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REVENUE
9 Months Ended
Sep. 30, 2021
Revenue from Contract with Customer [Abstract]  
REVENUES
NOTE 5: REVENUES
Disaggregation of Revenues
The following table presents our revenue disaggregated by revenue source:
Three Months Ended
September 30,
Nine Months Ended
September 30,
(in thousands)2020202120202021
Transaction-based revenues:
Options$126,769$163,750$297,677$526,214
Cryptocurrencies5,28250,72314,840371,413
Equities68,81850,459171,013235,772
Other9381,8651,3215,004
Total transaction-based revenues201,807266,797484,8511,138,403
Net interest revenues:
Securities lending27,89133,49563,029108,569
Margin interest21,28834,23840,07593,199
Interest on segregated cash and securities1,3591,07111,9913,112
Other interest revenue7438533,2593,050
Interest expenses related to credit facilities(875)(6,252)(3,934)(14,319)
Total net interest revenues50,40663,405114,420193,611
Other revenues17,31734,72142,020120,416
Total net revenues$269,530$364,923$641,291$1,452,430
Contract Balances
Contract receivables are recognized when we have an unconditional right to invoice and receive payment under a contract with a customer 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 unaudited condensed consolidated balance sheets.
The table below sets forth contract receivables balances for the period indicated:
(in thousands)Contract Receivables
Beginning of period, January 1, 2021$111,871 
End of period, September 30, 2021115,298 
Increase in contract receivables during the period$3,427 
The difference between the opening and ending balance of our contract receivables primarily results from the growth of our business over the period and timing differences between our performance and counterparties’ payments.
Contract liabilities consist of unearned subscription revenue which are recognized when users remit contractual cash payments in advance of the time we satisfy our performance obligations under the contract and are recorded as other current liabilities on the unaudited condensed consolidated balance sheets.
The table below sets forth contract liabilities balances for the period indicated:
(in thousands)Contract Liabilities
Beginning of period, January 1, 2021$2,060 
End of period, September 30, 20213,298 
Increase in contract liabilities during the period$1,238 
We recognized all revenue from amounts included in the opening contract liability balances in the nine months ended September 30, 2021. The difference between the opening and ending balance of our contract liability balances primarily results from the increase in subscription users and the timing difference between our performance and payments from the users.