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Revenue Recognition
3 Months Ended
Mar. 31, 2022
Revenue from Contract with Customer [Abstract]  
Revenue Recognition Revenue Recognition
Substantially all of our revenues are considered to be revenues from contracts with customers. The related accounts receivable balances are recorded in our balance sheets as customer accounts receivable. We do not have obligations for warranties, returns or refunds to customers, other than rebates, which are settled each period and therefore do not result in variable consideration. We do not have significant revenue recognized from performance obligations that were satisfied in prior periods, and we do not have any transaction price allocated to unsatisfied performance obligations other than in our deferred revenue.
Deferred revenue represents our contract liabilities related to our annual, original and other listings revenues, certain data services, clearing services, mortgage technology services and other revenues. Deferred revenue is our only significant contract liability. See Note 7 for our discussion of deferred revenue balances, activity, and expected timing of recognition.
For all of our contracts with customers, except for listings and certain data, clearing and mortgage services, our performance obligations are short term in nature and there is no significant variable consideration. In addition, we have elected the practical expedient of excluding sales taxes from transaction prices. We have assessed the costs incurred to obtain or fulfill a contract with a customer and determined them to be immaterial.
Certain judgments and estimates are used in the identification and timing of satisfaction of performance obligations and the related allocation of transaction price. We believe that these represent a faithful depiction of the transfer of services to our customers. Refer to Note 5 to the consolidated financial statements included in Part II, Item 8 of our 2021 Form 10-K where our primary revenue contract classifications are described in detail.

The following table depicts the disaggregation of our revenue according to business line and segment (in millions). Amounts here have been aggregated as they follow consistent revenue recognition patterns, and are consistent with the segment information in Note 15:
 Exchanges SegmentFixed Income and Data Services SegmentMortgage Technology SegmentTotal Consolidated
Three Months Ended March 31, 2022:
Total revenues$1,643 $509 $307 $2,459 
Transaction-based expenses560 — — 560 
Total revenues, less transaction-based expenses$1,083 $509 $307 $1,899 
Timing of Revenue Recognition
Services transferred at a point in time$634 $76 $142 $852 
Services transferred over time449 433 165 1,047 
Total revenues, less transaction-based expenses$1,083 $509 $307 $1,899 

 Exchanges SegmentFixed Income and Data Services SegmentMortgage Technology SegmentTotal Consolidated
Three Months Ended March 31, 2021:
Total revenues$1,606 $468 $355 $2,429 
Transaction-based expenses632 — — 632 
Total revenues, less transaction-based expenses$974 $468 $355 $1,797 
Timing of Revenue Recognition
Services transferred at a point in time$561 $60 $221 $842 
Services transferred over time413 408 134 955 
Total revenues, less transaction-based expenses$974 $468 $355 $1,797 

The Exchanges segment revenues above include $214 million and $207 million of data services revenues for the three months ended March 31, 2022 and 2021, respectively. Fixed Income and Data Services segment revenues above include $422 million and $399 million of data services revenues for the three months ended March 31, 2022 and 2021, respectively. Our data services revenues are transferred over time, and a majority of those revenues are performed over a short period of time of one month or less and relate to subscription-based data services billed monthly, quarterly or annually in advance. These revenues are recognized ratably over time as our data delivery performance obligations are met consistently throughout the period.
The Exchanges segment revenues above also include $129 million and $113 million for the three months ended March 31, 2022 and 2021, respectively, of services transferred over time related to listings, as well as $76 million and $66 million for the three months ended March 31, 2022 and 2021, respectively, for services transferred over time related to risk management of open interest performance obligations. In addition, the Exchanges segment revenues include $30 million and $27 million for the three months ended March 31, 2022 and 2021, respectively, of services transferred over time related to regulatory fees, trading permits, and software licenses.
The Fixed Income and Data Services segment revenues above also include $11 million and $9 million for the three months ended March 31, 2022 and 2021, respectively, for services transferred over time related to risk management of open interest performance obligations, primarily in our CDS business.
The Mortgage Technology segment revenues transferred over time in the table above primarily relate to our origination technology revenue where performance obligations consist of a series of distinct services and are recognized over the contract terms as subscription performance obligations are satisfied, and to a lesser extent, professional services revenues.
Deferred Revenue
Our contract liabilities, or deferred revenue, represent consideration received that is yet to be recognized as revenue. Total deferred revenue was $695 million as of March 31, 2022, including $589 million in current deferred revenue and $106 million in other non-current liabilities. The changes in our deferred revenue during the three months ended March 31, 2022 are as follows (in millions):
Annual Listings RevenuesOriginal Listings RevenuesOther Listings RevenuesData Services and Other RevenuesMortgage TechnologyTotal
Deferred revenue balance at December 31, 2021
$— $19 $93 $93 $79 $284 
Additions
419 26 27 186 26 684 
Amortization
(108)(9)(12)(112)(32)(273)
Deferred revenue balance at March 31, 2022
$311 $36 $108 $167 $73 $695 

The changes in our deferred revenue during the three months ended March 31, 2021 are as follows (in millions):
Annual Listings RevenuesOriginal Listings RevenuesOther Listings RevenuesData Services and Other RevenuesMortgage TechnologyTotal
Deferred revenue balance at December 31, 2020
$— $13 $92 $95 $59 $259 
Additions
377 24 175 19 604 
Amortization
(96)(6)(12)(105)(10)(229)
Deferred revenue balance at March 31, 2021
$281 $16 $104 $165 $68 $634 
Included in the amortization recognized during the three months ended March 31, 2022 is $73 million related to the deferred revenue balance as of December 31, 2021. Included in the amortization recognized for the three months ended March 31, 2021 is $62 million related to the deferred revenue balance as of December 31, 2020. As of March 31, 2022, the remaining deferred revenue balance will be recognized over the period of time we satisfy our performance obligations as described in Note 5.