This study highlights that while integrated assessment modeling research has historically dominated IPCC assessments and policymaking, it has been influenced by a limited, Western male-dominated sample, potentially biasing climate solutions, though its influence has decreased in recent reports, emphasizing the need for broader scientific inclusion.