Kulicke 和 Soffa 舉行了 2023 年第三季度財務電話會議,討論了他們的財務措施、分部報告變化和前瞻性陳述。
他們強調了增長計劃的進展、收入高於預期以及利用率的提高。該公司報告了減值費用,但表示這不會對其前景產生重大影響。
他們預計 9 月份季度的收入約為 2 億美元,並將繼續專注於擴大市場准入。
他們討論了行業增長率預期、球焊機和楔焊機裝置的改進以及利用率的提高。該公司專注於提升 TCB 能力,預計到 2025 年 TCB 收入將達到 1 億美元。
他們正在與內存客戶合作,並與代工廠合作以獲得 TCB 機會。他們預計球焊機將在 2024 年成為一個重要的增長機會。
該公司預計未來 2-3 個季度的利潤率將有所改善,並提到 NAND 的利用率和需求好於預期。
使用警語:中文譯文來源為 Google 翻譯,僅供參考,實際內容請以英文原文為主
Operator
Greetings, and welcome to the Kulicke and Soffa 2023 Third Quarter Results. (Operator Instructions) As a reminder, this conference is being recorded. It is now my pleasure to introduce your host, Joe Elgindy. Senior Director, Investor Relations. Thank you, sir. You may begin.
Joseph Elgindy - Senior Director of IR & Strategic Planning
Thank you. Welcome, everyone, to Kulicke and Soffa's Fiscal Third Quarter 2023 Conference Call. Fusen Chen, President and Chief Executive Officer; and Lester Wong, Chief Financial Officer, are also joining on today's call.
Non-GAAP financial measures referenced today should be considered in addition to, not as a substitute for or in isolation from our GAAP financial information. Complete GAAP to non-GAAP reconciliation tables are available within the recently filed earnings release as well as our earnings presentation. This information in addition to our prepared remarks for today's call are available at investor.kns.com.
Beginning with the June quarter 10-Q filing, we have amended our segment reporting and will provide additional segmentation details of our previous capital equipment reportable segment. This change has no effect on the composition of our APS reportable segment or our end market disclosures.
During this revision, a material weakness was identified over internal controls related to segment reporting and subsequently triggered the filing of the amended 10-K for fiscal year 2022 yesterday evening. Please note there was no impact on any reported amounts of the primary financial statements previously reported periods associated with this amendment.
Additional details are available within the 10-K filed yesterday evening. In addition to historical statements, today's remarks will contain statements relating to future events and our future results. These statements are forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995. Our actual results and financial condition may differ materially from what is indicated in those forward-looking statements.
For a complete discussion of the risks associated with Kulicke and Soffa that could affect our future results and financial condition, please refer to our recent SEC filings, specifically the amended 10-K for the year ended October 1, 2022, and the 8-K filed yesterday. With that said, I will now turn the call over to Fusen Chen for the business overview. Please go ahead, Fusen.
Fusen Ernie Chen - President, CEO & Director
Thank you, Joe. We continue to make progress across a broad set of growth initiatives. During the June quarter, we delivered new Ball and Wedge solutions supporting high-volume semiconductor applications, innovative and advanced packaging solutions supporting heterogeneous integration and reached new milestones with our emerging advanced display prospects. We also maintained an aggressive pace of development and broadened our technology engagements in several areas. Additionally, our core market continues to improve due to technology trends, incremental capacity needs, and an ongoing product refresh cycle.
We continue to see gradual demand improvements across the ball bonder market and anticipate more meaningful demand recovery as the macro environment improves and the inventory is digested throughout the electronics value chain. Longer term, we continue to anticipate nearly 10% semiconductor unit growth in calendar year 2024 and anticipate unit growth will remain above average in 2025.
In the near-term, we remain focused on delivering new innovations, which addresses long-term, technology-driven growth opportunities in both our core and emerging equipment businesses. I wanted to spend a few minutes to outline several specific initiatives in our ball, wedge, advanced display and advanced packaging prospects that are increasing the value-add of our assembly solutions.
First, we have begun the ball bonder equipment product refresh with the recently introduced POWERCOMM and POWERNEXX ball bonder platforms. These systems have been well received by customers as they provide new capabilities for high-volume, system-in-package applications. They also enable an improved machine to operator ratio, which provides customers with efficiency improvements and greater geographical flexibility.
Over the coming quarters, we expect to release additional ball bonding solutions, which will complete our portfolio refresh. We are excited to provide new levels of value to customers and look forward to additional margin and cash-flow benefits to investors over the long term. It has become clear that our core, high-volume semiconductor market has increasingly become more complex, creating the need for more advanced solutions and advanced features. Growing complexity needs have already improved ball bonding gross margins by over 300 basis points since 2020, and we anticipate additional improvements going forward.
Next, more efficient power control in the fast-growing battery market create new technology opportunities and support higher growth rates for our leading wedge-bonder platforms. Sustainable energy, electric vehicles and more efficient consumer devices are driving demand for compound semiconductors âsuch as Silicon Carbide and Gallium Nitride and are also creating new technology-driven demand for more complex module-based power devices.
These multi-chip, module-based power devices are driving a transition from aluminum to copper interconnects. Similar to the gold to copper transition we led within high-volume ball bonding, this shift in power semiconductor requires new capabilities such as our high-power-interconnect, or HPI solution, which we already recently announced. HPI extends our existing technology leadership in wedge bonding and has provided new opportunities with leading customers who are directly supporting power semiconductor and electric-vehicle transitions. We are also closely engaged with a strategic customer on the most critical and demanding semiconductor assembly applications, which support space exploration and satellite communications.
To summarize the wedge opportunity, we have a strong and dominant historic position, which has more than doubled our wedge-related revenue since 2020. We continue to support the most critical and demanding power semiconductor and cylindrical battery applications and we remain very optimistic for future growth as we are closely engaged with customers who are enabling these markets.
Next within Advanced display, we have reached new milestones for our portfolio of solutions, which address the long-term backlighting and direct-emissive opportunities that are demanding new mini and micro LED assembly solutions. During the current September quarter, we have reached new technology milestones with LUMINEX, and we are well prepared to support higher-volume demand as the market grows. We recently announced a collaboration leveraging LUMINEX technology with a leading SMT provider to accelerate the adoption of advanced display technology in both backlighting and direct-emissive applications.
The LUMINEX system is designed for mini LED opportunities for larger-format direct-emissive displays and also for the high-volume display transition to advanced backlighting. We have made significant progress with our LUMINEX system, which supports a final placement throughput of 540,000 die-per-hour with a yield of 99.99%, with even higher throughput and yields expected as we continue to develop this solution. We have demonstrated the ability to accurately place micro-LED size die at 4µm 3 sigma.
While we have seen early adopting customers using traditional die-attach equipment to support initial backlighting applications, over time LED die size will continue to shrink and we anticipate demand for our dedicated, high-throughput, high-accuracy LUMINEX system will accelerate. Additionally, we continue to make progress on Project W and expect to provide additional visibility into Project W's fine -- fiscal 2024 revenue expectations over the coming quarters.
Finally, while we are now providing more value in the high-volume semiconductor market as wire bonding becomes more and more complex. We are also actively expanding our market share in leading-edge logic and optical applications with our competitive Thermocompression portfolio. Recently, we have appreciated the increased customer interest and peer commentary regarding the longer-term contributions Thermocompression technology can provide to support rapidly evolving chiplet and heterogeneous trends.
We have worked aggressively to expand our engagements to leading commercial customers and also global technology consortium. We also recently announced an expanded partnership with UCLAâs Center for Heterogeneous Integration and Performance Scaling, also known as UCLA CHIPS. Together we look forward to extending TCB pitch to below 5 µm. In addition to this expanded technology relationship, we recently shipped a record number of fluxless TCB systems to a broadening group of commercial customers who are spearheading the transition to chiplet and heterogeneous integration.
Our strength in TCB has centered around higher-volume opportunities supporting applications processors, 3D sensing and silicon photonics, which are transitioning to TCB for technical reasons, such as smaller form factor, thinner substrates and improved yields. We have also already grown our share in chip-to-substrate TCB for heterogeneous applications in production. In addition to these proven market wins, we are pleased to also announce our active engagement in several chip-to-wafer evaluations, which can materially accelerate growth of our dedicated advanced packaging portfolio over the long term.
Turning to the June quarter results, we generated $190.9 million of revenue, and $0.55 of non-GAAP EPS, above prior expectations due to continuing stringent cost control on non-critical matters and discrete tax items. Moving to the end market discussion, 79% of total revenue stemmed from capital equipment and improved 13% sequentially, supported by utilization improvements in General Semiconductor, LED and memory end markets. Within General Semiconductor, ball-bonding equipment sales increased sequentially, by 45%, largely due to increased utilization rates and stronger demand of our highest-performance Rapid Series. We also reached a new record quarter for our Thermocompression business and booked revenue for several fluxless systems and our latest TCB platform.
Within LED, we have also seen utilization rates improve, which supported demand for our ULTRALUX Plus system. As of August 1, last week, the United States has implemented the anticipated ban on incandescent lightbulbs in favor of more efficient LED lighting. We anticipate utilization rates will continue to improve through the September quarter for high-bright LED lighting applications. Next, automotive and industrial has slightly softened although it remains quite strong from a historic standpoint. Demand for power semiconductor continues to be robust due to our contributions to the broad EV transition and the increasing content of semiconductors per vehicle. We also look forward to sharing news regarding our battery assembly opportunities over the coming quarters.
Within memory, we recognized a better-than-expected improvement in utilization rates and a pickup in demand for our NAND assembly solutions. Historically, we have enjoyed a dominant position in NAND assembly and have continued to expand our market reach into DRAM applications. Looking into fiscal 2024, we are excited about prospects such as vertical fan out, also known as VFO, which is expected to further expand our share in high-density DRAM applications and can provide significant cost improvements over TSV-based approaches used in applications such as High-Bandwidth Memory. I look forward to sharing more details on this exciting opportunity over the coming quarters.
To summarize, we remain actively engaged with multiple customers who are enabling technology transitions in Automotive, Semiconductor and Display opportunities. Our investments in development, engineering capabilities and new market opportunities have enhanced our fundamental strength, increased our value-add, and have solidified key pillars to our long-term growth strategy. We are currently progressing several parallel qualifications and evaluations, and we look forward to providing a more detailed outlook over the coming quarters.
Finally, within our core-capital equipment market, we have seen clear demand improvements and are forecasting utilization rates to further improve through the September quarter. Looking into the next few years, we continue to anticipate above average semiconductor unit growth and also anticipate taking share in new markets. We look forward to delivering a steady pace of new systems and features and also announcing new customer and technology wins over the coming quarters.
With that said, I will now turn the call over to Lester, who will discuss our financial performance and outlook, Lester?
Lester A. Wong - Executive VP of Finance & IT and CFO
Thank you, Fusen. My remarks today will refer to GAAP results unless noted. Before commenting on our June quarter financial performance, I wanted to address 2 specific items related to our June quarter performance. First, during the June quarter, we booked impairment charges of $21.5 million associated with our 2017 acquisition of Liteq BV and a minority equity security investment related to a technology asset. Neither of these non-cash impairment charges have a material impact on the near-term outlook and we continue to support the market opportunities these investments have previously provided.
To add context, since our acquisition of Liteq BV, we have deployed over 1 billion dollars toward capital expenditures, acquisitions, and shareholder returns. Of this cumulative deployment, approximately 75% was returned to shareholders through the company'sâ increasing dividend and opportunistic repurchase programs.
Next, I also want to set clear expectations regarding our order-intake and backlog activity over the coming quarters. We continue to hold a sizeable amount of order backlog, roughly 4x the size of our third quarter fiscal 2019 backlog. This excess backlog will reduce the book-to-bill ratio, and ultimately land at roughly 3 to 4 months of revenue, which is in line with our average lead-times.
In addition, some of our anticipated incremental opportunities in fiscal 2024 are not included in the current backlog. With that said, it remains a very exciting time for the company with ongoing near and long-term improvements within our core market and ongoing execution across a variety of end market applications.
As an update, our capacity expansion investments are continuing on track to provide critical operational capacities to support the growing demand of our advanced packaging and advanced display offerings. During the June quarter, we generated $190.9 million of revenue, 47.2% gross margin and $0.55 of non-GAAP EPS. Gross margins came in just below expectations, largely due to mix stemming from a rebound in high-bright LED demand and also an increase in higher-volume orders.
Non-GAAP operating expenses came in at $66 million, below our prior expectations, due to shifts in discretionary spending and ongoing cost controls. Finally, tax expense for the quarter was $148,000, lower than anticipated due to the reduction in profit before tax, mainly from the impairment charges and a discrete item related to the reversal of uncertain tax positions.
Turning to the balance sheet, working capital days decreased from 517 to 465 days in the June quarter, primarily due to the sequential improvement in revenue and relatively flat working capital. Our repurchase program remains opportunistic, and we have increased our repurchase activity by 71% sequentially to $8.5 million during the June quarter.
Looking ahead to the September quarter, we anticipate revenue of approximately $200 million, plus or minus $20 million with gross margins of 48%. Non-GAAP operating expenses are anticipated to be approximately $70.5 million, +/- 2% due to additional general and R&D investments. We remain focused on controlling and limiting any non-critical activities and have maintained a very cautious, needs-based, hiring approach. Our collective cost-control efforts have reduced our June quarter operating expenses by approximately $4.5 million from our original budget.
Non-GAAP net income for the September quarter is expected to be approximately $24 million with non-GAAP earnings per share of approximately $0.42. It remains a very interesting period of time at K&S as the value of semiconductor assembly is rapidly increasing. As our core business continues to strengthen, we remain focused on expanding our long-term market access with our competitive advanced packaging, advanced display and automotive solutions.
We look forward to sharing our progress over the coming quarters. This concludes our prepared comments.
Operator, please open the call for questions.
Operator
(Operator Instructions) Our first question comes from Craig Ellis with B. Riley Securities.
Craig Andrew Ellis - Senior MD, Director of Research and Senior Semiconductor & Capital Equipment Analyst
Thank you for all the information this morning. Fusen, I wanted to start off following up on one of your earlier points about the view on calendar '24 industry growth at 10% year-on-year. I think that was I'm assuming that's on a unit basis. The question is this around that level of industry growth, how would you expect K&S to perform given the growth initiatives that you've outlined in the improved positioning in some of your larger end markets like general semi?
Fusen Ernie Chen - President, CEO & Director
Okay. So, Craig, we believe '24 will be a better year for us than '23. Above average right now is forecast, but we do also get feedback from customers. But what will be the final number? I think a lot will really depend on the macro environment. At this moment, it is still a little bit dynamic. But we feel like 10% probably is a good number. So with this assumption, I think we will see improvement of our ball bonder shipment. I think particularly, we start to see growth. We believe the ball bonder will grow even more. And not only shipment, I think we will see the gross margin expansion. So other than ball bonder, the wedge bonder demand is still strong, I think, due to power semi and the EV.
And in addition, I think we will put a new capability to wedge bonder. For the AP, I think we will see the growth, I think, in the heterogeneous integration. We have TCB in non-heterogeneous focus in high-volume semi and the focus on our multiple applications such as silicon photonics, 3D sensing and app processor and also have heterogeneity integration, we believe, particularly in heterogeneity integration, we can show the growth. And we also hope to see the actually growth in the advanced display in the W project and also in LUMINEX. So we probably will have a better feeling about the industry rate of recovery, maybe by November. Maybe by November, we will have a better feeling about rate of recovery. So 10% right now is a number from the industry and also from us and really depends on the next couple of months. The industry still keeps on this forecast. Okay. So Craig, I hope I answered your questions.
Craig Andrew Ellis - Senior MD, Director of Research and Senior Semiconductor & Capital Equipment Analyst
Yes, that's really helpful, Fusen. And then combining that commentary with points that Lester made about higher backlog levels than 2019. But I think if I heard you right, Lester, the likelihood that backlog does decline over the next few quarters. Can you talk about the visibility that you have into the fiscal first quarter of the year? And if we look beyond the guidance for the fiscal fourth quarter, can you talk about some of the near-term gives and takes for what's typically a seasonal softer part of the business?
Lester A. Wong - Executive VP of Finance & IT and CFO
Yes. Sure, Craig. Yes, I did say -- I mean we still have a very, very healthy backlog, just below about $500 million. So we will -- we do expect that backlog to come down over time and over the next couple of quarters. So as far as near-term visibility, as Fusen mentioned, right, it is pretty dynamic at this point. We believe there will probably be some more seasonality this year than during '21, '22 during the ramp. Also, I think, for FY '24, as Fusen indicated, we believe it will be a much better year than '23. However, when -- I think the first half may not be as strong as the second half, but again, there's a lot of moving pieces right now, but we feel pretty good about '24 as compared to '23.
Operator
Our next question comes from Dave Duley with Steelhead Securities.
David Duley - Managing Principal
I was wondering as far as when the improvement that you're seeing in your overall revenue in both the June quarter and the September quarter you just guided to, what segments are showing improvements sequentially?
Lester A. Wong - Executive VP of Finance & IT and CFO
Well, Dave, I think ball bonder is the main -- the unit that is showing improvement. Wedge bonder has remained relatively strong throughout the last couple of quarters. But I think we are seeing ball bonder becoming stronger. I think this is tied to seeing utilization rates going up. And so I think that's basically the increases over quarter-to-quarter. And as well as Fusen mentioned, we shipped a record number of fluxless TCB this quarter as well as record TCB revenue for the quarter that just ended.
David Duley - Managing Principal
Okay. And as a follow-up on the Thermocompression bonding market. Could you just perhaps articulate what you think your position there is, how big the market is? What percentage of that market you think you're currently capturing? And there seems to be a little bit of push and pull as to whether Thermocompression bonding or hybrid bonding is going to be a bigger market? If you could just kind of talk about what -- which pieces of the market do you think each technology would capture or just characterize how you think you're doing in this particular market?
Fusen Ernie Chen - President, CEO & Director
Okay. So if I -- we believe we have a quite strong TCB product portfolio. So actually, I think I made a comment. Our TCB have a 2 market. One is the focus on high-volume semiconductor and these are for non-heterogeneous integration. And we serve in applications such as application processor, 3D sensing and also silicon photonics. And actually, this year are doing quite well. And other than that, I think we have a lot of focus on actually heterogenous integration. We, last year -- started from last year, we believe we have a very strong position in actually heterogeneous integration in the C2S chiplet substrate. And the customers are actually already in the production. And we, at this moment, engaged with multiple customers in the C2W and we do believe we are on the way to get the market shares.
So for our TCB, I think our focus at this moment is working with multiple customers in IDM, fabless, OSAT and also foundry. To push our TCB capability, to push a technical limitation to the best, which is below 10 micron. And with all the information, we feel -- we actually feel quite positive about the direction we are going. So when you hear about -- when you ask about our fluxless TCB birth of hybrid. So let me make a comment. I think at this moment, these 2 markets are not overlapping. Of course, heavy bonding has its advantage which is nonthermal. Actually, you don't have a hit. You also don't have a stress. So this advantage, hybrid health. And in the meantime, I think this is a little bit more expensive process.
So to ask how do we compare to hybrid? I think it's hard questions. I just want to tell you our mission actually is to push TCB as far as possible below 10 microns. So in the future, I think when they might, in some point, to compete in a 5-pitch and which one have a higher volume, I think it's really a lot depends. For K&S, I think it really depends on the capability of our TCB, how far it can extend to a 5-pitch, right? And also for hybrid bonding, how are cost effective and how much productivity this process can improve in addition to actually, of course, at least non-thermal, non-stress, the process actually is robust. Also, finally, I think it depends -- depends on final customer's choice, right? So I wish I answered your question. I think hybrid and TCB at this moment is not competing. And our mission is to push TCB as far as possible as press release described today.
So I just want to also provide to you -- so it's our belief, I think this year our TCB, we are looking around $60-some million -- maybe $68 million with total dedicated AP probably above $100 million. So by 2025, we actually have a lot of opportunity. But up to realize market shares, we also need to wait a little bit a couple of months for the high volume. So -- but we do believe by 2025, our TCB alone should be above $100 million. A lot of times our dedicated AP, we are looking for about $200 million.
David Duley - Managing Principal
Okay. And then you mentioned some details about high-bandwidth memory. I'm wondering what your exposure is there. Do you -- are you currently in production? Are they using wire bonders and stuff for the stacks or so maybe you could elaborate a little bit?
Fusen Ernie Chen - President, CEO & Director
So actually, we are working with -- actually not many. Actually, this industry only a few. But also, we also work with a few memory customers. There is a publication by a major customer, (inaudible) actually to use wire -- vertical wire actually to be alternative for TSV. So actually, we are working with the customers. I think next year, there's a possibility for 1 or 2 customers, maybe in a small volume preproduction. So we are actually quite excited about our lease opportunity.
Operator
Our next question comes from Charles Shi with Needham & Company.
Yu Shi - Senior Analyst
I want to start again, thermocompression bonding. I think a year ago, you announced receiving roughly $80 million orders in your backlog to ship by the end of '23 and $300 million cumulatively by the end of 2025. So this is a 2-part question. So how many have you shipped so far out of that $80 million orders? And have you turned more of the opportunity beyond the initial $80 million? I mean moving to the -- from $80 million to $300 million opportunity into the backlog? And if yes, how much have you received -- have you turned opportunity into backlog as of today?
Fusen Ernie Chen - President, CEO & Director
So this $80 million, I think remain there, I would think maybe by the latest, by mainly middle of next year will complete. And Charles, I think when we look at the opportunity, we have engaging customers. But a lot of time, I think -- I can tell you, the customer engage and have a high potential remain there. But sometimes, I think their opportunity, their process integration architecture might have fine-tuned. So we actually -- as I mentioned, I think '25, we probably will actually above $100 million. But I think at that time, the $300 million is including this $80 million. I forget actually exactly what I said.
But I can tell you all the opportunities are still there. But the customers are focused at that time and also their process, the project, the schedule might have a little shift. But I can tell you, I think all the customers we engage are still very positive. And maybe the forecast have a little bit different. So right now, we are looking at the TCB, I think, by 2025, annual revenue will be greater than $100 million.
Lester A. Wong - Executive VP of Finance & IT and CFO
And Charles, just for a point of reference, over the last 2 quarters, we've shipped over $40 million worth of TCB.
Yu Shi - Senior Analyst
You mean fiscal Q2 and Q3, right?
Lester A. Wong - Executive VP of Finance & IT and CFO
That's right. Fiscal Q2 and Q3, yes.
Yu Shi - Senior Analyst
Also on TCB, you mentioned other than the IDM, there's OSAT and foundry opportunity. I want to ask you specifically about foundry. I definitely heard some of your IDM strength seems to be carrying over to foundry at least from what they are doing in terms of evaluation. So can you talk a little bit more about the engagement with the leading foundry TCB? What's the status there? And I mean, obviously, this is probably a beachhead, but what's the first application of any of the evaluation you're engaging with them. Is it the C2S, C2W or is it flux -- with flux or fluxless kind of application?
Fusen Ernie Chen - President, CEO & Director
Okay. I think I mentioned we have multiple engagement right now in the C2W. We really don't specifically talking about the customers. But I think at this moment, the C2W are fluxless with copper-to-copper contact capability. And that's really we are focused on and we have a multiple of them in our ship or going to ship and from -- this is another first-time process -- this process. So I think there are 2 purposes for our fluxless, particularly in the C2W. One is to reduce defect flux (inaudible) which will impact the year and -- due to a [combination]. The other one, I think the copper-to-copper contact are very important. And not only copper-to-copper contact, reliable copper contact is -- reliability is very important. I think we have a very special, actually, structures and the process to make a very reliable copper-to-copper contact. And this is a comment by many customers we are engaged on -- with.
No, I think in terms of application, we actually don't specifically comment about customers' process. But I can tell you, we have multiple engagement. And I think C2W is a [bigger] focused area, I think, at this moment, and -- which we are quite excited about.
Yu Shi - Senior Analyst
Maybe one last question, very short. Do you have any preliminary view about the fiscal first quarter 2024, the December quarter in terms of how much sequential is it going to be from the fiscal fourth quarter, the September quarter?
Lester A. Wong - Executive VP of Finance & IT and CFO
So Charles, right, as you know, we don't guide beyond the quarter. As I think both Fusen and I said earlier, there will be some seasonality in the first fiscal quarter, unlike in -- during the ramp of '21, '22. We do continue -- we do believe that the business has continued to improve as well. As far as the magnitude, I think, again, there's a lot of uncertainty macros out there that will give further color in our Q4 earnings release.
Fusen Ernie Chen - President, CEO & Director
Yes. So Charles, maybe just to make one comment. I think we do feel '24 will be a better year. Really, I think how much bigger -- I can tell you, if you -- if we can count the biggest opportunity, I think it's really ball bonder. And our ball bonder really came down from a very high level. So we are actually quite pleased. If you remember, I think, in Q1, we feel like our ball bonder actually has come to a trough and Q2 actually showed the improvement. So there are no visible change from Q2 to Q3, Q3 to Q4 is also a ball bonder. And we are seeing short-term capacity by and also some customer need -- needed for the better capability of bonder to handle more complicated structures.
So if you ask me, we feel better, favorable opportunity, I think ball bonder can carry a very good growth for '24. But really how much is much, I think it probably really depends on the recovery rate. I think we will have a better judge probably in November. But we feel like the current rate of recovery is still not very strong. So we do expect our second half will be better than the first half. I hope this will help.
Operator
Our next question comes from Tom Diffely with D.A. Davidson.
Thomas Robert Diffely - MD & Director of Research
Maybe Fusen following up on that last response. What are the utilization rates today? And how low did they go a couple of quarters ago?
Lester A. Wong - Executive VP of Finance & IT and CFO
So maybe I'll answer that, Tom. So utilization rate right now is around 70%. The previous quarter was around 60%. And I think the quarter before that it was -- is about the same, a little bit lower. So we are seeing it go up. We also see Q4 utilization rate will also probably be higher than Q3. So we're seeing that nice trend as it heads towards the mid-70s.
Thomas Robert Diffely - MD & Director of Research
Great. okay. No, very helpful. I appreciate that, Lester. I wanted to dig in a little bit on the tool refresh that you're doing across your product lines. You mentioned a couple of new ones hitting the market. How do you see that rolling out as a percentage of your sales or percentage of revenues or shipments? Is it a 2- to 3-quarter transition? Do you think a year from now, you'll be largely with the new higher-margin tools? Just a little color on that would be great.
Fusen Ernie Chen - President, CEO & Director
So Tom, I think the first 2 are for (inaudible) count, and we have another one is for the high performance one. And hopefully, we will see maybe some margin improvement in about 2 quarters -- maybe 2 to 3 quarters. So I hope that helps.
Lester A. Wong - Executive VP of Finance & IT and CFO
Yes. And Tom, we expect most of the products that Fusen referred to, to be released by the first half of '24. Obviously, as it release, it takes a little bit of time to gain traction. But it's -- I think we expect the margin improvements starting in '24 and definitely by the second half '24, the increase, particularly in ball bonder margin should start hitting.
Thomas Robert Diffely - MD & Director of Research
Okay. I appreciate that. And then I guess, finally, maybe just a quick update on the Project W. Still expect it to start to ramp in the first half of '24?
Fusen Ernie Chen - President, CEO & Director
No. Actually, Tom, if you listen to me, I think actually, this is a timing issue, but we always feel this is going to be -- '24 will be a prototyping and preproduction, right? So I think beyond that -- beyond that, I think the volume will be higher. But next year, I think we are working together with the customers, just on the preproduction and also prototyping.
I think in about maybe 2 quarters, if we probably have more insight, we will share with you and share with the public.
Thomas Robert Diffely - MD & Director of Research
Okay. And then final question, maybe for Lester. Looking at the cash balance and the share repurchase, your share repurchase levels, although up sequentially are well below where they were a few quarters ago. Has there been a different philosophy or change of thought as far as share repurchasing over time?
Lester A. Wong - Executive VP of Finance & IT and CFO
No, no. I think we -- our philosophy always has been to be opportunistic, right? I mean, Fusen always discussed with the Board every quarter on our capital allocation. So we've kind of slowed down for a while, and we picked up a little bit, but we believe that we will probably continue to be opportunistic, and I think the volume will continue to grow.
Operator
(Operator Instructions) Our next question comes from Christian Schwab with Craig-Hallum.
Christian David Schwab - Senior Research Analyst & Partner
I just have one quick question. Your commentary regarding memory that you saw a better-than-expected improvement utilization rates and a pickup in demand in NAND, which we're not really seeing or hearing from anybody else, including the manufacturers of NAND other than possibly bottoming. So I'm just looking for greater clarity on that statement, please?
Fusen Ernie Chen - President, CEO & Director
Well, I think -- we actually -- on NAND, we actually have quite a high market shares, right? And I think this quarter, we do get business from NAND business. But at this moment, Christian, even people expect memory to touch to the bottom. We still see recovery rate will be still slow. So overall, I think memory, our expectation is even is an uptrend, we do believe are the best 20 for the whole industry, probably can go back to a 22% plus, maybe about 10%. So -- but just on the negative comment, I think NAND, we have a pretty good market shares whenever capacity come and next focus for us and see if we can get the auto market share gain in the -- this upturn for DRAM.
Operator
There are no further questions at this time. I would now like to turn the floor back over to Joe Elgindy for closing comments.
Joseph Elgindy - Senior Director of IR & Strategic Planning
Thank you, Maria, and thank you, all for joining today's call. Over the coming months, we will be presenting at several investor conferences. As always, please feel free to follow up directly with any additional questions. This concludes today's call. Have a great day, everyone.
Operator
You may disconnect your lines at this time. Thank you for your participation.