Among the main factors affecting maize (Zea mays L.) productivity, water scarcity stands out, especially during the early stages of development. This study aimed to evaluate the tolerance of maize cultivars subjected to water deficit conditions during germination and early seedling growth. The experiment followed a completely randomized design in a 20 × 3 factorial arrangement, consisting of twenty maize cultivars (‘BRS 2022’, ‘BRS 4103’, ‘BRS Cruzeta’, ‘BRS Gorutuba’, ‘Capo 22’, ‘HTC697’, ‘HTC717’, ‘HTC795’, ‘MC 70’, ‘PF 7008’, ‘Potiguar, Sintético 91801587’, ‘Sintético 91801590’, ‘Sintético 91801592’, ‘Sintético 91801596’, ‘Sintético 91801599’, ‘Sintético 91801600’, ‘Sintético 91801601’, ‘Sintético PESAGRO-RIO’, and ‘UFLA JM100 POP AXB’) and three polyethylene glycol (PEG-6000) concentrations at water potentials of 0.0, −0.2, and −0.4 MPa to simulate water deficit. The analyzed variables included germination, first germination count, germination speed index, shoot and root length, root volume, shoot and root fresh and dry mass, and electrolyte leakage. Water deficit reduced germination and vigor in the maize cultivars. The potential of -0.4 MPa had a significant impact on shoot length and shoot fresh mass of the cultivars, causing mean reductions 75%. The cultivars ‘BRS 2022’, ‘UFLA JM100 POP AXB’, ‘Sintético PESAGRO-RIO’, ‘PF 7008’, ‘HTC697’, ‘BRS Gorutuba’, ‘Sintético 91801596’, ‘MC 70’, ‘Capo 22’, ‘BRS Cruzeta’, and ‘Potiguar’ were the most tolerant at −0.2 and −0.4 MPa. The cultivars ‘HTC717’, ‘HTC795’, ‘Sintético 91801587’, ‘Sintético 91801590’, ‘Sintético 91801599’, and ‘Sintético 91801600’ were the most sensitive under more severe water deficit conditions (−0.4 MPa).