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UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
WASHINGTON, D.C. 20549
FORM 10-Q
(MARK ONE)
QUARTERLY REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
FOR THE QUARTERLY PERIOD ENDED JULY 31, 2023
OR
TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
FOR THE TRANSITION PERIOD FROM                      TO
COMMISSION FILE NUMBER: 000-19807
synopsyslogoa20.jpg
SYNOPSYS, INC.
(Exact name of registrant as specified in its charter)
Delaware 56-1546236
(State or other jurisdiction of
incorporation or organization)
 (I.R.S. Employer
Identification Number)
675 ALMANOR AVE
SUNNYVALE, CA 94085
(Address of principal executive offices, including zip code)
(650) 584-5000
(Registrant’s telephone number, including area code)
Securities registered pursuant to Section 12(b) of the Act:
Title of each classTrading Symbol(s)Name of each exchange on which registered
Common Stock
(par value of $0.01 per share)
SNPSNasdaq Global Select Market
Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days.    Yes  ý    No  ¨
Indicate by check mark whether the registrant has submitted electronically every Interactive Data File required to be submitted pursuant to Rule 405 of Regulation S-T (§232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit such files).    Yes  ý    No  ¨
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, a smaller reporting company, or an emerging growth company. See the definitions of “large accelerated filer,” “accelerated filer,” “smaller reporting company,” and “emerging growth company” in Rule 12b-2 of the Exchange Act.
Large accelerated filer ý  Accelerated Filer 
Non-accelerated filer 
¨  
  Smaller reporting company 
Emerging growth company
If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act. ¨
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act).    Yes      No  ý
As of August 16, 2023, there were 152,083,817 shares of the registrant’s common stock outstanding.



SYNOPSYS, INC.
QUARTERLY REPORT ON FORM 10-Q
FOR THE FISCAL QUARTER ENDED JULY 31, 2023
TABLE OF CONTENTS
  Page
PART I.
Item 1.
Item 2.
Item 3.
Item 4.
PART II.
Item 1.
Item 1A.
Item 2.
Item 5.
Item 6.




PART I. FINANCIAL INFORMATION
Item 1.Financial Statements
SYNOPSYS, INC.
CONDENSED CONSOLIDATED BALANCE SHEETS
(in thousands, except par value amounts)
July 31,
2023
 October 31,
2022
(unaudited)
ASSETS
Current assets:
Cash and cash equivalents$1,686,144 $1,417,608 
Short-term investments148,443 147,913 
      Total cash, cash equivalents and short-term investments1,834,587 1,565,521 
Accounts receivable, net666,577 796,091 
Inventories282,791 211,927 
Prepaid and other current assets484,357 439,130 
Total current assets3,268,312 3,012,669 
Property and equipment, net535,973 483,300 
Operating lease right-of-use assets, net574,727 559,090 
Goodwill3,887,860 3,842,234 
Intangible assets, net336,723 386,446 
Deferred income taxes813,810 670,653 
Other long-term assets505,826 463,695 
Total assets$9,923,231 $9,418,087 
LIABILITIES, REDEEMABLE NON-CONTROLLING INTEREST AND STOCKHOLDERS’ EQUITY
Current liabilities:
Accounts payable and accrued liabilities$905,464 $809,403 
Operating lease liabilities80,192 54,274 
Deferred revenue1,744,326 1,910,822 
Total current liabilities2,729,982 2,774,499 
Long-term operating lease liabilities590,827 581,273 
Long-term deferred revenue194,860 154,472 
Long-term debt18,165 20,824 
Other long-term liabilities389,516 327,829 
Total liabilities3,923,350 3,858,897 
Redeemable non-controlling interest35,877 38,664 
Stockholders’ equity:
Preferred stock, $0.01 par value: 2,000 shares authorized; none outstanding
  
Common stock, $0.01 par value: 400,000 shares authorized; 152,125 and 152,375 shares outstanding, respectively
1,521 1,524 
Capital in excess of par value1,257,382 1,487,126 
Retained earnings6,389,825 5,534,307 
Treasury stock, at cost: 5,136 and 4,886 shares, respectively
(1,542,889)(1,272,955)
Accumulated other comprehensive income (loss)(147,284)(234,277)
Total Synopsys stockholders’ equity5,958,555 5,515,725 
Non-controlling interest5,449 4,801 
Total stockholders’ equity5,964,004 5,520,526 
Total liabilities, redeemable non-controlling interest and stockholders’ equity$9,923,231 $9,418,087 

See the accompanying Notes to Condensed Consolidated Financial Statements (unaudited).
1


SYNOPSYS, INC.
CONDENSED CONSOLIDATED STATEMENTS OF INCOME
(Unaudited, in thousands, except per share amounts)
 Three Months Ended 
 July 31,
Nine Months Ended 
 July 31,
 2023202220232022
Revenue:
Time-based products$922,874 $754,322 $2,513,383 $2,185,626 
Upfront products297,967 268,584 980,149 973,483 
Total products revenue1,220,841 1,022,906 3,493,532 3,159,109 
Maintenance and service266,447 224,860 749,959 638,141 
Total revenue1,487,288 1,247,766 4,243,491 3,797,250 
Cost of revenue:
Products190,809 164,077 549,908 480,166 
Maintenance and service98,299 87,774 285,056 253,665 
Amortization of intangible assets18,374 19,330 54,886 47,145 
Total cost of revenue307,482 271,181 889,850 780,976 
Gross margin1,179,806 976,585 3,353,641 3,016,274 
Operating expenses:
Research and development507,402 444,826 1,458,328 1,218,761 
Sales and marketing227,134 199,246 660,034 571,329 
General and administrative109,714 91,461 298,161 246,426 
Amortization of intangible assets6,697 7,124 19,996 23,036 
Restructuring charges33,385  78,384 12,057 
Total operating expenses884,332 742,657 2,514,903 2,071,609 
Operating income295,474 233,928 838,738 944,665 
Other income (expense), net25,808 2,426 53,353 (41,280)
Income before income taxes321,282 236,354 892,091 903,385 
Provision (benefit) for income taxes(11,773)16,708 20,461 76,506 
Net income$333,055 $219,646 $871,630 $826,879 
Net income (loss) attributed to non-controlling interest and redeemable non-controlling interest(3,197)(2,980)(9,068)(4,215)
Net income attributed to Synopsys$336,252 $222,626 $880,698 $831,094 
Net income per share attributed to Synopsys:
Basic$2.21 $1.46 $5.79 $5.43 
Diluted$2.17 $1.43 $5.68 $5.31 
Shares used in computing per share amounts:
Basic152,023 152,938 152,204 153,082 
Diluted154,947 155,806 155,119 156,545 
See the accompanying Notes to Condensed Consolidated Financial Statements (unaudited).

2


SYNOPSYS, INC.
CONDENSED CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME
(Unaudited, in thousands)
 Three Months Ended 
 July 31,
Nine Months Ended 
 July 31,
 2023202220232022
Net income$333,055 $219,646 $871,630 $826,879 
Other comprehensive income (loss):
Change in foreign currency translation adjustment(12,232)(23,378)19,297 (63,989)
Changes in unrealized gains (losses) on available-for-sale securities, net of tax of $0 for periods presented
(212)(1)1,326 (1,674)
Cash flow hedges:
Deferred gains (losses), net of tax $(2,147) and $(14,995) for the three and nine months ended July 31, 2023, respectively, and of $6,780 and $16,191 for each of the same periods in fiscal 2022, respectively.
5,907 (19,051)43,489 (41,769)
Reclassification adjustment on deferred (gains) losses included in net income, net of tax of $(2,111) and $(8,707), for the three and nine months ended July 31, 2023, and of $(28) and $(499) for each of the same periods in fiscal 2022, respectively.
5,250 36 22,881 1,543 
Other comprehensive income (loss), net of tax effects(1,287)(42,394)86,993 (105,889)
Comprehensive income331,768 177,252 958,623 720,990 
Less: net income (loss) attributed to non-controlling interest and redeemable non-controlling interest(3,197)(2,980)(9,068)(4,215)
Comprehensive income attributed to Synopsys$334,965 $180,232 $967,691 $725,205 
See the accompanying Notes to Condensed Consolidated Financial Statements (unaudited).

3


SYNOPSYS, INC.
CONDENSED CONSOLIDATED STATEMENTS OF STOCKHOLDERS’ EQUITY
(Unaudited, in thousands)
 Capital in
Excess of
Par
Value
Retained
Earnings
Treasury
Stock
Accumulated
Other
Comprehensive
Income (Loss)
Total 
Synopsys
Stockholders’
Equity
Non-controlling
Interest
Stockholders’
Equity
Common Stock
 SharesAmount
Balance at April 30, 2023
152,251 $1,523 $1,330,072 $6,075,009 $(1,428,748)$(145,997)$5,831,859 $5,086 $5,836,945 
Net income336,252 336,252 (557)335,695 
Other comprehensive income (loss), net of tax effects(1,287)(1,287)(1,287)
Purchases of treasury stock(751)(8)8 (300,000)(300,000)(300,000)
Common stock issued, net of shares withheld for employee taxes625 6 (215,666)(18,796)185,859 (48,597)(48,597)
Stock-based compensation142,968 142,968 1,496 144,464 
Adjustments to redeemable non-controlling interest(2,640)(2,640)(2,640)
Recognition of non-controlling interest upon issuance of subsidiary stock (576)(576)
Balance at July 31, 2023
152,125 $1,521 $1,257,382 $6,389,825 $(1,542,889)$(147,284)$5,958,555 $5,449 $5,964,004 
Balance at October 31, 2022
152,375 $1,524 $1,487,126 $5,534,307 $(1,272,955)$(234,277)$5,515,725 $4,801 $5,520,526 
Net income880,698 880,698 (1,217)879,481 
Other comprehensive income (loss), net of tax effects86,993 86,993 86,993 
Purchases of treasury stock(2,382)(24)24 (860,724)(860,724)(860,724)
Equity forward contract, net(45,000)(45,000)(45,000)
Common stock issued, net of shares withheld for employee taxes2,132 21 (603,944)(19,108)590,790 (32,241)(32,241)
Stock-based compensation418,047 418,047 3,902 421,949 
Adjustments to redeemable non-controlling interest(6,072)(6,072)(6,072)
Recognition of non-controlling interest upon issuance of subsidiary stock1,129 1,129 (2,037)(908)
Balance at July 31, 2023
152,125 $1,521 $1,257,382 $6,389,825 $(1,542,889)$(147,284)$5,958,555 $5,449 $5,964,004 
Capital in
Excess of
Par
Value
Retained
Earnings
Treasury
Stock
Accumulated
Other
Comprehensive
Income (Loss)
Total 
Synopsys
Stockholders’
Equity
Non-controlling
Interest
Stockholders’
Equity
Common Stock
 SharesAmount
Balance at April 30, 2022
152,955 $1,530 $1,517,481 $5,157,633 $(999,234)$(113,099)$5,564,311 $3,119 $5,567,430 
Net income222,626 222,626 (307)222,319 
Other comprehensive income (loss), net of tax effects(42,394)(42,394)(42,394)
Purchases of treasury stock(715)(8)8 (217,266)(217,266)(217,266)
Equity forward contract, net(40,000)(40,000)(40,000)
Common stock issued, net of shares withheld for employee taxes764 8 (188,562)181,659 (6,895)(6,895)
Stock-based compensation126,317 126,317 1,288 127,605 
Adjustments to redeemable non-controlling interest(2,673)(2,673)(2,673)
Balance at July 31, 2022
153,004 $1,530 $1,415,244 $5,377,586 $(1,034,841)$(155,493)$5,604,026 $4,100 $5,608,126 
Balance at October 31, 2021
153,062 $1,531 $1,576,363 $4,549,713 $(782,866)$(49,604)$5,295,137 $3,806 $5,298,943 
Net income831,094 831,094 (994)830,100 
Other comprehensive income (loss), net of tax effects(105,889)(105,889)(105,889)
Purchases of treasury stock(2,400)(24)24 (752,266)(752,266)(752,266)
Equity forward contract, net(5,000)(5,000)(5,000)
Common stock issued, net of shares withheld for employee taxes2,342 23 (488,292)500,291 12,022 12,022 
Stock-based compensation332,149 332,149 1,288 333,437 
Adjustments to redeemable non-controlling interest(3,221)(3,221)(3,221)
Balance at July 31, 2022
153,004 $1,530 $1,415,244 $5,377,586 $(1,034,841)$(155,493)$5,604,026 $4,100 $5,608,126 
See the accompanying Notes to Condensed Consolidated Financial Statements (unaudited).
4


SYNOPSYS, INC.
CONDENSED CONSOLIDATED STATEMENTS OF CASH FLOWS
(Unaudited, in thousands)
 Nine Months Ended 
 July 31,
 20232022
Cash flows from operating activities:
Net income$871,630 $826,879 
Adjustments to reconcile net income to net cash provided by operating activities:
Amortization and depreciation180,033 169,708 
Reduction of operating lease right-of-use assets72,647 65,980 
Amortization of capitalized costs to obtain revenue contracts61,677 54,438 
Stock-based compensation421,949 333,437 
Allowance for credit losses11,937 (4,516)
Deferred income taxes(166,061)5,843 
Other non-cash8,649 10,356 
Net changes in operating assets and liabilities, net of acquired assets and liabilities:
Accounts receivable112,511 (121,786)
Inventories(77,919)118 
Prepaid and other current assets8,373 (56,075)
Other long-term assets(116,487)(20,058)
Accounts payable and accrued liabilities48,574 (46,356)
Operating lease liabilities(52,914)(66,187)
Income taxes123,924 (60,739)
Deferred revenue(131,310)254,353 
Net cash provided by operating activities1,377,213 1,345,395 
Cash flows from investing activities:
Proceeds from sales and maturities of short-term investments104,139 70,847 
Purchases of short-term investments(102,457)(73,330)
Proceeds from sales of long-term investments7,248 582 
Purchases of long-term investments(435)(7,000)
Purchases of property and equipment(136,520)(102,934)
Acquisitions, net of cash acquired(51,324)(416,323)
Capitalization of software development costs(2,204)(1,970)
Other (1,200)
Net cash used in investing activities(181,553)(531,328)
Cash flows from financing activities:
Repayment of debt(2,603)(76,838)
Issuances of common stock164,841 161,416 
Payments for taxes related to net share settlement of equity awards(198,969)(149,130)
Purchase of equity forward contract(45,000)(40,000)
Purchases of treasury stock(860,724)(717,266)
Other(122)(3,413)
Net cash used in financing activities(942,577)(825,231)
Effect of exchange rate changes on cash, cash equivalents and restricted cash14,997 (38,155)
Net change in cash, cash equivalents and restricted cash 268,080 (49,319)
Cash, cash equivalents and restricted cash, beginning of year1,419,864 1,435,183 
Cash, cash equivalents and restricted cash, end of period$1,687,944 $1,385,864 
See the accompanying Notes to Condensed Consolidated Financial Statements (unaudited).
5


SYNOPSYS, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(Unaudited)
Note 1. Description of Business
Synopsys, Inc. (Synopsys, we, our or us) provides products and services used across the entire Silicon to Software spectrum, from engineers creating advanced semiconductors to software developers seeking to ensure the security and quality of their code.
We are a global leader in electronic design automation (EDA) software that engineers use to design and test integrated circuits (ICs), also known as chips. We provide software and hardware used to validate the electronic systems that incorporate chips and the software that runs on them. We also provide technical services and support to help our customers develop advanced chips and electronic systems. These products and services are part of our Design Automation segment.
We also offer semiconductor intellectual property (IP) products, which are pre-designed circuits that engineers use as components of larger chip designs rather than designing those circuits themselves. These products and services are part of our Design IP segment.
We are also a leading provider of software tools and services that improve the security, quality and compliance of software in a wide variety of industries, including electronics, financial services, automotive, medicine, energy and industrials. These tools and services are part of our Software Integrity segment.
Note 2. Summary of Significant Accounting Policies and Basis of Presentation
We have prepared the accompanying condensed consolidated financial statements pursuant to the rules and regulations of the Securities and Exchange Commission (SEC). Pursuant to these rules and regulations, we have condensed or omitted certain information and footnote disclosures we normally include in our annual consolidated financial statements prepared in accordance with U.S. generally accepted accounting principles (U.S. GAAP). The condensed consolidated financial statements are unaudited but, in management’s opinion, we have made all adjustments (consisting only of normal, recurring adjustments, except as otherwise indicated) necessary for a fair presentation of our quarterly results. Our interim period operating results do not necessarily indicate the results that may be expected for any other interim period or for the full fiscal year. These financial statements and accompanying notes should be read in conjunction with the consolidated financial statements and notes thereto in our Annual Report on Form 10-K for the fiscal year ended October 31, 2022 as filed with the SEC on December 12, 2022 (our Annual Report).
Use of Estimates. To prepare financial statements in conformity with U.S. GAAP, management must make estimates and assumptions that affect the amounts reported in the condensed consolidated financial statements and accompanying notes. Actual results could differ from these estimates and could have a material impact on our operating results and financial position.
Principles of Consolidation. The condensed consolidated financial statements include our accounts and the accounts of our wholly and majority-owned subsidiaries. All intercompany accounts and transactions have been eliminated in consolidation.
Fiscal Year End. Our fiscal year generally ends on the Saturday nearest to October 31 and consists of 52 weeks, with the exception that approximately every five years, we have a 53-week year. When a 53-week year occurs, we include the additional week in the first quarter to realign fiscal quarters with calendar quarters. Fiscal 2023 and 2022 are both 52-week years. Fiscal 2023 will end on October 28, 2023. Fiscal 2022 ended on October 29, 2022. For presentation purposes, the condensed consolidated financial statements and accompanying notes refer to the closest calendar month end.
Comparability. Certain reclassifications have been made to the prior period's condensed consolidated financial statements to conform to the current year presentation. The reclassifications did not have a material impact on the prior period's condensed consolidated balance sheets, statements of income, statements of comprehensive income and statements of cash flows.
Segment Reporting. Effective in the first quarter of fiscal 2023, we realigned our organizational structure to evaluate the results of our Design IP business separately. Our Chief Operating Decision Maker (CODM), our Chief
6


Executive Officer (CEO), now regularly reviews disaggregated segment information, assesses performance against our key growth strategies and allocates resources based on this new organizational structure. As a result, effective in the first quarter of fiscal 2023, we changed our reportable segments from two reportable segments to the following three reportable segments: (1) Design Automation, which includes EDA tools, system integration solutions and other associated revenue categories, (2) Design IP, which includes IP products, and (3) Software Integrity, which includes a comprehensive solution for building integrity—security, quality and compliance testing—into the customers' software development lifecycle and supply chain. As such, prior period reportable segment results and related disclosures have been reclassified to reflect our current reportable segments.
Goodwill. As a result of the change to our reportable segments, we reassessed our reporting units for the evaluation of goodwill during the first quarter of fiscal 2023. Prior to this change, our reporting units were determined to be the same as reportable segments for the purpose of goodwill impairment assessment. Our reassessment determined that we now have three reporting units, which are the same as our reportable segments.
Goodwill represents the excess of the aggregate purchase price over the fair value of the net tangible and identifiable intangible assets acquired by us. The carrying amount of goodwill at each reporting unit is tested for impairment annually on the first day of the fourth fiscal quarter, or more frequently if facts and circumstances warrant a review. We perform either a qualitative or quantitative assessment for goodwill impairment test. When a quantitative goodwill impairment assessment is performed, we use an income approach based on discounted cash flow analysis, a market approach based on market multiples, or a combination of both. If the fair value of a reporting unit is less than its carrying value, a goodwill impairment loss is recorded for the difference.
The change in reporting units was considered a triggering event, indicating a test for goodwill impairment was required before and after the change in reporting units. We performed those impairment tests, which did not result in the identification of an impairment loss as of January 31, 2023.
If assumptions or estimates with respect to our future performance vary from what is expected, including but not limited to those assumptions relating to inflationary pressure on costs and geopolitical uncertainties, this may impact the impairment analysis and could reduce the underlying cash flows used to estimate fair values and result in a decline in fair value that may trigger future impairment charges.
Assets Held for Sale. Assets are classified as held for sale when all of the following criteria for a plan of sale have been met: (i) management, having the authority to approve the action, commits to a plan to sell the assets; (ii) the assets are available for immediate sale in their present condition, subject only to terms that are usual and customary; (iii) an active program to locate a buyer and other actions required to complete the plan to sell have been initiated; (iv) the sale of the assets is probable and is expected to be completed within one year; (v) the assets are being actively marketed for sale at a price that is reasonable in relation to their current fair value; and (vi) actions necessary to complete the plan of sale indicate that it is unlikely that significant changes to the plan will be made or that the plan will be withdrawn.
Significant Accounting Policies. There have been no material changes to our significant accounting policies included in our Annual Report.
Recently Issued Accounting Pronouncements
In June 2022, the Financial Accounting Standards Board (FASB) issued Accounting Standards Update (ASU) 2022-03, Fair Value Measurement (Topic 820): Fair Value Measurement of Equity Securities Subject to Contractual Sale Restrictions (ASU 2022-03), which applies to all equity securities measured at fair value that are subject to contractual sale restrictions. This change prohibits entities from taking into account contractual restrictions on the sale of equity securities when estimating fair value and introduces required disclosures for such transactions. The standard will become effective for us beginning on November 1, 2024 and will be applied prospectively. Early adoption is permitted. Any future impact from the adoption of this guidance will depend on the facts and circumstances of future transactions.
Note 3. Revenue
Disaggregated Revenue
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The following table showed the percentage of revenue by product groups:
Three Months Ended 
 July 31,
Nine Months Ended 
 July 31,
2023202220232022
EDA65.5 %63.8 %64.7 %62.2 %
Design IP23.5 %25.1 %24.3 %26.9 %
Software Integrity8.9 %9.5 %9.3 %8.9 %
Other2.1 %1.6 %1.7 %2 %
Total100.0 %100.0 %100.0 %100.0 %
Contract Balances
The contract assets indicated below are presented as prepaid and other current assets in the condensed consolidated balance sheets. The contract assets are transferred to receivables when the rights to invoice and receive payment become unconditional. Unbilled receivables are presented as accounts receivable, net, in the condensed consolidated balance sheets.
Contract balances were as follows:
As of
July 31, 2023October 31, 2022
 (in thousands)
Contract assets, net$270,105 $260,498 
Unbilled receivables$49,261 $46,254 
Deferred revenue$1,939,186 $2,065,294 
During the three and nine months ended July 31, 2023, we recognized revenue of $344.9 million and $1.6 billion, respectively, including previously unfulfilled contracts that have expired and are no longer subject to an implied promise to provide future services, that was included in the deferred revenue balance as of October 31, 2022.
Contracted but unsatisfied or partially unsatisfied performance obligations were approximately $7.1 billion as of July 31, 2023, which includes $1.4 billion in non-cancellable Flexible Spending Account (FSA) commitments from customers where actual product selection and quantities of specific products or services are to be determined by customers at a later date. We have elected to exclude future sales-based royalty payments from the remaining performance obligations. Approximately 42% of the contracted but unsatisfied or partially unsatisfied performance obligations as of July 31, 2023, excluding non-cancellable FSA, are expected to be recognized over the next 12 months, with the remainder recognized thereafter.
During the three and nine months ended July 31, 2023, we recognized $24.2 million and $75.8 million, respectively, from performance obligations satisfied from sales-based royalties earned during the periods. During the three and nine months ended July 31, 2022, we recognized $33.9 million and $103.5 million, respectively, from performance obligations satisfied from sales-based royalties earned during the periods.
Costs of Obtaining a Contract with Customer
Capitalized commission costs, net of accumulated amortization, as of July 31, 2023 were $96.7 million and included in other long-term assets in our condensed consolidated balance sheets. Amortization of these assets was $22.1 million and $61.7 million during the three and nine months ended July 31, 2023, respectively, and included in sales and marketing expense in the condensed consolidated statements of income. Amortization of these assets was $19.9 million and $54.4 million during the three and nine months ended July 31, 2022, respectively, and included in sales and marketing expense in the condensed consolidated statements of income.
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Note 4. Business Combination
During the nine months ended July 31, 2023, we completed two acquisitions for aggregate purchase consideration of $48.6 million, net of cash acquired. The purchase consideration was allocated as follows: $24.6 million to identifiable intangible assets and $28.5 million to goodwill. The total purchase consideration is preliminary, and as additional information becomes available, we may further revise it during the remainder of the measurement period, which will not exceed 12 months from the closing of the acquisition. The goodwill recognized from both acquisitions was assigned to the Design Automation reporting unit, and $5.7 million was deductible for income tax purposes.
We have included the financial results of these acquisitions in our condensed consolidated financial statements from the date of acquisition. These results were not material to our condensed consolidated financial statements.
Transaction costs were $4.5 million and $9.8 million during the three and nine months ended July 31, 2023, respectively. Transaction costs were $5.2 million and $11.3 million during the three and nine months ended July 31, 2022, respectively. These costs mainly consisted of professional fees and administrative costs and were expensed as incurred in our condensed consolidated statements of income.
Note 5. Goodwill and Intangible Assets
Goodwill
As a result of the change in reporting units effective in the first quarter of fiscal 2023, we estimated the fair value of our new reporting units and reallocated goodwill to the reporting units using a relative fair value method. No impairment of goodwill was identified for any period presented.
The changes in the carrying amount of goodwill during the nine months ended July 31, 2023 were as follows:
 (in thousands)
Balance at October 31, 2022
$3,842,234 
Additions28,503 
Adjustments3,097 
Effect of foreign currency translation14,026 
Balance at July 31, 2023
$3,887,860 
During the nine months ended July 31, 2023, we finalized certain estimates impacting total preliminary purchase consideration for certain acquisitions and recorded the resulting measurement period adjustments which increased goodwill.
Intangible Assets
Intangible assets as of July 31, 2023 consisted of the following:
Gross Carrying AmountAccumulated
Amortization
Net Amount
 (in thousands)
Core/developed technology$1,101,118 $866,708 $234,410 
Customer relationships431,469 351,474 79,995 
Contract rights intangible193,120 190,036 3,084 
Trademarks and trade names52,825 36,736 16,089 
Capitalized software development costs50,795 47,650 3,145 
Total$1,829,327 $1,492,604 $336,723 
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Intangible assets as of October 31, 2022 consisted of the following:
Gross Carrying AmountAccumulated
Amortization
Net Amount
 (in thousands)
Core/developed technology$1,083,703 $813,226 $270,477 
Customer relationships426,242 333,984 92,258 
Contract rights intangible190,666 188,262 2,404 
Trademarks and trade names52,795 34,054 18,741 
Capitalized software development costs48,591 46,025 2,566 
Total$1,801,997 $1,415,551 $386,446 
Amortization expense related to intangible assets consisted of the following:
 Three Months Ended 
 July 31,
Nine Months Ended 
 July 31,
 2023202220232022
 (in thousands)
Core/developed technology$17,816 $18,603 $53,566 $45,180 
Customer relationships5,801 6,322 17,314 20,819 
Contract rights intangible558 727 1,320 2,180 
Trademarks and trade names896 802 2,682 2,002 
Capitalized software development costs(1)
557 619 1,626 2,052 
Total$25,628 $27,073 $76,508 $72,233 
(1) Amortization of capitalized software development costs is included in cost of products revenue in the condensed consolidated statements of income.
The following table presented the estimated future amortization of intangible assets as of July 31, 2023:
Fiscal year(in thousands)
Remainder of fiscal 2023$25,684 
202493,465 
202575,385 
202661,840 
202741,638 
2028 and thereafter38,711 
Total$336,723 
Note 6. Balance Sheets Components
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As of
July 31, 2023October 31, 2022
(in thousands)
Other long-term assets:
Deferred compensation plan assets$330,224 $279,096 
Capitalized commission, net96,723 96,509 
Other78,879 88,090 
Total$505,826 $463,695 
Accounts payable and accrued liabilities:
Payroll and related benefits$554,751 $559,886 
Accrued income taxes165,514 35,290 
Other accrued liabilities118,649 176,647 
Accounts payable66,550 37,580 
Total$905,464 $809,403 
Other long-term liabilities:
Deferred compensation plan liabilities$330,224 $279,096 
Other59,292 48,733 
Total$389,516 $327,829 

Assets Held for Sale
During the three months ended July 31, 2023, we commenced a plan to sell two office buildings with approximately 226,000 square feet. As of July 31, 2023, the office buildings had a carrying value of approximately $9.5 million, which was included within property and equipment, net in the condensed consolidated balance sheets.
Note 7. Financial Assets and Liabilities
Cash Equivalents and Short-term Investments
As of July 31, 2023, the balances of our cash equivalents and short-term investments were as follows:
Amortized CostGross
Unrealized
Gains
Gross
Unrealized
Losses Less Than 12 Continuous Months
Gross
Unrealized
Losses 12 Continuous Months or Longer
Estimated
Fair Value
(1)
 (in thousands)
Cash equivalents:
Money market funds$200,288 $ $ $ $200,288 
U.S. government agency securities2,284    2,284 
Total:$202,572 $ $ $ $202,572 
Short-term investments:
U.S. government agency & T-bills$20,595 $ $(82)$(6)$20,507 
Municipal bonds1,535   (22)1,513 
Corporate debt securities96,614 42 (462)(529)95,665 
Asset-backed securities30,971 12 (109)(116)30,758 
Total:$149,715 $54 $(653)$(673)$148,443 
(1)See Note 8. Fair Value Measurements for further discussion on fair values.
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The contractual maturities of our available-for-sale debt securities as of July 31, 2023 were as follows:

Amortized CostFair Value
(in thousands)
less than 1 year$67,071 $66,422 
1-5 years78,935 78,386 
5-10 years1,863 1,853 
>10 years1,846 1,782 
Total$149,715 $148,443 

As of October 31, 2022, the balances of our cash equivalents and short-term investments were as follows:
Amortized CostGross
Unrealized
Gains
Gross
Unrealized
Losses Less Than 12 Continuous Months
Gross
Unrealized
Losses 12 Continuous Months or Longer
Estimated
Fair Value
(1)
 (in thousands)
Cash equivalents:
Money market funds$77,683 $ $ $ $77,683 
Total:$77,683 $ $ $ $77,683 
Short-term investments:
U.S. government agency & T-bills$25,816 $ $(174)$(39)$25,603 
Municipal bonds2,970  (12)(80)2,878 
Corporate debt securities95,899 7 (747)(1,135)94,024 
Asset-backed securities25,826  (149)(269)25,408 
Total:$150,511 $7 $(1,082)$(1,523)$147,913 
(1)See Note 8. Fair Value Measurements for further discussion on fair values.
Restricted cash. We include amounts generally described as restricted cash in cash and cash equivalents when reconciling beginning-of-period and end-of-period total amounts shown on the condensed consolidated statements of cash flows. Restricted cash is primarily associated with office leases.
The following table provided a reconciliation of cash, cash equivalents and restricted cash included in the condensed consolidated balance sheets:
As of
July 31, 2023October 31, 2022
(in thousands)
Cash and cash equivalents$1,686,144 $1,417,608 
Restricted cash included in prepaid and other current assets1,055 1,566 
Restricted cash included in other long-term assets745 690 
Total cash, cash equivalents and restricted cash$1,687,944 $1,419,864 

Non-marketable equity securities. Our portfolio of non-marketable equity securities consists of strategic investments in privately held companies. There was no impairment of non-marketable equity securities during the three months ended July 31, 2023 and there was an immaterial impairment of a non-marketable equity security during the nine months ended July 31, 2023. There was no impairment of non-marketable equity securities during the three and nine months ended July 31, 2022.
Derivatives
We recognize derivative instruments as either assets or liabilities in the condensed consolidated balance sheets at fair value and provide qualitative and quantitative disclosures about such derivatives. We operate internationally and
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are exposed to potentially adverse movements in foreign currency exchange rates. We enter into hedges in the form of foreign currency forward contracts to reduce our exposure to foreign currency rate changes on non-functional currency denominated forecasted transactions and balance sheet positions including: (1) certain assets and liabilities, (2) shipments forecasted to occur within approximately one month, (3) future billings and revenue on previously shipped orders, and (4) certain future intercompany invoices denominated in foreign currencies.
The duration of forward contracts, the majority of which are short-term, ranges from approximately 1 month to 27 months at inception. We do not use foreign currency forward contracts for speculative or trading purposes. We enter into foreign exchange forward contracts with high credit quality financial institutions that are rated "A" or above and to date have not experienced nonperformance by counterparties. In addition, we mitigate credit risk in derivative transactions by permitting net settlement of transactions with the same counterparty and anticipate continued performance by all counterparties to such agreements.
The assets or liabilities associated with the forward contracts are recorded at fair value in other current assets or accrued liabilities in the condensed consolidated balance sheets. The accounting for gains and losses resulting from changes in fair value depends on the use of the foreign currency forward contract and whether it is designated and qualifies for hedge accounting. The cash flow impact upon settlement of the derivative contracts is included in "net cash provided by operating activities" in the condensed consolidated statements of cash flows.
Cash Flow Hedging Activities
Certain foreign exchange forward contracts are designated and qualify as cash flow hedges. These contracts have durations of approximately 27 months or less. Certain forward contracts are rolled over periodically to capture the full length of exposure to our foreign currency risk, which can be up to three years. To receive hedge accounting treatment, all hedging relationships are formally documented at the inception of the hedge, and the hedges must be highly effective in offsetting changes to future cash flows on the hedged transactions. The related gains or losses resulting from changes in fair value of these hedges is initially reported, net of tax, as a component of other comprehensive income (loss) (OCI) in stockholders’ equity and reclassified into revenue or operating expenses, as appropriate, at the time the hedged transactions affect earnings. We expect a majority of the hedge balance in OCI to be reclassified to the statements of income within the next 12 months.
We did not record any gains or losses related to discontinuation of cash flow hedges during the nine months ended July 31, 2023 and 2022.
Non-designated Hedging Activities
Our foreign exchange forward contracts that are used to hedge non-functional currency denominated balance sheet assets and liabilities are not designated as hedging instruments. Accordingly, any gains or losses from changes in the fair value of the forward contracts are recorded in other income (expense), net. The gains and losses on these forward contracts generally offset the gains and losses associated with the underlying assets and liabilities, which are also recorded in other income (expense), net. The duration of the forward contracts for hedging our balance sheet exposure is approximately one month.
We also have certain foreign exchange forward contracts for hedging certain international revenues and expenses that are not designated as hedging instruments. Accordingly, any gains or losses from changes in the fair value of the forward contracts are recorded in other income (expense), net. The gains and losses on these forward contracts generally offset the gains and losses associated with the foreign currency in operating income. The duration of these forward contracts is usually less than one year. The overall goal of our hedging program is to minimize the impact of currency fluctuations on the net income over the fiscal year.    
The effects of the non-designated derivative instruments on the condensed consolidated statements of income were summarized as follows:
 Three Months Ended 
 July 31,
Nine Months Ended 
 July 31,
 2023202220232022
 (in thousands)
Gains (losses) recorded in other income (expense), net$(1,205)$(5,182)$3,532 $(10,443)
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The notional amounts in the table below for derivative instruments provided one measure of the transaction volume outstanding:
As of
July 31, 2023October 31, 2022
 (in thousands)
Total gross notional amounts$1,283,551 $1,386,140 
Net fair value$18,120 $(50,080)
Our exposure to the market gains or losses will vary over time as a function of currency exchange rates. The amounts ultimately realized upon settlement of these financial instruments, together with the gains and losses on the underlying exposures, will depend on actual market conditions during the remaining life of the instruments.
The following table represented the condensed consolidated balance sheets location and amount of derivative instrument fair values segregated between designated and non-designated hedge instruments:
Fair values of
derivative instruments
designated as hedging
instruments
Fair values of
derivative instruments
not designated as
hedging instruments
 (in thousands)
Balance at July 31, 2023
Other current assets$22,487 $91 
Accrued liabilities$4,124 $334 
Balance at October 31, 2022
Other current assets$2,315 $223 
Accrued liabilities$52,171 $447 
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The following table represented the location of the amount of gains and losses on derivative instrument fair values for designated hedge instruments, net of tax in the condensed consolidated statements of income:

Location of 
gains (losses) recognized in OCI on derivatives
Amount of 
gains (losses) recognized in OCI on
derivatives
(effective portion)
Location of
gains (losses)
reclassified from OCI
Amount of
gains (losses)
reclassified from
OCI
(effective portion)
 (in thousands)
Three months ended 
 July 31, 2023
Foreign exchange contractsRevenue$899 Revenue$(1,352)
Foreign exchange contractsOperating expenses5,008 Operating expenses(3,898)
Total$5,907 $(5,250)
Three months ended 
 July 31, 2022
Foreign exchange contractsRevenue$(4,702)Revenue$3,651 
Foreign exchange contractsOperating expenses(14,349)Operating expenses(3,687)
Total$(19,051)$(36)
Nine months ended 
 July 31, 2023
Foreign exchange contractsRevenue$7,315 Revenue$(10,856)
Foreign exchange contractsOperating expenses36,174 Operating expenses(12,025)
Total$43,489 $(22,881)
Nine months ended 
 July 31, 2022
Foreign exchange contractsRevenue$(12,527)Revenue$3,309 
Foreign exchange contractsOperating expenses(29,242)Operating expenses(4,852)
Total$(41,769)$(1,543)

Note 8. Fair Value Measurements
ASC 820-10, Fair Value Measurements and Disclosures, defines fair value, establishes guidelines and enhances disclosure requirements for fair value measurements. The accounting guidance requires an entity to maximize the use of observable inputs and minimize the use of unobservable inputs when measuring fair value. The accounting guidance also establishes a fair value hierarchy based on the independence of the source and objective evidence of the inputs used. There are three fair value hierarchies based upon the level of inputs that are significant to fair value measurement:
Level 1—Observable inputs that reflect quoted prices (unadjusted) for identical instruments in active markets;
Level 2—Observable inputs other than quoted prices included in Level 1 for similar instruments in active markets, quoted prices for identical or similar instruments in markets that are not active, and model-driven valuations in which all significant inputs and significant value drivers are observable in active markets; and
Level 3—Unobservable inputs to the valuation derived from fair valuation techniques in which one or more significant inputs or significant value drivers are unobservable.
On a recurring basis, we measure the fair value of certain assets and liabilities, which include cash equivalents, short-term investments, non-qualified deferred compensation plan assets, and foreign currency derivative contracts.
Our cash equivalents and short-term investments are classified within Level 1 or Level 2 because they are valued using quoted market prices in an active market or alternative independent pricing sources and models utilizing market observable inputs.
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Our non-qualified deferred compensation plan assets consist of money market and mutual funds invested in domestic and international marketable securities that are directly observable in active markets and are therefore classified within Level 1.
Our foreign currency derivative contracts are classified within Level 2 because these contracts are not actively traded, and the valuation inputs are based on quoted prices and market observable data of similar instruments.
Our borrowings under our credit and term loan facilities are classified within Level 2 because these borrowings are not actively traded and have a variable interest rate structure based upon market rates currently available to us for debt with similar terms and maturities. See Note 10. Credit and Term Loan Facilities of the Notes to Condensed Consolidated Financial Statements for more information on these borrowings.
Assets/Liabilities Measured at Fair Value on a Recurring Basis
Assets and liabilities measured at fair value on a recurring basis were summarized below as of July 31, 2023:
  Fair Value Measurement Using
DescriptionTotalQuoted Prices in 
Active Markets
for Identical Assets
(Level 1)
Significant Other
Observable Inputs
(Level 2)
Significant
Unobservable
 Inputs
(Level 3)
 (in thousands)
Assets
Cash equivalents:
Money market funds$200,288 200,288 $ $ 
U.S. government agency securities2,284  2,284  
Short-term investments:
U.S. government agency & T-bills20,507  20,507  
Municipal bonds1,513  1,513  
Corporate debt securities95,665  95,665  
Asset-backed securities30,758  30,758  
Prepaid and other current assets:
Foreign currency derivative contracts22,578  22,578  
Other long-term assets:
Deferred compensation plan assets330,224 330,224   
Total assets$703,817 $530,512 $173,305 $ 
Liabilities
Accounts payable and accrued liabilities:
Foreign currency derivative contracts$4,458 $ $4,458 $ 
Other long-term liabilities:
Deferred compensation plan liabilities330,224 330,224   
Total liabilities$334,682 $330,224 $4,458 $ 
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Assets and liabilities measured at fair value on a recurring basis were summarized below as of October 31, 2022:
  Fair Value Measurement Using
DescriptionTotalQuoted Prices in 
Active Markets
for Identical Assets
(Level 1)
Significant Other
Observable Inputs
(Level 2)
Significant
Unobservable 
Inputs
(Level 3)
 (in thousands)
Assets
Cash equivalents:
Money market funds$77,683 $77,683 $