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Inventories - Schedule of Inventories (Details) - USD ($)
$ in Thousands
Aug. 31, 2025
Aug. 31, 2024
Inventory Disclosure [Abstract]    
Grain and oilseed $ 957,894 $ 888,768
Energy 694,655 720,636
Agronomy 1,202,326 1,126,916
Processed grain and oilseed 134,498 124,686
Other 280,977 206,409
Total inventories $ 3,270,350 $ 3,067,415
Percentage of LIFO Inventory 18.00% 18.00%
Inventory, LIFO Reserve $ 361,100 $ 456,300