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Revenue Recognition
9 Months Ended
Sep. 30, 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, which are primarily our sales commissions.
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
Nine Months Ended September 30, 2022:
Total revenues$4,824 $1,555 $880 $7,259 
Transaction-based expenses1,735 — — 1,735 
Total revenues, less transaction-based expenses$3,089 $1,555 $880 $5,524 
Timing of Revenue Recognition
Services transferred at a point in time$1,760 $263 $374 $2,397 
Services transferred over time1,329 1,292 506 3,127 
Total revenues, less transaction-based expenses$3,089 $1,555 $880 $5,524 
 Exchanges SegmentFixed Income and Data Services SegmentMortgage Technology SegmentTotal Consolidated
Nine Months Ended September 30, 2021:
Total revenues$4,376 $1,403 $1,061 $6,840 
Transaction-based expenses1,534 — — 1,534 
Total revenues, less transaction-based expenses$2,842 $1,403 $1,061 $5,306 
Timing of Revenue Recognition
Services transferred at a point in time$1,590 $162 $631 $2,383 
Services transferred over time1,252 1,241 430 2,923 
Total revenues, less transaction-based expenses$2,842 $1,403 $1,061 $5,306 

 Exchanges SegmentFixed Income and Data Services SegmentMortgage Technology SegmentTotal Consolidated
Three Months Ended September 30, 2022:
Total revenues$1,577 $534 $276 $2,387 
Transaction-based expenses576 — — 576 
Total revenues, less transaction-based expenses$1,001 $534 $276 $1,811 
Timing of Revenue Recognition
Services transferred at a point in time$563 $104 $104 $771 
Services transferred over time438 430 172 1,040 
Total revenues, less transaction-based expenses$1,001 $534 $276 $1,811 

 Exchanges SegmentFixed Income and Data Services SegmentMortgage Technology SegmentTotal Consolidated
Three Months Ended September 30, 2021:
Total revenues$1,434 $477 $366 $2,277 
Transaction-based expenses475 — — 475 
Total revenues, less transaction-based expenses$959 $477 $366 $1,802 
Timing of Revenue Recognition
Services transferred at a point in time$534 $55 $214 $803 
Services transferred over time425 422 152 999 
Total revenues, less transaction-based expenses$959 $477 $366 $1,802 

The Exchanges segment and the Fixed Income and Data Services segment revenues above include data services revenues. 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 transferred over time in the table above also include services related to listings, services related to risk management of open interest performance obligations and services related to regulatory fees, trading permits, and software licenses.
The Fixed Income and Data Services segment revenues transferred over time in the table above also include services 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 and revenues from certain of our data and analytics offerings.

The components of services transferred over time for each of our segments are as follows:
Nine Months Ended September 30,
Three Months Ended September 30,
 2022202120222021
Exchanges Segment:
Data services revenues
$651 $623 $219 $208 
Services transferred over time related to risk management of open interest performance obligations
$201 $190 $62 $65 
Services transferred over time related to listings$388 $356 $128 $123 
Services transferred over time related to regulatory fees, trading permits, and software licenses$89 $83 $29 $29 
Total
$1,329 $1,252 $438 $425 
Fixed Income Data Services Segment:
Data services revenues$1,263 $1,220 $420 $414 
Services transferred over time related to risk management of open interest performance obligations in our CDS business$29 $21 $10 $
Total
$1,292 $1,241 $430 $422 
Mortgage Technology Segment:
Subscription revenues$479 $404 $163 $143 
Professional service revenues and other$27 $26 $$
Total$506 $430 $172 $152 
Total consolidated revenues transferred over time$3,127 $2,923 $1,040 $999 
Deferred Revenue
Our contract liabilities, or deferred revenue, represent consideration received that is yet to be recognized as revenue. Total deferred revenue was $410 million as of September 30, 2022, including $315 million in current deferred revenue and $95 million in other non-current liabilities. The changes in our deferred revenue during the nine months ended September 30, 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
434 32 39 330 62 897 
Amortization
(327)(28)(33)(301)(82)(771)
Deferred revenue balance at September 30, 2022
$107 $23 $99 $122 $59 $410 

The changes in our deferred revenue during the nine months ended September 30, 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
397 26 42 352 60 877 
Amortization
(301)(24)(31)(319)(39)(714)
Deferred revenue balance at September 30, 2021
$96 $15 $103 $128 $80 $422 
Included in the amortization recognized during the nine months ended September 30, 2022 is $144 million related to the deferred revenue balance as of December 31, 2021. Included in the amortization recognized for the nine months ended September 30, 2021 is $128 million related to the deferred revenue balance as of December 31, 2020. As of September 30, 2022, the remaining deferred revenue balance will be recognized over the period of time we satisfy our performance obligations as described in Note 5.