Biggest changeWe and ACM Shanghai, together with the subsidiaries of ACM Shanghai, have short-term and long-term borrowings with six banks, as follows: 74 Table of Contents Lender Agreement Date Maturity Date Annual Interest Rate Maximum Borrowing Amount(1) Amount Outstanding at December 31, 2023 (in thousands) China CITIC Bank (2) July 2023 Repayable by installments and the last installments repayable in December 2025 4.50 % RMB200,000 RMB100,000 $ 28,240 $ 14,120 China Everbright Bank July 2021 August 2024 3.00 % RMB150,000 RMB17,440 $ 21,180 $ 2,463 Bank of China September 2023 September 2024 2.87 % RMB40,000 RMB40,000 $ 5,648 5536 $ 5,648 China Merchants Bank August 2023 September 2024 3.00 % RMB200,000 RMB153,000 $ 28,240 $ 21,603 China Merchants Bank November 2020 Repayable by installments and the last installments repayable in November 2030 3.95 % RMB128,500 RMB94,633 $ 18,144 $ 13,362 Bank of China June 2021 Repayable by installments and the last installments repayable in June 2024 2.60 % RMB10,000 RMB7,500 $ 1,412 $ 1,059.00 Bank of China September, 2021 Repayable by installments and the last installments repayable in September 2024 2.60 % RMB35,000 RMB28,000 $ 4,942 $ 3,954 Bank of Shanghai December,2022 October 2024 2.85 % RMB100,000 RMB100,000 $ 14,120 $ 14,120 China CITIC Bank August 2023 Repayable by installments and the last installments repayable in August 2025 3.10 % RMB100,000 RMB100,000 $ 14,120 $ 14,120 Industrial Bank of Korea July 2023 July 2024 6.03 % KRW500,000 KRW100,000 $ 386 $ 77 Industrial Bank of Korea December 2023 December 2024 4.27 % KRW2,000,000 KRW2,000,000 $ 1,544 $ 1,544 $ 137,976 $ 92,070 75 Table of Contents (1) Converted from RMB to dollars as of December 31, 2023.
Biggest changeNet cash provided by financing for the year ended December 31, 2024 was $92.5 million, primarily consisting of $130.2 million net proceeds from short and long-term borrowings, and $11.1 million in proceeds from the exercise of stock options, offset by ($ 41.9 million) of short-term and long-term loan repayment, and ($6.9 million) of dividends paid by ACM Shanghai. 71 Table of Contents We and ACM Shanghai, together with the subsidiaries of ACM Shanghai, have short-term and long-term borrowings with six banks, as follows: Lender Agreement Date Maturity Date Annual Interest Rate Maximum Borrowing Amount(1) Amount Outstanding at December 31, 2024 (in thousands) China CITIC Bank (2) July 2023 Repayable by installments and the last installments repayable in December 2025 3.45 % RMB200,000 RMB99,896 $ 27,820 $ 13,881 China Everbright Bank December 2024 December 2027 2.60 % RMB600,000 RMB399,327 $ 83,460 $ 55,549 China Merchants Bank August 2024 August 2025 2.60 % RMB200,000 RMB66,048 $ 27,820 $ 9,185 Bank of China September 2024 September 2025 2.50%-2.75% RMB400,000 RMB363,265 $ 55,640 $ 50,533 Industrial and Commercial Bank of China November 2024 November 2027 2.50 % RMB300,000 NIL $ 41,730 $ — Shanghai Pudong Development Bank December 2024 September 2025 2.60 % RMB300,000 NIL $ 41,730 $ — China Merchants Bank August 2024 August 2034 2.95 % RMB1,000,000 NIL $ 139,100 $ — Bank of China November 2024 November 2035 2.70 % RMB1,000,000 NIL $ 139,100 $ — China Merchants Bank November 2020 Repayable by installments and the last installments repayable in November 2030 3.65 % RMB128,500 RMB82,499 $ 17,874 $ 11,475 Agricultural Bank of China April 2024 Repayable by installments and the last installments repayable in April 2034 2.53%-2.78% RMB300,000 RMB93,604 $ 41,730 $ 13,020 Bank of Shanghai December 2022 October 2024 2.85 % RMB100,000 RMB100,079 $ 13,910 $ 13,920 72 Table of Contents China CITIC Bank August 2023 Repayable by installments and the last installments repayable in August,2025 3.10 % RMB100,000 RMB99,886 $ 13,910 $ 13,894 Industrial Bank of Korea December 2023 December 2024 4.27 % KRW2,000,000 KRW2,000,000 $ 1,354 $ 1,354 $ 645,178 $ 182,811 (1) Converted from RMB to dollars as of December 31, 2024.
For example, our Ultra C models for SAPS, TEBO and Tahoe solutions use common modular configurations that enable us to create a wet-cleaning tool meeting a customer’s specific requirements, while using pre-existing designs for chamber, electrical, chemical delivery and other modules. Because of the relatively high purchase prices of our tools, customers generally pay in installments.
For example, our Ultra C models for SAPS, TEBO, Tahoe and other solutions use common modular configurations that enable us to create a wet-cleaning tool meeting a customer’s specific requirements, while using pre-existing designs for chamber, electrical, chemical delivery and other modules. Because of the relatively high purchase prices of our tools, customers generally pay in installments.
Sales and Marketing Sales and marketing expense consists primarily of: • compensation of personnel associated with pre- and after-sales support and other sales and marketing activities, including stock-based compensation; • sales commissions paid to independent sales representatives; • fees paid to sales consultants; • cost of trade shows; • cost of promotional tools to new potential customers; • travel and entertainment; and • allocated overhead for rent and utilities.
Sales and Marketing Sales and marketing expense consists primarily of: • compensation of personnel associated with pre- and after-sales support and other sales and marketing activities, including stock-based compensation; • sales commissions paid to independent sales representatives; • fees paid to sales consultants; • cost of trade shows; • cost of promotional tools to potential new customers; • travel and entertainment; and • allocated overhead for rent and utilities.
Risk Factors–Regulatory Risks–Mainland China’s currency exchange control and government restrictions on investment repatriation may impact our ability to transfer funds outside of mainland China, which could materially and adversely affect our ability to grow, make investments or acquisitions that could benefit our business, otherwise fund and conduct our business, or pay dividends on our common stock.” For the years ended December 31, 2023 and 2022, with the exception of sales and services-related transfer-pricing payments in the ordinary course of business, and dividends paid by ACM Shanghai to ACM Research, no transfers or distributions have been made between ACM Research, and its subsidiaries, including ACM Shanghai, or to holders of ACM Research Class A common stock.
Risk Factors–Regulatory Risks–Mainland China’s currency exchange control and government restrictions on investment repatriation may impact our ability to transfer funds outside of mainland China, which could materially and adversely affect our ability to grow, make investments or acquisitions that could benefit our business, otherwise fund and conduct our business, or pay dividends on our common stock.” For the years ended December 31, 2024, 2023, and 2022, with the exception of sales and services-related transfer-pricing payments in the ordinary course of business, and dividends paid by ACM Shanghai to ACM Research, no transfers or distributions have been made between ACM Research, and its subsidiaries, including ACM Shanghai, or to holders of ACM Research Class A common stock.
We utilize ASC 606 which was adopted in 2018 set forth in Accounting Standards Update, or ASU, No. 2014-09, Revenue from Contracts with Customers (Topic 606) , of the Financial Accounting Standards Board, or FASB, regarding the recognition, presentation and disclosure of revenue in our financial statements as described below under “—Critical Accounting Estimates—Revenue Recognition.” We offer extended maintenance service contracts to provide services such as trouble-shooting or fine-tuning tools, and installing spare parts, following expiration of applicable initial standard assurance type warranty coverage periods, which for sales to date have extended from 12 to 36 months as described under “—Critical Accounting Estimates—Warranty.” In 2023, 2022, and 2021, we received payments for parts and labor for service activities provided from time to time, but as of December 31, 2023 we had not yet entered into extended maintenance service contracts with respect to the substantial majority of tools for whi ch initial warranty coverage had expired.
We utilize ASC 606 which was adopted in 2018 set forth in Accounting Standards Update, or ASU, No. 2014-09, Revenue from Contracts with Customers (Topic 606) , of the Financial Accounting Standards Board, or FASB, regarding the recognition, presentation and disclosure of revenue in our financial statements as described below under “—Critical Accounting Estimates—Revenue Recognition.” We offer extended maintenance service contracts to provide services such as trouble-shooting or fine-tuning tools, and installing spare parts, following expiration of applicable initial standard assurance type warranty coverage periods, which for sales to date have extended from 12 to 36 months as described under “—Critical Accounting Estimates—Warranty.” In 2024, 2023, and 2022, we received payments for parts and labor for service activities provided from time to time, but as of December 31, 2024 we had not yet entered into extended maintenance service contracts with respect to the substantial majority of tools for whi ch initial warranty coverage had expired.
How We Evaluate Our Operations We present information below with respect to four measures of financial performance: • We define “shipments” of tools to include (a) a “repeat” delivery to a customer of a type of tool that the customer has previously accepted, for which we recognize revenue upon delivery, and (b) a “first-time” delivery of a “first tool” to a customer on an approval basis, for which we may recognize revenue in the future if contractual conditions are met, or if a purchase order is received. • We define “adjusted EBITDA” as net income excluding interest expense (net), income tax benefit (expense), depreciation and amortization, unrealized (gain) loss on short-term investments, and stock-based compensation.
How We Evaluate Our Operations We present information below with respect to four measures of financial performance: • We define “shipments” of tools to include (a) a “repeat” delivery to a customer of a type of tool that the customer has previously accepted, for which we recognize revenue upon delivery, and (b) a “first-time” delivery of a “first 74 Table of Contents tool” to a customer on an approval basis, for which we may recognize revenue in the future if contractual conditions are met, or if a purchase order is received. • We define “adjusted EBITDA” as net income excluding interest expense (net), income tax benefit (expense), depreciation and amortization, unrealized (gain) loss on short-term investments, and stock-based compensation.
In 2021, 2022 and 2023 we introduced and delivered a range of new tools intended to broaden our revenue opportunity with global semiconductor manufacturers. Product extensions include the Ultra SFP ap tool for advanced packaging solutions, the Ultra C VI 18-chamber single wafer cleaning tool for advanced memory devices, and the Ultra ECP 3d platform for through-silicon-via, or tsv, application.
In 2022, 2023 and 2024 we introduced and delivered a range of new tools intended to broaden our revenue opportunity with global semiconductor manufacturers. Product extensions include the Ultra SFP ap tool for advanced packaging solutions, the Ultra C VI 18-chamber single wafer cleaning tool for advanced memory devices, and the Ultra ECP 3d platform for through-silicon-via, or tsv, application.
Our cash and cash equivalents at December 31, 2023 were held for working capital purposes and other potential investments. ACM Shanghai, our only direct mainland China subsidiary, is, however, subject to mainland China restrictions on distributions to equity holders. The use of proceeds raised by the STAR Market IPO, without further approvals, are limited to specific usage.
Our cash and cash equivalents at December 31, 2024 were held for working capital purposes and other potential investments. ACM Shanghai, our only direct mainland China subsidiary, is, however, subject to mainland China restrictions on distributions to equity holders. The use of proceeds raised by the STAR Market IPO, without further approvals, are limited to specific usage.
Certain entities which meet requirements according to the Policy of the Lingang New area in China (Shanghai) Pilot Free Trade Zone are entitled to a preferential income tax rate of 15%. ACM Lingang was certified for this in 2021, and this preferential income tax rate is valid from December 31, 2020 until December 31, 2024.
Certain entities which meet requirements according to the Policy of the Lingang New area in China (Shanghai) Pilot Free Trade Zone are entitled to a preferential income tax rate of 15%. ACM Lingang was certified for this in 2021, and this preferential income tax rate is valid from January 1, 2020 until December 31, 2024.
Unearned government subsidies received are deferred for recognition and recorded as other long-term liabilities (see note 13 in the Notes to Consolidated Financial Statements included herein under “Item 8. Financial Statements and Supplementary Data.”) in the consolidated balance sheet until the criteria for such recognition are satisfied.
Unearned government subsidies received are deferred for recognition and recorded as other long-term liabilities (see note 12 in the Notes to Consolidated Financial Statements included herein under “Item 8. Financial Statements and Supplementary Data.”) in the consolidated balance sheet until the criteria for such recognition are satisfied.
Contractual penalties in the case of a delay of Construction Completion Milestone : ◦ If ACM Lingang fails to complete the construction pursuant to the date agreed under the Grant Agreement or any extended completion date approved by the Grantor, ACM Lingang shall pay 50% of the deposit for timely completion of construction as liquidated damages; ◦ If ACM Lingang delays the completion for more than six months beyond the date agreed under the Grant Agreement, or beyond any extended completion date approved by the Grantor, it shall pay the total deposit for timely completion of construction as liquidated damages. 76 Table of Contents ◦ If the delay is more than one year, the Grantor is entitled to terminate the Grant Agreement and take back the Land Use Right.
Contractual penalties in the case of a delay of Construction Completion Milestone : ◦ If ACM Lingang fails to complete the construction pursuant to the date agreed under the Grant Agreement or any extended completion date approved by the Grantor, ACM Lingang shall pay 50% of the deposit for timely completion of construction as liquidated damages; ◦ If ACM Lingang delays the completion for more than six months beyond the date agreed under the Grant Agreement, or beyond any extended completion date approved by the Grantor, it shall pay the total deposit for timely completion of construction as liquidated damages. ◦ If the delay is more than one year, the Grantor is entitled to terminate the Grant Agreement and take back the Land Use Right.
These governmental authorities provide significant funding, although ACM Shanghai and ACM Shengwei is also required to invest certain amounts in the projects. The governmental grants contain certain operating conditions, and we are required to go through a government due diligence process once the project is complete.
These governmental authorities provide significant funding, although ACM Shanghai and ACM Lingang is also required to invest certain amounts in the projects. The governmental grants contain certain operating conditions, and we are required to go through a government due diligence process once the project is complete.
The increase in revenue for 2022 compared to 2021 was driven primarily by higher sales of single wafer cleaning, Tahoe and semi-critical cleaning equipment, and increased contribution from newer ECP (front-end and packaging), furnace and other technologies.
The increase in revenue for 2023 compared to 2022 was driven primarily by higher sales of single wafer cleaning, Tahoe and semi-critical cleaning equipment, and increased contribution from newer ECP (front-end and packaging), furnace and other technologies.
For shipments made to a customer that has previously accepted a specific type of tool, revenues are recognized upon shipment or delivery because we can objectively demonstrate that the goods meet all the required customer specifications. Stock-based compensation We account for grants of stock options based on their grant date fair value and recognize compensation expense over the vesting periods.
For shipments made to a customer that has previously accepted a specific type of tool, revenues are recognized upon shipment or delivery because we can objectively demonstrate that the goods meet all the required customer specifications. 60 Table of Contents Stock-based compensation We account for grants of stock options based on their grant date fair value and recognize compensation expense over the vesting periods.
During the year ended December 31, 2023, we funded our technology development and operations principally through our beginning global cash balances, including the cash balances at ACM Shanghai, borrowings by ACM Shanghai from local financial institutions and our loan from China CITIC Bank.
During the year ended December 31, 2024, we funded our technology development and operations principally through our beginning global cash balances, including the cash balances at ACM Shanghai, borrowings by ACM Shanghai from local financial institutions and our loan from China CITIC Bank.
We seek to obtain a purchase order for a tool from three to four months in advance of the expected delivery date. Depending upon the nature of a customer’s specifications, the lead time for production of a tool generally will extend from two to four months.
We seek to obtain a purchase order for a tool at least three to four months in advance of the expected delivery date. Depending upon the nature of a customer’s specifications, the lead time for production of a tool generally will extend from two to four months.
We cannot guarantee that ACM Lingang will achieve the missed milestone in 2024, or even if it does achieve the milestone in 2024, that it will be refunded some or all of the 20% portion of the performance deposit of RMB 2.5 million ($0.4 million).
We cannot guarantee that ACM Lingang will achieve the missed milestone, or even if it does achieve the milestone in 2025, that it will be refunded some or all of the 20% portion of the performance deposit of RMB 2.5 million ($0.4 million).
Fabricators of advanced integrated circuits, or chips, can use our wet-cleaning and other front-end processing tools in numerous steps to improve product yield, even at increasingly advanced process nodes. We have designed these tools for use in fabricating foundry, logic and memory chips, including DRAM 3D NAND-flash memory chips, power semiconductor and compound semiconductor chips.
Fabricators of advanced integrated circuits, or chips, can use our wet-cleaning and other front-end processing tools in numerous steps to 52 Table of Contents improve product yield, even at increasingly advanced process nodes. We have designed these tools for use in fabricating foundry, logic and memory chips, including DRAM 3D NAND-flash memory chips, power semiconductor and compound semiconductor chips.
ACM Shanghai has historically participated in certain mainland China government-sponsored grant and subsidy programs, as described under “—Key Components of Results of Operations—mainland China Government Research and Development Funding” and “—Contractual Obligations” and we expect that ACM Shanghai will continue to take 72 Table of Contents advantage of these programs when they are available and fit with our business strategy.
ACM Shanghai has historically participated in certain mainland China government-sponsored grant and subsidy programs, as described under “—Key Components of Results of Operations—mainland China Government Research and Development Funding” and “—Contractual Obligations” and we expect that ACM Shanghai will continue to take advantage of these programs when they are available and fit with our business strategy.
If the achievement of any of the above milestones is delayed or abandoned, ACM Shengwei may be subject to additional penalties and may lose its rights to both the use of the granted land and any partially completed facilities on that land.
If the achievement of any of the above milestones is delayed or abandoned, ACM Lingang may be subject to additional penalties and may lose its rights to both the use of the granted land and any partially completed facilities on that land.
See “Forward-Looking Statements and Statistical Data” at page 3 of this report. Please read “Item 1A. Risk Factors” for a discussion of factors that could cause our actual results to differ materially from our expectations 54 Table of Contents Overview ACM Research was incorporated in California in 1998 and redomesticated in Delaware in 2016.
See “Forward-Looking Statements and Statistical Data” at page 3 of this report. Please read “Item 1A. Risk Factors” for a discussion of factors that could cause our actual results to differ materially from our expectations Overview ACM Research was incorporated in California in 1998 and redomesticated in Delaware in 2016.
Following the completion of the STAR IPO, ACM Shanghai’s shares began trading on the STAR Market under the stock code 688082. In the STAR IPO, ACM Shanghai issued 43,355,753 shares, representing ten percent of the total 433,557,100 shares outstanding after the STAR IPO.
ACM Shanghai’s shares began trading on the STAR Market under the stock code 688082. In the STAR IPO, ACM Shanghai issued 43,355,753 shares, representing ten percent of the total 433,557,100 shares outstanding after the STAR IPO.
If we did not pay out a portion of our compensation in the form of stock-based compensation, the cash salary expense included in 80 Table of Contents operating expenses would be higher and our cash holdings would be less.
If we did not pay out a portion of our compensation in the form of stock-based compensation, the cash salary expense included in 77 Table of Contents operating expenses would be higher and our cash holdings would be less.
Interest and penalties related to uncertain tax positions are recorded in the provision for income tax expense on the consolidated statements of comprehensive income (loss). 64 Table of Contents Warranty We have provided standard assurance type warranty coverage on our tools for 12 to 36 months, covering labor and parts necessary to repair a tool during the warranty period.
Interest and penalties related to uncertain tax positions are recorded in the provision for income tax expense on the consolidated statements of comprehensive income (loss). Warranty We have provided standard assurance type warranty coverage on our tools for 12 to 36 months, covering labor and parts necessary to repair a tool during the warranty period.
We define adjusted EBITDA to also exclude restructuring costs, although we have not incurred any such costs to date. • We define “free cash flow” as net cash provided by operating activities less purchases of property and equipment (net of proceeds from disposals). 77 Table of Contents • We define “adjusted operating income (loss)” as our income (loss) from operations excluding stock-based compensation.
We define adjusted EBITDA to also exclude restructuring costs, although we have not incurred any such costs to date. • We define “free cash flow” as net cash provided by operating activities less purchases of property and equipment (net of proceeds from disposals). • We define “adjusted operating income (loss)” as our income (loss) from operations excluding stock-based compensation.
There are a number of limitations related to the use of shipments in evaluating our business, including that customers have significant, or in some cases total, discretion in determining whether to accept or purchase our tools after evaluation and their decision not to accept or purchase delivered tools is likely to result in our inability to recognize revenue from the delivered tools.
There are a number of limitations related to the use of shipments in evaluating our business, including that customers have significant, or in some cases total, discretion in determining whether to accept or purchase our tools after evaluation and their decision not to accept or purchase delivered tools is likely to result in our inability to 75 Table of Contents recognize revenue from the delivered tools.
Item 1A – Risk Factors – Regulatory Risks – Our ability to sell our tools to customers in mainland China has been impacted, and will likely continue to be materially and adversely impacted, by export license requirements, other regulatory changes, or other actions taken by the U.S. or other governmental agencies” for more information.
See “Part II. Item 1A – Risk Factors – Regulatory Risks – Our ability to sell our tools to customers in mainland China has been impacted, and will likely continue to be materially and adversely impacted, by export license requirements, other regulatory changes, or other actions taken by the U.S. or other governmental agencies” for more information.
Each purchase order from a customer for one of our tools contains specific technical requirements intended to ensure, among other things, that the tool will be compatible with the customer’s manufacturing process line. Until a 58 Table of Contents purchase order is received, we do not have a binding purchase commitment.
Each purchase order from a customer for one of our tools contains specific technical requirements intended to ensure, among other things, that the tool will be compatible with the customer’s manufacturing process line. Until a purchase order is received, we do not have a binding purchase commitment.
We currently intend for ACM Shanghai to retain all available funds from any future earnings for use in the operation of its business and do not anticipate it paying any cash dividends. Our accounts receivable balance fluctuates from period to period, which affects our cash flow from operating activities.
We currently intend for ACM Shanghai to retain all available funds from any 70 Table of Contents future earnings for use in the operation of its business and do not anticipate it paying any cash dividends. Our accounts receivable balance fluctuates from period to period, which affects our cash flow from operating activities.
Sales and marketing expense in a given period can be particularly affected by the increase in travel and entertainment expenses associated with the finalization of purchase orders or the installation of tools. 60 Table of Contents Research and Development Research and development expense relates to the development of new products and processes and encompasses our research, development and customer support activities.
Sales and marketing expense in a given period can be particularly affected by the increase in travel and entertainment expenses associated with the finalization of purchase orders or the installation of tools. Research and Development Research and development expense relates to the development of new products and processes and encompasses our research, development and customer support activities.
The increased gross margin versus the prior-year period was primarily due to a higher mix of ECP (front- 66 Table of Contents end and packaging), furnace, and other technologies, and a positive impact due to a change in the RMB to U.S. dollar currency exchange rate.
The increased gross margin versus the prior-year period was primarily due to a higher mix of ECP (front-end and packaging), furnace, and other technologies, and a positive impact due to a change in the RMB to U.S. dollar currency exchange rate.
We expect that, for the foreseeable future, research and development expense will increase in absolute dollars as compared to 2023, as we continue to invest in research and development to advance our technologies.
We expect that, for the foreseeable future, research and development expense will increase in absolute dollars as we continue to invest in research and development to advance our technologies.
We attribute the revenue growth to continued investments in mature process nodes by current and new mainland China-based customers amidst an ongoing target to achieve a greater share of the global semiconductor market, incremental contribution from newly introduced tools, and better penetration of our product portfolio across our customer base.
We attribute the revenue growth to continued investments in mature process nodes by current and new mainland China-based customers amidst an ongoing target to achieve a greater share of the global semiconductor market, incremental contribution from our new products, and better penetration of our product portfolio across our customer base.
Collectability is assessed based on our management’s assessment of the customer’s creditworthiness, historical payment experience, as well as other relevant factors. 62 Table of Contents Identify the performance obligations in the contract. Performance obligations are accounted for separately if they are distinct.
Collectability is assessed based on our management’s assessment of the customer’s creditworthiness, historical payment experience, as well as other relevant factors. Identify the performance obligations in the contract. Performance obligations are accounted for separately if they are distinct.
Under current regulations, if ACM Research were to be included on this list for two consecutive years due to our independent auditor being located in a jurisdiction that does not allow for PCAOB inspections, the SEC would prohibit trading in our securities and this ultimately could cause our securities to be delisted in the U.S., and their value may significantly decline or become worthless.
Under current regulations, if ACM Research were to be included on the Conclusive List 53 Table of Contents for two consecutive years due to our independent auditor being located in a jurisdiction that does not allow for PCAOB inspections, the SEC would prohibit trading in our securities and this ultimately could cause our securities to be delisted in the U.S., and their value may significantly decline or become worthless.
Upon satisfaction of a milestone, the portion of the performance deposit attributable to that milestone will be repayable to ACM Shengwei within ten business days.
Upon satisfaction of a milestone, the portion of the performance deposit attributable to that milestone will be repayable to ACM Lingang within ten business days.
Other income (expense), net primarily reflects (a) gains or losses recognized from the impact of exchange rates on our foreign currency-denominated working-capital transactions and (b) depreciation of assets acquired with government subsidies, as described under “—Government Research and Development Funding” above.
Other income (expense), net primarily reflects (a) gains or losses recognized from the impact of exchange rates on our foreign currency-denominated working-capital transactions and (b) government subsidies, as described under “—Government Research and Development Funding” above.
Bas ed on our ongoing review, we believe these regulations may directly impact ACM Shanghai’s ability to meet its future production plans, or indirectly impact the spending plans of ACM Shanghai’s customer base.
Based on our ongoing review, we believe these regulations may directly impact ACM Shanghai’s ability to meet its future production plans, or indirectly impact the spending plans of ACM Shanghai’s customer base.
Risk Factors—Risks Related to Our Business and Our Industry—Difficulties in forecasting demand for our tools may lead to periodic inventory shortages or excess spending on inventory items that may not be used.” Cost of Revenue Cost of revenue for capital equipment consists primarily of: • direct costs, which consist principally of costs of tool components and subassemblies purchased from third-party vendors; 59 Table of Contents • compensation of personnel associated with our manufacturing operations, including stock-based compensation; • depreciation of manufacturing equipment; • amortization of costs of software used for manufacturing purposes; • other expenses attributable to our manufacturing department; • inventory provision; and • allocated overhead for rent and utilities.
Risk Factors—Risks Related to Our Business and Our Industry—Difficulties in forecasting demand for our tools may lead to periodic inventory shortages or excess spending on inventory items that may not be used.” Cost of Revenue Cost of revenue fo r capital equipment consis ts primarily of: • direct costs, which consist principally of costs of tool components and subassemblies purchased from third-party vendors; • compensation of personnel associated with our manufacturing operations, including stock-based compensation; • depreciation of manufacturing equipment; • amortization of costs of software used for manufacturing purposes; • other expenses attributable to our manufacturing department; • inventory provision; and • allocated overhead for rent and utilities.
As described under “—Key Components of Results of Operations—mainland China Government Research and Development Funding,” ACM Shanghai has received research and development grants from local and central mainland China governmental author ities.
As described under “—Key Components of Results of Operations—Mainland China Government Research and Development Funding,” ACM Shanghai has received research and development grants from local and central mainland China governmental authorities.
The increased tax expense in 2023 primarily resulted from the tax effect of increased operating profit generated. As we collect and prepare necessary data, and interpret the guidance issued by the U.S. Treasury Department, the Internal Revenue Service, and other standard-setting bodies, we may make adjustments to the provisional amounts.
The increased tax expense in 2024 primarily resulted from the tax effect of increased operating profit generated. 67 Table of Contents As we collect and prepare necessary data, and interpret the guidance issued by the U.S. Treasury Department, the Internal Revenue Service, and other standard-setting bodies, we may make adjustments to the provisional amounts.
If we did not receive the grants, our cash expenses therefore would be lower, 79 Table of Contents and our cash position would not be affected, to the extent we have accurately anticipated the amounts of the grants.
If we did not receive the grants, our cash expenses therefore would be lower, and our cash position would not be affected, to the extent we have accurately anticipated the amounts of the grants.
The rates at which we add customers and install tools will affect the level and time of this spending. In addition, because we often import components and spare parts from the United States, we have experienced, and expect to continue to experience, the effect of the currency fluctuations on our cost of revenue.
The rates at which we add customers and install tools will affect the level and time of this spending. In addition, because we often import components and spare parts from various foreign countries, we have experienced, and expect to continue to experience, the effect of the currency fluctuations on our cost of revenue.
ACM Lingang obtained rights to use approximately 43,000 square meters (10.6 acres) of land in the Lingang Heavy Equipment Industrial Zone of Lin-gang Special Area of China (Shanghai) Pilot Free Trade Zone, or the Land Use Right, for a period of fifty years, commencing on the date of delivery of the land in July 2020, which we refer to as the Delivery Date.
ACM Lingang obtained rights to use approximately 43,000 square meters (10.6 acres) of land in the East China Silicon Hub of Lin-gang Special Area of China (Shanghai) Pilot Free Trade Zone, or the Land Use Right, for a period of fifty years, commencing on the date of delivery of the land in July 2020, which we refer to as the Delivery Date.
The impact of fluctuations of the RMB to U.S. dollar currency exchange rate on a significant balance of our cash, and cash equivalents held in RMB-denominated accounts (Note 2) contributed t o a $1.7 million decrease in the value of these items during the year ended December 31, 2023.
The impact of fluctuations of the RMB to U.S. dollar currency exchange rate on a significant balance of our cash, and cash equivalents held in RMB-denominated accounts (Note 2) contributed t o a $4.8 million decrease in the value of these items during the year ended December 31, 2024.
We intend to retain all available funds and any future earnings to support the operation of and to finance the growth and development of our business and do not anticipate paying any cash dividends in the foreseeable future. 73 Table of Contents Cash Flow Used in Operating Activities.
We intend to retain all available funds and any future earnings to support the operation of and to finance the growth and development of our business and do not anticipate paying any cash dividends in the foreseeable future. Cash Flow Provided by (Used in) Operating Activities.
General and Administrative General and administrative expense consists primarily of: • compensation of executive, accounting and finance, human resources, information technology, and other administrative personnel, including stock-based compensation; • professional fees, including accounting and legal fees; • other corporate expenses; and • allocated overhead for rent and utilities.
General and Administrative General and administrative expense consists primarily of: • compensation of executive, accounting and finance, human resources, information technology, and other administrative personnel, including stock-based compensation; • professional fees, including accounting and legal fees; 58 Table of Contents • other corporate expenses; • credit losses; and • allocated overhead for rent and utilities.
Income from equity method investments for the year ended December 31, 2023 increased by $5.3 million compared to the year ended December 31, 2022 primarily due to higher net income from equity method investments. Income from equity method investments for the year ended December 31, 2022 was unchanged versus the year ended December 31, 2021.
Income from equity method investments for the year ended December 31, 2023 increased by $5.3 million compared to the year ended December 31, 2022 primarily due to higher net income from equity method investments.
We recorded an unrealized loss on short-term investments of $7.9 million for the year ended December 31, 2022 as compared to an unrealized gain of $0.7 million for the same period in 2021, due primarily to a change in market value of ACM Shanghai’s indirect investment in publicly traded shares.
We recorded an unrealized gain on short-term investments of $1.0 million for the year ended December 31, 2024 as compared to an unrealized loss of $2.7 million for the same period in 2023, due primarily to a change in market value of ACM Shanghai’s indirect investment in publicly traded shares.
Without reduction by grant amounts received from mainland China governmental authorities (see “—mainland China Government Research and Development Funding”), gross research and development expense totaled $94.5 million, or 16.9% of total revenue, in the year ended December 31, 2023 as compared to $63.4 million, or 16.3% of revenue, in the corresponding period in 2022.
Without reduction by grant amounts received from mainland China governmental authorities (see “—mainland China Government Research and Development Funding”), gross research and development expense totaled $105.9 million, or 13.6% of total revenue, in the year ended December 31, 2024 as compared to $94.5 million, or 16.9% of revenue, in the corresponding period in 2023.
Those adjustments may materially affect our provision for income taxes and effective tax rate in the period in which the adjustments are made. There were no adjustments made in 2023.
Those adjustments may materially affect our provision for income taxes and effective tax rate in the period in which the adjustments are made.
We will continue to seek to leverage our local presence to address the growing market for semiconductor manufacturing equipment in the region by working closely with regional chip manufacturers to understand their specific requirements, encourage them to adopt our SAPS, TEBO, Tahoe, ECP, furnace, PECVD, Track, and other technologies, and enable us to design innovative products and solutions to address their needs. 55 Table of Contents Our Independent Registered Public Accounting Firm The U.S.
We will continue to seek to leverage our local presence to address the growing market for semiconductor manufacturing equipment in the region by working closely with regional chip manufacturers to understand their specific requirements, encourage them to adopt our SAPS, TEBO, Tahoe, ECP, furnace, PECVD, Track, and other technologies, and enable us to design innovative products and solutions to address their needs.
First tool shipments for the years ended December 31, 2023, 2022, and 2021 totaled $286 million, $251 million, and $162 million, respectively.
First tool shipments for the years ended December 31, 2024, 2023, and 2022 totaled $468 million, $286 million, and $251 million, respectively.
Based on our experience with repeat sales of our tools, we expect that we will receive an initial payment upon delivery of a tool in connection with a repeat purchase, with the balance being paid after the tool has been tested and accepted by the customer. Our sales arrangements for repeat purchases do not include a general right of return.
Based on our experience with repeat sales of our tools, we expect that we will receive an initial payment upon delivery of a tool in connection with a repeat purchase, with the balance being paid after the tool has been tested and accepted by the customer.
The total cumulative investment of land, buildings and construction in progress related to ACM Lingang amounted to $116.9 million and $35.4 million at December 31, 2023 and December 31, 2022, respectively.
The total cumulative investment of land, buildings and construction in progress related to ACM Lingang amounted to $156.2 million and $116.9 million at December 31, 2024 and December 31, 2023, respectively.
Year Ended December 31, 2023 2022 2021 Revenue 100.0 % 100.0 % 100.0 % Cost of revenue 50.5 52.8 55.8 Gross margin 49.5 47.2 44.2 Operating expenses: Sales and marketing 8.4 10.3 10.3 Research and development 16.6 16.0 13.2 General and administrative 7.3 5.8 5.9 Total operating expenses, net 32.3 32.0 29.4 Income from operations 17.2 15.2 14.8 Interest income (expense), net 1.0 1.8 (0.1) Realized gain from sale of short-term investments 1.6 0.3 - Unrealized gain (loss) on short-term investments (0.5) (2.0) 0.2 Other income (expense), net (0.3) 0.9 (0.2) Income from equity method investments 1.8 1.2 1.8 Income before income taxes 20.8 17.4 16.5 Income tax expense (3.5) (4.3) (0.1) Net income 17.3 13.0 16.4 Less: Net income attributable to non-controlling interests 3.5 2.9 2.0 Net income attributable to ACM Research, Inc. 13.8 % 10.1 % 14.4 % 65 Table of Contents Comparison of Years Ended December 31, 2023, 2022, and 2021 Revenue Year Ended December 31, 2023 2022 2021 % Change 2023 v 2022 % Change 2022 v 2021 (in thousands) Single wafer cleaning, Tahoe and semi-critical cleaning equipment $ 403,851 $ 272,939 $ 189,208 48.0 % 44.3 % ECP (front-end and packaging), furnace and other technologies 103,356 77,482 33,210 33.4 % 133.3 % Advanced packaging (excluding ECP), services & spares 50,516 38,411 37,333 31.5 % 2.9 % Total Revenue By Product Category $ 557,723 $ 388,832 $ 259,751 43.4 % 49.7 % Year Ended December 31, 2023 2022 2021 (in thousands) Mainland China $ 540,969 $ 377,752 $ 258,615 Other Regions 16,754 11,080 1,136 $ 557,723 $ 388,832 $ 259,751 The increase in revenue for 2023 compared to 2022 was driven by higher sales of single wafer cleaning, Tahoe and semi-critical cleaning equipment, ECP (front-end and packaging), furnace and other technologies, and Advance packaging (excluding ECP), and services and spares.
Year Ended December 31, 2024 2023 2022 Revenue 100.0 % 100.0 % 100.0 % Cost of revenue 49.9 50.5 52.8 Gross margin 50.1 49.5 47.2 Operating expenses: Sales and marketing 8.4 8.4 10.3 Research and development 13.5 16.6 16.0 General and administrative 8.9 7.3 5.8 Total operating expenses, net 30.8 32.3 32.0 Income from operations 19.3 17.2 15.2 Interest income, net 0.7 1.0 1.8 Realized gain from sale of short-term investments 0.2 1.6 0.3 Unrealized gain (loss) on short-term investments 0.1 -0.5 -2.0 Other income (expense), net 0.8 -0.3 0.9 Income from equity method investments 0.1 1.8 1.2 Income before income taxes 21.2 20.8 17.4 Income tax expense -4.5 -3.5 -4.3 Net income 16.7 17.3 13.0 Less: Net income attributable to non-controlling interests 3.5 3.5 2.9 Net income attributable to ACM Research, Inc. 13.2 % 13.8 % 10.1 % Comparison of Years Ended December 31, 2024, 2023, and 2022 Revenue Year Ended December 31, 2024 2023 2022 % Change 2024 v 2023 % Change 2023 v 2022 (in thousands) Single wafer cleaning, Tahoe and semi-critical cleaning equipment $ 578,887 $ 403,851 $ 272,939 43.3 % 48.0 % ECP (front-end and packaging), furnace and other technologies 151,057 103,356 77,482 46.2 % 33.4 % Advanced packaging (excluding ECP), services & spares 52,174 50,516 38,411 3.3 % 31.5 % Total Revenue By Product Category $ 782,118 $ 557,723 $ 388,832 40.2 % 43.4 % 63 Table of Contents Year Ended December 31, 2024 2023 2022 (in thousands) Mainland China $ 775,752 $ 540,969 $ 377,752 Other Regions 6,366 16,754 11,080 $ 782,118 $ 557,723 $ 388,832 The increase in revenue for 2024 compared to 2023 was driven by higher sales of single wafer cleaning, Tahoe and semi-critical cleaning equipment, ECP (front-end and packaging), furnace and other technologies, and advanced packaging (excluding ECP), services & spares.
Research and development expense represented 16.6% and 16.0% of our revenue in the years ended December 31, 2023 and 2022, respectively.
Research and development expense represented 13.5% and 16.6% of our revenue in the years ended December 31, 2024 and 2023, respectively.
Gross Margin We generally expect gross margin to range between 40% and 45% for the foreseeable future, with direct manufacturing costs approximating 50% to 55% of revenue and overhead costs totaling approximatel y 5% of revenue. We seek to maintain our gross margin by continuing to develop proprietary technologies that avoid pricing pressure for our wet cleaning equipment.
Gross Margin We generally expect gross margin to range betw een 42% and 48% for the foreseeable future, with direct manufacturing costs approximating 50% to 55% of revenue and overhead costs totaling ap proximately 5% of revenue. We seek to maintain our gross margin by continuing to develop proprietary technologies that avoid pricing pressure for our wet cleaning equipment.
For the years ended December 31, 2023, 2022, and 2021, related government subsidies recognized as reductions of relevant expenses in the consolidated statements of comprehensive income (loss) we re $1.7 million, $1.2 million, and $11.3 million, respectively. • Government subsidies related to depreciable assets are credited to income over the useful lives of the related assets for which the grant was received.
For the years ended December 31, 2024, 2023, and 2022, related government subsidies recogn ized as reductions of relevant expenses in the consolidated statements of comprehensive income (loss) were $0.5 million, $1.7 million and $1.2 million, respectively. • Government subsidies related to depreciable assets are credited to income over the useful lives of the related assets for which the grant was received.
The cumulative cost of “first tool” shipments under evaluation at customers which have not been accepted by the customer is carried at cost and reflected in finished goods inventory (see note 5 to the condensed consolidated financial statements included in this report).
The cumulative cost of “first tool” shipments under evaluation at customers which have not been accepted by the customer is carried at cost and reflected in finished goods inventory (see note 5 to the consolidated financial statements included in this report). “First tool” shipments exclude deliveries to customers for which ACM does not have a basis to expect future revenue.
Inventory Inventories consist of finished goods, raw materials, work-in-process and consumable materials. Finished goods are comprised of direct materials, direct labor, depreciation and manufacturing overhead. Inventory is stated at the lower of cost and net realizable value of the inventory on a moving weighted average basis.
Inventory Inventories consist of finished goods, raw materials, work-in-process and consumable materials. Finished goods are comprised of direct materials, direct labor, depreciation and manufacturing overhead. Inventory is stated at the lower of cost and net realizable value. Our costing of inventories is principally determined by the weighted average cost method for raw materials.
Cash and cash equivalents, restricted cash, short-term time deposits and long-term time deposits were $304.5 million at December 31, 2023, compared to $420.9 million at December 31, 2022.
Cash and cash equivalents, restricted cash, short-term time deposits and long-term time deposits wer e $441.9 million at December 31, 2024, compared to $304.5 million at December 31, 2023.
(b) within six years after the Delivery Date, or prior to July 9, 2026, it does not (i) generate a minimum specified amount of annual sales of products manufactured on the granted land or (ii) pay at least RMB 157.6 million ($22.2 million) in annual total taxes (including value-added taxes, corporate income tax, personal income taxes, urban maintenance and construction taxes, education surcharges, stamp taxes, and vehicle and shipping taxes) as a result of operations in connection with the granted land.
In addition to the milestones, covenants in the current Agreement require that, among other things, ACM Lingang will be required to pay liquidated damages in the event that within seven years after the Delivery Date, or prior to July 9, 2027, it does not (i) generate a minimum specified amount of annual sales of products manufactured on the granted land or (ii) pay at least RMB 157.6 million ($22.2 million) in annual total taxes (including value-added taxes, corporate income tax, personal income taxes, urban maintenance and construction taxes, education surcharges, stamp taxes, and vehicle and shipping taxes) as a result of operations in connection with the granted land.
We recognize a loss or impairment if in our judgement the inventory cannot be sold or used for production, if it has been damaged or should be considered as obsolete, or if the net realizable value is lower than the cost. We also assess the status of our raw materials.
We assess the recoverability of all inventories to determine if any adjustments are required. We recognize a loss or impairment if in our judgement the inventory cannot be sold or used for production, if it has been damaged or should be considered as obsolete, or if the net realizable value is lower than the cost.
During the twelve months ended December 30, 2023, two prominent exporters of advanced semiconductor manufacturing equipment, the Netherlands and Japan, announced and began to implement plans to join the United States in imposing semiconductor-focused export controls.
These factors had an adverse impact on ACM Shanghai’s shipments and sales for the twelve months ended December 30, 2023. During the twelve months ended December 30, 2023, two prominent exporters of advanced semiconductor manufacturing equipment, the Netherlands and Japan, announced and began to implement plans to join the United States in imposing semiconductor-focused export controls.
In such case, the Grantor shall refund the Grant Fees for the remaining land use term after deducting the deposit agreed under the Grant Agreement and refund the deposit for timely commencement of production and relevant bank interests in full to ACM Lingang. • The Production Start Milestone is now required to be met by January 9, 2025.
In such case, the Grantor shall refund the Grant Fees for the remaining land use term after deducting the deposit agreed under the Grant Agreement and refund the deposit for timely commencement of production and relevant bank interests in full to ACM Lingang. • The Production Start Milestone, as extended due to COVID-19 related delays, was required to be met by January 23, 2025 but was not achieved.
The sixth grant was made in 2020, and relates to the development of other cleaning technologies. The seventh grant was made in 2021, and relates to the development of the R&D and production center in the Lin-gang Special Area of Shanghai.
As of December 31, 2021, the fourth and fifth grants had been fully utilized. The sixth grant was made in 2020, and relates to the development of other cleaning technologies. The seventh grant was made in 2021, and relates to the development of the R&D and production center in the Lin-gang Special Area of Shanghai.
During the year-ended December 31,2023, ACM's ownership declined to 82.1% due to the exercise of 2,150,309 stock options related to ACM Shanghai shares (note 18). As a result, we reflect the portion of our net income allocable to the minority holders of ACM Shanghai shares as net income attributable to non-controlling interests.
During the year-ended December 31,2024, ACM's ownership declined to 81.5% due to the exercise of stock options related to ACM Shanghai shares (note 59 Table of Contents 17). As a result, we reflect the portion of our net income allocable to the minority holders of ACM Shanghai shares as net income attributable to non-controlling interests.
Net cash used by operations of ($75.3 million) during the year ended December 31, 2023 consisted of: Year Ended December 31, 2023 2022 2021 (in thousands) Net Income $ 96,852 $ 50,564 $ 42,921 Non-cash operating lease cost 3,580 2,816 2,451 Provision for inventory 575 2,248 75 Provision for credit losses 2,741 - - Gain on disposals of property plant and equipment (2) (12) - Depreciation and amortization 8,092 5,366 2,353 Realized gain on short-term investments (9,047) (1,116) - Income from equity method investments (9,952) (4,666) (4,637) Unrealized loss (gain) on short-term investments 2,737 7,855 (607) Deferred income taxes (13,647) 4,027 (1,840) Stock-based compensation 27,338 7,730 5,117 Net changes in operating assets and liabilities: (184,590) (137,006) (85,926) Net cash flow used in operating activities $ (75,323) $ (62,194) $ (40,093) Significant changes in operating asset and liability accounts during the year-ended December 31, 2023 included the following uses of cash: increases of inventories of $164.0 million (Note 5), and an increase of accounts receivable of $108.7 million (Note 4).
Net cash provided by (used in) operations during the year ended December 31, 2024, 2023, and 2022 consisted of: Year Ended December 31, 2024 2023 2022 (in thousands) Net Income $ 131,269 $ 96,852 $ 50,564 Non-cash operating lease cost 3,815 3,580 2,816 Provision for inventory 2,796 575 2,248 Provision for credit losses 13,517 2,741 - Gain on disposals of property plant and equipment 945 (2) (12) Depreciation and amortization 9,967 8,092 5,366 Realized gain on short-term investments (1,788) (9,047) (1,116) Income from equity method investments (423) (9,952) (4,666) Unrealized (gain) loss on short-term investments (973) 2,737 7,855 Deferred income taxes 5,286 (13,647) 4,027 Stock-based compensation 49,576 27,338 7,730 Dividends from unconsolidated affiliates 1,529 — — Net changes in operating assets and liabilities: (63,066) (184,590) (137,006) Net cash flow provided by (used in) operating activities $ 152,450 $ (75,323) $ (62,194) Significant changes in operating asset and liability accounts during the year-ended December 31, 2024, 2023, and 2022 included the following uses of cash: increases of inve ntories of $64.1 million (Note 5), and an increase of accounts receivable of $123.3 million (Note 4).
Adjusted operating income for the year ended December 31, 2022, as compared with the year ended December 31, 2021, increased by $22.9 million due to a $20.3 million increase in income from operations and a $2.6 million increase in stock-based compensation expense.
Adjusted operating income for the year ended December 31, 2023, as compared with the year ended December 31, 2022, increased by $56.4 million due to a $36.8 million increase in income from operations and a $19.6 million increase in stock-based compensation expense.
In 2021, ACM Shanghai was certified as an eligible integrated circuit production enterprise and is entitled to a preferential income tax rate of 12.5% from January 1, 2020 to December 31, 2022.
ACM Shanghai was certified as an “advanced and new technology enterprise” in 2012 and again in 2016, 2018, 2021 and 2024, effective until December 31, 2026. In 2021, ACM Shanghai was certified as an eligible integrated circuit production enterprise and was entitled to a preferential income tax rate of 12.5% from January 1, 2020 to December 31, 2022.
Operating Expenses We have experienced, and expect to continue to experience, growth in the absolute dollar amount of our operating expenses, as we invest to support the anticipated growth of our customer base and the continued development of proprietary technologies.
As a result, fluctuations in currency exchange rates may have a significant effect on our gross margin. Operating Expenses We have experienced, and expect to continue to experience, growth in the absolute dollar amount of our operating expenses, as we invest to support the anticipated growth of our customer base and the continued development of proprietary technologies.
ACM Shanghai receiv ed $51,000 of payments related to such grants in the year ended December 31, 2023, as compared to cash receipts of $1.1 million in the same period of 2022.
ACM Lingang received cash payments of $3.9 million related to such grants in the year ended December 31, 2024, as compared to cash receipts of $51,000 in the same period of 2023.
Shipments consist of two components: • a shipment to a customer of a type of tool that the customer has previously accepted, for which we recognize revenue when the tool is delivered; and • a shipment to a customer of a type of tool that the customer is receiving and evaluating for the first time, in each case a “first tool,” for which we may recognize revenue at a later date, subject to the customer’s acceptance of the tool upon the tool’s satisfaction of applicable contractual requirements or subject to the customer’s subsequent discretionary commitment to purchase the tool.
Shipments consist of two components: • a shipment made to a customer that have previously accepted a specific type of tool (“repeat shipments”), revenues are recognized upon shipment or delivery because the Company can objectively demonstrate that the tools meet all the required customer specifications; and • a shipment to a customer of a type of tool that the customer is receiving and evaluating for the first time, in each case a “first tool,” for which we may recognize revenue at a later date, subject to the customer’s acceptance of the tool upon the tool’s satisfaction of applicable contractual requirements or subject to the customer’s subsequent discretionary commitment to purchase the tool.
Deferred income tax assets and liabilities are measured using enacted tax rates expected to apply to taxable income in the years in which these temporary differences are expected to be recovered or settled. The effect on deferred tax assets and liabilities of a change in tax rates is recognized in income in the period that includes the enactment date.
Deferred income tax assets and liabilities are measured using enacted tax rates expected to apply to taxable income in the years in which these temporary differences are expected to be recovered or settled.
Interest income (expense), net, increased in 2022 compared to 2021, principally as a result of reduced interest income from lower interest rates on reduced cash balances, offset by increase in interest expenses incurred from short-term and long-term bank loans.
Interest income (expense), net, decreased in 2023 compared to 2022, principally as a result of reduced interest income from lower interest income on reduced cash balances, offset by increase in interest expenses incurred from a higher balance of total bank loans.
Net cash used in investing activities for the year ended December 31, 2023, excluding net cash proceeds from the sale of time deposits, was ($60.2 million), primarily consisting of ($64.3 million) purchase of property and equipment and intangible assets, and ($7.5 million) purchase of long-term investments (note 14), partly offset by $3.4 million net proceeds from the sale of short-term investments, and $8.2 million of dividends received from long-term investments (note 14).
Net cash used in investing activities for the year ended December 31, 2024, excluding net cash proceeds from the sale of time deposits, was $103.8 million, primarily consisting of $85.9 million purchase of property and equipment and intangible assets, and $24.9 million purchase of long-term investments (note 13) and $1.4 million purchase of equity investments, partly offset by $8.4 million net proceeds from the sale of short-term investments.
Cost of Revenue and Gross Margin Year Ended December 31, 2023 2022 2021 % Change 2023 v 2022 % Change 2022 v 2021 (in thousands) Cost of revenue $ 281,508 $ 205,217 $ 144,895 37.2 % 41.6 % Gross profit 276,215 183,615 114,856 50.4 % 59.9 % Gross margin 49.5 % 47.2 % 44.2 % 2.30 3.00 Cost of revenue and gross profit increased in 2023 as compared to 2022 due to the increased sales volume and an increase in gross margin.
Cost of Revenue and Gross Margin Year Ended December 31, 2024 2023 2022 % Change 2024 v 2023 % Change 2023 v 2022 (in thousands) Cost of revenue $ 390,564 $ 281,508 $ 205,217 38.7 % 37.2 % Gross profit 391,554 276,215 183,615 41.8 % 50.4 % Gross margin 50.1 % 49.5 % 47.2 % 0.5 2.30 Cost of revenue and gross profit increased in 2024 as compared to 2023 due to the increased sales volume and an increase in gross margin.
Income from equity method investments increased by $4.0 million for the year ended December 31, 2021 due to higher net income from equity method investments. 69 Table of Contents Tax Benefit (Expense) Year Ended December 31, 2023 2022 2021 (in thousands) Current: U.S. federal $ (12,757) $ (479) $ (91) U.S. state (150) (18) (2) Foreign (19,696) (11,139) (2,195) Total current tax expense (32,603) (11,636) (2,288) Deferred: U.S. federal 7,316 (10,927) 2,089 U.S. state 63 8 - Foreign 5,860 5,757 65 Total deferred tax benefit (expense) 13,239 (5,162) 2,154 Total income tax expense $ (19,364) $ (16,798) $ (134) We recognized a tax expense of $19.4 million for the year ended December 31, 2023 as compared to a tax expense of $16.8 million for the prior year period.
Tax Benefit (Expense) Year Ended December 31, 2024 2023 2022 (in thousands) Current: U.S. federal $ (483) $ (12,757) $ (479) U.S. state (2) (150) (18) Foreign (29,120) (19,696) (11,139) Total current tax expense (29,605) (32,603) (11,636) Deferred: U.S. federal (5,244) 7,316 (10,927) U.S. state (63) 63 8 Foreign (119) 5,860 5,757 Total deferred tax benefit (expense) (5,426) 13,239 (5,162) Total income tax expense $ (35,031) $ (19,364) $ (16,798) We recognized a tax expense of $$35.0 million for the year ended December 31, 2024 as compared to a tax expense of $19.4 million for the prior year period.
The effective tax rate is highly dependent upon the geographic composition of worldwide earnings, tax regulations governing each region, availability of tax credits and the effectiveness of our tax planning strategies. We carefully monitor the changes in many factors and adjust our effective income tax rate on a timely basis.
On a quarterly basis, we provide income tax provisions based upon an estimated annual effective income tax rate. The effective tax rate is highly dependent upon the geographic composition of worldwide earnings, tax regulations governing each region, availability of tax credits and the effectiveness of our tax planning strategies.