value of : the resulting hierarchy collapses, and every level is equivalent to -finiteness, i.e., to Dedekind-finiteness of . We then turn to the Rainbow Ramsey theorem and the Canonical Ramsey theorem. The corresponding failure classes and are genuine finiteness classes contained in . We prove several inclusions placing them relative to standard Ramsey-theoretic finiteness classes of Brot–Cao–Fern'andez-Bret'on, prove their independence from the collapsed Hindman–Gowers class, and analyze the parameter dependence of the rainbow classes through Fraenkel–Mostowski examples. The finer questions of strictness, and the full two-parameter structure of the rainbow classes, are left open where the present arguments do not settle them.

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