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Segments - Intangible Assets and Goodwill (Details) - USD ($)
$ in Thousands
Sep. 30, 2025
Dec. 31, 2024
Segment Reporting Information [Line Items]    
Intangible assets, net and goodwill $ 163,886 $ 160,152
Operating Segments | AAON Oklahoma    
Segment Reporting Information [Line Items]    
Intangible assets, net and goodwill 23,408 22,966
Operating Segments | AAON Coil Products    
Segment Reporting Information [Line Items]    
Intangible assets, net and goodwill 3,663 0
Operating Segments | BasX    
Segment Reporting Information [Line Items]    
Intangible assets, net and goodwill $ 136,815 $ 137,186