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Girls' Frontline started out as an inspiration work based on Kantai Collection, but with a premise revolving around anthropomorphized firearms instead of anthropomorphized warships. This was in part due to Mica Team anticipating that similar games using "moe anthropomorphism" would become popular in China.

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