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Revenues - Schedule of Disaggregation of Revenues (Details) - USD ($)
$ in Thousands
 3 Months Ended 9 Months Ended
May 31, 2026
May 31, 2025
May 31, 2026
May 31, 2025
Disaggregation of Revenue [Line Items]        
ASC Topic 606 $ 6,060,364 $ 4,735,368 $ 13,343,011 $ 11,773,415
Total Revenues 11,582,089 9,766,421 28,799,984 26,856,724
Energy        
Disaggregation of Revenue [Line Items]        
ASC Topic 606 2,965,893 1,759,492 6,970,635 5,453,083
Total Revenues 3,307,979 1,915,096 7,764,425 6,026,408
Grains        
Disaggregation of Revenue [Line Items]        
ASC Topic 606 495,941 430,174 1,436,315 1,479,581
Total Revenues 5,660,619 5,292,301 16,053,061 15,947,458
Agronomy        
Disaggregation of Revenue [Line Items]        
ASC Topic 606 2,566,264 2,514,021 4,836,342 4,723,164
Total Revenues 2,566,264 2,514,021 4,836,342 4,723,164
Corporate and Services        
Disaggregation of Revenue [Line Items]        
ASC Topic 606 32,266 31,681 99,719 117,587
Total Revenues 47,227 45,003 146,156 159,694
ASC Topic 815        
Disaggregation of Revenue [Line Items]        
Revenue not under ASC Topic 606 5,504,989 5,014,434 15,404,576 15,035,163
ASC Topic 815 | Energy        
Disaggregation of Revenue [Line Items]        
Revenue not under ASC Topic 606 342,086 155,604 793,790 573,325
ASC Topic 815 | Grains        
Disaggregation of Revenue [Line Items]        
Revenue not under ASC Topic 606 5,162,903 4,858,830 14,610,786 14,461,838
ASC Topic 815 | Agronomy        
Disaggregation of Revenue [Line Items]        
Revenue not under ASC Topic 606 0 0 0 0
ASC Topic 815 | Corporate and Services        
Disaggregation of Revenue [Line Items]        
Revenue not under ASC Topic 606 0 0 0 0
Other Guidance        
Disaggregation of Revenue [Line Items]        
Revenue not under ASC Topic 606 16,736 16,619 52,397 48,146
Other Guidance | Energy        
Disaggregation of Revenue [Line Items]        
Revenue not under ASC Topic 606 0 0 0 0
Other Guidance | Grains        
Disaggregation of Revenue [Line Items]        
Revenue not under ASC Topic 606 1,775 3,297 5,960 6,039
Other Guidance | Agronomy        
Disaggregation of Revenue [Line Items]        
Revenue not under ASC Topic 606 0 0 0 0
Other Guidance | Corporate and Services        
Disaggregation of Revenue [Line Items]        
Revenue not under ASC Topic 606 $ 14,961 $ 13,322 $ 46,437 $ 42,107