Earnings Call Transcript
10x Genomics, Inc. (TXG)
Earnings Call Transcript - TXG Q4 2022
Operator, Operator
Good afternoon. Thank you for attending today's 10x Genomics Fourth Quarter and Full Year 2022 Earnings Conference Call. My name is Bethany, and I will be the moderator for today's call. All lines will be muted during the presentation portion of the call with an opportunity for questions and answers at the end. I would now like to pass the conference over to our host, Cassie Corneau with 10x Genomics. Please go ahead.
Cassie Corneau, Moderator
Thank you, and good afternoon, everyone. Earlier today, 10x Genomics released financial results for the fourth quarter and full year ended December 31, 2022. If you have not received this news release or if you would like to be added to the company's distribution list, please send an email to investors@10xgenomics.com. An archived webcast of this call will be available on the Investor tab of the company's website 10xgenomics.com for at least 45 days following this call. Before we begin, I'd like to remind you that management will make statements during this call that are forward-looking statements within the meaning of federal securities laws. These statements involve material risks and uncertainties that could cause actual results or events to materially differ from those anticipated, and you should not place undue reliance on forward-looking statements. Additional information regarding these risks, uncertainties and factors that could cause results to differ appears in the press release 10x Genomics issued today and in the documents and reports filed by 10x Genomics from time to time with the Securities and Exchange Commission. 10x Genomics disclaims any intention or obligation to update or revise any financial projections or forward-looking statements, whether because of new information, future events or otherwise. Joining the call today are Serge Saxonov, our CEO and Co-Founder; and Justin McAnear, our Chief Financial Officer. With that, I will now turn the call over to Serge.
Serge Saxonov, CEO
Thanks, Cassie. Good afternoon, and thank you for joining us. During today's call, I'll start with an overview of our performance during the fourth quarter. Next, I will highlight our progress and momentum across our business and the exciting opportunities we have ahead in each of our three platforms. I'll then turn the call over to Justin for a more detailed look at our financial results as well as our revenue guidance for 2023. While 2022 had its challenges, we ended the year strong with revenue of $156 million in the fourth quarter, up 9% year-over-year. This represents quarter-over-quarter growth of 19%, demonstrating our momentum and focus on execution as we closed out the year. Total revenue for the year was approximately $516 million, up 5% over 2021. In 2022, we sold more than 1,100 instruments, surpassed 4,500 peer reviewed publications using our products, and expanded our intellectual property portfolio to more than 1,750 patents and patent applications. Yes, the clear highlight of the year was the continued strength and velocity of our innovation engine. 2022 was the biggest and most exciting year of new products in our history as our team delivered catalytic launches in all three platforms. In Chromium, our new products further expanded our broad menu of high-performing assays. We released Chromium Flex, the new gold standard for single cell gene expression, which we believe has the potential to be transformative to the Chromium franchise. In addition, we introduced our first sample prep product, the Nuclei Isolation Kit, and opened up new applications with the launch of BEAM. In Visium, we launched CytAssist, our first spatial instrument. We see CytAssist as the foundation of the Visium platform going forward, transforming the Visium workflow and outperforming manual methods. And finally, we launched our Xenium platform, which we believe is the most advanced in situ platform on the market. The platform includes a versatile and easy-to-use instrument, a diverse menu of curated, customizable and high-quality panels and Xenium Explorer, intuitive software for interactive data visualization. We're incredibly proud of what our innovation engine delivered in 2022 and we're confident we'll have the commercial scale and operations infrastructure in place to capitalize on the opportunities ahead. On the commercial front, we're building from a solid foundation with broad reach and a talented team obsessed with customer success. Last year, we started implementing better commercial processes, systems, and tools as we prepare for our next phase of growth. On the operations side, we made tremendous progress building our new R&D and manufacturing center here in Pleasanton, which is on track to be completed soon. This is one of our initiatives to build our global manufacturing network for scale and significant capacity for future growth. Now, let me share more about our recent progress on our pipeline, starting with Chromium, the definitive platform for single cell analysis. Throughout the year, we've seen ongoing demand for Chromium X Series instruments as both new and existing customers chose the X Series for its high performance, extended capabilities and series specific assets. In fact, after several consecutive quarters of customers overwhelmingly opting for X Series instruments, we made the decision during Q4 to discontinue future sales of our legacy Chromium Controller. On the consumables side, our comprehensive portfolio of high-performance assays, which are easy to use and scale, delivered deep biological insights across a wide range of applications and analytes. The performance, differentiation, and scalability of our consumables portfolio should position us well to drive growth with existing customers, welcome new researchers into the 10x ecosystem and accelerate translational and biopharma opportunities. In Q4, we saw particular strength with our Multiome product, as researchers continued the trend toward measuring multiple analytes per cell. We also saw increased adoption of our high throughput assays as customers embark on larger scale projects. We're pleased with the customer response to Chromium Flex, which we believe will become the new flagship assay for single cell gene expression. After completing their initial evaluation cycles, customers are reordering consistently and starting to adopt larger kits for more scale and lower cost per sample. We're still very early in this launch, particularly with the FFPE opportunities. Flex is the first and only assay to open up the vast volumes of archival FFPE samples for single cell analysis, which should enable much more research particularly in translational settings. We have now rigorously validated Flex across a broad range of different FFPE samples and have published demonstrated protocols to better enable our customers to access this ground-breaking capability. Also, in Q4, we began shipping BEAM. BEAM's proprietary screening approach enables researchers to quickly analyze up to millions of BRT cells to determine their antigen binding of high resolution. We believe the scale, resolution, and throughput of BEAM can revolutionize therapeutic discovery, making it of particular interest to our pharma and biotech customers. BEAM is a great example of how innovation opens new applications for single cell analysis. As the unambiguous leader in single cell, we continue to invest in new product development to unlock more sample types, enable larger scale, lower the cost of experiments, and engage a broader base of researchers. At the AGBT conference last week, we shared proof-of-concept data, demonstrating how Chromium Flex can easily scale to up to 10 million cells and hundreds of samples in a single experimental run. We believe that data illustrates the power and the long-term potential of Chromium Flex to deliver scale at levels that were inconceivable just a few years ago. In addition, this shows how 10x continues to raise the bar on scalability and ease of use, and how our product innovation can drive down the cost of single cell experiments. Now, I'd like to share more about our spatial platforms. Through our internal investments and our acquisitions of Spatial Transcriptomics, ReadCoor, and CARTANA, 10x has been leading the way in spatial for a decade. We have built incredibly powerful technologies, developed foundational intellectual property and have deep experience in customer insights that have been instrumental to our Visium and Xenium platforms. Visium is the leader in unbiased spatial discovery. It has been adopted in thousands of labs around the world, used in more than 440 publications in pre-print, and has generated by far the largest number of public data sets than any other spatial platform. And we're still just getting started. We made big strides last year with the launch of CytAssist, which we believe will be a great catalyst to accelerate the platform. We're pleased with the sustained customer interest and demand for CytAssist in its second full quarter since launch. We're hearing very positive feedback from customers as they complete their initial runs of CytAssist along with its companion assay, Visium FFPE version 2. FFPE is increasingly the sample type of choice for Visium users as demand nearly doubled that of fresh frozen in Q4. We designed CytAssist to help solve the key challenges our customers have faced with the Visium workflow. Beyond its ease of use, the instrument outperforms manual methods, ensuring customers not only have a better experience but also receive better insights. With CytAssist, researchers can access more samples and more sample types, including tissue sections previously stored on standard glass slides. In addition, we recently released a new protocol, enabling customers to use fresh frozen tissues on CytAssist. This new protocol, along with the performance advantages inherent in our v2 chemistry, resulted in much higher sensitivity than our standard manual fresh frozen assays. We're continuing to invest in Visium new product development with CytAssist as the foundation of our pipeline moving forward. At AGBT, we shared more about the future products and capabilities that will be exclusively available in CytAssist. We will continue to expand CytAssist to be compatible with more sample types, including tissue micro arrays. We're also working to bring multiome to the platform with a planned launch of gene plus protein expression in the first half of 2023. And we're fully committed to delivering higher resolution. Our team is making tons of exciting progress on Visium HD, which will be offered only on CytAssist. As you may have seen on AGBT, the HD data looks exclusive, showing us power to deliver unbiased whole transcript discovery across the entire tissue sections of single-cell scale resolution. We've come a long way with this ambitious project, and we'll share more when we get closer to launch. Now turning to Xenium, our newly launched platform for in situ analysis and what we believe is the best performing system on the market. As we shared at Investor Day, we delivered our accelerated timeline and officially began global commercial shipments in December. Both instrument shipments and orders exceeded our internal expectations in Q4, reflecting strong customer enthusiasm for Xenium. For our team, there is really no better feeling than seeing new products in the hands of researchers. It was especially rewarding to have a customer share data from his own Xenium runs at AGBT just weeks after we started shipments. With feedback from our initial customers, we are now more confident than ever in Xenium's differentiation and performance advantages across a number of fronts. First, Xenium offers excellent sensitivity and specificity. Because of the unique features of our chemistry, Xenium delivers high specificity even on difficult tissues, ensuring that customers can reliably measure the genes they are interested in. At the same time, our chemistry ensures high specificity giving customers confidence that they are not seeing phantom genes or cells in their samples. Second, Xenium offers the best workflow from instrument to insight. We've worked hard to design easy and straightforward sample preparation assay protocols, and we have brought our world-class software capabilities to Xenium, which is the only platform to feature comprehensive onboard analysis in parallel with the instrument run, including cell segmentation and clustering results. Directly after the run, without additional processing, results can be easily transferred from the instrument for interpretation using Xenium Explorer, or a wide variety of open-source tools. Our differentiated approach is both flexible and fast, significantly reducing the computational burden on customers. Third, our gene panel strategy, developed in collaboration with leading researchers, best enables customers to answer their specific research questions. Our approach combines targeted gene panels optimized by tissue type with the flexibility to add in large numbers of custom genes. This year, we plan to add several tissue-specific and multi-tissue panels to our lineup, as well as fully custom panels for maximum flexibility. And finally, Xenium delivers best-in-class throughput, enabled through advances across the full technology stack in chemistry, hardware, and software. With Xenium, researchers can analyze the most tissue area at single molecule resolution in the least amount of time. We built Xenium to have key performance advantages for launch and for the long term. Xenium is backed by a comprehensive multi-year roadmap and 10x's track record of innovation, giving customers even more confidence in their investment. At AGBT, we put some of these future capabilities on full display and built new proof-of-concept data to demonstrate just how powerful Xenium is already and how much more it can enable in the future. This data showcased some of our key development directions, including multimodal cell boundary spans and trained cell segmentation algorithms, multiplex RNA protein on the same tissue section and isoform mapping deduction. In addition, we shared R&D data from a 5,000-plus multi-tissue gene panel on seven human FFPE tissues, demonstrating the platform's capability to scale to many thousands of genes. Also, at AGBT, we announced the Xenium Catalyst program. Through this service, prospective customers can see proof-of-concept data on their own samples to support their brand applications and funding requests. While many researchers are able to use our provided data sets for this purpose, we believe the Xenium Catalyst program will be a great resource for select customers who require sample-specific data. We can't wait for even more customers to see firsthand why we strongly believe Xenium is the most advanced in situ platform on the market. Coming over this record-setting year of catalytic launches across all three platforms, we are fully focused on driving new product adoption, ensuring our customer success and getting the most out of the tremendous opportunities ahead. At our Investor Day, we shared our view of the large opportunities in life science research and beyond. When you look at all the ways our platforms are being used, the diversity of applications, diversity of analyses, and a number of customers, we see that our technologies are replacing much of the conventional toolkit in life sciences. Our tools are revolutionizing biological questions. By analyzing how much scientists currently spend pursuing their answers, we can estimate the magnitude of our opportunity. At a high level, there are four broad categories of research questions where single-cell and spatial methods are particularly useful. The first category, atlasing, is the initial step for single cell analysis, yet we're less than 20% penetrated. The second category, which entails the investigations of genetic mechanisms, also sees a meaningful use of our tools, but is less than 10% penetrated. It's the same in the third category, which encompasses a large opportunity and broader diversity of mainstream biology. And similarly, we're barely scratching the surface with our fourth category, translational and biopharma applications. We have established strong beachheads, but it's still very early relative to the large potential. Now turning to 2023. While it's still a dynamic environment, most geographies have stabilized with the exception of China. We have so much to look forward to and deliver on this year. 2023 will be the first full year on market for several key products, including Chromium Flex, Visium CytAssist and Xenium. Our commercial team is fully focused on driving adoption and increased use with new and existing customers alike. While we're coming off the biggest year of product launches in our history, we're not slowing down. Our innovation engine is focused on extending our product leadership with new capabilities in all three platforms. Capabilities that will open up our tools for more samples, more research, and more customers. From a commercial and operations perspective, we are continuing to put the pieces in place to get back to our track record of execution and scale to the next phase of growth. At our core, 10x is fundamentally about growth and impact. It's why since the earliest days of the company, we have invested to build foundations and scale for the long term. This next phase of growth will be complemented by increased focus on operational excellence and efficient scaling. We'll be disciplined yet remain bold and ambitious in pursuit of our mission to accelerate the mastery of biology and advance human health. With that, let me turn it over to Justin for more detail on our financials.
Justin McAnear, CFO
Thank you, Serge. Total revenue for the three months ended December 31, 2022, was $156.2 million compared to $143.5 million for the prior year period, representing a 9% increase year-over-year and a 19% increase quarter-over-quarter. Consumables revenue was $131.6 million, which increased 8% over the prior year period. Instrument revenue was $22.3 million, which increased 15% over the full year period. Services revenue was $2.3 million, which increased 29% over the prior year period. America's revenue for the fourth quarter was $85.6 million, representing 11% growth over the prior year period. EMEA revenue for the fourth quarter was $43 million, representing 24% growth over the prior year period. APAC revenue for the fourth quarter was $27.6 million, representing a 13% decrease over the prior year period, which was primarily due to COVID disruptions during the quarter. Turning to the rest of the income statement. Gross profit for the fourth quarter of 2022 was $119.4 million compared to a gross profit of $115.9 million for the prior year period. Gross margin for the fourth quarter was 76% compared to 81% for the fourth quarter of 2021. The gross margin decrease was driven primarily by the impact of shifting product mix due to newly introduced products. Total operating expenses for the fourth quarter of 2022 were $142.5 million compared to $131.8 million for the fourth quarter of 2021. R&D expenses for the fourth quarter of 2022 were $63.6 million compared to $61.9 million for the fourth quarter of 2021. SG&A expenses for the fourth quarter were $78.9 million compared to $69.9 million for the fourth quarter of 2021. The increase in R&D and SG&A expenses during the quarter were primarily due to increased personnel-related costs as we continue to scale the organization over the last year. Operating loss for the fourth quarter was $23.1 million compared to a loss of $15.8 million for the fourth quarter of 2021. This included $41 million of stock-based compensation for the fourth quarter of 2022 compared to $26.9 million for the fourth quarter of 2021. Net loss for the period was $17.2 million compared to a net loss of $18.4 million for the fourth quarter of 2021. Turning to our full year results. Total revenue for the full year ended December 31, 2022, was $516.4 million compared to $490.5 million for 2021, representing a 5% increase. Consumables revenue was $435.6 million, an increase of 4% over the prior year. Instrument revenue was $72.4 million, an increase of 12% over the prior year. Services revenue was $8.4 million, an increase of 16% over the prior year. As of year-end, we have sold a cumulative total of 4,630 instruments, up 1,119 instruments from the end of 2021, representing a 32% increase in cumulative instruments sold across all three platforms. Pull-through per instrument for 2022 was $109,000, decreasing from $142,000 in 2021. As we discussed at our Investor Day, due to a number of factors, pull-through per instrument is becoming less relevant for our business today, and this will be the last year that we report on this as a key metric. Our focus is to increase the utilization of our products and drive growth in overall consumables revenue. To assess our performance in these goals, in addition to revenue, we also track the number of reactions sold in a given period. During 2022, our customers bought over 316,000 reactions worth of consumable products. This was up from approximately 310,000 reactions in 2021, and represents an increase of 2% year-over-year. Looking at our regional results for 2022. Revenue for the Americas for the full year was $293.8 million, representing 11% growth over the prior year. EMEA revenue for the full year was $117.1 million, representing 8% growth over the prior year. APAC revenue for the full year was $105.6 million, representing a 10% decline over the prior year. Gross profit for 2022 was $396 million compared to a gross profit of $416.4 million for 2021. Gross margin for 2022 was 77% compared to 85% for 2021. The decrease in gross margin was primarily due to a one-time reversal of $14.7 million of accrued royalties in 2021, the impact of shifting product mix with newly introduced products and the impacts of inflation and increased supply chain costs. Total operating expenses for 2022 were $564 million compared to $468.7 million for 2021. The increase in operating expenses was primarily driven by an increase in personnel expenses, including stock-based compensation expense, and higher costs for facilities and information technology to support operational expansion. R&D expenses for 2022 were $265.7 million compared to $211.8 million for 2021. The increase was primarily attributable to increased personnel-related costs including stock-based compensation expenses, laboratory materials, and facilities costs. SG&A expenses for 2022 were $298.3 million compared to $257.6 million for the prior year. The increase was primarily due to increased personnel-related costs, including stock-based compensation expenses, marketing expenses, and facilities costs. Operating loss for 2022 was $167.9 million compared to a loss of $52.3 million for 2021. Net loss for 2022 was $166 million compared to a net loss of $58.2 million for 2021. We ended 2022 with $430 million in cash and cash equivalents and marketable securities net of restricted cash. Turning to our outlook for 2023. We expect full year revenue to be in the range of $580 million to $600 million, representing growth of 12% to 16% over full year 2022. Looking at Q1 trends, we have seen an impact to bookings in China, and while we believe activity levels are recovering, there is typically a lag in reorders after the disruptions as customers work through existing inventory. This has been reflected in our 2023 annual guidance range. Moving to gross margin. We expect our gross margin percentage to trend lower from where we exited the year, as newly introduced products expand and become a large percentage of overall revenue. This is particularly the case for the Xenium instrument, as this is currently a low-margin instrument. The impact on overall company gross margin will be greater as more instruments are placed. We plan to continue to invest across the business to support our growth. And while our rate of headcount growth in 2023 will be lower than in 2022, we will still be adding additional headcount, mainly to support new product development and support. As our new operations facility in Pleasanton nears completion, we expect a significant reduction in capital expenses in the back half of this year and will continue to drive towards becoming free cash flow positive by the end of 2023. We will maintain a disciplined and targeted approach to OpEx spend throughout the year and expect some increases over 2022 due to increased stock-based compensation expense as a result of our previous equity grants to incentivize employees, the additional headcount to support new products, and increased litigation expenses as we continue to defend our intellectual property. We look forward to an exciting year and feel well positioned financially and operationally to capitalize on what lies ahead. At this point, I'll turn it back to Serge.
Serge Saxonov, CEO
Thanks, Justin. What I hope you heard today was our focus on execution and scale as we continue to push the frontiers of biology. We're proud of the formidable strength of our innovation engine to deliver new products that fuel scientific research and enable major discoveries across every area of life sciences. These discoveries continuously reinforce my conviction that just about all tissue samples will one day need to be analyzed with single-cell resolution at large scale and spatial context. With our three platforms, we're uniquely positioned to bring this feature forward. We believe our platforms, each on their own, are by far the best-in-class in their respective fields. And when used together, our tools provide even more value and reveal the deepest biological insights. As I look to 2023, I'm more optimistic than ever about our future. There are massive opportunities ahead, and we're in a very strong position to capture them. We have incredible products, broad commercial scale, and an amazing team, all of which give me every confidence we're still just getting started. My sincere thanks to the 10x team for making this magic happen day in and day out. Our team's relentless focus on our mission and customers has always been a fundamental strength that sets 10x apart and will continue to propel us well into the future. With that, we will now open it up for questions.
Operator, Operator
Thank you. Our first question comes from the line of Dan Brennan with Cowen. Please go ahead.
Dan Brennan, Analyst
Thank you for the question and congratulations on a strong quarter. Regarding the guidance of 12% to 16%, which is slightly below consensus, it makes sense considering the macro environment and your comments on China and the experiences from 2022. I would appreciate it if you could provide some clarity on why you haven’t provided a breakdown of the single cell and spatial segments. Specifically, I’m interested in understanding the developments in the single cell area, which is larger, and what insights you are seeing from academia and biopharma, and how that has influenced your guidance.
Justin McAnear, CFO
Hey, Dan. This is Justin. I'll take that one. As far as our 2023 guidance goes, you're right, we've got Chromium bucket and a spatial bucket. And if we look on the Chromium side, we're looking at probably from the low to mid-teens growth year-over-year. And keep in mind, this includes the impact that we've seen so far in China in Q1, which we've called out. We think China is probably going to end up around 20% down for Q1 year-over-year, and that's probably going to drive Q1 somewhere in the low to mid-teens percent increase year-over-year over Q1 of last year. So, that's incorporated in the overall guidance range. So, on the Chromium side, low to mid-teens increase. On the Spatial side, with the addition of Xenium in the ramp that we've seen so far with Visium, looking at about 40%-plus increase year-over-year as the initial input for the guidance range there.
Dan Brennan, Analyst
Great. Thanks for that. And then, as maybe as a follow-up, I'm sure there'll be a lot of questions to pick that apart. But just when we think about profitability, I heard you at the end, Justin, at the prepared remarks, can you just walk through again how we're thinking about exiting the year, you said free cash flow positivity. I know in the past you've talked about EBITDA positivity. Just kind of what should we expect in the fourth quarter of this year? And what does that exit rate kind of pretend as we go beyond '23? Thank you.
Justin McAnear, CFO
Yes, thanks, Dan. Our goal is still to become free cash flow positive by the end of the year, and we believe we can achieve that under various scenarios. There are several options we can consider if we notice a downward trend. As mentioned at Investor Day and in our prepared remarks, after we finish our facility in the first half of the year and settle all payments, we expect to see a significant decrease in capital expenditures from the first half to the second half of the year. Additionally, this is based on our current business operations and does not factor in any major non-recurring events. Overall, it’s crucial for us to exercise discipline in managing our operating expenses, and we are being very strategic with our current investments.
Operator, Operator
Thank you. Our next question comes from the line of Dan Arias with Stifel. Please go ahead.
Dan Arias, Analyst
Good afternoon, guys. Thanks for the questions. Serge or Justin, maybe specifically on Xenium, now that systems are making their way into the field here, what's the best way to think about contribution specifically for that box just given that it sounds like you're trying to be, I think, measured early on with the launch, but you're also pretty clear about demand being strong? So, anything you can sort of help us with sort of to frame out year one for that product? And then, maybe relatedly, is there anything that you're thinking about in terms of the impact of the Visium franchise?
Justin McAnear, CFO
Yes. So, when we're looking at 2023, I believe that Xenium is likely to be the largest variable in our guidance range. We expect the revenue from Xenium to be more skewed towards the instruments rather than consumables this year. And we expect the placements to ramp throughout the year. We gave the overall thoughts on how just the Spatial platforms will contribute overall to the 2023 revenue, so Visium and Xenium together over a 40% increase year-over-year. We have mentioned before that this is a complex technology. It's a product that we pulled forward quite a bit to launch by the end of last year. And we're really focused right now on the initial placements and early customer success. And looking at how those placements have gone, and looking at the data that customers themselves have generated off the instruments that we've delivered and installed, initial signs are looking good. And I think we need a little bit more time to see how that continues to ramp, at which point, we'll assess how quickly we'll execute the rest of the installs and what kind of constraints there might be after that.
Serge Saxonov, CEO
Dan, so to your question on the Visium and Xenium interactions, so at this stage, the platforms exist in fairly distinct use cases in terms of what kinds of obligations customers would be considering it for and obviously quite different sorts of capital requirements and run rates. So, we don't see them cross-cannibalizing each other to a significant extent right now. In fact, there's a fair amount of synergy between using the platforms. And we do see customers kind of opting into the full 10x Spatial ecosystem and we certainly are eager to encourage that as well. And so that's how we see this year kind of playing out. In the long run, of course, it's very hard to predict how the different applications and platforms will sort of overlap, interact and support each other. I don't think anyone quite knows that. But at this stage, I think they are both gaining a lot of momentum and quite complementary out there.
Dan Arias, Analyst
Okay. Thank you for that color there. Maybe I'll just stay on the new products. On the Flex assay, how meaningful do you think that can be this year? I mean, you had talked about customers needing to see some validation data and just get comfortable with the assay. But it sounds like that's happening now at a fairly decent pace, although I'd love to hear whether you think that's the case. Should we think about that being a needle mover this year? And then, relatedly, is that assay driving Chromium X placements forward when you just look at the install rate over the last quarter? And what you're looking for bookings-wise?
Serge Saxonov, CEO
Yes, there are several factors to consider. Firstly, regarding your initial question, we are definitely experiencing good momentum with Flex. Looking at the last quarter, we see customers scaling up and returning with largely positive results and enthusiastic reactions, leading to larger experiments. However, we must monitor that some of Flex usage will come from our previous flagship assay, which may not contribute to overall growth. Additionally, Flex facilitates more efficient multiplexing, allowing for reduced costs per sample. While this enables new types of experiments that customers hadn't considered before, it might also affect revenue temporarily, as customers can conduct the same studies at a lower expense. In the long run, I am confident that demand will increase significantly, but we need to be cautious in the short term. Flex is indeed driving instrument placements and differentiates our iX series instruments from the Chromium Controller, which will enhance momentum moving forward. Furthermore, Flex also allows us to explore new sample types, particularly FFPE samples, which were previously unfeasible for single-cell analysis. There is significant potential here, but it's still early, especially with FFPE, as we only started robust marketing efforts at the end of last year, making it difficult to predict how it will develop.
Operator, Operator
Thank you. Our next question comes from the line of Tejas Savant with Morgan Stanley. Please go ahead.
Tejas Savant, Analyst
Hey, guys. Good evening. Maybe I'll start with one on the guide. Serge, just given your comments earlier this afternoon on how you think about the three different platforms and the distinct value propositions, you kind of laid out the case for Xenium versus Visium. But what do you think about sort of Xenium versus potentially Chromium? And then secondly, in terms of just the Visium HD launch, are you thinking of that as essentially replacing the Visium sales in the model over time if and when Visium HD goes live?
Serge Saxonov, CEO
Yes. To address the first question regarding Xenium and Chromium, I believe your inquiry touches on the potential for cannibalization and reinforcement. Traditionally, in situ applications have predominantly utilized Chromium data alongside single-cell data as complementary elements, and we expect that trend to continue. We view Xenium as largely complementary to Chromium. Regarding cannibalization, there may be some impact, particularly among early technology adopters who are keen on new advancements. While some users may shift focus from Chromium, it's important to remember that the Chromium market is significantly larger now, with considerable enthusiasm and momentum for projects that rely on a single-cell to Chromium approach. Therefore, despite potential cross-cannibalization, both tools operate within distinct yet complementary areas. As for your question about Visium HD and Standard Visium, we'll provide more information as we approach the launch. We are indeed seeing substantial interest from customers in Visium HD, which carries immense potential and excitement.
Tejas Savant, Analyst
Got it. As a follow-up on the Xenium, can you share any insights on month-over-month trends through January? Additionally, where do you expect to be regarding the scale-up of instrument manufacturing, considering the complexity of the instrument as we end the year? Also, could you provide some information on list prices compared to discounting and bundling across your portfolio for the outlook in 2023?
Justin McAnear, CFO
Hey, Tejas, this is Justin. I'll start with the month-to-month trend. As you know, we don't disclose pre-orders or orders since those aren't considered sales. Right now, we are focused on ramping up the operational supply chain manufacturing and continuing to build out the installed teams. Demand is strong, and we don't foresee it being an issue in the near term. Regarding manufacturing, this is the most complex product we've ever built, and it was produced on a compressed timeline that we moved forward. We are continuing to focus on operations and see this as a long-term strength. We are working to move as quickly as possible, but there may be constraints as we progress and get past these initial placements, where we will be more deliberate and move toward broader placements. I believe we covered all three parts of your question.
Operator, Operator
Thank you. Our next question comes from the line of Patrick Donnelly with Citigroup. Please go ahead.
Patrick Donnelly, Analyst
Hey, guys. Thanks for taking the questions. Justin, maybe to stick with the guidance. Just want to get a flavor of kind of how you approached it relative to last year. In 2022, you had a few things pop up. Obviously, the lockdowns in China being the most significant, but then cold chain issues in Europe. You talked a little bit about this year, you almost have more variables, right, with Xenium being kind of the bigger one. So, I guess, how did you approach it in terms of level of conservatism just given again some things can always come up and particularly around Xenium, I guess, just trying to get a flavor for the conservatism in the guide relative to how you approach things last year or the year before?
Justin McAnear, CFO
So, overall, our philosophy on guidance hasn't changed. It's a balanced view that we're looking at overall with upsides and downsides across all products and all the factors that we're aware of that go into it. I would say that this year though one thing that's a little bit different in formulating that view is the growth rates that we're projecting for later in the year. We're not getting too far ahead of ourselves as far as projecting growth rates that we aren't seeing right now. And so that was the base assumption that was going into planning the rest of the year. And then, as far as just looking at the guidance overall, like I mentioned, a big portion of the variability that we could see in the year is going to be how Xenium instruments ramp. And so, we didn't want to get too far ahead of ourselves there either. And so, if there was one part of the guide, it would probably be a little bit more on the conservative side, it would be just what we're assuming for the Xenium ramp. And as the year progresses, we'll update that as we go forward.
Operator, Operator
Understood. Okay. That's helpful. Serge, could you discuss the remaining steps to bring Visium HD to market? We touched on it briefly last week at AGBT, and it seemed like there were perhaps more technical challenges than initially anticipated, but you navigated a lot of those issues. Can you share your perspective on the roadmap to commercialization? What steps have already been taken, and how far along do you think we are in the process? Thank you.
Serge Saxonov, CEO
Yes. We talked about last time. As I mentioned at AGBT, we showed some really, really exciting data that we're now producing internally. We're working really hard. The team is working really hard to get the product to market, a lot of enthusiasm from customers. We're not at the stage ready to give an update on the timeline or on the state of development. But I do want to emphasize that we're very strong, we're committed to the platform, and I'm very excited by what it will enable with our customers.
Operator, Operator
Thank you. Our next question comes from the line of Julia Qin with J.P. Morgan. Please go ahead.
Julia Qin, Analyst
Hi, good afternoon. I wanted to touch on Chromium trends since biopharma is at the core of grabbing up data, volume scale and translational use, could you give us an update on your progress in penetrating biopharma accounts? And for the new Chromium instruments that you're placing or the consumable utilization, how much of that is driven by biopharma accounts? And what is a reasonable kind of medium-term target that you're thinking about?
Serge Saxonov, CEO
Yes. Regarding biopharma adoption, we see a strong foothold and our progress in biopharma sales has been tracking closely with our sales in academia. We anticipate that over time, the future potential within biopharma applications will materialize in the coming years. Until now, there have been significant barriers to adoption in biopharma due to product limitations, especially concerning the need to work with live samples and fix tissues. Last year, we addressed these issues. As we moved through 2022, we demonstrated that our new products, particularly the Flex on the Chromium side, can effectively work with fixed tissue, specifically FFPE samples. We now have a solid foundation of product capabilities on which to develop commercial strategies for a more intentional and aggressive push into biopharma. However, the potential for acceleration is still ahead of us, and we have yet to see it fully realized.
Julia Qin, Analyst
Got it. And then, a question on sort of the interplay between the single-cell and spatial side of your platform. We've been hearing some talks about customer budget reallocation potentially away from single-cell to spatial to take advantage of the new capabilities. So just curious what are you seeing based on your customer conversations in terms of the budget? And then in light of that, do you see any fundamental shift in the Chromium customer mix going forward, especially once Xenium is out? Yes, any color you can share on that would be great. Thanks.
Serge Saxonov, CEO
Yes. It's a good question and one we solely track. I think the important thing to appreciate here is that there are different types of customers. And certainly, the early adopters, the technology enthusiasts, the people who will tend to be the earliest adopters of both the Xenium and the Chromium platform with natural shifts to the latest kind of technology with expanded latest kind of technology. So, when you talk to those kinds of customers, you would expect, and we are hearing that some shifting budgets towards Xenium potentially from Chromium. But at the same time, the Chromium customer base is much larger certainly these days than the initial technology early adopter people. There's lots and lots of mainstream biologists who are using Chromium. There are also lots of now translational customers that are using Chromium and there, things are just getting started. There are tons of applications that people are looking to do specifically in Chromium where Chromium is a much, much better fit for many reasons. And of course, there are applications where it's always going to be really associated with single-cell. It's always going to be the right approach, whether if you're starting with associated samples like blood, where you're working on various combinatorial screens, CRISPR screens where the cell is the fundamental unit of experiment where it's always going to be really based around the Chromium approach. So, while we are seeing some amount of budget shifts to Xenium, we think a large majority of the Chromium franchise is going to keep expanding, keep growing.
Operator, Operator
Thank you. Our next question comes from the line of Kyle Mikson with Canaccord Genuity. Please go ahead.
Kyle Mikson, Analyst
Hey, guys. Thanks for the questions. Multipart question on Xenium to start. It's really your first instrument, maybe not, maybe other than the Connect, it possibly that kind of has this price point that might start to trigger evaluation from like the higher-level individual or institutions. How are you thinking about your sales team's ability to adjust to that new sales cycle here and like close deals? And do you think there's going to be a growing pain, especially in light of those changes in '22 and Jim now leading? And there's always this initial training period for years of a new platform. When we speak to the early users, it sounds like they're just entering that true sample processing phase with Xenium. So, within the guidance, how long do you say it's going to take for the early adopters, like that was like 1Q and 2Q, placements to kind of ramp up their usage of the platform?
Serge Saxonov, CEO
To begin with the overall development of our commercial strategy, we have a strong foundation and an extensive reach, backed by a lot of talent within the organization. We intend to utilize this foundation to drive growth this year and in the future. We are implementing new tools, adding new proxies, establishing a common language, and reengineering some of our sales incentives. I believe there are many positive developments underway that will support us now and throughout the year ahead. Now, what is the second question?
Kyle Mikson, Analyst
Yes, just like the initial training period is quite lengthy, do you think it will take a long time to increase their usage of the platform? What can we anticipate regarding what's included in the guidance?
Serge Saxonov, CEO
Yes, regarding the Xenium ramp-up, we will need to observe how that unfolds. The initial signs are quite positive, as users seem to adapt quickly, and we've received some encouraging early feedback from customers using our instruments for their own samples. However, it's important to note that we are still in the very early stages. We will factor all this information into our future expectations.
Operator, Operator
Thank you. Our next question comes from the line of Matt Larew with William Blair. Please go ahead.
Matt Larew, Analyst
Hey, good afternoon. Just wanted to ask a bit about the cadence of the year. I think some periods, typically had about 55% of sales in the back half and the way a bit higher instruments. Just given your comments on China, and the Xenium instrument ramp, maybe just help us think about whether there might be a greater skew to the back half of the year this year?
Justin McAnear, CFO
As far as seasonality goes, we're not expecting anything out of the ordinary. We do expect the seasonality to be similar to the average of the last couple of years.
Matt Larew, Analyst
Okay. And then, Serge, following up on your comments. Obviously, the commercial team went through leadership and meaningful infrastructure changes last year, bringing on new tools, new (ph). Maybe just how do you feel about where the organization is at from a personnel perspective? And is this more of a year of additional investments or more of a harvesting some of the investments that have been made?
Serge Saxonov, CEO
I believe that building the company and its organizations is always a long-term journey. We are optimistic about our current position and are implementing several new initiatives. We will continue this approach, and I don't view it as simply reaping benefits. We will certainly leverage our previous efforts while also striving for further progress.
Operator, Operator
Thank you. Our next question comes from the line of Michael Ryskin with Bank of America. Please go ahead.
Michael Ryskin, Analyst
Great. Thanks for taking the question, guys. First, I want to talk about some of the new metrics going forward. For example, you talked about a 2% increase in reactions year-over-year for 2022. Just so we get some familiarity with that metric going forward, any sense of what a good bogey that will be in 2023, just so we can try to think about reactions versus revenue growth? And any thoughts on how that pace throughout the year last year, sort of did it come in ahead of expectations, below expectations? Just a little bit more context there.
Justin McAnear, CFO
Yes. Regarding the guidance for 2023, we are forecasting revenue figures and provided some expected growth rates across various platforms. When considering changes in reactions, it's important to remember that our main reaction comes from the physical products we sell, but there are also samples that contribute to the reactions. As customers utilize multiplexing more, they can obtain more samples per reaction, which is challenging for us to monitor. We have some anecdotal evidence indicating this has been increasing, especially over the past year. Our newer products, such as CellPlex, have facilitated this growth, and some of our latest products are designed with this in mind. This variable can influence the number of reactions from year to year. In terms of price points, the cost per reaction has been gradually increasing over the last couple of years. When comparing a Visium reaction to a single-cell reaction, the overall expense for Visium is slightly higher, but on average, we are looking at a range of about $1,300 to $1,400 across all products.
Michael Ryskin, Analyst
Okay. All right. I appreciate that. And then just for the follow-up, I wanted to just tie up some loose ends that you mentioned earlier. I mean, you talked about, for example, Justin, talked about low to mid-teens on Chromium and 40% year-over-year spatial. But I don't think we have an accurate base for 2022. I mean, we have some numbers from your Analyst Days, but not for the full year. So, could you just give us a sense of what the full year numbers were? And then also on China, you commented on 1Q, but what about the full year for China? Any thoughts there or maybe some thoughts on your assumptions? When do you think China will normalize as the year goes ahead? Thanks.
Justin McAnear, CFO
Sure. Let's discuss the 2023 guidance for Chromium. We anticipate a low to mid-teens year-over-year increase for Chromium. For spatial, we expect at least a 40% increase starting from the lowest end and gradually increasing in relation to the Chromium growth, likely exceeding 40%. As for Q4, we reported earlier that spatial's revenue percentage in Q4 was similar to Q3, maintaining roughly the same proportion but on a higher revenue base. Regarding future progress, particularly in China, we currently see a projected year-over-year decline of approximately 20%. However, our team in China reports encouraging signs with activity levels recovering. They also noted that inventory levels among service providers and distributors have increased due to disruptions, which will take time to address. Therefore, we anticipate an impact on Q1 and a lesser impact in Q2, with a gradual improvement expected throughout the rest of the year. We will provide updates if the situation improves beyond moderate expectations.
Operator, Operator
Thank you. Our next question comes from the line of Matthew Sykes with Goldman Sachs. Please go ahead.
Matthew Sykes, Analyst
Hi. Good afternoon. Thanks for taking my questions. Justin, maybe just on the gross margin. I know you mentioned you expect to be below the level of last year, and a lot of that has to do with the new product introductions. How should we think about it over the cadence of the year? I mean, should we think about a sort of a lower level consistently throughout the year? Or is there going to be some level of change in cadence of gross margin as we move through the year?
Justin McAnear, CFO
Hey, Matt. When you're thinking about gross margin for this year, the biggest driver on gross margin is going to be what percent of overall revenue is Xenium instruments. So, the Xenium instrument itself, it's a low-margin instrument for reasons that I've gone over before. The consumables though, are more comparable to the consumables that we currently sell. And so, there is going to be an impact throughout this year. I think it's going to continue to trend lower throughout the year as we increase our Xenium placements and also the percent of the overall revenue increases. I do think that there will be partial offsets as the consumables revenue stream on those continues to ramp up as well. But as far as how the consumables ramp compares to the instrument ramp, it's too early to make a call on that. So, I think the best assumption is just that it's going to continue to trend lower throughout the year, and it's going to flex according to the number of overall placements.
Matthew Sykes, Analyst
Got it. That's helpful. And then, Serge, just on the commercial strategy, you had mentioned in your prepared comments about changes you made. I know you hired Jim last year. But any more detail that you can provide just given that you're now a multi-product company, looking to scale as well as grow. Could you maybe talk about some of the changes that you made or some of the things you might be doing differently this year as you're dealing with multiple products in the marketplace?
Serge Saxonov, CEO
Yes. The complexity of our platforms and products has increased significantly, particularly with the introduction of Xenium, which is our most advanced and complex offering to date. However, as we've mentioned previously, these products are highly complementary and there is a substantial overlap in our customer base, allowing them to be used together effectively. We are actively leveraging our entire sales and commercial teams to ensure these different platforms support one another and enhance their mutual benefits. We also acknowledge that some products will require additional focus, and we are investing in specialization on the sales, marketing, and support sides, particularly to assist with Xenium.
Operator, Operator
Thank you. Our last question comes from the line of Justin Bowers with Deutsche Bank. Please go ahead.
Justin Bowers, Analyst
Hi, good afternoon. During the prepared remarks, you talked about the next phase of growth, and I was hoping that you could help characterize that for us a little more. And then, thinking about the next two or three years, is the growth rate we're seeing in the guidance for this year kind of reflective of the outlook for the next two or three years?
Serge Saxonov, CEO
In considering the next few years and our upcoming phase of growth, we are facing significantly increased complexity in our product lineup. Different platforms are at varying stages of market penetration. With Xenium recently launched, there's significant excitement in the market, along with tremendous potential as we enhance the platform's capabilities. I believe this will drive substantial market demand in the coming years, and we are making major investments in this area. The Visium franchise has been established for a few years, and it took time to develop a comprehensive range of capabilities. The introduction of CytAssist last year has positioned us well for accelerated growth, and we are energized by the positive response from customers, prompting further investments to capitalize on this momentum. On the Chromium side, we have experienced considerable growth recently and see significant opportunities in new applications and areas, particularly in translational research. There is considerable potential in biopharma, and our single-cell platform is well-positioned to become more mainstream across biology. Achieving our goals in these areas will require increased scale and a focused, specialized approach to our market strategies. We are committed to scaling the company while enhancing our approaches, using our existing strengths to propel a strong growth phase.
Justin Bowers, Analyst
Understood. And just a quick follow-up. In terms of the headcount additions, it sounded like those were concentrated in R&D and product development. Can you give us a sense of the mix there? And then, just on China, are some of your partners over there starting to see tenders from the stimulus package that was introduced last year or passed last year?
Justin McAnear, CFO
As far as headcount goes, when we're looking at increases in 2023, it's mostly to support new products. We're looking at minimal increases 2023 over 2022. We are hiring some Xenium specialists throughout the year to help augment the efforts and support the sales reps. And we're also taking over support and installations of all products internally, whereas we used to do that through a third-party. And so, the increases are coming mainly from those two areas. And then, as far as China, we haven't heard anything yet.
Operator, Operator
Thank you. Our last question comes from the line of John Sourbeer with UBS. Please go ahead.
John Sourbeer, Analyst
Thanks for taking my question. If I could ask two here. I guess, first, with Europe. Any color there on just how you see the European market playing out for the year and any of the dynamics around macro pressures there?
Justin McAnear, CFO
Europe had a strong quarter recently, and there are likely several reasons behind this. Comparing year-over-year, the situation was favorable when looking back to late 2021, particularly during the rise of Omicron, which had an impact in Europe in the final weeks of that quarter. We faced some operational challenges earlier in the year, but I believe we have made improvements and mostly recovered by the time we entered Q4. Overall, conditions in Europe appear to be more stable, and the recent trends have been encouraging. It's also important to note that as we entered 2023, we implemented our largest annual price increase ever. I believe this has contributed to some level of pull forward in demand due to the price hike. Given that it was the largest increase we’ve enacted moving from Q4 into Q1, it likely resulted in more pull forward than usual. However, it’s still too early to determine how much of that was driven by this price change versus regular demand. We’ll need more data points before we can identify a new trend, particularly in Europe and globally.
John Sourbeer, Analyst
Thanks. My follow-up was going to be on pricing, but maybe just kind of into a high-level question here. I guess when you think about now post the AGBT and the conversation from your customers, I guess, where do you see the most excitement coming when you look through the different platforms from the year? And do you have any shift in those dynamics there between spatial and single-cell?
Serge Saxonov, CEO
Yes, that's a great question. We often try to rank our priorities, but it can be difficult. There is a lot of excitement stemming from AGBT, especially regarding single-cell technologies. We demonstrated the impressive scalability of the Chromium platform, particularly with experiments involving 10 million cells, and the extensive data that can be gathered from a single sample. On the Visium side, we shared Visium HD data, and there’s significant interest in CytAssist, as demand currently outstrips our capacity to meet it. Additionally, with Xenium, we showcased its impressive features, including high-quality data, sensitivity, specificity, and superior throughput compared to the market. The workflow is quite efficient, supported by very sophisticated software that has received positive feedback. At AGBT, we also discussed our long-term development strategies, which resonated strongly with attendees, including future enhancements to cell segmentation and the various analyses possible with Xenium that are unique to our chemistry, such as examining individual nucleotide variants and isoforms in cancer samples. There is substantial enthusiasm not only for what our platforms can achieve now but also for their future direction, making it difficult to identify a clear leading platform.
Operator, Operator
Thank you. That concludes today's 10x Genomics fourth quarter and full year 2022 earnings conference call. I hope you all enjoy the rest of your day. You may now disconnect your lines.