GMZ2 adjuvanted by aluminum hydroxide is a candidate malaria vaccine that has successfully passed phase 1 clinical testing in adult German and Gabonese volunteers and Gabonese children under five. Here we report a preclinical study screening a series of adjuvant vehicles and Toll-like receptor (TLR) agonists in CB6F1 mice to identify an improved formulation of GMZ2 suitable for further human clinical studies. GMZ2 formulated in an oil-in-water emulsion plus the synthetic TLR4 agonist GLA elicits the highest (a) vaccine-specific IgG2a and total IgG titers, (b) parasite-specific IFA titers, (c) levels of Type 1 cytokine responses (IFN-γ), and (d) number of long-lived-plasma cells (LLPC) secreting antibodies against both the GMZ2 fusion and its two components. Thus, GLA helps to elicit a vaccine-specific Type 1 antibody profile together with high levels of LLPC, both of which are thought to be essential for the development of long-term protective immunity against clinical malaria.