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Fair Value Measurements - Recurring Fair Value Measurements (Details) - Fair Value, Measurements, Recurring - USD ($) $ in Thousands | Aug. 31, 2024 | Aug. 31, 2023
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Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Securities Segregated under Other Regulations | $ 151,327 | $ 225,715
Deposits, Fair Value Disclosure | 500,921 |
Other assets | 83,008 | 89,592
Total assets | 915,220 | 636,544
Total liabilities | 249,060 | 368,275
Fair Value, Inputs, Level 3 |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Securities Segregated under Other Regulations | 0 |
Deposits, Fair Value Disclosure | 0 |
Other assets | 0 | 0
Total assets | 0 | 0
Total liabilities | 0 | 0
Fair Value, Inputs, Level 2 |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Securities Segregated under Other Regulations | 136,258 |
Deposits, Fair Value Disclosure | 500,921 |
Other assets | 0 | 0
Total assets | 814,689 | 315,893
Total liabilities | 247,419 | 360,774
Fair Value, Inputs, Level 1 |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Securities Segregated under Other Regulations | 15,069 | 225,715
Deposits, Fair Value Disclosure | 0 |
Other assets | 83,008 | 89,592
Total assets | 100,531 | 320,651
Total liabilities | 1,641 | 7,501
Commodity derivatives |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Derivative Instruments and Hedges, Liabilities | 224,584 | 354,476
Derivative Instruments and Hedges, Assets | 170,935 | 288,835
Commodity derivatives | Fair Value, Inputs, Level 3 |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Derivative Instruments and Hedges, Liabilities | 0 | 0
Derivative Instruments and Hedges, Assets | 0 | 0
Commodity derivatives | Fair Value, Inputs, Level 2 |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Derivative Instruments and Hedges, Liabilities | 222,943 | 346,975
Derivative Instruments and Hedges, Assets | 168,481 | 283,491
Commodity derivatives | Fair Value, Inputs, Level 1 |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Derivative Instruments and Hedges, Liabilities | 1,641 | 7,501
Derivative Instruments and Hedges, Assets | 2,454 | 5,344
Foreign currency derivatives |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Foreign Currency Contract, Asset, Fair Value Disclosure | 9,029 | 32,402
Foreign Currency Contracts, Liability, Fair Value Disclosure | 24,476 | 13,799
Foreign currency derivatives | Fair Value, Inputs, Level 3 |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Foreign Currency Contract, Asset, Fair Value Disclosure | 0 | 0
Foreign Currency Contracts, Liability, Fair Value Disclosure | 0 | 0
Foreign currency derivatives | Fair Value, Inputs, Level 2 |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Foreign Currency Contract, Asset, Fair Value Disclosure | 9,029 | 32,402
Foreign Currency Contracts, Liability, Fair Value Disclosure | 24,476 | 13,799
Foreign currency derivatives | Fair Value, Inputs, Level 1 |  |
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items] |  |
Foreign Currency Contract, Asset, Fair Value Disclosure | 0 | 0
Foreign Currency Contracts, Liability, Fair Value Disclosure | $ 0 | $ 0

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