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Revenues from contracts with customers (Details) - USD ($)
3 Months Ended 12 Months Ended
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2017
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2017
Disaggregation of Revenue [Line Items]                      
Total revenues $ 11,279,600,000 $ 7,873,000,000 $ 7,192,200,000 $ 6,552,200,000 $ 6,078,800,000 $ 7,118,300,000 $ 6,507,000,000 $ 7,918,600,000 $ 32,897,000,000 $ 27,622,700,000 $ 29,423,600,000
Commission and clearing fees                 372,400,000 391,800,000 318,600,000
Consulting, management, and account fees                 79,600,000 71,100,000 65,000,000
Revenue from Contract with Customer, Including Assessed Tax                 452,000,000 462,900,000 383,600,000
Sales of physical commodities                 31,830,300,000 26,682,400,000 28,673,300,000
Principal gains, net                 415,800,000 354,100,000 297,000,000
Interest income                 198,900,000 123,300,000 69,700,000
Transferred at Point in Time [Member]                      
Disaggregation of Revenue [Line Items]                      
Revenue from Contract with Customer, Including Assessed Tax                 362,700,000 379,700,000 306,900,000
Transferred over Time [Member]                      
Disaggregation of Revenue [Line Items]                      
Revenue from Contract with Customer, Including Assessed Tax                 89,300,000 83,200,000 76,700,000
Commission and Clearing Fees                      
Disaggregation of Revenue [Line Items]                      
Commission and clearing fees                 372,400,000 391,800,000 318,600,000
Trailing Commissions [Domain]                      
Disaggregation of Revenue [Line Items]                      
Commission and clearing fees                 26,800,000 27,800,000 27,300,000
Trailing Commissions [Domain] | Variable Annuity [Member]                      
Disaggregation of Revenue [Line Items]                      
Commission and clearing fees                 14,400,000 14,600,000 14,200,000
Trailing Commissions [Domain] | Mutual Fund Trailing Commissions [Member]                      
Disaggregation of Revenue [Line Items]                      
Commission and clearing fees                 12,400,000 13,200,000 13,100,000
Clearing Fees [Domain]                      
Disaggregation of Revenue [Line Items]                      
Commission and clearing fees                 118,800,000 123,300,000 88,500,000
Trade Conversion Fees [Domain]                      
Disaggregation of Revenue [Line Items]                      
Commission and clearing fees                 7,500,000 6,800,000 0
Other Commissions [Domain]                      
Disaggregation of Revenue [Line Items]                      
Commission and clearing fees                 10,100,000 15,100,000 12,900,000
Consulting, management, and account fees [Domain] | Underwriting Fees [Member]                      
Disaggregation of Revenue [Line Items]                      
Consulting, management, and account fees                 700,000 1,700,000 2,300,000
Consulting, management, and account fees [Domain] | Asset Management [Member]                      
Disaggregation of Revenue [Line Items]                      
Consulting, management, and account fees                 26,200,000 24,800,000 25,700,000
Consulting, management, and account fees [Domain] | Advisory and Consulting Fees [Member]                      
Disaggregation of Revenue [Line Items]                      
Consulting, management, and account fees                 20,000,000 19,000,000 17,700,000
Consulting, management, and account fees [Domain] | Sweep Program Fees [Member]                      
Disaggregation of Revenue [Line Items]                      
Consulting, management, and account fees                 16,300,000.0 11,600,000.0 6,000,000.0
Consulting, management, and account fees [Domain] | Client Account Fees [Member]                      
Disaggregation of Revenue [Line Items]                      
Consulting, management, and account fees                 10,600,000.0 11,100,000.0 10,800,000.0
Consulting, management, and account fees [Domain] | Other Consulting, Management, and Account Fees [Member]                      
Disaggregation of Revenue [Line Items]                      
Consulting, management, and account fees                 5,800,000.0 2,900,000.0 2,500,000.0
Consulting, management, and account fees                      
Disaggregation of Revenue [Line Items]                      
Consulting, management, and account fees                 79,600,000.0 71,100,000.0 65,000,000.0
Sales [Member] | Precious Metals Trading Revenues [Member]                      
Disaggregation of Revenue [Line Items]                      
Sales of physical commodities                 30,694,500,000 25,762,900,000 28,018,400,000
Sales [Member] | Physical Commodity Origination and Merchandising [Member]                      
Disaggregation of Revenue [Line Items]                      
Sales of physical commodities                 1,135,800,000 919,500,000 654,900,000
Principal gains, net                      
Disaggregation of Revenue [Line Items]                      
Principal gains, net                 415,800,000 354,100,000 297,000,000
Interest Income                      
Disaggregation of Revenue [Line Items]                      
Interest income                 198,900,000 123,300,000 69,700,000
Sales Based Commissions [Domain]                      
Disaggregation of Revenue [Line Items]                      
Commission and clearing fees                 209,200,000 218,800,000 189,900,000
Sales Based Commissions [Domain] | Exhange-Traded Futures and Options [Member]                      
Disaggregation of Revenue [Line Items]                      
Commission and clearing fees                 144,900,000 163,400,000 129,700,000
Sales Based Commissions [Domain] | OTC Derivative Brokerage [Member]                      
Disaggregation of Revenue [Line Items]                      
Commission and clearing fees                 32,100,000 30,300,000 28,300,000
Sales Based Commissions [Domain] | Equities and Fixed Income Commissions [Member]                      
Disaggregation of Revenue [Line Items]                      
Commission and clearing fees                 16,100,000 11,200,000 16,000,000
Sales Based Commissions [Domain] | Mutual Fund Sales Based Commissions [Member]                      
Disaggregation of Revenue [Line Items]                      
Commission and clearing fees                 7,500,000 7,200,000 7,900,000
Sales Based Commissions [Domain] | Variable Annuity [Member]                      
Disaggregation of Revenue [Line Items]                      
Commission and clearing fees                 7,300,000 5,800,000 6,000,000
Sales Based Commissions [Domain] | Other Sales Based Commissions [Member]                      
Disaggregation of Revenue [Line Items]                      
Commission and clearing fees                 $ 1,300,000 $ 900,000 $ 2,000,000