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Background: The aim was to evaluate the reinforcement of the standard therapy with hyperimmune plasma (HP) in Coronavirus-19 disease (COVID-19) patients. Methods: Open-label, multicenter, randomized clinical trial performed in three hospitals in the Balearic Islands. Non-severe COVID-19 hospitalized patients with clinical time evolution equal to/less than 7 days were included, and randomized in: plasma group (PG) (n = 37), receiving 600 mL divided into two doses from convalescent plasma donor, administered on days 1 and 2 after the enrollment; and control group (CG) (n = 17). Primary outcome was the time for clinical improvement within 21 days, defined as patient achievement of categories 8, 7, and 6 in the Adaptive COVID-19 Treatment Trial scale (ACTT). The trial was terminated early due to the impossibility of recruitment due to the pandemic. Results: PG presented better scores on the ACTT scale at 7 days after HP infusion, whereas CG was needed 14 days to achieve similar results. The plasma infusion was safe. Conclusions: Despite the tendency observed in the plasma group to achieve slightly earlier better physical condition compared with the standard treatment alone. The administration of HP has been shown to be a safe therapy. No robust evidence was found to affirm a therapeutic effect of the early administration of two infusions of HP for non-severe COVID-19 infected patients. The interpretation is limited by the early termination of the trial, which resulted in a small sample size.