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REVENUE
12 Months Ended
Dec. 31, 2022
Revenue from Contract with Customer [Abstract]  
REVENUES
NOTE 5: REVENUES
Disaggregation of Revenues
The following table presents our revenue disaggregated by revenue source:
Year Ended December 31,
(in millions)202020212022
Transaction-based revenues:
Options$440$690$488
Cryptocurrencies27420202
Equities251287117
Other257
Total transaction-based revenues7201,402814
Net interest revenues:
Margin interest67132177
Interest on corporate cash and investments 21103
Securities lending, net9813689
Interest on segregated cash and cash equivalents and deposits14457
Cash Sweep, net1322
Interest expenses related to credit facilities(5)(20)(24)
Total net interest revenues177256424
Other revenues61157120
Total net revenues$958$1,815$1,358
Contract Balances
Contract receivables are recognized when we have an unconditional right to invoice and receive payment under a contract and are derecognized when cash is received. Transaction-based revenue receivables due from market makers are reported in receivables from brokers, dealers, and clearing organizations while other revenue receivables due from our relationship with a third-party investor communications company are reported in other current assets on the consolidated balance sheets.
Contract liabilities, which consist of unearned subscription revenue, are recognized when users remit cash payments in advance of the time we satisfy our performance obligations and are recorded as other current liabilities on the consolidated balance sheets.
The table below sets forth contract receivables and liabilities balances for the periods indicated:
December 31, 2021
(in millions)Contract ReceivablesContract Liabilities
Beginning of the period, January 1, 2021$112 $
End of the period, December 31, 202183 
Changes during the period$(29)$
December 31, 2022
(in millions)Contract ReceivablesContract Liabilities
Beginning of period, January 1, 2022$83 $
End of period, December 31, 202260 
Changes during the period$(23)$— 
The difference between the opening and ending balances of our contract receivables primarily results from lower transaction-based revenue driven by the market environment which had a negative impact on the number of traders and Notional Trading Volume and timing differences between our performance and counterparties’ payments. We recognized all revenue from amounts included in the opening contract liability balances for the year end December 31, 2022