the humanization of animal model immune systems by genetic engineering has shown great promise for antibody discovery, tolerance studies and for the evaluation of vaccines. Assessment of the baseline antibody repertoires of unimmunized model animals will be useful as a benchmark for future immunization experiments. We characterized the heavy chain and kappa light chain antibody repertoires of a model animal, the OmniRat, by high throughput antibody sequencing and made use of two novel datasets for comparison to human repertoires. Intra-animal and inter-animal repertoire comparisons reveal a high level of conservation in antibody diversity between the lymph node and spleen and between members of the species. Multiple differences were found in both the heavy and kappa chain repertoires between OmniRats and humans including gene segment usage, CDR3 length distributions, class switch recombination, somatic hypermutation levels and in features of V(D)J recombination. The Inference and Generation of Repertoires (IGoR) software tool was used to model recombination in VH regions which allowed for the quantification of some of these differences. Diversity estimates of the OmniRat heavy chain repertoires almost reached that of humans, around two orders of magnitude less. Despite variation between the species repertoires, a high frequency of OmniRat clonotypes were also found in the human repertoire. These data give insights into the development and selection of humanized animal antibodies and provide actionable information for use in vaccine studies.A major challenge in human vaccine science is finding appropriate models for studying antibody responses. Animals such as mice, rabbits and monkeys have typically been used in the past and the small animals, in particular, have been favored for ease of immunization, cost reasons and the ability to extensively biopsy post-immunization. One limitation is their use of non-human immunoglobulin (V, D, J) genes in antibodies which can be restricted in their specificity 1 , and/or lack residues needed for priming by a germline targeting immunogen 2 . One approach to solving this problem of wild-type animal models is to use humanized immunoglobulin loci-transgenic rodents 3,4 . The first demonstration of a transgenic rodent with the ability to express human IgM was 30 years ago 5 . Since then, advances in genetic engineering technologies allowed for the first transgenic mice strains that express fully human antibodies 6,7 . Today, many new transgenic animal models have been developed including rodents, chickens, rabbits and cows 8 . These animal models have been used extensively for the discovery of monoclonal antibodies (mAbs) 9 , tolerance studies 10 and more recently for modelling human antibody responses to vaccine candidates 3,4 . Here we focus on one such animal model: a rat with expression of humanized chimeric antibodies.The generation of antibody diversity begins with the development of B cells in the bone marrow. Three unlinked loci contain the immunoglobulin gene segments ne...