Ataenius walterhorni is a species of beetle of the family Scarabaeidae. It is found in Cuba and the United States (Florida, Louisiana, Pennsylvania).

Description Adults reach a length of about . They have an elongate-oblong, moderately shining, brown, dark castaneous or brownish black body.

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