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This study simulates Computer Adaptive Testing (CAT) for ESL vocabulary placement using a 96-item bank and the Generalized Partial Credit Model. It finds no superior algorithm for measurement accuracy but identifies efficient ones that expedite testing, benefiting marginalized groups.