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Mplus also lacks a free tier or open-source version, unlike R or Python libraries. Its interface is not as flashy as SPSS or JMP, but its analytical power—especially for mixture modeling, latent class analysis, and handling missing data—is unmatched. This creates a frustrating gap: the people who need Mplus most often can't afford it.