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Revenue Recognition - Schedule of Disaggregation of Revenue (Details) - USD ($) $ in Thousands	3 Months Ended		9 Months Ended
	Sep. 30, 2025	Sep. 30, 2024	Sep. 30, 2025	Sep. 30, 2024
Disaggregation of Revenue [Line Items]
Net sales	$ 384,238	$ 327,252	$ 1,017,859	$ 902,917
AAON Products
Disaggregation of Revenue [Line Items]
Net sales	259,450	263,520	651,468	753,875
BASX Products
Disaggregation of Revenue [Line Items]
Net sales	124,788	63,732	366,391	149,042
AAON Oklahoma
Disaggregation of Revenue [Line Items]
Net sales	238,748	228,887	585,706	664,754
AAON Oklahoma | AAON Products
Disaggregation of Revenue [Line Items]
Net sales	235,750	228,887	582,708	664,754
AAON Oklahoma | BASX Products
Disaggregation of Revenue [Line Items]
Net sales	2,998	0	2,998	0
AAON Coil Products
Disaggregation of Revenue [Line Items]
Net sales	70,246	35,232	222,734	90,852
AAON Coil Products | AAON Products
Disaggregation of Revenue [Line Items]
Net sales	23,700	34,633	68,760	89,121
AAON Coil Products | BASX Products
Disaggregation of Revenue [Line Items]
Net sales	46,546	599	153,974	1,731
BASX
Disaggregation of Revenue [Line Items]
Net sales	75,244	63,133	209,419	147,311
BASX | AAON Products
Disaggregation of Revenue [Line Items]
Net sales	0	0	0	0
BASX | BASX Products
Disaggregation of Revenue [Line Items]
Net sales	$ 75,244	$ 63,133	$ 209,419	$ 147,311

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