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Summary of Significant Accounting Policies | 12 Months Ended
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Dec. 31, 2022
Accounting Policies [Abstract] |
Summary of Significant Accounting Policies | (2) Summary of Significant Accounting Policies (a) Basis of Presentation The accompanying Consolidated Financial Statements include the accounts of the Company and its subsidiaries. All significant intercompany accounts and transactions have been eliminated in consolidation. The Company is not aware of any material subsequent event that would require recognition or disclosure. In the Consolidated Statement of Cash Flows for the year ended December 31, 2020, accrued interest related to the Company’s long-term debt has been reclassified from “Accounts payable and accrued expenses” to “Accrued interest” within operating activities to conform to the presentation of these items for the current year. As discussed in Note 3, Recent Accounting Standards, to the Consolidated Financial Statements, the Company adopted Accounting Standards Update No. 2020-06, Debt – Debt with Conversion and Other Options (Subtopic 470-20) and Derivatives and Hedging – Contracts in Entity’s Own Equity (Subtopic 815-40): Accounting for Convertible Instruments and Contracts in an Entity’s Own Equity (“ASU 2020-06”), effective January 1, 2021. Comparative prior period Consolidated Financial Statements before the adoption of ASU 2020-06 have not been restated for ASU 2020-06 and are not directly comparable to the Consolidated Financial Statements after the adoption of ASU 2020-06. (b) Use of Estimates The preparation of the Consolidated Financial Statements, in conformity with GAAP, requires management to make estimates and judgments that affect the amounts reported in the Consolidated Financial Statements and accompanying notes. On an on-going basis, the Company evaluates its estimates, including, but not limited to, those related to revenue recognition, allowance for doubtful accounts, investments, fixed assets, digital assets, leases, debt, share-based compensation, income taxes, including the carrying value of deferred tax assets, and litigation and contingencies, including liabilities that the Company deems not probable of assertion. The Company bases its estimates on historical experience and on various other assumptions that are believed to be reasonable under the circumstances, the results of which form the basis for making judgments about the carrying value of assets, liabilities, and equity that are not readily apparent from other sources. Actual results and outcomes could differ from these estimates and assumptions. (c) Fair Value Measurements The Company measures certain assets and liabilities at fair value on a recurring or nonrecurring basis. Fair value is defined as the price that is expected to be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date. The Company uses a three-level hierarchy that prioritizes fair value measurements based on the types of inputs used for the various valuation techniques. The three levels of the fair value hierarchy are described below:
| Level 1: | Quoted (unadjusted) prices in active markets that are accessible at the measurement date for identical, unrestricted assets or liabilities.
| Level 2: | Inputs other than quoted prices that are either directly or indirectly observable, such as quoted prices in active markets for similar assets or liabilities, quoted prices for identical or similar assets or liabilities in inactive markets, or other inputs that are observable or can be corroborated by observable market data for substantially the full term of the assets or liabilities.
| Level 3: | Inputs that are generally unobservable, supported by little or no market activity, and typically reflect management’s estimates of assumptions that market participants would use in pricing the asset or liability.
The categorization of an asset or liability within the fair value hierarchy is based on the lowest level of input that is significant to the fair value measurement. The valuation techniques used by the Company when measuring fair value maximize the use of observable inputs and minimize the use of unobservable inputs. The Company also estimates the fair value of cash and cash equivalents, restricted cash, accounts receivable, accounts payable and accrued expenses, and accrued compensation and employee benefits. The Company considers the carrying value of these instruments in the Consolidated Financial Statements to approximate fair value due to their short maturities. (d) Cash and Cash Equivalents and Restricted Cash Cash equivalents may include bank demand deposits, money market instruments, certificates of deposit, U.S. Treasury securities, and equivalent funds. The Company generally considers all highly liquid investments with an original maturity of three months or less to be cash equivalents. Restricted cash consists of cash balances restricted in use by contractual obligations with third parties. (e) Short-term Investments The Company has periodically invested a portion of its cash in short-term investment instruments. All highly liquid investments with stated maturity dates between three months and one year from the purchase date are classified as short-term investments. The Company determines the appropriate classification of its short-term investments at the time of purchase and reassesses the appropriateness of the classification at each reporting date. As of December 31, 2022 and 2021, the Company did not hold any short-term investments. Prior to their liquidation, all of the Company’s short-term investments were in U.S. Treasury securities, which were classified as available-for-sale and reported at fair value within the Company’s consolidated balance sheets. The fair value of the Company’s short-term investments was determined based on quoted market prices in active markets for identical securities (Level 1 inputs). Premiums and discounts related to the Company’s short-term investments were amortized over the life of the investment and recorded in earnings. Each reporting period, the Company determined the amount of unrealized holding gains and losses on each individual security by comparing the fair value to the amortized cost. Unrealized holding gains and unrealized holding losses that were not a result of a credit loss were reported in other comprehensive income (loss) until realized. Unrealized holding losses that were a result of a credit loss were recorded in earnings, with the establishment of an allowance for credit losses. (f) Credit Losses on Accounts Receivable The Company maintains an allowance for credit losses on its accounts receivable balances, which represents its best estimate of current expected credit losses over the contractual life of the accounts receivable. When evaluating the adequacy of its allowance for credit losses each reporting period, the Company analyzes accounts receivable balances with similar risk characteristics on a collective basis, considering factors such as the aging of receivable balances, payment terms, geographic location, historical loss experience, current information, and future expectations. Each reporting period, the Company reassesses whether any accounts receivable no longer share similar risk characteristics and should instead be evaluated as part of another pool or on an individual basis. Changes to the allowance for credit losses are adjusted through credit loss expense, which is presented within “General and administrative” operating expenses in the Consolidated Statements of Operations. (g) Digital Assets The Company accounts for its digital assets, which are comprised solely of bitcoin, as indefinite-lived intangible assets in accordance with Accounting Standards Codification (“ASC”) 350, Intangibles—Goodwill and Other. The Company has ownership of and control over its bitcoin and uses third-party custodial services at multiple locations that are geographically dispersed to store its bitcoin. The Company’s digital assets are initially recorded at cost. Subsequently, they are measured at cost, net of any impairment losses incurred since acquisition. The Company determines the fair value of its bitcoin on a nonrecurring basis in accordance with ASC 820, Fair Value Measurement, based on quoted (unadjusted) prices on the Coinbase exchange, the active exchange that the Company has determined is its principal market for bitcoin (Level 1 inputs). The Company performs an analysis each quarter to identify whether events or changes in circumstances, principally decreases in the quoted (unadjusted) prices on the active exchange, indicate that it is more likely than not that any of the assets are impaired. In determining if an impairment has occurred, the Company considers the lowest price of one bitcoin quoted on the active exchange at any time since acquiring the specific bitcoin held by the Company. If the carrying value of a bitcoin exceeds that lowest price, an impairment loss has occurred with respect to that bitcoin in the amount equal to the difference between its carrying value and such lowest price. Impairment losses are recognized in the period in which the impairment occurs and are reflected within “Digital asset impairment losses (gains on sale), net” in the Company’s Consolidated Statements of Operations. The impaired digital assets are written down to their fair value at the time of impairment and this new cost basis will not be adjusted upward for any subsequent increase in fair value. Gains (if any) are not recorded until realized upon sale, at which point they are presented net of any impairment losses in the Company’s Consolidated Statements of Operations. In determining the gain to be recognized upon sale, the Company calculates the difference between the sales price and carrying value of the specific bitcoins sold immediately prior to sale. See Note 4, Digital Assets, to the Consolidated Financial Statements for further information regarding the Company’s purchases and sales of digital assets. (h) Property and Equipment Property and equipment are stated at cost, net of accumulated depreciation. Depreciation is computed using the straight-line method over the estimated useful lives of the assets, as follows: three years for computer equipment and purchased software; five years for office equipment; 10 years for office furniture; and 19 years for the Company’s corporate aircraft, which has an estimated salvage value of 21%. Leasehold improvements are amortized using the straight-line method over the estimated useful lives of the improvements or the term of the lease, whichever is shorter. The Company periodically evaluates the appropriateness of the estimated useful lives and salvage value of all property and equipment. Any change in the estimated useful life or salvage value is treated as a change in estimate and accounted for prospectively in the period of change. Expenditures for maintenance and repairs are charged to expense as incurred. When assets are retired or sold, the capitalized cost and related accumulated depreciation are removed from the property and equipment accounts and any resulting gain or loss is recognized in the results of operations. Eligible internal-use software development costs are capitalized subsequent to the completion of the preliminary project stage. Such costs include external direct material and service costs, employee payroll, and payroll-related costs. After all substantial testing and deployment is completed and the software is ready for its intended use, capitalization ceases and internal-use software development costs are amortized using the straight-line method over the estimated useful life of the software, generally three years. The Company reviews long-lived assets for impairment whenever events or changes in business circumstances indicate that the carrying value of the assets may not be fully recoverable or that the useful lives of these assets are no longer appropriate. Each impairment test is based on a comparison of the undiscounted cash flows to the recorded value of the asset. If an asset is impaired, the asset is written down by the amount by which the carrying value of the asset exceeds the related fair value of the asset. (i) Leases A lease is a contract, or part of a contract, that conveys the right to both (i) obtain economic benefits from and (ii) direct the use of an identified asset for a period of time in exchange for consideration. The Company evaluates its contracts to determine if they contain a lease and classifies any lease components identified as an operating or finance lease. For each lease component, the Company recognizes a right-of-use (“ROU”) asset and a lease liability. ROU assets and lease liabilities are presented separately for operating and finance leases; however, the Company currently has no material finance leases. The Company’s operating leases are primarily related to office space in the United States and foreign locations. In a contract that contains a lease, a component is an item or activity that transfers a good or service to the lessee. Such contracts may be comprised of lease components, non-lease components, and elements that are not components. Each lease component represents a lessee’s right to use an underlying asset in the contract if the lessee can benefit from the right of use of the asset either on its own or together with other readily available resources and if the right of use is neither highly dependent nor highly interrelated with other rights of use. Non-lease components include items such as common area maintenance and utilities provided by the lessor. The Company has elected the practical expedient to not separate lease components from non-lease components for office space, which is the Company’s only material underlying asset class. For each lease within this asset class, the non-lease components and related lease components are accounted for as a single lease component. Items or activities that do not transfer goods or services to the lessee, such as administrative tasks to set up the contract and reimbursement or payment of lessor costs, are not components of the contract and therefore no contract consideration is allocated to such items or activities. Consideration in the contract is comprised of any fixed payments and variable payments that depend on an index or rate. Payments in the Company’s operating lease arrangements are typically comprised of base office rent and parking fees. Costs related to the Company’s non-lease components, as described above, are generally variable and do not depend on an index or rate and are therefore excluded from the contract consideration allocated to the lease components. The Company’s operating lease arrangements generally do not contain any payments related to items or activities that are not components. Operating lease liabilities are initially and subsequently measured at the present value of unpaid lease payments, discounted at the discount rate of the lease. Operating lease ROU assets are initially measured as the sum of the initial lease liability, any initial direct costs incurred, and any prepaid lease payments, less any lease incentives received. The ROU asset is amortized over the term of the lease. The amortization of operating lease ROU assets is included in “Reduction in carrying amount of right-of-use assets” within the operating activities section of the Consolidated Statements of Cash Flows. A single lease expense is recorded within operating expenses in the Consolidated Statements of Operations on a straight-line basis over the lease term. Variable lease payments that are not included in the measurement of the lease liability are recognized in the period when the obligations for those payments are incurred. In the Company’s lease agreements, these variable payments typically include certain taxes, utilities, and maintenance costs, and other fees. The Company uses its incremental borrowing rate as the discount rate for all of its leases, as the rate implicit in the lease is not readily determinable in any of its lease contracts. In order to estimate a collateralized borrowing rate curve, the Company first estimates a synthetic credit rating and then applies modeling methodologies to an unsecured borrowing rate curve. In determining the incremental borrowing rate of each lease, the Company uses a centralized treasury approach and considers the currency of the contract, the economic environment in which the lease exists, and the term of the lease. The Company does not recognize lease liabilities or ROU assets for any short-term leases with a non-cancellable lease term of 12 months or less. Instead, the lease payments for these short-term leases are expensed on a straight-line basis over the lease term, and any variable payments are recognized in the period when the obligations for those payments are incurred. The Company believes that, using this methodology, the expense recorded reasonably reflects the Company’s short-term lease commitments. (j) Software Development Costs The Company did not capitalize any software development costs during the years ended December 31, 2022, 2021, and 2020. Due to the pace of the Company’s software development efforts and frequency of its software releases, the Company’s software development costs are expensed as incurred within “Research and development” in the Consolidated Statements of Operations. (k) Loss Contingencies and Legal Costs The Company accrues loss contingencies that are believed to be probable and can be reasonably estimated. As events evolve during the administration and litigation process and additional information becomes known, the Company reassesses its estimates related to loss contingencies. Legal costs are expensed in the period in which the costs are incurred. (l) Deferred Revenue and Advance Payments Deferred revenue and advance payments represent amounts received or due from customers in advance of the Company transferring its software or services to the customer under an enforceable contract. In the case of multi-year service contract arrangements, the Company generally does not invoice more than one year in advance of services and does not record deferred revenue for amounts that have not been invoiced. Revenue is subsequently recognized in the period(s) in which control of the software or services is transferred to the customer. Deferred revenue is comprised of deferred product licenses and subscription services, product support, or other services revenue based on the transaction price allocated to the specific performance obligation in the contract with the customer. (m) Debt Arrangements The Company adopted ASU 2020-06 effective January 1, 2021. As discussed in Note 8, Long-term Debt, to the Consolidated Financial Statements, the Company issued convertible senior notes in December 2020 and February 2021 and senior secured notes in June 2021, and entered into secured term loan agreements in March 2022 and June 2022. The embedded conversion features in each of the convertible notes are indexed to the Company’s class A common stock and meet the criteria for classification in stockholders’ equity, and therefore derivative accounting does not apply. The Company records the aggregate principal amount of each of its debt instruments as a liability on its Consolidated Balance Sheet, offset by the issuance costs associated with each instrument. The issuance costs are amortized to interest expense using the effective interest method over the expected term of each debt instrument. Prior to the adoption of ASU 2020-06, the Company separated the debt and equity components of the 0.750% Convertible Senior Notes due 2025 issued in December 2020 (the “2025 Convertible Notes”). The carrying amount of the liability component was determined by measuring the fair value of a similar debt instrument without any associated conversion features at the time of issuance and the carrying amount of the equity component was determined by deducting the fair value of the liability component from the initial proceeds of the 2025 Convertible Notes. The Company also allocated issuance costs associated with the offering between debt and equity based on their relative carrying values at the time of issuance. Such issuance costs were taken as a direct reduction to the debt and equity components. Both the difference between the principal and the liability component’s initial carrying value and the issuance costs allocated to the debt component were amortized to interest expense using the effective interest method over the expected term of the 2025 Convertible Notes. In determining the fair value of a similar debt instrument without any associated conversion features, the Company estimated a nonconvertible debt borrowing rate at the time of issuance using a blend of different methodologies, which considered Level 2 inputs such as observable market prices of the Company’s debt and class A common stock, the Company’s historical and implied class A common stock volatility, a synthetic credit rating consistent with that utilized for determining the incremental borrowing rate for the Company’s accounting of leasing arrangements, and analysis of similar convertible debt issuances and their equivalent nonconvertible debt yields. (n) Revenue Recognition The Company recognizes revenue using a five-step model:
| (i) | Identifying the contract(s) with a customer,
| (ii) | Identifying the performance obligation(s),
| (iii) | Determining the transaction price,
| (iv) | Allocating the transaction price to the performance obligations in the contract, and
| (v) | Recognizing revenue when, or as, the Company satisfies a performance obligation.
The Company has elected to exclude taxes assessed by government authorities in determining the transaction price, and therefore revenue is recognized net of taxes collected from customers. The Company enters into non-cancellable nonrefundable orders with customers and does not have a history of granting returns or refunds and therefore does not have a reserve for future returns. Performance Obligations and Timing of Revenue Recognition The Company primarily sells goods and services that fall into the categories discussed below. Each category contains one or more performance obligations that are either (i) capable of being distinct (i.e., the customer can benefit from the good or service on its own or together with readily available resources, including those purchased separately from the Company) and distinct within the context of the contract (i.e., separately identifiable from other promises in the contract) or (ii) a series of distinct goods or services that are substantially the same and have the same pattern of transfer to the customer. Aside from the Company’s term and perpetual product licenses, which are delivered at a point in time, the majority of the Company’s services are delivered over time. Product Licenses The Company sells different types of business intelligence software, licensed on a term or perpetual basis and installed either on premises or on a public cloud that is procured and managed by the customer. Although product licenses are sold with product support, the software is fully functional at the outset of the arrangement and is considered a distinct performance obligation. Revenue from product license sales is recognized when control of the license is transferred to the customer, which is the later of delivery or commencement of the license term. The Company may also sell through resellers and OEMs who purchase the Company’s software for resale. In reseller arrangements, revenue is generally recognized when control of the license is transferred to the end user. In OEM arrangements, revenue is recognized when control of the license is transferred to the OEM. Subscription Services The Company also sells access to its software through MCE, a cloud subscription service, wherein customers access the software through a cloud environment that the Company manages on behalf of the customer. Control of the software itself does not transfer to the customer under this arrangement and is not considered a separate performance obligation. Cloud subscriptions are regularly sold on a standalone basis and include technical support, monitoring, backups, updates, and quarterly service reviews. Additionally, customers with existing on-premise software licenses may convert their installations to MCE, at which time the on-premise licenses are typically terminated and replaced by a new subscription to the MCE service. At conversion, an analysis is performed for each contract to determine whether any revenue adjustments are necessary given that the contract modifications revoke previously transferred rights to perpetual on-premise software. Such revenue adjustments were not material for the years ended December 31, 2022, 2021, and 2020. Revenue related to cloud subscriptions is recognized on a straight-line basis over the contract period, which is the period over which the customer has continuous access to the software. Product Support In all product license transactions, customers are required to purchase a standard product support package (either separately or as an included component of a term license transaction) that may subsequently be renewed at their option. Customers may also purchase a premium product support package for a fixed annual fee. All product support packages include both technical support and when-and-if-available software upgrades, which are treated as a single performance obligation as they are considered a series of distinct services that are substantially the same and have the same duration and measure of progress. Revenue from product support is recognized on a straight-line basis over the contract period, which is the period over which the customer has continuous access to product support. Consulting Services The Company sells consulting services to help customers plan and execute deployment of the Company’s software. Customers are not required to use consulting services to fully benefit from the software. Consulting services are regularly sold on a standalone basis and either (i) prepaid upfront or (ii) sold on a time and materials basis. Consulting arrangements are each considered separate performance obligations because they do not integrate with each other or with other offerings to deliver a combined output to the customer, do not modify or customize (or are not modified or customized by) each other or other offerings, and do not affect the customer’s ability to use the other consulting services or the Company’s other offerings. Revenue under consulting arrangements is recognized over time as services are delivered. For time and materials-based consulting arrangements, the Company has elected the practical expedient of recognizing revenue upon invoicing since the invoiced amount corresponds directly to the value of the Company’s service to date. Education Services The Company sells various education and training services to its customers. Education services are sold on a standalone basis under two different types of arrangements: (i) annual subscriptions to live and on-demand training courses and (ii) custom courses purchased on an hourly basis. Education arrangements are each considered separate performance obligations because they do not integrate with each other or with other offerings to deliver a combined output to the customer, do not modify or customize (or are not modified or customized by) each other or other offerings, and do not affect the customer’s ability to use the other education services or the Company’s other offerings. Revenue on annual subscriptions is recognized on a straight-line basis over the contract period, which is the period over which the customer has continuous access to the training courses. Revenue on custom courses is recognized on a time and materials basis as the services are delivered. See Note 16, Segment Information, to the Consolidated Financial Statements for information regarding total revenues by geographic region. Estimates and Judgments The Company makes estimates and judgments to allocate the transaction price based on an observable or estimated SSP. The Company also makes estimates and judgments with respect to capitalizing incremental costs to obtain a customer contract and determining the subsequent amortization period. These estimates and judgments are discussed further below. Determining the Transaction Price The transaction price includes both fixed and variable consideration. Variable consideration is included in the transaction price to the extent it is probable that a significant reversal will not occur. The amount of variable consideration excluded from the transaction price was not material for the years ended December 31, 2022, 2021, and 2020. The Company’s estimates of variable consideration are also subject to subsequent true-up adjustments and may result in changes to its transaction prices. Such true-up adjustments have not been and are not expected to be material. The Company has the following sources of variable consideration:
| (i) | Performance penalties – Subscription services and product support arrangements generally contain performance response time guarantees. For subscription services arrangements, the Company estimates variable consideration using a portfolio approach because performance penalties are tied to standard up-time requirements. For product support arrangements, the Company estimates variable consideration on a contract basis because such arrangements are customer-specific. For both subscription services and product support arrangements, the Company uses an expected value approach to estimate variable consideration based on historical business practices and current and future performance expectations to determine the likelihood of incurring penalties.
| (ii) | Extended payment terms – The Company’s standard payment terms are generally within 180 days of invoicing. If extended payment terms are granted to customers, those terms generally do not exceed one year. For contracts with extended payment terms, the Company estimates variable consideration on a contract basis because such estimates are customer-specific and uses an expected value approach to analyze historical business experience on a customer-by-customer basis to determine the likelihood that extended payment terms lead to an implied price concession.
| (iii) | Sales and usage-based royalties – Certain product license arrangements include sales or usage-based royalties, covering both product license and product support. In these arrangements, the Company uses an expected value approach to estimate and recognize revenue for royalty sales each period, utilizing historical data on a contract-by-contract basis. True-up adjustments are recorded in subsequent periods when royalty reporting is received from the OEMs and during the years ended December 31, 2022, 2021, and 2020 were not material.
The Company provides a standard software assurance warranty to repair, replace, or refund software that does not perform in accordance with documentation. The standard software assurance warranty period is generally less than one year. Assurance warranty claims were not material for the years ended December 31, 2022, 2021, and 2020. The Company does not adjust the transaction price for significant financing components where the time period between cash payment and performance is one year or less. However, there are circumstances where the timing between cash payment and performance may exceed one year. These circumstances generally involve prepaid multi-year license, product support and subscription services arrangements where the customer determines when the service is utilized. In these circumstances, the Company has determined no significant financing component exists because the customer controls when to utilize the service and because there are significant business purposes behind the timing difference between payment and performance (e.g., ensuring collectability in the case of subscription services). Allocating the Transaction Price Based on Standalone Selling Prices (SSP) The Company allocates the transaction price to each performance obligation in a contract based on its relative SSP. The SSP is the price, or estimated price, of the software or service when sold on a standalone basis at contract inception. In circumstances where SSP is not directly observable, the Company estimates SSP using the following methodologies:
| (i) | Product licenses – Product licenses are not sold on a standalone basis and pricing is highly variable. The Company establishes SSP of product licenses using a residual approach after first establishing the SSP of standard product support. Standard product support is sold on a standalone basis within a narrow range of the stated net license fee, and because an economic relationship exists between product licenses and standard product support, the Company has concluded that the residual method to estimate SSP of product licenses sold on both a perpetual and term basis is a fair allocation of the transaction price.
| (ii) | Subscription services – Given the highly variable selling price of subscription services, the Company establishes the SSP of its subscription services arrangements using a similar residual approach after first establishing the SSP of consulting and education services to the extent they are included in the arrangement. The Company has concluded that the residual method to estimate SSP of its subscription services is a fair allocation of the transaction price.
| (iii) | Standard product support – The Company establishes SSP of standard product support as a percentage of the stated net license fee, given such pricing is consistent with its normal pricing practices and there exists sufficient history of customers renewing standard product support on a standalone basis at similar percentages. Semi-annually, the Company tracks renewal rates
|  | negotiated when standard product support is initially sold with a perpetual license in order to determine the SSP of standard product support within each geographic region for the upcoming quarter. If the stated standard product support fee falls within the SSP range, the specific rate in the contract will be used to determine SSP. If the stated fee is above or below SSP, the highest or lowest end of the range, respectively, will generally be used to determine SSP of standard product support for perpetual licenses. For term licenses, the Company determines SSP of standard product support at the lower end of the SSP range used for perpetual licenses because the term license s are time bound, resulting in a lower value placed on product support as compared to a perpetual license.
| (iv) | Premium product support, consulting services, and education services –SSP of premium product support, consulting services, and education services is established by using a bell-shaped curve approach to define a narrow range within each geographic region in which the services are discounted off of the list price on a standalone basis.
The Company often provides options to purchase future offerings at a discount. The Company analyzes the option price against the previously established SSP of the goods or services to determine if the options represent material rights that should be accounted for as separate performance obligations. In general, an option sold at or above SSP is not considered a material right because the customer could have received that right without entering into the contract. If a material right exists, revenue associated with the option is deferred and recognized when the future goods or services are transferred, or when the option expires. During the years ended December 31, 2022, 2021, and 2020, separate performance obligations arising from future purchase options have not been material. (o) Incremental Costs to Obtain Customer Contracts The Company capitalizes costs incurred to obtain a contract with a customer when they are deemed incremental to obtaining the contract and expected to be recoverable. Capitalizable costs are generally limited to sales incentives paid to the Company’s sales team. The Company capitalizes the amounts related to product support, cloud subscription, and term license contracts. Costs capitalized are amortized over a period of time that is consistent with the pattern of transfer to the customer, which the Company has determined is generally three years and includes consideration for contract length, anticipated renewals, product life cycle, and customer behavior. The Company amortizes the cost over this period on a straight-line basis for product support and subscription service components, and at point(s) in time coinciding with delivery of the license component of term license contracts. The Company has elected the practical expedient to expense capitalizable costs as incurred where the amortization period would be one year or less, which includes those amounts earned on perpetual license, consulting, and education contracts. As of December 31, 2022 and 2021, capitalized costs to obtain customer contracts, net of accumulated amortization, were $15.8 million and $4.7 million, respectively, and are presented within “Deposits and other assets” in the Consolidated Balance Sheets. During the years ended December 31, 2022, 2021, and 2020, amortization expenses related to these capitalized costs were $4.5 million, $2.7 million, and $3.1 million, respectively, and are reflected within “Sales and marketing” in the Consolidated Statements of Operations. (p) Advertising Costs Advertising costs include production costs, which are expensed the first time the advertisement takes place, and media placement costs, which are expensed in the month the advertising appears. Total advertising costs were $0.8 million, $1.2 million, and $0.1 million for the years ended December 31, 2022, 2021, and 2020, respectively. As of December 31, 2022 and 2021, the Company had no prepaid advertising costs. (q) Share-based Compensation The Company maintains the 2013 Stock Incentive Plan (as amended, the “2013 Equity Plan”), under which the Company’s employees, officers, directors, and other eligible participants may be awarded various types of share-based compensation, including options to purchase shares of the Company’s class A common stock, restricted stock units, and other stock-based awards. During 2021, the Company adopted and the Company’s stockholders approved the 2021 Employee Stock Purchase Plan (the “2021 ESPP”), under which eligible employees of the Company and certain of its subsidiaries may be provided with opportunities to purchase shares of the Company’s class A common stock. The Company recognizes share-based compensation expense associated with the 2013 Equity Plan and the 2021 ESPP on a straight-line basis over the requisite service period (generally, the vesting period for awards under the 2013 Equity Plan and the offering period under the 2021 ESPP). For options and other stock-based awards, the share-based compensation expense is based on the fair value of the awards on the date of grant, as estimated using the Black-Scholes valuation model. For restricted stock units, the share-based compensation expense is based on the fair value of the Company’s class A common stock on the date of grant. The fair value of liability-classified awards (e.g., the other stock-based awards and cash-settled restricted stock units) is remeasured at each reporting date. For the 2021 ESPP, the share-based compensation expense is based on the grant date fair value, which consists of the intrinsic value of any purchase discount and the fair value of the look-back provision using the Black-Scholes valuation model. Share-based compensation expense is recorded in cost of revenues or operating expense line items in the Statement of Operations corresponding to the respective participant’s role or function. See Note 11, Share-based Compensation, to the Consolidated Financial Statements for further information regarding the 2013 Equity Plan, the 2021 ESPP, related share-based compensation expense, and assumptions used in determining fair value. (r) Income Taxes The Company is subject to federal, state, and local income taxes in the United States and a number of foreign countries. Deferred income taxes are provided based on enacted tax laws and rates applicable to the periods in which the taxes become payable. For uncertain income tax positions, the Company uses a more-likely-than-not recognition threshold based on the technical merits of the income tax position taken. Income tax positions that meet the more-likely-than-not recognition threshold are measured in order to determine the tax benefit recognized in the financial statements. The Company recognizes accrued interest related to unrecognized tax benefits as part of income tax expense. Penalties, if incurred, are recognized as a component of income tax expense. The Company provides a valuation allowance to reduce deferred tax assets to their estimated realizable value, when appropriate. (s) Basic and Diluted Earnings Per Share Basic earnings per share is determined by dividing the net income attributable to common stockholders by the weighted average number of shares of common stock, including shares of class A common stock and class B common stock, outstanding during the period. Diluted earnings per share is determined by dividing the net income attributable to common stockholders by the weighted average number of shares of common stock and potential shares of common stock outstanding during the period. Potential shares of common stock are included in the diluted earnings per share calculation when dilutive. Potential shares of common stock consisting of class A common stock issuable upon the exercise of outstanding employee stock options, the vesting of restricted stock units, and in connection with the 2021 ESPP are computed using the treasury stock method. Upon the adoption of ASU 2020-06, potential shares of common stock consisting of class A common stock issuable upon conversion of the Company’s convertible senior notes are computed using the if-converted method. Prior to the adoption of ASU 2020-06, potential shares of common stock consisting of class A common stock issuable upon conversion of the Company’s convertible senior notes were computed using the treasury stock method. See Note 3, Recent Accounting Standards, to the Consolidated Financial Statements for further information regarding the differences in the if-converted and treasury stock methods. In computing diluted earnings per share, the Company first calculates the earnings per incremental share (“EPIS”) for each class of potential shares of common stock and ranks the classes from the most dilutive (i.e., lowest EPIS) to the least dilutive (i.e., highest EPIS). Basic earnings per share is then adjusted for the effect of each class of shares, in sequence and cumulatively, until a particular class no longer produces further dilution. The Company has two classes of common stock: class A common stock and class B common stock. Holders of class A common stock generally have the same rights, including rights to dividends, as holders of class B common stock, except that holders of class A common stock have one vote per share while holders of class B common stock have ten votes per share. Each share of class B common stock is convertible at any time, at the option of the holder, into one share of class A common stock. As such, basic and fully diluted earnings per share for class A common stock and for class B common stock are the same. The Company has never declared or paid any cash dividends on either class A or class B common stock. As of December 31, 2022 and 2021, there were no shares of preferred stock issued or outstanding. (t) Foreign Currency Translation The functional currency of the Company’s international operations is generally the local currency. Accordingly, all assets and liabilities of international subsidiaries are translated using exchange rates in effect at the end of the period, and revenue and expenses are translated using average monthly exchange rates for the period in which the transactions occur. The related translation adjustments are reported in “Accumulated other comprehensive income (loss)” in stockholders’ equity. In general, upon complete or substantially complete liquidation of an investment in an international subsidiary, the amount of accumulated translation adjustments attributable to that subsidiary is reclassified from stockholders’ equity to the statement of operations. Transaction gains and losses arising from transactions denominated in a currency other than the functional currency of the entity involved are included in the results of operations. As of December 31, 2022, 2021, and 2020, the cumulative foreign currency translation balances were $(13.8) million, $(7.5) million, and $(3.9) million, respectively. No taxes were recognized on the temporary differences resulting from foreign currency translation adjustments for the years ended December 31, 2022, 2021, and 2020. Transaction gains and losses arising from transactions denominated in foreign currencies resulted in net gains of $6.2 million and $2.5 million in 2022 and 2021, respectively, and a net loss of $7.6 million in 2020, and are included in “Other income (expense), net” in the Consolidated Statements of Operations. (u) Concentrations of Credit Risk Financial instruments that potentially subject the Company to concentrations of credit risk consist primarily of cash and cash equivalents, restricted cash, and accounts receivable. The Company places its cash equivalents with high credit-quality financial institutions and has established guidelines relative to credit ratings and maturities that seek to maintain safety and liquidity. The Company sells its offerings to various companies across several industries throughout the world in the ordinary course of business. The Company routinely assesses the financial strength of its customers and maintains allowances for anticipated losses. As of December 31, 2022 and 2021, no individual customer accounted for 10% or more of net accounts receivable, and for the years ended December 31, 2022, 2021, and 2020, no individual customer accounted for 10% or more of revenue.

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