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Month: February 2026

Astera Labs Q4: Solid Beat, but Q1 Margin Guide is Soft

Posted on February 11, 2026June 30, 2026 by io-fund

Astera Labs delivered a solid Q4 beat with revenue up another 17.4% QoQ, though the one point to nitpick from this report was Q1’s softer margin guidance, as it would imply a step down to below the 20% GAAP operating margin level sustained for the last three quarters. In addition, the hypergrowth company is not able to keep up with high comps given sequential growth is expected to be 7.7% QoQ following many quarters of double-digit QoQ growth with some quarters as high as 20%+ sequentially.  

There were clues in the call as to when Astera is most likely to see a second wind with Scorpio-X as the catalyst. Overall, Astera has a longer runway than the market is communicating given there is an element of vendor lock-in to their products. Additionally, Ethernet is optimized for reach, whereas Astera specializes in PCIe, which is optimized for something quite different – GPU-to-GPU communication and memory-level workloads inside the rack. 

Astera also announced that it entered into a warrant agreement with Amazon, allowing the tech giant to purchase up to 3.26 million shares at $142.82 through February 2033. The warrants will vest in tranches of payments made by Amazon for the purchase of up to $6.5 billion worth of Astera’s smart fabric switch, signal conditioning and optical engine products. The vote of confidence from one of Astera’s major customers is certainly welcomed. 

UALink Versus ESUN Debate  

The simplest way to settle the UALink versus ESUN debate is that AI systems using PCIe today are upgrading to PCIe6, and those relying on Ethernet will remain with that protocol. Rather than a winner-takes-all market, the most likely outcome is a hybrid system as PCIe is superior inside the rack and Ethernet is superior for scale-out between racks. 

As covered last quarter in the Q3 Earnings write-up, Ethernet Scale-Up Networking (ESUN) is kicking up dust in the market. The market is concerned because ESUN is proposing an Ethernet solution for scale-up with the October press release stating: “ESUN is a new workstream collaboration designed as an open technical forum to advance Ethernet in the rapidly growing scale-up domain for AI systems.” 

Last quarter, I pointed out that latency is a differentiator as UALink operates in the 100s of nanoseconds versus microseconds for Ethernet (as it stands today). Bridging this gap requires a leap in product design and successful deployment, and until that occurs, ESUN is structurally disadvantaged on intra-rack scale-up workloads. 

There is a time to market issue for UALink, yet in the meantime, PCIe remains a strong choice for fast, scale-up systems. PCIe is deployable right now for scale-up pods and CXL is also a strong choice for memory pool connectivity (Astera participates in all of this). 

The reality is that PCIe wins out for tighter, low-latency scale-up. What PCIe offers is device-level interconnects for highly synchronized GPU-to-GPU communication. The strength of PCIe will only become more evident (not less) as large training jobs require more GPUs to communicate. To contrast, Ethernet is a networking protocol designed for maximum reach – which are strengths that are quite distinct from intra-rack connectivity. 

Memory access between devices is another distinction where PCIe excels as Ethernet Scale-Up does not natively address memory-level integrations. This is an area the I/O Fund is watching closely for Astera, because as memory capacity scales and speeds increase, the attach rate increases for a vendor like Astera with more PCIe lanes, more signal conditioning and fabric complexity. Overall, the memory boom should increase Astera’s content across both PCIe and CXL deployments. 

Which leads us to Scorpio-X … 

Scorpio to Become Largest Product by Year End 

For a refresher on Astera’s products, please reference our previous analysis hereour previous analysis here 

Scorpio-P contributed 15% of revenue this quarter and it was stated previously that Scorpio-P and Scorpio-X will reach more than 50% of revenue by 2026. The X-Series is highly anticipated as it’s expected to be a much higher ASP product than the P-Series. Management in the past has called the X-Series an “anchor socket” which means it will secure vendor lock-in for Astera and they will be able to add more products, such as modules and silicon level products. Last quarter, management stated: “we expect our overall dollar content opportunity per AI accelerator to significantly increase, representing another step-up from a baseline revenue standpoint.” 

The update this quarter is that the X-Series will “incrementally grow revenue in the first half of 2026, followed by a transition to high-volume production in the second half. We continue to make excellent progress with additional engagements looking to leverage PCIe for scale-up networking. As previously communicated, we are engaged with 10-plus customers for Scorpio X family. And our current expectation is that we will ship initial quantities of Scorpio X series to support new customer platforms in the second half of 2026 with volume ramp set for 2027.” 

There was an inquiry on the call as to timing and magnitude: 

Ross Seymore, Deutsche Bank AG 

I guess, Mike, as my follow-up on — to the Scorpio family. I believe you said it crossed 15% of sales in 2025. So I just want to clarify if that was true. But perhaps more importantly, sort of bogeys as far as the growth rate this year. I believe in the past, you talked about it would cross over and become your biggest product line at some point this year. Is that still the case? Any updates on those sorts of timing and magnitude? 

Michael Tate, CFO 

Yes. So yes, so we originally set up for a 10% bogey, we did cross above 15% for 2025. And again, that's all just P-Series, X is for scale up is a much bigger, larger TAM for us and that we're starting to shift initial volumes in the first half, but the more material step up in the back half. So the commonization of those 2 will put us on a trajectory for it to be our biggest product line. But Aries and Taurus and Leo are all growing as well. So it's hard to know exactly when we cross over.  

But definitely at some point, it will. It will — it's going to drive very good revenue growth for us.” 

Astera Hints at New Customer Design Wins for NVLink 

As stated in our Top 15 report, PCIe remains relevant during the Vera Rubin transition due to from Nvidia’s “Extreme Co-Design.” As Rubin brings multiple compute, networking, and memory components together into a single, tightly integrated platform, the need for rapid, low-latency data movement within the server increases. 

This extends further with Nvidia’s move to PCIe Gen6 alongside expanded CXL support on its Vera CPU, up from PCIe Gen5 on Grace. CXL enables low-latency, high-bandwidth memory and cache sharing between CPUs, GPUs, and attached memory devices, reinforcing PCIe’s role at the heart of the system architecture. PCIe fabric switches are also expected to remain critical for backend GPU-to-GPU communication and for linking CPUs, NICs, and storage at scale. 

That’s a bit of context for why one of the most important parts of the call was not related to ESUN but rather it was confirmation that Nvidia is working with Astera on NVLink integrations. This is a lengthier quote so bear with me, but it ties together the full picture of why I believe Astera has a longer runway than the market is communicating. 

Blayne Curtis, Jefferies: 

Congrats on the results and congrats, Mike, on the new role. I just want to ask you, obviously, this $6.5 billion is a huge number. I might already know the answer, but I wanted to ask you about what seems like one of the biggest debates still is the acceptance of UA Link for these next-gen designs. You mentioned two lead customers mentioning it. I'm just kind of curious as people think about your UA Link switch opportunity, particularly at your largest customer versus the custom connectivity and then maybe them using NVLink? 

I'm kind of curious with this deal, is there any better visibility you can kind of think about, you know, that mix between hybrid boxes and native UA Link for these Azure lead customers? 

Jitendra Mohan, CEO: 

Thanks, Blayne. Maybe let me start and then Mike can chime in on the warrant itself. So, yes, clearly, AWS announced at re:Invent that the Trainium 4, which is slated to ramp in 2027, will support UA Link, which was a very positive endorsement of UA Link, as well as support for NVLink fusion. Subsequently, AMD has also announced that their MI 500 series will also support UA Link, again in 2027. So these are two very good public announcements in support of UA Link, and there are several other discussions that are ongoing. The UA Link ecosystem is coming. We've got great availability of IP, a lot of vendor announcements, and so on. 

And so we will be ready with our UA Link solution to intercept the ramp that happens in 2027. Now for NVLink fusion, this also represents a meaningful opportunity for us. And before we jump into what the opportunities are, I do want to call out the fact that both Amazon, the hyperscaler, as well as NVIDIA have chosen Astera Labs as a partner. And that's a very important statement in terms of the trust that they place in Astera Labs. So the opportunity itself is to take the native protocol that the XPU or the ASIC speaks and translate that into NVLink. 

This is a sophisticated function, and we have a solution that we will deploy to address this. And given the fact that the solution attaches to the XPU on a one-to-one basis, we anticipate the overall revenues to be in line with the switch opportunity where we might be selling a UA Link switch. So all in all, the exact mix of how much NVLink fusion would be deployed versus a native solution would be deployed remains to be seen. But for us, the opportunity is roughly the same for both. 

My Takeaway: 

My goal is to always simplify things for my Research Members as much as I possibly can, which is why I had described about 8 months ago that Astera Labs is the best of both worlds as the company participates in both GPU workloads and custom silicon workloads from Amazon. That was echoed again this evening, which is that Astera will do well regardless of whether hyperscalers choose UALink (open standard mainly for custom silicon) or NVLink (Nvidia’s native scale-up for GPUs) 

Financials 

Q1 Revenue Guided to Increase 7.7% QoQ, Slowest in Public History 

Astera reported Q4 revenue of $270.6 million, topping estimates for $249.6 million by 8.4%. Growth continued to decelerate on both a YoY and QoQ basis, with YoY growth decelerating more than 12 points to 91.8% and QoQ growth by 2.7 points to 17.4%.  

For Q1, Astera guided for revenue between $286 to $297 million, more than 12% ahead of estimates for $260.1 million. However, this guidance points to YoY and QoQ growth continuing to decelerate, to 82.9% YoY and 7.7% QoQ. This would represent Astera’s slowest QoQ growth in its public history. As we had covered in detail last quarter, Astera’s higher-ASP Scorpio X-Series product now entered initial production in late January, likely becoming a greater tailwind to growth as its ramp progresses throughout the year. 

For the full year, Astera reported revenue of $852.5 million, up 115.1% YoY, ahead of estimates for 108.9% growth. While there was no specific guidance for 2026, current estimates for $1.18 billion in revenue, up 42.4% YoY, are likely to be revised higher in the coming days considering Q1 beat by more than $30 million.  

Soft Q1 Guide for Margins 

The one piece to nitpick would be Astera’s softer gross and operating margin guidance, though this comes with good reason – management stated that they will be accelerating R&D investments, including investments in the Scorpio X-Series roadmap, and opening a new design center in Israel to focus on next-gen scale-up fabric and R&D to address memory bottlenecks.  

For the Scorpio X-Series, management said the decision to expand the product roadmap stemmed from discussions and initial deployments with hyperscalers revealing more opportunities in the scale-up switching market, estimated to be $20 billion by 2030. This expanded X-Series roadmap will focus on new capabilities “including support for increased radix, platform-specific protocols, in-network computing, Hypercast technology, and optical connectivity.”  

Breaking this down, increased radix will help the X-Series support varying cluster sizes, from small to large-scale configurations, with support for custom interconnect protocols and tech enhancements to improve utilization and reduce GPU-to-GPU communication overhead. Including photonic switch-to-accelerator links is expected to help enable multi-rack deployments and facilitate scaling to thousands of GPUs.  

Management stated: “You know, as we spoke on the call, the TAM is much bigger than we originally expected just, you know, when we measured it, just twelve, eighteen months ago. So we are increasing our investments to pursue these opportunities. Last quarter in Q4, we did close the XScale acquisition, so now we have a full quarter in Q1. And then just recently in this quarter, we closed another AQUI hire.” 

To put it briefly, the major takeaway here is that R&D expenditures moving through 2026 may create a more persistent operating margin headwind; for example, R&D expenses rose 18.9% QoQ in Q4 to $93.8 million, or 34.7% of revenue, and could continue to outpace revenue growth as these investments unfold.  

Turning to margins: 

GAAP gross margin was 75.6% in Q4, up 1.6 points YoY but down 0.7 points QoQ. Adjusted gross margin was 75.7%. For Q1, management guided for some gross margin contraction, forecasting GAAP and adjusted gross margin to be 74%, down 0.9 points YoY and 1.6-1.7 points QoQ.  

GAAP operating margin showed slight sequential improvement in Q4, coming in at 24.7%, up 24.6 points YoY and 0.7 points QoQ, beating guidance for 22.2%. Adjusted operating margin was 40.2%, up 5.9 points YoY but down 1.5 points QoQ. 

The main critique was Q1’s operating margin guidance, as it currently points to a more pronounced contraction, likely due to the R&D ramp — GAAP operating expenses were guided to increase nearly 15% QoQ, or almost double the guided revenue growth rate, while adjusted operating expenses were guided to increase nearly 20% QoQ.   

Thus, Q1 GAAP operating margin was guided to be 19.8% at midpoint, down 4.9 points QoQ (but still up 12.7 points YoY), while adjusted operating margin was guided at 34.5% at midpoint, down 5.7 points QoQ and up only 0.8 points YoY.  

Q4 GAAP net margin was 16.6%, down 0.9 points YoY and 22.9 points QoQ, due to a $33.9 million income tax provision, whereas the two comparable quarters above witnessed income tax benefits of $14 million and $24.2 million respectively. Adjusted net margin was 38.7%, down 8.4 points YoY but up 0.4 points QoQ.  

For the full-year, Astera reported substantial GAAP margin expansion down the line. GAAP gross margin contracted 0.7 points YoY to 75.7%, though operating margin improved 49.6 points, from (29.3%) in 2024 to 20.3% in 2025. GAAP net margin improved 46.8 points to 25.7%.  

Adjusted margins also expanded nicely, but not to the same degree – while adjusted gross margin contracted 0.8 points to 75.8%, adjusted operating margin increased 9 points to 39.2%. Adjusted net margin for 2025 was 38.8%, expanding just 2.6 points.  

EPS Beat of 13.7%, Smallest on Record 

Astera reported its smallest EPS beat since going public, with its $0.58 in adjusted EPS in Q4 beating the $0.51 estimate by just 13.7%; for comparison, its second-smallest beat was in Q2 2024 at 18.9%, while the prior two quarters saw beats of >25% each. Adjusted EPS growth was 56.8%, decelerating from 113% in Q3.  

GAAP EPS was $0.25 in Q4, missing estimates for $0.30, likely due to the sharp net margin contraction related to the income tax provision. GAAP EPS growth was 78.6%. 

For Q1, Astera guided for adjusted EPS to be $0.53 to $0.54 and GAAP EPS to be $0.36 to $0.38, both figures barely ahead of estimates for $0.52 and $0.34 respectively. This would point to adjusted EPS growth accelerating slightly to 62.1%, and GAAP EPS growth accelerating to 105.6%.    

For 2025, Astera reported GAAP EPS of $1.22, up from a ($0.64) loss in 2024, while adjusted EPS was $1.84, up 119% YoY. Astera did not provide a full year guide for 2026, though considering the possibility for increased R&D to weigh some on margins and the marginal Q1 beat versus estimates, revisions are likely to be minimal from the current $2.37 for 33.1% growth.  

Cash Flows and Balance Sheet 

Cash flow margins remained strong in Q4, while Astera’s balance sheet remained healthy with zero debt and cash increasing slightly. Accounts receivable showed strong growth while inventories also rose, indicating that growth may remain strong through the initial part of 2026.  

Operating cash flow was $95.3 million in Q4 for a 35.2% margin, up 7.1 points YoY and 1.3 points QoQ. For 2025, operating cash flow was $319.3 million for a 37.5% margin, expanding 3 points YoY.  

Free cash flow was $76.6 million for a 28.3% margin, up 11.1 points YoY but down 0.2 points QoQ. For the year, free cash flow was $281.8 million for a 33.1% margin, up 7.3 points YoY.  

Accounts receivable surged nearly 94% QoQ to $83.2 million, while inventories rose more than 14% QoQ to almost $59 million, both positive signals that revenue growth is likely to remain strong considering the state of demand and hyperscaler capex plans.  

Cash and equivalents totaled $1.19 billion while debt remained zero.  

Conclusion: 

The I/O Fund considers many factors when determining how to position correctly. Frankly, the charts are picking up on market doubts from ESUN, yet the product analysis points to the setup for a second wind. Where Astera continues to stand out is that its products are qualified for both custom silicon for UALink and Nvidia deployments via NVLink, providing rare relevance across dueling platforms.  

Perhaps most importantly, Ethernet Scale-Up doesn’t weaken this position, rather the debate leads to a reinforcement on why PCIe is very difficult to displace. In a fluid and competitive space like networking, Astera breadth of customers and platforms integrations offer rare defensibility.

Damien Robbins, Equity Analyst at I/O Fund contributed to this analysis.

Please note: The I/O Fund conducts research and draws conclusions for the company’s portfolio. We then share that information with our readers and offer real-time trade notifications. This is not a guarantee of a stock’s performance and it is not financial advice. Please consult your personal financial advisor before buying any stock in the companies mentioned in this analysis. Beth Kindig and the I/O Fund own shares in ALAB at the time of writing and may own stocks pictured in the charts.

Recommended Reading:

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Reddit Q4: Unwavering Fundamentals; Change in User Reporting Metrics

Posted on February 6, 2026June 30, 2026 by io-fund

Reddit reported revenue of $725.6M for 70% YoY growth and 24.1% QoQ growth, which reflects seasonality from the holiday quarter. When comparing to last year's Q4, the company reported 130 basis points higher growth on a QoQ basis – no small feat given the tough comps the company is lapping with six quarters of 60%+ growth.  

The bottom-line shines with this stock as adjusted EBITDA was 45.1%, up from 36.1% in the year ago quarter. The GAAP operating margin of 31.9% has expanded sizably from the 12.4% margin reported last year for operating income of $232M. The free cash flow margin is 36.3%, leading the company to announce $1 billion in share repurchases.  

Although many investors consider Reddit niche compared to larger sites like Facebook or Google, the key metrics steadily move up on this audience of roughly 500 million monthly users and 120 million daily users. Global average revenue per user (ARPU) grew 42% YoY, up from 23% YoY growth in Q4 of last year. Advertising revenue also accelerated to 75% growth compared to 60% last year. 

Despite the strong report, the stock price has been slightly volatile. Management guided for a deceleration to 52.9% YoY growth, which leaves the market wondering if there is a catalyst in Reddit’s future. On the call, management pointed out they’ve guided conservatively for a few quarters now and discussed a new initiative to onboard advertisers at the bottom of the funnel with their AI-powered MAX platform. Another reason is that the company will no longer report logged-in users separately from logged-out users. This has been a point of contention for the Street for some time, which we covered in our previous analysis. 

That said, stocks with unwavering fundamentals with 50%-60% growth on the top line and 100%+ growth on the bottom line have a way of being mispriced quickly during periods of uncertainty. Consider that Reddit offers a Rule of 40 (revenue growth plus adjusted EBITDA margin) of 115 compared to Palantir’s Rule of 40 (revenue growth plus adjusted operating margin) of 127. Reddit’s rule of 40 is up 7 percentage points sequentially and 8 percentage points YoY. As of now, Reddit’s sales valuation is at April lows whereas this quarter’s results challenge the market’s overly cautious stance. 

Change in User Reporting Metrics 

In our coverage of Reddit’s Q3 results, I stated: “Reddit’s report was not a Perfect 10 – it was more like a 9 out of 10. First, the logged-out user growth is outpacing the logged-in user growth, which will take some getting used to for Street analysts as they often imply in the Q&A that logged-out users don’t monetize as well.” 

This has been a point of contention as the Street models logged-out users monetize at a lower rate, and yet Reddit is growing their logged-out users faster than logged-in users. This past quarter, global logged-in users grew 10% YoY compared to global logged-out users growing 27% YoY. 

In the call this evening, Reddit announced plans to drop this key metric and will instead report users as one number starting in Q3: “As a result, we are updating our disclosures starting in the second half of 2026 to better reflect the metrics we use to run the business and evaluate our operating performance as we scale. Specifically, starting with Q3 2026 disclosures, we’ll continue to report the U.S. and international DAUQ and WAUQ numbers as we’ve done historically, but we will no longer report logged in and logged out metrics. Between now and Q3, we will continue to report logged in and logged out metrics for the first two quarters of 2026.” 

Given Reddit has been able to put up strong top line numbers regardless of logged-in/logged-out, the concern may be exaggerated. However, dropping a key metric typically results in volatility after hours. 

Potential Catalysts: Reddit Max and Google/Open AI Partnerships 

At CES, Reddit announced the public beta launch of Reddit Max campaigns, which is an AI-powered campaign platform to help advertisers leverage Reddit’s data. The result is better targeting with management stating MAX campaigns saw 17% lower cost per acquisition (CPA) and 27% lift in conversion volume. 

Reddit has always monetized through advertising, but Reddit Max marks a shift from primarily brand and contextual ads toward AI-driven, automated performance advertising that can increase the number of advertisers that Reddit onboards.  

Although early, this could put Reddit on the map for using its personalized data to compete for ad dollars in performance advertising. Should it prove successful, this would also be a strong motivating factor for Reddit to drop the logged-in/logged-out user metric given users will see the performance ads regardless of logged-in status. Most importantly, these ads monetize at a higher rate than brand ads. 

Here is what was stated on the call: “We plan to use Reddit Max as a foundation to streamline advertiser onboarding, particularly for smaller customers, and enable them to leverage the AI-powered tools and automation to simplify campaign creation from setup to creative, and augment performance from optimization to campaign insights. And through 2026, we plan to expand access and build automation that leverages Reddit’s 24 billion posts and comments, turning them into powerful signals to drive further improvements in ad performance.” 

The obligatory question on Google and Open AI was touched on during the Q&A with management stating the partnerships are intact: 

Steve Huffman, Co-founder and CEO, Reddit:  

So on the AI deals, really our partnerships with Google and OpenAI, I think we can see the growing importance of Reddit. Reddit, per Profound, is the number one, cited source in AI answers. Our relationships with both companies are very healthy. The conversation is shifting from, you know, a purely business deal to, you know, more of a product partnership. And so, you know, I think the exchange will be, we help you build the best version of your products, and you help us build the best version of our products […]” 

Financials 

By Royston Roche 

Strong Q4 Revenue Growth of 70% 

Reddit once again reported stellar revenue growth of 69.7% YoY and 24.1% QoQ to $725.6 million. Revenue growth has been more than 60% for the sixth consecutive quarter. The company’s revenue beat estimates by a solid 8.8% and was better than last quarter’s beat of 6.4%. The strong revenue growth was primarily driven by 75% YoY growth in the advertising revenue to $690 million. While its other revenue, which includes licensing deals with Google and OpenAI, rose by a modest 8% YoY to $36 million. Regionally, U.S. revenue grew 68% and international revenue grew 78% YoY. 

Management guided Q1 revenue of $595M to $605M, implying a YoY growth of 52.9% YoY and down (17.3%) QoQ. The company’s Q1 guide beat the analysts estimates by 4% and was also stronger than last quarter’s beat of 3.5%. Analysts expect Q2 revenue to grow 38.2% YoY and Q3 revenue to grow 36.3% YoY to $797.4 million.  

Full year 2025 revenue grew by 69.4% YoY to $2.20 billion. Looking ahead, analysts expect 2026 revenue to grow by 41.8% YoY to $3.12 billion and 2027 revenue to grow by 25.7% YoY to $3.93 billion. 

Q4 Advertising Revenue Growth of 75% 

Q4 advertising revenue grew by 75% YoY to $690 million, accelerating from 74% growth in the previous quarter. Management attributed to impression growth as the main driver of revenue growth as the company’s AI investments are driving efficiency for advertisers delivering more outcomes and lower cost per action. Since last year, enhancements to the shopping ad ML models delivered over 75% improvement in advertisers return on investment. 

In Q4, click volume in the mid-funnel grew over 60% and lower funnel conversion volume doubled YoY. The company’s shopping solution, Dynamic Product Ads or DPA, emerged as a lower funnel driver in Q4, fueled by strong performance during the Black Friday and Cyber Monday period.  

The company’s active advertisers grew by 75% YoY in Q4 and Reddit added new customers across its channels, including large, mid-market and SMBs. The company also witnessed broad strength across verticals. 11 out of the top 15 verticals grew revenue by 50% or more YoY, led by retail, pharma, financial services and tech. 

ARPU Grew by 42% 

The company’s average revenue per user (ARPU) grew by 42% YoY and 19% QoQ to $5.98. ARPU growth accelerated from 41% YoY and 11% sequential growth in the previous quarter.  

The US ARPU grew by 53% YoY to $10.79. Although it slightly decelerated from 54% YoY growth in Q3, on a sequential basis it accelerated to 19% growth from 15% QoQ in the previous quarter. 

International ARPU grew by 38% YoY to $2.31 in Q4 compared to 39% growth in the previous quarter. While sequential growth strongly accelerated to 26% growth from 6% QoQ in Q3.

The company’s Daily Active Uniques (DAUq) are witnessing strong international growth. The Daily Active Uniques (DAUq) global grew by 19% YoY and 5% QoQ to 121.4 million, a similar growth rate in the previous quarter. The US DAUq grew by 9% YoY to 52.5 million in Q4, accelerating from 7% growth in Q3. While the international DAUq grew by 28% YoY to 68.9 million, decelerating from 31% growth in the previous quarter. 

The company’s Weekly Active Uniques (WAUq) grew by 24% YoY and 6% QoQ to 471.6 million in Q4, accelerating 3 percentage points on a YoY basis growth from 21% and 7% QoQ growth in the previous quarter. International growth outpaced US growth as it grew by 34% YoY to 278.2 million, while the US grew by 12% YoY to 193.4 million.

Q4 Operating Margins Expand 19.5% YoY 

The company is experiencing strong profit growth, primarily driven by operating leverage.   

  • Q4 gross profits grew by 68.5% YoY to $666.9 million with a gross margin of 91.9%. The gross margin was down 70 basis points YoY and up 90 basis points YoY. The company reported its sixth consecutive quarter of above 90% gross margins. 
  • The company’s operating income significantly improved to $231.8 million compared to $52.9 million in the same period last year. Operating margin improved by 19.5 percentage points YoY and 8.2 percentage points sequentially to 31.9% primarily driven by strong operating leverage. 
  • Q4 net income grew by 254.4% YoY to $251.6 million. Net profit margin improved by 18.1 percentage points YoY and 6.9 percentage points sequentially to 34.7%. 

Full year 2025 gross margin improved to 91.2% from 90.5% in 2024. Operating margin improved to 20.1% from (43.1%) in 2024, driven by operating leverage and the company had higher IPO related expenses in 2024. 

Q4 GAAP EPS grew by 244% 

Q4 GAAP EPS grew by 244.4% YoY and 55% QoQ to $1.24, beating estimates by a solid 33.1%. Analysts expect EPS to grow by 286.6% YoY to $0.50 in Q1 and 86% YoY to $0.84 in Q2. Looking ahead, analysts expect 2026 EPS to grow by 54.9% YoY to $4.06 and 37.1% YoY to $5.56 in 2027.

Q4 adjusted EBITDA grew by 112% YoY to $327 million with an adjusted EBITDA margin of 45.1%, beating the management guidance of 42.4%. Adjusted EBITDA margin improved by 9 percentage points YoY and 4.8 percentage points sequentially.  

Management has guided Q1 adjusted EBITDA margin of 35.8%, down 9.3 percentage points sequentially and up 6.4 percentage points YoY.

Cash Flow and Balance Sheet 

Reddit reported strong cash flows primarily driven by record profits. The company’s balance sheet is robust, providing financial flexibility to invest in future growth and support share repurchases.  

  • Q4 operating cash flows grew by 196.5% YoY to $266.8 million with an operating cash flow margin of 36.8%, up 15.8 percentage points YoY. 
  • Q4 free cash flows grew by 195.7% YoY to $263.6 million with a free cash flow margin of 36.3%, up 15.5 percentage points YoY. 
  • The company has cash and marketable securities of $2.48 billion with no debt and cash increased by $250 million sequentially. 
  • The company also announced a $1 billion share repurchase program, further reflecting management’s confidence in sustained profit generation. Looking ahead, the company will continue to prioritize investing in the core business first; next, it will look for merger and acquisition opportunities; third, it will repurchase shares; and target keeping over $1 billion in cash on the balance sheet. 

Conclusion: 

Reddit’s Q4 illustrates a business that can put up strong growth that disproportionately flows down to the bottom line. Revenue growth of 70% year over year, accelerating advertising performance, and a sharp inflection in margins point to a platform that has moved well beyond the early stages of monetization. 

We are keeping an eye on AI-powered initiatives like Reddit Max and LLM-based search traffic as two ways Reddit can increase ad spent and user engagement. Lastly, the valuation is very attractive and that is a key part to the equation.

Please note: The I/O Fund conducts research and draws conclusions for the company’s portfolio. We then share that information with our readers and offer real-time trade notifications. This is not a guarantee of a stock’s performance and it is not financial advice. Please consult your personal financial advisor before buying any stock in the companies mentioned in this analysis. Beth Kindig and the I/O Fund own shares in RDDT at the time of writing and may own stocks pictured in the charts.

Recommended Reading:

  • Bloom Q4: $20B Backlog, Guides for 58% Revenue Growth
  • Coherent Fiscal Q2: Strong Visibility for Back-Half of 2026 and Beyond
  • AMD Q4 Earnings: 60%+ Data Center Growth for 3-5 Years
  • Meta Q4 Earnings: A New Era Driven by AI Agents
Posted in AI Stocks, SoftwareLeave a Comment on Reddit Q4: Unwavering Fundamentals; Change in User Reporting Metrics

Bloom Q4: $20B Backlog, Guides for 58% Revenue Growth

Posted on February 6, 2026June 30, 2026 by io-fund

The most important piece of information from Bloom’s Q4 earnings report was the company announcing its total current backlog at $20 billion, including $6 billion in product backlog, up 2.5X, and $14 billion in service backlog, up 1.5X.  

The backlog was driven by “half a dozen” hyperscale and neocloud customers compared to one customer a year ago. 

Bloom says the product backlog is attributable to its existing contractual commitments for purchases by a financier or customer in the future, including expected product revenue and anticipated ITC/tax incentives.  

Product backlog grew 140% year-over-year. Service backlog includes revenue for contracted operation and maintenance services for past and future product sales, in terms ranging from five to 20 years, meaning this backlog will take much longer to convert.  

Growing Capacity is “Normal Business” for Bloom 

In response to questions around future capacity expansion, management emphasized that scaling production is a routine, low-risk decision rather than a large capital event for Bloom. In particular, Bloom is capital-light with returns on incremental capacity realized within a few months. As a result, capacity additions are expected to occur continuously on a quarter-by-quarter basis rather than through infrequent step-changes.  

Here is what was stated: 

“Typically, it takes more than a year to stand up a greenfield data center. It takes more than a year to stand up a factory from permits all the way to full implementation. We can be ready for them before then. So this is a continuous decision we will make going forward, quarter after quarter. The reason we signaled to you last year that we are going from 1 to 2 gigawatts was, there was concern in the market about do we have a pipeline, do we have an order? We just wanted you to show how much confidence we had. So we signaled that. And now we all understand why we are expanding. But going forward, we'll just continuously keep expanding our capacity, and that's just normal business for us.” 

800 Volt DC will Separate Bloom from Competitors 

The incoming transition to 800-volt DC power architectures represents a structural shift in how AI data centers are designed and powered. As rack densities climb and facilities scale toward gigawatt levels, traditional AC and lower-voltage DC systems become inefficient.  

By standardizing on 800-volt DC, data center operators can future-proof new deployments for higher power loads while improving total cost of ownership, making this shift a foundational enabler of next-generation AI infrastructure. 

Bloom Energy’s solutions fit naturally into the transition toward 800-volt DC architectures because the company was designed around DC-native, on-site power generation, rather than retrofitting legacy AC systems.  

Here is what was stated on the call:” The upcoming AI computer racks will consume almost 100x more power than traditional CPU compute racks of yester years to reduce copper use, increase efficiency and enhance compute density. AI racks will be architected to receive 800 volts DC.” 

Bloom’s Absorption Chillers Further Reduce Energy Requirements 

We’ve covered Bloom’s value proposition in previous analysis, yet the Q&A this evening discussed an additional benefit with their on-site power generation. When power is produced at the data center, high-quality waste heat becomes available and can be repurposed to drive absorption chillers, converting thermal energy into chilled water for cooling. For Bloom Energy, this creates a meaningful competitive advantage that we haven’t covered in the past. In the Q&A exchange, it was stated that absorption chilling combined with on-site power generation can reduce electricity consumption by 20% to 30%. 

Here is what was stated: 

“Now with on-site power generation being the go-to option, a necessity option, for data center customers. If we are generating power for them on site, in addition to our extremely high electrical efficiency, we have high-quality heat, and that heat is allowed to drive a very well-established technology called absorption chilling to provide cooling. We think we can reduce electricity usage in the data center by at least 20% to 0%. That's a big number for this huge power-hungry gigawatt plus data centers. And what do we do with that? It's chilled water at somewhere around 5 degrees Celsius or 40-degree Fahrenheit coming in. We have systems now that we are operating in this mode chilling and cooling our factory just to demonstrate to customers. Customers are super interested in the solution right now because it is more efficient, less expensive.” 

Financials 

2025 Revenue up 37.9%, 2026 Guided to Increase 58%  

Bloom once again delivered revenue more than 20% above analysts' expectations, with Q4 revenue of $777.68 million beating the consensus estimate for $643.5 million by 20.5%. This represented 35.9% YoY growth, decelerating from 57.1% YoY growth in Q3; however, sequential growth was very strong at 49.8% QoQ, accelerating from 29.4% QoQ in Q3 – this is because Q4 is typically Bloom’s seasonally strongest quarter. 

For the full year, Bloom reported record revenue of $2.02 billion, driven by significant AI data center growth and demand from commercial and industrial sectors. This represented 37.9% YoY growth. 

For 2026, Bloom guided for a sharp acceleration to 58% YoY at the midpoint of its guide for $3.1 to $3.3 billion, supported by its capacity expansion towards 2GW. This is a notable 24% beat over the current consensus estimate for $2.58 billion in revenue in 2026, and also would represent just 16% of its total $20 billion backlog.  

Key Segments 

Products, installation, and service revenue growth remained solid in Q4, though electricity revenue continued to decline. 

Product revenue was $638.5 million in Q4, up 35.4% YoY and 66.1% QoQ, though YoY growth did decelerate from 64.4% as Q4 faced a much tougher, seasonally strong comp. FY25 product revenue increased 41.1% YoY to $1.53 billion.  

Installation revenue was $67.3 million in Q4, up 86.4% YoY, though this did decelerate from 105.2% growth in Q3. FY25 installation revenue increased 66.9% YoY to $204.1 million. 

Service revenue was $61.7 million, up 14.7% YoY, decelerating slightly from 15.5% in Q3. FY25 service revenue increased 6.9% YoY to $228.3 million. 

Electricity revenue did reaccelerate in Q4 but growth continued to decline. Q4 revenue declined (5.3%) YoY to $10.2 million, improving from Q3’s (25.1%) decline. FY25 electricity revenue was $60.3 million, up 14.2%.  

Margins Rebound Sharply QoQ 

Bloom’s margins showed a sharp sequential rebound in Q4 but remained lower on a YoY basis. Full year margins showed expansion across the board with the exception of GAAP net margin, while GAAP operating margin moved a bit further into positive territory albeit remaining razor thin. 

Bloom reported GAAP gross margin of 30.9% in Q4, down 7.4 points YoY but up 1.7 points QoQ. Adjusted gross margin was 31.9%, also down 7.4 points YoY but up 1.5 points QoQ.  

GAAP operating margin was 11.3% in Q4, down 7 points YoY but up 9.8 points QoQ. Adjusted operating margin was 17.1%, down 6.2 points YoY but up 8.2 points QoQ. Bloom noted that it continues to focus on reducing product cost and driving operating leverage, which will likely be much more visible in 2026 based on its current guide. 

GAAP net margin was 0.1% in Q4, down 18.2 points YoY but up 4.5 points QoQ – to note, Bloom incurred a $66.2 million debt conversion expense charge that negatively impacted GAAP income this quarter. Adjusted net margin was 17.2%, down 3.5 points YoY but up 10.4 points QoQ.  

For the full year, Bloom reported GAAP gross margin of 29%, up 1.5 points YoY, while adjusted gross margin expanded 1.6 points to 30.3%, coming in ahead of guidance for 29% and reflecting the progress Bloom is making on reducing product costs. 

FY25 GAAP operating margin expanded 2 points to 3.6%, remaining quite thin, while adjusted operating margin expanded 3.6 points to 10.9%, ahead of guidance for 8.6%. GAAP net margin was (4.3%), widening from (2%), while adjusted net margin was 9.8%, expanding from 4.4%. 

For 2026, Bloom guided for adjusted gross margin to be 32%, up 1.7 points YoY, and adjusted operating margin to expand 3.2 points to ~14.1% at midpoint. This will be driven primarily by operating leverage as Bloom is targeting decreasing its adjusted operating expenses from 19% of revenue in FY25 to 15% in FY26. 

EPS and Adjusted EBITDA 

Bloom reported GAAP EPS of $0.00 in the quarter, though adjusted EPS saw a large 50% beat, coming in at $0.45 versus the $0.30 estimate.  

For FY25, GAAP EPS was ($0.37), widening from ($0.13), while adjusted EPS was $0.76, increasing 171.4% YoY. For FY26, Bloom guided for adjusted EPS to be $1.33-$1.48, up 86.2% YoY and beating the $1.12 estimate by 25.4%. 

Turning to adjusted EBITDA, Bloom reported $146.1 million in Q4 for an 18.8% margin, down 6.9 points YoY but up 7.4 points QoQ. FY25 adjusted EBITDA was $271.6 million for a 10.9% margin, up 3.6 points YoY. 

Cash Flows and Balance Sheet 

Q4 is seasonally Bloom’s largest quarter for cash flows, with operating and free cash flow margins in excess of 50% this quarter, though this was much lower than the >80% margins it reported in Q4 2024. However, these large margins simply offset weak cash flows in the rest of the year, with full-year margins in the single-digit range.  

Operating cash flow was $418.1 million in Q4 for a 53.8% margin, down from an 84.6% margin in the year ago quarter. FY25 operating cash flow was $113.9 million for a 5.6% margin, down 0.6 points YoY. Bloom is guiding for OCF to be ~$200 million in FY26, representing a ~6.3% margin at midpoint.  

Free cash flow was $395.1 million in Q4 for a 50.8% margin, down from an 82.7% margin in the year ago quarter. FY25 free cash flow was $57.2 million for a 2.8% margin, expanding 0.5 points YoY. 

Bloom reported $2.45 billion in cash, though debt rose to $2.61 billion, as Bloom raised $2.5 billion in convertible notes while also paying down $975 million in existing debt in the quarter.  

Conclusion: 

Bloom’s positioning has the I/O Fund looking for a repeat. While it’s understandable for investors to gloss over large backlog numbers, Bloom is in the rare position to actually execute comparatively quickly given they are emphasizing they can move faster than a greenfield data center project. Keep an eye out specifically on the product backlog of $6 billion as the company now has 6 customers and is not on your typical long-dated delivery timeline.

Please note: The I/O Fund conducts research and draws conclusions for the company’s portfolio. We then share that information with our readers and offer real-time trade notifications. This is not a guarantee of a stock’s performance and it is not financial advice. Please consult your personal financial advisor before buying any stock in the companies mentioned in this analysis. Beth Kindig and the I/O Fund own shares in BE at the time of writing and may own stocks pictured in the charts.

Recommended Reading:

  • Coherent Fiscal Q2: Strong Visibility for Back-Half of 2026 and Beyond
  • AMD Q4 Earnings: 60%+ Data Center Growth for 3-5 Years
  • Meta Q4 Earnings: A New Era Driven by AI Agents
  • Palantir Q4: Highest Growth as Public Company; US Commercial to Accelerate
  • Lumentum Q2: Capacity Constrained (and Loving It)
Posted in Data Center, Energy StocksLeave a Comment on Bloom Q4: $20B Backlog, Guides for 58% Revenue Growth

S&P 500 Outlook 2026: Rising Volatility Risk and Key Support Levels

Posted on February 5, 2026June 30, 2026 by io-fund
S&P 500 Outlook 2026: Rising Volatility Risk and Key Support Levels

The performance of the S&P 500 in 2025 was a rare anomaly in market history. We witnessed a technical bear market that lasted a mere two months, followed by an aggressive, nearly vertical recovery. Within six months of the February 2025 top, the index was trading double digits over the high—a feat seen only twice in 125 years (1980 and 1999).  

Interestingly, both prior periods align with key market cycles—the 45-year cycle (1980) and the 26-year cycle (1999), which we covered in detail in our last market update, Market Cycles, Not Headlines: What History Says About the 2025 Rally and What Comes Next. The similarities between today and these cycles were too close to ignore and helped keep us aligned with the prevailing trend through most of 2025’s recovery and into year-end. 

“The 45-year and 26-year cycles appear to be the prevailing forces. As long as the SPX holds between 6,552.50 and 6,345 on any near-term weakness, the market is likely to continue tracking these patterns, both of which point toward the potential for continued strength into year-end.”  

Now that we have completed the first month of 2026, nearly every major cycle we track, including the predominant one we are following, is suggesting a period of volatility ahead.  

This is further supported by clear and concerning weakness across several major markets, including the Mag 7 Index, Bitcoin, High Beta Growth, and even Financials. Like dominos, we are seeing these supporting markets top out earlier, which can serve as a warning for the broader market. This is also occurring alongside extreme bullish sentiment by retail and institutional investors, who appear heavily allocated to equities by any historical measure. 

Although my base case is that October marked the start of a multi-month topping process that is still playing out, we always have a backup plan at the I/O Fund given we champion risk management (we don’t blindly rely on predictions). Below, I discuss what you need to know about the broad market and how it’s informing a top-performing tech portfolio as we enter 2026 at all-time highs

Under the Hood of the Rally: Divergences in the Mag 7, High Beta, Bitcoin, and XLF 

Markets, sectors, and stocks do not move in unison, which can provide advanced warning of a trend change. This phenomenon is known as divergence, and it is a key element of technical analysis as well as an integral part of our risk assessment process. 

For example, we highlighted notable divergences in real time around the October 2022 low. These signals suggested a low was forming and could be durable: 

“We are seeing multiple key sectors within the U.S. not follow the S&P 500 down to a new low last week. Transportation stocks, High Beta and Small Caps have been leading the markets since 2021, and last week, when the S&P 500 made a new low, these risk-on markets made a new high. These types of divergences tend to signal a trend change is brewing…. I do believe many stocks and some markets have bottomed.” 

DJT chart with Transportation stocks, High Beta, and Small Caps

S&P 500 (SPX) technical analysis chart highlighting a divergence between the S&P 500 trending lower while high‑beta stocks, small caps, and transports trend higher—signaling improving market breadth beneath headline index weakness. 

Magnificent 7 (Mag 7) 

The Magnificent 7 have been the current bull market leaders, helping drive the recovery out of the 2022 bear market and often providing early signals of broader market shifts. We discussed this in our broad market article, The Magnificent 7 Are Falling Like Dominos; Only 3 Remain, which was one of the reasons we positioned more defensively into early 2025.

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Since November 2021, when the equal-weight Mag 7 Index does not confirm a new high in the S&P 500, it has been a reliable signal of a weakening market environment. A similar divergence is occurring today and, until it resolves to the upside, it remains a meaningful warning for the durability of the broader uptrend.

Technical analysis chart comparing the S&P 500 (SPX) with the equal-weight Mag 7 index, showing repeated periods of market stress highlighted by shaded zones where mega-cap stocks lag broader market strength.

S&P 500 (SPX) technical analysis chart comparing the S&P 500 with the equal‑weight Mag 7 index, showing repeated periods of market stress highlighted by shaded zones where mega‑caps lag broader market strength.

Looking under the hood, only 1 stock out of the Mag 7 is pushing to new highs alongside the S&P 500—Google. 

Technical analysis chart of the S&P 500 (SPX) showing that among the Magnificent 7 tech stocks, only Google is reaching new highs in line with the S&P 500, while Microsoft, Nvidia, Meta, Amazon, Apple, and Tesla lag, highlighting market divergence and weakening breadth among top tech leaders.

S&P 500 (SPX) technical analysis chart showing that among the Magnificent 7 stocks, only Google is reaching new highs in line with the S&P 500, while Microsoft, Nvidia, Meta, Amazon, Apple, and Tesla all lag. This highlights market divergence and weakening breadth within top tech leaders. 

Microsoft, Nvidia, Meta, and Amazon topped between October and November 3 of 2025. Apple topped in early December, while Tesla topped in late December. On average, the six laggards are more than 15% below their all-time highs, and collectively they account for more than 28% of the S&P 500’s weighting. 

However, it’s not just the Mag 7 signaling potential weakness. 

High Beta Growth (ARKK) 

High beta growth stocks tend to perform well in a specific environment – economic growth is accelerating while inflation is decelerating. In this environment, revenue growth tends to be the driving force behind investor psychology, while ignoring other line items within a company’s fundamentals.   

These riskier stocks have been leading the market off the April low, until topping in early October, as it remains comfortably below all-time highs. The bounce off the late November low did not resemble a clean continuation of the uptrend, which is being confirmed with a drop below $73.50. It is likely ARKK (high beta proxy) will provide final confirmation with a bounce that will make a lower high.

ARKK Innovation ETF technical analysis chart showing a completed five-wave advance followed by an A-B-C corrective decline, with weakening volume and momentum signaling risk of a deeper pullback toward Fibonacci support levels.

ARKK Innovation ETF technical analysis chart showing a completed five‑wave advance followed by an A‑B‑C corrective decline, with weakening volume and momentum signaling risk of a deeper pullback toward Fibonacci support levels.  

Bitcoin (BTCUSD) 

Bitcoin is a risk asset that tends to be sensitive to global liquidity, which we have extensively discussed in prior articles, including I/O Fund Called the Bitcoin Selloff: What Liquidity & DXY Predict Next. 

A simplified way to think about this correlation is that the ease one can access credit with cheap collateral, the more money is left over to buy risk assets, like bitcoin. Since mid-2025, we have seen liquidity trend lower, which historically affects markets around the margins – i.e., crypto and high beta equities. This was one of the reasons we exited roughly 90% of our Bitcoin exposure at an average cost basis of $105,017. 

More concerning, Bitcoin appears to have formed a secular top based on the pattern traced off the 2022 low.

Technical analysis chart of Bitcoin (BTCUSD) showing a completed five-wave rally followed by an A-B-C corrective structure, with weakening volume and a persistent RSI downtrend suggesting risk of a deeper pullback toward key Fibonacci support zones.

Bitcoin (BTCUSD) technical analysis chart showing a completed five‑wave rally followed by a corrective A‑B‑C structure, with weakening volume and persistent RSI downtrend suggesting risk of a deeper pullback toward key Fibonacci support zones.  

Not only does a completed five-wave pattern appear to have topped in late October, but Bitcoin’s internals have shifted into a less constructive posture. Note how volume expanded with price from the 2022 low into the late-2024 high. During that period, rallies were generally accompanied by rising volume. Also, RSI tended to find support around the 33.5 region on dips—often referred to as a bull-market support zone. 

Since the last advance into 2025, volume decelerated as price increased and then expanded as price declined. Buyers appeared to fade and sellers became more aggressive, shifting supply/demand dynamics. This was reinforced by a break in RSI support and an inability to regain the prior trend line. These are the types of signals we often see early in trend transitions and do not bode well for crypto—and potentially other risk assets—in the coming months. 

This also is not the first time Bitcoin weakened materially while the broad market continued higher. The last time we saw this was late 2021.

Comparative chart showing Bitcoin (BTC) versus the S&P 500 (SPX), highlighting Bitcoin’s sharp drawdowns of roughly 40% during prior risk-off periods while the S&P 500 remained steadier, illustrating repeated cycles where Bitcoin enters deep corrections while equities remain more resilient.

Comparative chart of Bitcoin (BTC) vs. S&P 500 (SPX) performance showing Bitcoin’s sharp drawdowns of roughly 40% during prior risk‑off periods with the S&P 500’s steadier performance, highlighting repeated cycles where Bitcoin enters deep corrections while equities remain more resilient.  

Bitcoin topped nearly two months before the S&P 500 and dropped over 40% before the S&P 500 followed. Today, Bitcoin topped roughly three months before the S&P 500 and has also dropped over 40% while the broad market continues its advance. 

Financials (XLF) 

It’s not just risk-on sectors showing stress, either. Financials, next to Technology, are one of the most important sectors in U.S. (and global) markets. It has also been a leading sector off the April 2025 low until recently. In fact, the chart suggests a top may be forming in XLF.

Technical analysis chart of the XLF Financials ETF showing a completed five-wave advance into major resistance, followed by weakening volume and bearish momentum divergence, signaling risk of a corrective pullback toward lower trend-channel support.

XLF Financials ETF technical analysis chart showing a completed five‑wave advance into major resistance, followed by weakening volume and bearish momentum divergence—signaling risk of a corrective pullback toward lower trend‑channel support. 

Note the clear five-wave structure off the April low. Price went vertical in April–May as volume and momentum expanded (often consistent with a third wave). A period of congestion from September through November 2025 followed (often consistent with a fourth wave). The final push higher into early January appeared to occur with decelerating volume and momentum (key characteristics that define the psychology of the final 5th wave). 

Finally, the drop from the January 2026 high is deeper than what is typical in a healthy, ongoing uptrend. Taken together, the odds that financials have entered a period of weakness are elevated.

Contrarian Investing: How AAII and NAAIM Surveys Signal an S&P 500 Reversal  

Bull markets end when there are no buyers left—when everyone who wants to buy has already bought, leaving only one direction for markets to go. For that reason, it is worth tracking what both professional money managers and retail investors are doing with their money. 

For this, we use the AAII weekly survey (retail sentiment and positioning) and the NAAIM weekly survey (professional manager exposure). The model below ranks each weekly reading as a percentile relative to the history of the surveys. The higher the percentile, the more bullish the reading.

Sentiment table showing the AAII Bullish-minus-Bearish spread and NAAIM Exposure Index for 2026, highlighting elevated stock exposure and strong bullish sentiment through late 2025 into early 2026, with persistently low cash levels and declining bearish sentiment indicating increasingly crowded optimism.

Sentiment table of AAII Bullish-minus-Bearish spread and NAAIM Exposure Index for 2026 highlighting elevated stock exposure and strong bullish sentiment through late 2025 into early 2026, with persistent low cash levels and declining bearish sentiment signaling increasingly crowded optimism. 

Since late October—around when several markets began topping out—NAAIM readings have ranged between the 78th and 96th percentile of all bullish readings, suggesting managers have been heavily allocated to equities for more than three months, and maintain this exposure. The AAII readings also suggest retail investors have been positioned heavily in stocks, with relatively little cash.

When compared to levels seen before prior market tops, these readings suggest sentiment and positioning are among the more extreme observations on record.

Sentiment comparison table showing NAAIM and AAII readings at major S&P 500 market tops, illustrating that current levels—high stock exposure, elevated bullish sentiment, low cash, and a strong bull-bear spread—closely match historical conditions seen at previous peaks.

S&P 500 Sentiment Comparison Table: Identifying NAAIM and AAII sentiment readings at major S&P 500 market tops, showing that current levels—high stock exposure, elevated bullish sentiment, low cash, and a strong bull‑bear spread—closely match historical conditions seen at previous peaks.  

In other words, both retail and professional investors appear to expect higher prices and have expressed that view through high equity exposure. What is more concerning is that margin debt in the U.S. is at record highs, surpassing the 2021 peak.

Chart of S&P 500 (SPX) margin debt highlighting how rising margin debt at broker-dealers has historically aligned with major S&P 500 peaks, with current levels approaching prior extremes that preceded significant market tops.

S&P 500 (SPX) margin debt chart highlighting how rising margin debt at broker‑dealers has historically aligned with major S&P 500 peaks, with current margin levels approaching prior extremes that preceded significant market tops.  

This section is what defines contrarian investing. Investing in public markets is a zero-sum game, and in order to keep pushing higher, new buyers have to be found at higher prices. Once everyone is all in, it increases the risk of a reversal, which is needed to reset sentiment for the next leg higher.

Market Cycles & Liquidity: Why Gann’s 26-Year Rhythm Forecasts 2026 Volatility 

Decades of research suggests that market movements often unfold in rhythmic, repeating patterns influenced by human psychology and broader market structure. These cycles imply that many of the same behavioral forces that shaped prior bull and bear markets can continue to influence markets today, while offering a general roadmap of what is to come. 

W.D. Gann, known for his work on market cycles, identified several recurring cycles that often appear to correlate with major market movements. The 45-year cycle, which aligns with the 1980 period, and the 26-year cycle, which aligns with the 1999 period, are two that have historically exerted influence on broader market trends. The fact that the only two comparable periods in 125 years that resemble the anomalous year we had in 2025 also correspond to major cycles Gann discussed makes these comparisons noteworthy. 

In 1980, the market dropped just over 20% in less than two months, followed by an aggressive 50% move off the low that lasted roughly nine months. In 1998, the market also dropped just over 20% in less than two months, followed by a 53% rally off the low that lasted roughly ten months. Today, after another 20% drop over roughly two months to start 2025, we are now in the 10th month of an aggressive rally that is ~45% off the April low. 

Because the current trend has moved into its 10th month, it appears to be tracking the 26-year cycle more closely. That cycle suggests a continuation of the broad market uptrend into late February, followed by a notable correction.

Technical analysis chart of the S&P 500 (SPX) comparing 2026 price action to the 1999 26-year market cycle, highlighting a February 2026 volatility window.

S&P 500 (SPX) technical analysis chart comparing the 2026 price action to the 1999 26-year market cycle, highlighting a February 2026 volatility window.  

Furthermore, if we create a composite of the major cycles, it suggests a choppy push higher into late March, followed by a period of volatility.

Technical forecast chart of the S&P 500 (SPX) showing a composite of major market cycles—60, 52, 49, 45, 30, 26, 20, and 15-year cycles—projected into 2026, highlighting a potential market peak in March followed by a sharp downside trend into late 2026.

Technical forecast chart for S&P 500 (SPX) showing the composite of major market cycles—60, 52, 49, 45, 30, 26, 20, and 15‑year cycles—projected into 2026, highlighting a potential market peak in March followed by a sharp downside trend into late 2026.  

Interestingly, across the major cycles that tend to influence market movements, all of them suggest an elevated probability of volatility in Q2/Q3, and only 3 of 8 suggest the year finishes higher. We do not know which cycles will correlate with the current trend. In 2022–2025 it was the 60-year cycle, and from 2025 through today it has been the 26-year cycle. However, the probabilities support expecting a potential period of volatility beginning in Q1.

Why Markets Can Still Grind Higher: Key Support Levels and Sector Rotation 

The primary reason the market can continue to grind higher into Q1 is that no major support level has broken yet. Even with the warnings noted above, the upward drift can persist until key levels fail.  

The reason for this is that Markets tend to move within established patterns, and the further an advance extends, the fewer bullish structures remain available to sustain it. For the current patterns to continue, specific support levels must hold. If those levels break, the number of viable upside paths narrows materially, increasing the probability of a larger drawdown. 

While the S&P 500 pattern still has room for another swing higher, it is unlikely that this very extended pattern can persist deep into 2026 without some type of reset. We appear to be tracing the final swings in an extended fifth wave.

Elliott Wave chart of the S&P 500 (SPX) for 2026, highlighting a potential Elliott Wave structure with support tests near the 100% retracement zone and bullish upside targets toward 7,300–7,900, indicating key inflection points for the next trend move.

S&P 500 (SPX) Elliott Wave chart for 2026 highlighting a potential Elliott Wave structure with support tests near the 100% retracement zone and bullish upside targets toward 7,300–7,900, highlighting key inflection points for the next trend move.  

As long as further weakness holds above 6,780–6,720, the pattern appears incomplete and points toward 7,132–7,375 in the coming weeks.

This is supported by Semiconductors (SMH), one of the most important markets in this bull cycle, which also appears to be tracing an incomplete uptrend. As long as any additional weakness holds above $383–$367, SMH likely needs at least one more swing higher in the coming weeks.

Technical analysis chart of the SMH Semiconductor ETF highlighting a Wave IV corrective pullback to the $383–$358 support zone and a projected Wave V breakout toward Fibonacci targets of $440–$513.

SMH Semiconductor ETF technical analysis chart highlighting a Wave (iv) corrective pullback to the $383–$358 support zone and a projected Wave (v) breakout toward Fibonacci targets of $440–$513.  

Another reason we could see the market extend is sector rotation. In early 2025, risk-on sectors such as Tech, High Beta, and Transports underperformed more defensive areas. We are not seeing that today. 

In fact, since the October 2025 high, we have seen a rotation from a tech-led risk-on regime to a broader risk-on participation. 

Market leadership performance table from October 2025 to February 2026 showing Google, Gold, Biotech, Energy, and Materials leading gains, while high-beta stocks, Nvidia, Tesla, Meta, and Microsoft lag sharply, highlighting a shift toward defensive and reflation sectors.

Market leadership performance table from Oct 2025 to Feb 2026 showing Google, Gold, Biotech, Energy, and materials leading gains, while high‑beta stocks, Nvidia, Tesla, Meta, and Microsoft lag sharply, highlighting a shift toward defensive and reflation sectors.  

Lagging groups such as Consumer Discretionary, Small Caps, Transports, Retail, and Industrials have rotated higher as High Beta and much of the Mag 7 have lagged. For now, this suggests broader risk participation, which is constructive. Until we see support levels break in major indexes and an orderly (or disorderly) rotation into defensives, we could see the market grind higher into February/March.

Conclusion 

In conclusion, the major market cycles we track suggest an elevated probability of volatility in Q2/Q3. This is supported by extreme bullish sentiment among both professional and retail investors, who appear heavily allocated to equities and using record levels of margin. We are also seeing several key markets begin a topping process dating back to October 2025, some of which could be signaling more than a standard correction, even as the S&P 500 continues to drift higher. 

At the I/O Fund, we don’t focus on predicting the market’s exact path. Instead, we steer the portfolio based on the key levels the market holds or breaks through. Most importantly, we always operate with a plan, and at this stage, that plan is increasingly defensive.

The I/O Fund published a 60+ page report (over 20,000 words) that details our Top 15 AI Stocks for Q1 2026. In the report, we identify lesser-known stocks across AI chips, AI networking and AI energy that are leading the way, with nearly $600 billion in Big Tech capex now in motion. 
Sign up to receive the full 50-page Top 15 AI Stocks report plus an invite to Knox Ridley’s upcoming webinar held Thursday at 4:30 p.m. Eastern.

Please note: The I/O Fund conducts research and draws conclusions for the Fund’s positions. We then share that information with our readers. This is not a guarantee of a stock’s performance. Please consult your personal financial advisor before buying any stock in the companies mentioned in this analysis.

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Posted in Broad Market TodayLeave a Comment on S&P 500 Outlook 2026: Rising Volatility Risk and Key Support Levels

Coherent Fiscal Q2: Strong Visibility for Back-Half of 2026 and Beyond

Posted on February 5, 2026June 30, 2026 by io-fund

Coherent is a stock that will test investors as the company has near-perfect positioning, yet the timing is taking longer than what growth investors typically look for. If I had to describe this earnings report, I would use the word “visibility” as the headline numbers will fail to impress, yet I believe the stock price will march upward as the equation of what Coherent offers + where the demand is = will eventually materialize (in 2026).  

The data center and communications segment revenue grew by 33% YoY and 11% QoQ in FQ2, accelerating from 26% YoY growth and 7% QoQ growth in FQ1 driven by strong AI demand. The Communications segment grew 44% YoY and 9% QoQ, although this was down from 11% QoQ growth and 55% YoY reported last quarter. However, the data center segment accelerated meaningfully to 14% QoQ and 36% YoY, up from 4% QoQ growth and 23% YoY last quarter. As of this quarter, data center and communications segment represents 70% of revenue. 

The company offered strong visibility metrics, such as stating book-to-bill ratio is 4X, meaning they are booking orders 4X faster than they can ship. Much of Coherent’s timing hinges on indium phosphide capacity as the company has been working to increase this capacity by moving from 3-inch wafers to 6-inch wafers, which will produce 4X the amount of chips at half the cost. The words “second half" came up frequently with management emphasizing an incoming inflection: “We expect 1.6T to ramp significantly over the coming quarters, with the early phase of the ramp driven by our EML and silicon photonics-based transceivers, followed by our 200G VCSEL-based 1.6T transceivers ramping in the second half of this calendar year.” 

In addition to the transition toward 1.6T being a catalyst, optical circuit switches (OCS) and co-packaged optics (CPO) represent additional catalysts as we move look into 2027. Although in the future, an area where Coherent could stand out is CW lasers for the incoming CPO wave in AI networking. According to management, they secured a large order from a hyperscaler. Management also emphasized their non-mechanical liquid crystal technology for OCS provides an edge, with an update on the call they currently have 10 customers in their pipeline. 

Book-to-Bill at 4X offers Important Visibility 

Coherent’s management team went to great strides to offer visibility, which helped the price stabilize after hours. In particular, the comment their data center bookings have a bill-to-book ratio of 4X was helpful: “In Q2, we experienced another step function increase in our data center bookings, with a book-to-bill ratio that exceeded 4x, as customer demand continues to increase and customers place orders further out in time, which provides us with strong visibility for the coming quarters.” 

This was asked about in the Q&A with management emphasizing again the line of sight they currently have: “I was really pleased with the acceleration of our sequential growth rate, 14% sequential growth. And then we also saw, as I mentioned in the prepared remarks, over 4x book-to-bill ratio. So just seeing incredibly strong demand, and we’re seeing bookings go further out in time than we would have in the past, which is great for us for visibility.” 

Coherent also noted that some large customers are booking 2-3 years out with long-term agreements, which guarantee customers a defined level of supply while offering a stronger growth outlook than optical networking companies have seen in the past.  

Per management: “Then the third thing I would mention with respect to visibility is, number of long-term supply agreements that we’ve either signed with customers or in the process of signing, where, you know, the LTA will provide, a guarantee to our customers for a certain amount of, supply, and in exchange, they give us a guarantee on a certain amount of demand. There’s often, some sort of financial commitment from our customers, like investment for CapEx, et cetera. I would say all those things combined, the visibility of the business is, the best it’s ever been, which gives us just kind of great confidence in terms of the go-forward growth that we’re seeing.” 

Pros/Cons of Internal Sourcing versus External Sourcing 

Coherent’s slower growth compared to peers is due to sourcing the substrates and wafers internally rather than rely heavily on external suppliers. Although this results in higher margins over time, it results in a slower near-term ramp. This manufacturing strategy could ultimately pay off given Coherent can yield more at fixed costs.  

Inevitably this is discussed at length on earnings calls given it’s a competitive differentiation versus other optical networking peers. In the opening remarks, Coherent explained they are on track to increase internal capacity by the end of the year: “For example, we significantly increased our indium phosphide production capacity in Q2, and we are executing on track to our plan to double our internal indium phosphide production capacity by the fourth quarter of this calendar year.” 

During the Q&A, management described the advantages of sourcing internally in the following way: “Another way to look at it is, any time the kind of market price of Indium Phosphide goes up, it makes our internally sourced Indium Phosphide that much more valuable, right, in terms of a differential. And then, you know, I would say in terms of our own pricing, you know, we continue to see, you know, the ability to continue to optimize pricing. I think Sherry mentioned in her prepared remarks that, some of our gross margin improvement last quarter was based on pricing optimization. We continue to see opportunity to optimize pricing, especially in a environment where, where we’re, where demand is very strong.” 

Financials 

By Royston Roche 

Organic Revenue Growth of 22% 

Coherent’s FQ2 ending December 2025 revenue grew by 17.5% YoY and 6.6% QoQ to $1.69 billion, beating estimates by 2.7%. On a pro forma basis, excluding revenue from the divested Aerospace and Defense business, which the company sold in FQ1, revenue grew by 9% QoQ and 22% YoY primarily driven by AI Datacenter & Communications demand. 

Management guided FQ3 revenue of $1.70 billion to $1.84 billion, implying a YoY growth of 18.2% and 5% QoQ at the midpoint, beating estimates by 3.5%. As per our internal proforma estimate, it implies a YoY growth of 23.8% and 6.3% QoQ in FQ3 after excluding Aerospace and Defense business revenue from the prior year quarter and also the recently sold product division based in Munich. The product business in Munich had averaged $25 million quarterly revenue and had a gross margin well below the company’s corporate gross margin. 

Management expects continued strong growth in the second half of fiscal year 2026 and throughout fiscal year 2027 based on strong datacenter and communications demand and the continued production capacity expansion along with improving demand in the Industrial segment. 

The company’s CEO and President, James Anderson said in the earnings call, “In particular, we expect continued strong sequential revenue growth in both our March and June quarters, and we expect our fiscal '27 revenue growth rate to exceed our fiscal '26 growth rate. The key growth drivers that we see over the coming quarters are growth in both 800 gig and 1.6T transceivers, growth from the ramps of new products such as OCS and CPO solutions and ongoing exceptionally strong demand in our products for DCI and scale across.” 

Segments 

Data Center and Communications Segment Revenue Growth of 33% 

The company’s data center and communications segment revenue grew by 33% YoY and 11% QoQ to $1.21 billion. Revenue growth accelerated from 26% YoY and 7% QoQ growth in FQ1 driven by strong AI demand. 

FQ2 data Center segment revenue grew by 36% YoY and 14% QoQ, accelerating from 23% YoY and 4% QoQ growth reported in FQ1. The FQ2 data center revenue growth was driven by growth in both 800 gig and 1.6T transceivers. The company is witnessing very strong AI demand and is also rapidly expanding capacity, and management expects double-digit sequential growth in data center segment in both FQ3 and FQ4.  

Management expects revenue growth in the current quarter to be driven by a combination of growth in both 1.6T and 800 gig transceivers as well as growth in the OCS systems. Coherent is witnessing strong demand for the 1.6T transceivers across multiple customers and continue to expect both 800 gig and 1.6T to grow significantly in calendar 2026. 

Coherent expects OCS revenue to grow sequentially in the coming quarters as they ramp production capacity as fast as possible to meet the rapidly growing demand. Management estimates over $2 billion of addressable OCS market in the coming years. 

Communications segment FQ2 revenue grew by 9% QoQ and 44% YoY driven by growth in data center interconnects products and in traditional telecom applications. Management expects the communications business to grow sequentially in FQ3 and FQ4. 

Industrial segment revenue was down (10%) YoY and down (3%) QoQ. On a pro forma basis, excluding the divested aerospace and defense business revenue grew by grew 4% QoQ and was flat YoY. Sequential growth in FQ2 was driven by industrial lasers and engineered materials product lines. Management expects the Industrial segment to be roughly flat sequentially in FQ3 on a pro forma basis. Looking ahead, they expect improving demand as they witnessed significant increase in orders in FQ2 from the semi-cap customers, which they expect to translate into sequential growth for the industrial business in the June quarter and the remainder of this calendar year.

Margins 

The company’s margins are improving driven by reductions in product costs, manufacturing efficiency gains, and operating leverage.  

  • FQ2 gross profits grew by 22.3% YoY to $622.8 million. Adjusted gross profits grew by 20% YoY to $657.4 million with an adjusted gross margin of 39%, up 80 basis points YoY and 30 basis points sequentially and was in-line with the guide. The improvement in gross margin was driven by reductions in product input costs, efficiency gains from improved cycle times in the manufacturing process, as well as yield improvements. Pricing optimization also continued to contribute meaningfully to the gross margin expansion. The management FQ3 guide is 39.5%. 
  • FQ2 operating income grew by 34.3% YoY to $184 million. Adjusted operating income grew by 26.8% YoY to $336 million with an adjusted operating margin of 19.9%, up 140 basis points YoY and up 40 basis points QoQ and was in-line with the guide. The operating margin improvement was due to operating leverage and operational efficiencies. The management FQ3 guide is 20.9%. 
  • Net income grew by 41.9% YoY to $146.7 million with a net profit margin of 8.7% compared to 7.2% in the same period last year. Adjusted net income grew by 34.2% YoY to $248.2 million with an adjusted net profit margin of 14.7% compared to 12.9% in the same period last year. 

Adjusted EPS grew by 36% YoY 

FQ2 GAAP EPS grew by 72.7% YoY to $0.76, beating estimates by 10.1%. Adjusted EPS grew by 35.8% YoY to $1.29, beating estimates by 7%. 

Management has guided adjusted EPS of $1.28 to $1.48 for FQ3, implying a YoY growth of 51.6% at the midpoint and beating estimates by 4.5%. Analysts expect FQ4 adjusted EPS to grow 43.2% YoY to $1.43 and 31.3% YoY to $1.52 in FQ1. 

Cash Flow and Balance Sheet 

Coherent’s balance sheet is beginning to improve, with the company using proceeds from the divestment to pay down debt, though debt to cash remains upside down. Operating cash flow margins were also thin and free cash outflows increased due to high capex to support the strong AI demand. 

  • FQ2 operating cash flow was $57.9 million or 3.4% of revenue, down from $187.4 million in the same period last year and up from $46 million in the previous quarter. 
  • FQ2 free cash outflow was ($95.7 million) or (5.7% of revenue), down from $81.7 million or 5.7% of revenue in the same period last year. FQ2 capex grew by 45.3% YoY to $154 million to support the strong AI demand. Management expects capex to increase in the coming quarters to support strong expected demand in the data center and communications segments.  
  • The company had debt of $3.35 billion and cash of $863.7 million at the end of the December quarter. While the debt is high, the company has taken steps to streamline its portfolio, with the $400 million sale of its Aerospace and Defense unit in early September, which it used to pay down its debt. Thereby, reducing the debt leverage ratio from 2.4x in the September 2024 quarter to the current 1.7x. The company further plans to pay down its debt by using the proceeds from the recently sold Munich product division, which should also reduce interest expenses and lower the debt leverage ratio.  

Conclusion: 

Data center revenue is accelerating with a 4X book-to-bill ratio and the 6-inch wafer supply is already at 80% of target capacity. In addition, optical circuit switches are moving now and co-packaged optics are on the way – two solutions that Coherent maintains they have significant IP compared to its competitors. 

Coherent hurries for nobody, and that discipline is evident even as the emerging 1.6T cycle is arriving earlier than expected and will be margin accretive. The company clearly has a plan given its pivot to 6-inch wafers; that plan happens to be more gradual than the market prefers to see. However, when strong visibility intersects with an in-line earnings report; strong visibility tends to win out.

Please note: The I/O Fund conducts research and draws conclusions for the Fund’s positions. We then share that information with our readers. This is not a guarantee of a stock’s performance. Please consult your personal financial advisor before buying any stock in the companies mentioned in this analysis.

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Posted in AI Stocks, SemiconductorsLeave a Comment on Coherent Fiscal Q2: Strong Visibility for Back-Half of 2026 and Beyond

Nova: Memory Revenue Accelerates Sharply, though 1H 2026 Expected to be Soft

Posted on February 5, 2026June 30, 2026 by io-fund

The evolution of the AI semiconductor industry is driving a higher need for metrology tools and equipment, such as those supplied by Nova. This is because the increasing size and complexity of AI accelerator architectures, along with the accelerated release cycle moving to annual upgrades, puts much greater emphasis on metrology and process control to ensure manufacturing yields remain high. For a deeper understanding of the drivers of metrology demand, refer to our prior analyses, Nova and Onto Innovation: Growth in Metrology and Semiconductor Process Control, or Nova Limited: Riding the AI/HPC Wave with Advanced Nodes and Packaging. Nova and Onto Innovation: Growth in Metrology and Semiconductor Process Control, or Nova Limited: Riding the AI/HPC Wave with Advanced Nodes and Packaging.  

In particular, Nova is expecting to benefit from the shift to gate-all-around with TSMC’s 2nm node with outlets for growth in advanced packaging, such as for HBM, and in memory, with Q3 in particular showing a sharp acceleration in memory revenue to record levels as the industry battles a severe supply shortage.  

Looking ahead to 2026, revenue growth is expected to be quite soft in the first half before accelerating in the second half, driven by GAA with memory tailwinds, though for the time being, we will likely hold off on Nova but keep it on our watchlist for a potential inflection earlier than expected. 

Memory Revenue Accelerates to Nearly 21% QoQ in Q3 

Nova does have AI-related outlets to growth across its product revenue lineup, as TSMC’s 2nm node is its first to adopt GAA, which is expected to support AMD’s EPYC CPUs in 2026, as well as Google’s TPU v8 and Amazon’s Trainium4 accelerators in late 2027.  

However, the current memory environment may provide a stronger growth outlet considering supply shortages are worsening, with Intel CEO Lip-Bu Tan recently commenting that there may not be relief until 2028. Nova sees a higher exposure to DRAM and HBM, and will likely benefit from Micron boosting its 2026 capex from $18 billion to $20 billion, primarily to support HBM supply in 2026.  

Nova saw a sharp QoQ acceleration in its memory business in Q3, reaching about 30% of product revenue, up from 25% in both Q1 and Q2. This would roughly project memory revenue to be up ~20.7% QoQ to approximately $53.7 million, a record high with DRAM accounting for the majority of sales, and accelerating from 2.3% QoQ growth in Q2.  

Nova said that Q3’s record revenue was driven by advanced DRAM and HBM, and on the product side, record Veraflex sales to memory fabs and new PRISM platform orders supporting HBM manufacturing. Nova said its next-gen modular Nova WMC system has been adopted by three customers for HBM and power device manufacturers, with other customer evaluations underway. 

Nova also said it anticipates “receiving orders for multiple tools from a new memory customer following the successful adoption of the Nova AncoScene front-end platform, which replaces a competing tool,” which could continue to drive further acceleration in memory over the next quarter(s).  

Memory to take More Revenue Share in 2026 

Despite not guiding for 2026, Nova hinted that memory will continue to take revenue share moving through 2026 on its higher exposure to DRAM. This could see memory reach as high as 40% product revenue share, up from the high-20% range currently. 

CEO Gaby Waisman explained that Nova sees “DRAM is recovering nicely, and we have a good exposure in this market. We do expect this trend to continue next year and that memory will be one of the growth drivers for WFE in 2026. Saying that, our long-term model suggests a ratio of 40% memory and 60% logic due to the higher metrology intensity in logic. … we do see the fundamentals of the growth in the memory, and we do expect a continued growth next year in that sector.” 

Assuming product revenue remains ~80% revenue share in 2026, this would project revenue out to ~$786.4 million for the full year. At a 40% share, memory revenue would project to nearly $315 million, whereas 2025 could land close to $195 to $200 million on similar mix in Q4 as in Q3. This would roughly point to growth in the high-50s YoY.   

2026 Growth to be Weighted in 2H 

However, the main challenge for Nova heading into 2026 is that Q1 growth is expected to be very soft, before accelerating in the back half of the year into 2027. Management has been open about the year being back-half weighted, so any hint of extended softness could be a key risk to watch, considering growth is not much above the broader WFE outlook. 

Looking forward, management explained that they expect WFE growth to be mid-single digits in 2026 with the potentiality that AI drives upside to this, as demand “trickles down the value chain to increase utilization rates and wafer starts.” As it stands, Nova’s 2026 revenue growth is estimated to increase just 11.9% YoY, only a handful of points above its WFE outlook, so any changes in capex plans by key customers could easily affect growth to the upside or the downside.  

Analysts noted that this WFE outlook is the same that Nova provided in Q2, and questioned if the company will still grow faster than WFE, or if memory chipmaker fab capacity constraints would limit WFE upside. CEO Gaby Waisman said that there has been “some improvement since the September discussions. But in general, I think that for the Nova side, we do believe that we have the right growth engines and ability to outperform this growth. And we estimate that 2026 will continue the trend and that in general, we believe it will be more of a second half weighted year.”  

CFO Guy Kizner provided more details later, saying that “And in terms of the specifics, I believe that the advanced nodes, in particular, gate-all-around will accelerate further in the second half of next year, driving that weighted assumption. But of course, we are not giving any color beyond that other than saying that we believe that we have both memory and advanced logic driving the business in next year in general and accelerating towards the second half in particular.” 

It's important to note that since Nova provided this commentary, TSMC has substantially boosted its 2026 capex outlook, guiding for $52 to $56 billion in capex for the year. This points to 32% YoY growth at the midpoint, with 70–80% to be allocated to advanced processes, signaling the chipmaker’s confidence in sustained, long-term demand driven by AI. 

As it stands, GAA likely will be the number one growth outlet through 2026, as Nova has previously committed to $500 million of cumulative GAA revenue from 2024 to 2026. As we outlined in our prior analysis, Nova Limited: Riding the AI/HPC Wave with Advanced Nodes and Packaging, a three-year time frame would imply a 2X and then 4X ramp in GAA revenue in 2025 and 2026, respectively, to ~$90 million in 2025 and ~$365 million in 2026. 

On the memory side, it’s likely that growth will remain concentrated in DRAM and HBM, as management explained that NAND is a “bit muted still” with the hope that it would begin growing “probably towards the second half of next year.”  Additionally, despite the severe supply constraints across the industry, fab construction is not an overnight phenomenon, meaning that any new plans put in place through 2026 may not begin to appear in Nova’s memory revenue until 2027.  

High China Exposure 

A key risk to consider is Nova’s high China exposure, as the country contributes >30% of revenue, and any renewal in geopolitical tensions could impact revenue or margins. Management explained that its revenue to China would be nominally higher YoY in 2025, though its revenue share would decrease from ~39% to >30%, as growth in other regions would outpace China.  

Management added that China revenue “has already normalized in terms of the business levels in the second half of this year, and we expect this trend to continue in the first half of 2026.” Analysts questioned if this normalization continuing into 1H would mean China could be down YoY for 2026, though CEO Gaby Waisman said it does not allude to any changes, as Nova still has lower visibility for 2H with China remaining “very dynamic.” 

Financials 

Revenue Growth Decelerating, Expected to Reaccelerate in 2H  

Nova reported its sixth-consecutive quarter with record revenue in Q3, up 25.5% YoY and 2.1% QoQ to $224.6 million, although this decelerated from 40.3% YoY and 3.1% QoQ growth in Q2. Nova said Q3 saw record revenue in memory and advanced logic products, with the latter driven by strong demand from gate-all-around (GAA) manufacturers and sales of its METRION platform for GAA and advanced DRAM manufacturing.  

For a breakdown of revenue, product revenue was $178.9 million, up 24.5% YoY and 0.6% QoQ to $178.9 million, a sharp deceleration from 42.7% YoY growth in Q2. Approximately 70% of product revenue stemmed from logic and foundry and the other 30% from memory. Services revenue was $45.7 million, up 29.4% YoY and 8.5% QoQ.  

For Q4, Nova guided for revenue to be between $215 to $225 million, pointing to YoY growth decelerating further to 13% YoY while QoQ growth would move negative, at a (2.2%) QoQ decline. Nova did not provide details on key growth drivers for Q4, but did note in November that it expected orders from additional customers for its METRION platform in the coming months.  

Based on Q4’s guidance, management expects 2025 to be a record year for the company with revenue up ~30% YoY, or to roughly $888 million. Looking ahead to 2026, Nova projects further growth on advanced packaging, advanced logic and DRAM fueling momentum. As noted above, growth is expected to be weighted towards the second half of the year, specifically on GAA acceleration.  

Current consensus estimates point to YoY growth of just 11.9% YoY to $983 million, with quarterly revenue growth in the ~5% region for Q1 and Q2 before sharply accelerating to exit the year at an estimated 25.5% in Q4, aligning with these aforementioned comments for a back-half weighted year.  

Margins Feeling a Slight Pinch Sequentially 

Margins were mostly flat on a YoY basis, yet Nova felt a pinch on margins sequentially as operating expenses increased slightly faster QoQ than revenue.  

GAAP gross margin in Q3 was 57%, in line with Q3 2024 but down 1 point from Q2, while adjusted gross margin was 59%, up 1 point YoY but down 1 point QoQ. For Q4, Nova guided for GAAP gross margin to remain flat QoQ at 57%, with adjusted gross margin guided at 58% +/- 1%, down slightly QoQ.  

Considering the perceived softness, Citi’s Atif Malik questioned about margins and if there were any China impacts. Management said there were no impacts from China, that guidance remained well aligned with its target model for 57-60% and reflected pricing and cost discipline, and the main fluctuating factor would be product mix. 

GAAP operating margin was 28% and adjusted operating margin was 32%, both flat YoY but down 2 points QoQ. This was primarily due to the ~3.2% QoQ increase in opex, outpacing QoQ revenue growth by just over 1 point, highlighting how easily a small shift in the cost structure can impact margins. For Q4, Nova guided for GAAP operating margin of ~27.5% at midpoint and adjusted operating margin at just over 31%, both down slightly sequentially, again on opex slightly outpacing revenue on a QoQ basis. 

GAAP net margin was 27%, down 2 points YoY and 4 points QoQ. Adjusted net margin was 31%, flat YoY but down 1 point QoQ.  

For the full year, Nova is guiding for adjusted gross margin of ~59% and adjusted operating margin of ~33%, at the high end of its target model, though this is weighed down by the softer margins in Q3 and Q4. Nova has not provided guidance for 2026 yet.  

EPS 

Due to the sequential margin contraction, EPS declined sequentially. Q3 GAAP EPS was $1.90, up 18.8% YoY but down (11.2%) QoQ and missing the consensus estimate for $1.94. Adjusted EPS of $2.16 barely beat consensus for $2.15, and was up 24.1% YoY but down (1.8%) QoQ.  

EPS growth is expected to remain muted through Q4, with GAAP EPS guided to be $1.77 to $1.95, up 17.7% YoY at midpoint, while adjusted EPS was guided to be $2.02 to $2.20, up 8.8% YoY at midpoint, a more than 15 point deceleration.  

For 2025, adjusted EPS is expected to rise nearly 30% YoY to $8.68, before decelerating to almost match revenue growth at 12.1% YoY to $9.73 in 2026.  

Cash Flows Strong 

Unlike margins, Nova’s cash flow margins strengthened, though the company sold $750 million in convertible notes in the quarter, boosting its debt.  

Operating cash flow was $71.3 million in Q3 for a 31.7% margin, up 5.5 points YoY and 10.9 points QoQ, while FCF was $66.9 million for a 29.8% margin, up 5.7 points YoY and 10.3 points QoQ. 

Cash, equivalents and marketable securities totaled $1.6 billion, while debt was $821.5 million, including the $750 million convertible note raised in Q3.  

Valuation 

Nova is currently trading just off peak multiples on its recent pullback, with shares trading at 12.5x forward PS, well above its average 7.8x multiple.  

On the bottom line, shares trade at an extended 42.7x, pulling back from its peak at 51.1x but remaining well above its 27.7x average and above most of its WFE peers.  

Conclusion 

Nova witnessed a sharp acceleration in memory growth in Q3 to 20.7% QoQ, capitalizing on advanced DRAM and HBM demand with GAA set to accelerate more significantly in the second half of 2026. Despite the strength in memory, it remains a smaller portion of revenue, at ~30% of product revenue or roughly 24% of overall revenue, not enough to significantly move the growth needle.  

As it stands, Nova is expected to see a rather soft Q1 and Q2 with YoY growth expected to be in the 5% range before meaningfully accelerating towards 25% by Q4, so we will keep an eye on the company for this inflection but remain on the sidelines for now.

Damien Robbins, Equity Analyst at I/O Fund contributed to this analysis.

Every Thursday at 4:30 pm Eastern, the I/O Fund team holds a webinar for premium members to discuss how to navigate the broad market, as well as various stock and crypto entries and exits. Beth Kindig offers weekly deep dives including lesser-known cryptocurrencies and AI stocks, plus the team offers trade alerts. The I/O Fund team is one of the only audited portfolios available to individual investors. If you’d like to subscribe to the Advanced Market Signals plan, email us at premium@io-fund.com.Every Thursday at 4:30 pm Eastern, the I/O Fund team holds a webinar for premium members to discuss how to navigate the broad market, as well as various stock and crypto entries and exits. Beth Kindig offers weekly deep dives including lesser-known cryptocurrencies and AI stocks, plus the team offers trade alerts. The I/O Fund team is one of the only audited portfolios available to individual investors. If you’d like to subscribe to the Advanced Market Signals plan, email us at premium@io-fund.compremium@io-fund.com.

Please note: The I/O Fund conducts research and draws conclusions for the Fund’s positions. We then share that information with our readers. This is not a guarantee of a stock’s performance. Please consult your personal financial advisor before buying any stock in the companies mentioned in this analysis.

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Posted in AI Stocks, SemiconductorsLeave a Comment on Nova: Memory Revenue Accelerates Sharply, though 1H 2026 Expected to be Soft

Palantir Q4: Highest Growth as Public Company; US Commercial to Accelerate

Posted on February 4, 2026June 30, 2026 by io-fund

Palantir reported another very strong quarter in Q4, with revenue accelerating to 70%, an impressive 57 point acceleration over the last ten quarters, while guiding for revenue to accelerate further to 73.6% in Q1.  

US commercial momentum remained unabated, with revenue accelerating 16 points sequentially to 137% YoY, surpassing the $500 million mark in the quarter. When looking at the strength of both QoQ and YoY growth, it’s likely Palantir represents the highest AI segment growth across the AI universe.  

On top of that, Palantir initially guided for fiscal 2026 revenue to accelerate from 56.1% to nearly 61% YoY, driven by US commercial revenue accelerating six points to >115% YoY. Driving such an acceleration at these growth rates is undeniably difficult, yet there are hints that Palantir could go above and beyond these figures by this time next year.  

Unlike 99% of other companies reporting this season, Palantir’s call offered little substance to sift through, with more clues on its growth opportunities hidden in the key metrics – detailed for you below. 

Q4 Revenue Growth Accelerates to 70%, FY26 Guided to Accelerate to 61% 

Palantir reported revenue of $1.41 billion in Q4, accelerating to 70% YoY while QoQ growth ticked 1.5 points higher to 19.1%, and marking a 50 point acceleration over the last two years. This also is Palantir’s highest revenue growth in their history as a public company. 

More impressively, Palantir guided for this revenue acceleration to continue into Q1 and for 2026, suggesting that the AI-driven growth engine that propelled shares higher through 2024 and 2025 is still intact, and potentially strengthening. Q1 revenue was guided to be $1.532 billion to $1.536 billion, accelerating 3.6 points to 73.6% YoY at midpoint (and what would be a fresh record growth rate), though QoQ growth would be just 9%.  

For 2025, Palantir reported $4.48 billion in revenue, up 56.1% YoY, and accelerating 27.3 points from 28.8% growth in 2024. Total commercial revenue rose 60% YoY to $2.07 billion, while government remained a key contributor with revenue up 53% YoY to $2.40 billion. 2025’s initial guidance also helps provide some perspective on just how strong Palantir’s year was, and how 2026 could materialize if this robust AI-driven momentum continues (which key metrics support) – Palantir initially guided for 30.9% growth, but ended the year more than 25 points higher at 56.1%. 

For 2026, Palantir offered an initial guide for $7.182 billion to $7.198 billion, up 60.7% YoY at midpoint, or $900 million ahead of consensus for $6.29 billion for 42.8% growth. This would also mark a 4.6 point acceleration, a significant feat considering the swift acceleration the company saw through the back half of 2025.  

US Commercial Growth Guided to Accelerate in FY26 to 115% 

Palantir’s AIP-driven US commercial segment remains the company’s core revenue driver, with growth accelerating once again in Q4 to the fastest rate in four years. What’s more impressive is that Palantir not only has guided for US commercial revenue to more than double in 2026, but that it was guided to accelerate from 2025’s already-rapid 109% growth. 

US commercial revenue rose 137% YoY and 29% QoQ to $507 million in Q4, surpassing a $2 billion annualized run rate in the quarter, up from a $1 billion run rate at the start of 2025. QoQ growth accelerated only one point from 28% in Q3, though accelerating sequentially at this pace is difficult. 

On a YoY view, US commercial continued to accelerate, with the 137% growth in Q4 marking a 16 point acceleration from 121% YoY in Q3. Since the start of the year, US commercial revenue growth has accelerated a tremendous 66 points.  

While US growth continues to accelerate, Palantir lags greatly in International. International commercial revenue is not nearly as strong as US commercial with revenue growth of just 8% YoY and 12% QoQ to $170 million in Q4. For context, International commercial revenue has not grown faster than 10% YoY in the last six quarters. However, despite the softness in international, overall commercial revenue growth managed to accelerate from 73% to 82% YoY in Q4. 

For 2025, US commercial revenue rose 109% YoY to $1.465 billion, driven by the strong acceleration in the back half with Palantir reporting back-to-back quarters with >120% growth.  

For 2026, Palantir delivered an initial guide for $3.144 billion in US commercial revenue, representing growth of >115% YoY, a six point acceleration. It’s hard to understate the strength of this initial guide – not only is Palantir doubling revenue once again after doubling in 2025, but that there is a high likelihood that high AIP demand will translate into stronger growth as the year pans out.  

What Palantir’s Beat/Raise Pattern from 2025 Suggests about 2026 

Palantir’s recent beat/raise trends from 2025 shed light into how 2026 could shape up for US commercial revenue, if the company can maintain a similar trajectory throughout this year on strong AI momentum. 

Looking back to 2025, Palantir’s first guide for US commercial revenue was for 54% YoY growth to $1.08 billion. This was raised to 68% YoY to $1.18 billion by Q1, and raised again to 85% YoY to $1.30 billion by Q2. By Q3, management raised US commercial growth to 104% YoY to $1.43 billion, with the final number being the 109% reported this quarter, for a total raise of 55 points throughout the year. 

The challenge for Palantir is that its initial guide for 2026 starts at a much higher base at >115%, though its pattern through 2025 and strong key metrics (outlined below) suggest that upside to this forecast is likely.  

Plotting out a modest outperformance through the year and a similar outperformance as 2025 show two different trajectories for US commercial revenue growth. Under the modest outperformance scenario, or along the lines of a five point raise to growth each quarter and a small Q4 beat, this would project revenue out to ~133% YoY, or 18 point upside versus this initial guide and a 24 point YoY acceleration. To put this in dollar terms, this scenario would project revenue of $3.42 billion, or ~$280 million above guidance (smaller than 2025’s $385 million beat).  

If Palantir can outperform to a similar degree as 2025, such as 45-50 points above the first guidance, the revenue projection for US commercial would look much different. This scenario would need around a 10 to 12 point raise each quarter, and could project revenue as ~160% YoY, a 51 point acceleration. In dollar terms, this would project $3.82 billion, or ~$680 million above guidance.   

The main takeaway here is that even a modest outperformance and guidance raises of a few points each quarter could easily drive US commercial revenue growth to a double-digit acceleration from 2025’s 109% growth.   

Government Revenue Remains Strong 

Outside of US commercial, Palantir’s government remained strong with 60% YoY and 15% QoQ growth in the fourth quarter to $730 million, accelerating from 55% YoY and 14% QoQ in Q3.  

It cannot be ignored that government still remains critical to Palantir’s success despite the unwavering US commercial momentum, as government accounted for nearly 52% of revenue in Q4.  

US government revenue rose 66% YoY and 17% QoQ to $570 million, accelerating from 52% YoY and 14% QoQ in Q3, whereas international revenue grew 43% YoY and 9% QoQ to $160 million, driven by work in the UK.  

Palantir said this US growth was driven by its mission impact across the DoD and accelerating momentum in civil agencies, highlighting that it was awarded an up to $448 million contract with the US Navy to “modernize the shipbuilding supply chain and accelerate delivery of naval vessels.” Palantir added that Maven usage reached all-time highs and will “continue to be rolled out to all combatant commands and many more networks over the rest of this government fiscal year.”  

However, CEO Alex Karp downplayed Palantir’s international growth outlets and ability to meaningfully accelerate growth especially in Europe, saying that “Palantir is in a unique position where we really don't have the bandwidth to do anything that's difficult outside of America. So — and as this learning curve goes on, it's more and more difficult to help people understand how to implement these things and the demand in the U.S. is so great.”  

Net Retention Rate Expands 5 Points, Rule of 40 Expands to 127% 

While Palantir’s AI-driven revenue growth metrics are the strongest among AI-exposed software, its key metrics remained robust in Q3 and support this strong AI-driven growth curve persisting through 2026.  

Net Retention Rate Expands 5 Points 

Palantir’s NRR accelerated another 5 points sequentially to 139% in Q4; on a YoY basis, NRR has risen 19 points. Should Palantir continue to drive similar NRR expansion through 2026 as it expands the 680 >$1 million deals it signed in 2025, there is a chance they move above the 150% threshold at some point in 2026.  

RPO Surges – Up 62% QoQ and 143% YoY 

RPO saw a meaningful step up in Q4, rising 62% QoQ to $4.21 billion, with YoY growth accelerating from 65.6% in Q3 to 143.4% in Q4. This also represented the company’s strongest RPO growth since the start of 2023 on both a YoY and QoQ basis.  

This strength was also reflected in billings, which rose 91.1% YoY and 21.5% QoQ to $1.49 billion, a sharp acceleration from 49% YoY and 11.5% QoQ in Q3. Both of these key metrics witnessing this sharp step-up in tandem provides further confidence in Palantir’s 2026 accelerations panning out with the potential for upside to its initial guidance as each quarter progresses.  

Rule of 40 Expands 13 Points QoQ and up 46 Points YoY 

Palantir also stands out for its exceptional Rule of 40 score which continued to expand in Q4, which the company defines as revenue growth plus adjusted operating margin. It’s not just the fact that Palantir’s Rule of 40 score is now well beyond 100%, but the fact the company is expanding this margin by a significant degree:  

“Our Rule of 40 score reached new heights at 127%, up 46 points year-over-year and 13 points quarter-over-quarter, proving that hyper growth and exceptional profitability aren't mutually exclusive, but rather the inevitable outcome of Palantir delivering transformational impact at scale.” 

For 2025, Palantir had a Rule of 40 score of 106%, with management guided for an initial Rule of 40 score of 118% for 2026. 

Second Highest TCV Growth on Record 

Palantir also booked record TCV of $4.26 billion, up 138% YoY, with commercial TCV of $2.6 billion, up 161% YoY and 83% QoQ, accelerating from 132% YoY and 32% QoQ in Q3.  

RDV was $11.2 billion, increasing 105% YoY and 29% QoQ, accelerating from 91% YoY and 21% QoQ; however, US commercial RDV slowed from 199% YoY and 30% QoQ in Q3 to 145% YoY and 21% QoQ in Q4.  

Again, the simultaneous accelerations in Palantir’s key metrics in Q4 signals that the company’s growth engine through 2026 is visibly strengthening, providing more confidence in upside to Palantir’s guidance for both revenue and US commercial revenue.  

Margins Continue to Strengthen 

While its revenue growth and acceleration are second-to-none in AI software, so are Palantir’s margins, with the company showcasing an impressive ability to drive margin expansion of >10 points while simultaneously accelerating revenue. For example, Palantir’s adjusted operating margin in Q4 was a record 57.4%, well ahead of its guidance for 52.4% and expanding 12 points YoY. This is a remarkable feat as it highlights Palantir’s ability to maintain its cost profile despite meaningfully accelerating revenue quarter after quarter. Adjusted EBITDA margin also showed strong expansion, coming in at 57%, up 6 points QoQ and 11 points YoY.  

Looking down the line, gross margins expanded nicely in Q4, with GAAP gross margin at 85%, up 6 points YoY and 3 points QoQ. Adjusted gross margin also expanded but at a smaller degree, up 3 points YoY and 2 points QoQ to 85%. 

The operating margin expansion was where Palantir shone. GAAP operating margin was 41% in Q4, up 40 points YoY (coming against a low comp due to the one-time stock appreciation rights (SARs) expense) and 8 points QoQ. As noted above, adjusted operating margin was 57.4%, up 12 points YoY and 6 points QoQ. Palantir guided for adjusted operating margin to remain strong in Q1 to 56.8% at midpoint, up 13 points YoY and down marginally QoQ. 

Turning to net margin, the expansion was less pronounced but still visible. GAAP net margin was 43%, up 33 points YoY (again vs the low SARs comp) and 3 points QoQ. Adjusted net margin was 46%, up 5 points YoY and 1 point QoQ.  

It’s easier to see how Palantir’s margins have strengthened when looking at the full-year. GAAP operating margin for 2025 was 32%, up 21 points. Adjusted operating margin expanded 11 points to 50%, and Palantir has initially guided for adjusted operating margin to expand 7.5 points in 2026 to 57.5%.  

Down the line, GAAP net margin was 36% for the year, up 20 points, and adjusted net margin was 43%, up 8 points. 

EPS  

Palantir reported $0.25 in adjusted EPS in Q4, up 78.6% YoY, with GAAP EPS coming in at $0.24, up 700% YoY and beating estimates by 8.7% and 33.3% respectively. Palantir did not provide guidance for Q1, though consensus estimates currently call for adjusted EPS of $0.21, up 60.2% YoY, and GAAP EPS of $0.16, up 100% YoY.  

For the full year, Palantir delivered adjusted EPS of $0.75, up 82.9% YoY, and GAAP EPS of $0.63, up 231.6% YoY. Again, Palantir did not provide guidance, though current consensus points to adjusted EPS up 39.7% to $1.01 and GAAP EPS up 30% to $0.82. 

Cash Flows Robust 

Palantir’s cash flows were robust in Q4, and management guided for adjusted FCF margin to expand in 2026 from an already strong 51% in 2025. 

Operating cash flow was $777.3 million in Q4 for a 55% margin, down slightly from a 56% margin in the year ago quarter but rebounding solidly from a 43% margin in Q3. For the year, Palantir delivered operating cash flow of $2.13 billion, or a 48% margin, up from 40% in 2024. 

Adjusted free cash flow was $791.4 million in Q4 for a 56% margin, down from a 63% margin a year ago but up from 46% in Q3. For 2025, Palantir generated $2.27 billion in adjusted FCF for a 51% margin, up from 44% in 2024. 

For 2026, Palantir guided for a step up in adjusted FCF, projecting it to increase more than 77% YoY to $3.925-$4.125 billion. This would represent an adjusted FCF margin of 56%, a five point expansion from 2025. 

Palantir’s balance sheet remained extremely healthy with cash of $7.18 billion and zero debt. 

Valuation 

Palantir’s valuation remains in uncharted territory, though forward multiples have come down quite a bit when factoring in FY26’s guidance and the new fiscal year adjustment.  

On a forward PS basis, Palantir is trading at a 50x multiple with the initial 2026 guide for $7.19 billion in revenue. This is the cheapest shares have been valued since late April 2025, and a meaningful ‘discount’ to the >100x multiple Palantir commanded at the end of 2025.  

On the bottom line, Palantir’s multiple has also come down, with shares now trading at 145x forward PE, nearly half of the 260-280x multiple it held from the end of 2025 and only a ~30% premium to its 112x average five-year multiple.  

Conclusion  

Palantir’s Q4 report showed that the company’s AIP-driven momentum remains robust with no signs of slowing, further supported by most key metrics accelerating in unison. Palantir’s NRR expanded 5 points to 139%, its Rule of 40 score expanded 46 points YoY to 127%, and record TCV and RPO were the cherry on top of a strong quarter.   

Palantir also guided for revenue to accelerate to nearly 61% YoY in 2026, driven by US commercial revenue accelerating to >115% YoY. Driving an accelerate at this multi-billion dollar scale is difficult, yet the company’s key metrics suggest growth rates may continue to move higher.

Damien Robbins, Equity Analyst at I/O Fund contributed to this analysis.

Please note: The I/O Fund conducts research and draws conclusions for the company’s portfolio. We then share that information with our readers and offer real-time trade notifications. This is not a guarantee of a stock’s performance and it is not financial advice. Please consult your personal financial advisor before buying any stock in the companies mentioned in this analysis. Beth Kindig and the I/O Fund own shares in PLTR at the time of writing and may own stocks pictured in the charts.

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Lumentum Q2: Capacity Constrained (and Loving It)

Posted on February 4, 2026June 30, 2026 by io-fund

Lumentum is benefiting from outsized demand for its EML lasers, reaching a quarterly company record in EML laser shipments. While EMLs are largely spoken for with InP wafer fab capacity fully allocated with long-term agreements, the company is expanding its capacity with additional supply expected to come online in the second half of this calendar year.  

The transition to 1.6T is moving faster than management originally anticipated, which contributed to the beat/raise with management stating: “We achieved another quarterly company record in EML laser shipments led by 100 gig line speeds and bolstered by a ramp in 200 gig devices. Simultaneously, we expanded our footprint in next-generation architectures shipping CW lasers for 800 gig manufacturers and increased volumes of ultra-high-power laser shipments for CPO applications.” 

There are additional growth levers for Lumentum as we look further out, driven by optical circuit switches and co-packaged optics. Optical circuit switches are beginning to move the needle now with a $400 million backlog, although currently at around $10 million in revenue. In 2027, co-packaged optics (CPOs) will represent another important market for Lumentum alongside UHP chips and ELS modules will help expand the company’s serviceable addressable market.  

To learn more about upcoming networking shifts, read our Top 15 report here.our Top 15 report here. 

Increasing Capacity for H2 2026 

Management emphasized that indium phosphide wafer fab capacity is fully allocated, with the company indicating they have already delivered half of their expansion target over one quarter alone due to strong customer demand necessitating they pull forward delivery. Thus, the natural question for an investor is whether Lumentum can add more capacity. The company stated they foresee more capacity coming in the second half of the calendar year: 

“We are scaling rapidly through precision tool optimization and yield gains. This execution will help to ensure that additional capacity comes online as planned over the next two quarters and beyond. While not able to size it, we now have line of sight to a significant block of additional capacity starting in the second half of 2026 both recurrent activities in Sagamihara and better utilization of our Caswell, United Kingdom and Takao, Japan fabs.” 

200G/1.6T Ramping Faster than Expected 

Although minimal right now, 200G is ramping faster than expected, representing 5% of unit volume yet represents 10% of laser chip revenue. According to management, demand for 200G EMLs is about a quarter faster than they originally anticipated with the goal of ending the year with 25% of unit volume from this new product mix – with these seeing higher average sales prices than the 100-gig. 

Management stated the following: “Our 200-gig line speed, as we said, is actually doing a little bit better than we expected. I think on the last call, we had said that the 5% revenue of — 5% of mix would be this quarter. It was a quarter earlier than we had expected, and that's primarily because 1.6T is coming on, I think, faster than we initially anticipated, and that is heavily being driven by 200-gig EMLs.” 

This was discussed further in the call with management stating 1.6T was stronger than it was 90 days ago: 

Ruben Roy   Stifel, Nicolaus & Company, Incorporated 

Great. Just a very quick follow-up. Has anything changed with the way you guys are thinking about 800 gig versus [ 1.6T ] module mix this year one way or the other? Is it accelerated towards 1.60T for any reason in terms of volumes from a single customer or multiple customers? Or is it relatively unchanged from how you're thinking about it 90 days go? 

Michael E. Hurlston   President, CEO & Director 

Yes. 1.6T is definitely stronger than we felt than we felt 90 days ago. So 1.6T is definitely accelerating. Our 800-gig volume actually is doing better than we would have expected. So an 800-gig that what you're seeing right now from us is an acceleration in revenue on our 800-gig shipments. But in the market, to your question, Ruben, 1.6T is definitely going better. We have exposure to a couple of customers, a couple of large customers on 1.6T, and we've been surprised by how quickly they're trying to push us to deliver and their forecast to us relative to the different SKUs that we're being asked to deploy. 

OCS Starting to Move the Needle, CPOs Incoming for 2027 

Optical circuit switches are starting to move the needle. By the end of fiscal 2027, management now expects roughly $400 million in revenue, up from the $100 million originally guided—representing an incremental $300 million upside to prior expectations. 

Management stated the following on the call: 

“If you remember, you and I discussed last time, we believed our calendar Q4 would be around $100 million. It looks like it will be quite a bit higher than that, although we're not breaking up that $400 million between the two quarters. So we — it's a broad-based — there's multiple customers making up that backlog. We've talked about shipping to three customers, and that continues — but those customers are increasing their demands rather significantly. And thus, the demand on us has gone up quite appreciably. So we feel pretty good about that. I think as we enter calendar year 2027, it should go up from there in terms of what we see in our backlog and in terms of our revenue.” 

Co-packed optics are expected to contribute early 2027 with stronger contribution by year-end 2027: “An industry pivot is underway to bypass the scaling limits of copper. By late calendar 2027, we would expect our first scale-out CPO shipments, replacing longer copper connections.” 

Financials 

Revenue Growth to Accelerate to 89% in Q3 

Lumentum delivered Q2 revenue at the upper end of its guided range, yet its guidance stands out as it not only points to YoY growth accelerating almost 24 points to 89.3% YoY, but it also was a larger magnitude beat in dollar terms versus last quarter.  

Q2 revenue was $665.5 million, a modest 2% beat to estimates and in the upper end of Lumentum’s guidance for $630-$670 million. Revenue growth accelerated 7.1 points to 65.5% YoY, while sequential growth was robust at 24.7% QoQ, its fastest growth in eight years and accelerating 13.7 points.  

For Q3, Lumentum guided for revenue between $780 million and $830 million, accelerating 23.8 points to 89.3% YoY at midpoint. Sequential growth will remain strong with guidance pointing to growth of 21% QoQ at midpoint. What’s impressive here is that Lumentum’s guidance beat consensus by a larger margin than it did last quarter – at the $805 million midpoint, this would be nearly $99 million ahead of the $706.4 million estimate, whereas Q2’s guide for $650 million at midpoint beat by ~$88 million.  

Considering the scope of this raise for Q3, it’s likely that estimates for Q4, which currently are pegged at just $770.4 million, are revised much higher in the coming days/weeks. As a result, it’s likely that consensus estimates for FY26, currently at $2.64 billion, move ~8-10% higher.  

Segment Breakdown 

As we had noted in our prior analysis, Lumentum: EMLs Driving Results, CW Lasers Ramping with Q2 Guided for 22% QoQ Growth, Lumentum changed its reportable segments in fiscal Q1, dropping Cloud & Networking and Industrial Tech and transitioning to Components and Systems.  

For a brief recap, Components include laser chips, laser subassemblies, line subsystems and wavelength management subsystems, while Systems includes full stand-alone products such as optical transceivers, optical circuit switches and industrial lasers.  

Lumentum expects Components to be the cornerstone for revenue growth and profitability while Systems will scale rapidly with transceivers, OCS and other high-performance solutions.  

Components Revenue Accelerates Slightly 

Components revenue was $443.7 million in Q2, up 68.3% YoY and 17% QoQ. YoY growth accelerated 3.4 points, though QoQ growth decelerated 1.4 points from last quarter. Components accounted for 66.7% of revenue in Q2, down from 71% in Q2. 

Driving this growth were EML shipments, with Lumentum saying both 100G and 200G EMLs reached new company records. Ultra-high-power lasers for CPO continued to grow, with Lumentum outlining a broader ramp in the second half of calendar 2026, aligning with Nvidia’s Spectrum-X switch roadmap with its Vera Rubin platform.  

Lumentum also noted that Q2 saw an eighth consecutive quarter of sequential growth for narrow linewidth lasers for data center interconnect (DCI) applications, while pump lasers for scale-across and sub-sea applications reached a record. 

Systems Revenue up 43% QoQ, New Record for Transceivers 

Systems revenue saw much stronger sequential growth than Components as it is coming off a much smaller base, with cloud transceivers likely to be the main driver as optical circuit switching (OCS) is still very early in its ramp.  

Systems revenue rose 43.5% QoQ and 60.1% YoY to $221.8 million, a sharp acceleration from a (3.6%) QoQ decline and 46.5% YoY increase in Q1. This was driven by record cloud transceiver shipments.  

Lumentum did note that OCS shipments exceeded a $10 million quarterly run rate in the quarter, while manufacturing readiness is proceeding ahead of schedule as the company prepares to begin fulfilling its >$400 million OCS backlog later in 2026. 

Margins Expand Substantially, Operating Margin up 22.5 Points YoY 

Complementing the strong revenue growth is substantial margin expansion, with Lumentum showing GAAP operating margin expand 22.5 points YoY to nearly crack into double digit territory. Lumentum’s cost profile also shows that operating margin expansion will continue as costs rise at a much slower pace than revenue growth. 

Lumentum reported solid expansion in gross margins in Q2, with GAAP gross margin up 2.1 points QoQ and 11.3 points YoY to 36.1%, and adjusted gross margin up 3.1 points QoQ and 10.2 points YoY to 42.5%.  

However, operating leverage was quite prevalent and visible in the quarter as opex rose just 0.6% QoQ and 16.3% YoY. This, combined with gross margin expansion, drove significant expansion in operating margins on a YoY and QoQ basis.  

GAAP operating margin in Q2 was 9.7%, up 8.4 points QoQ and 22.5 points YoY, while adjusted operating margin was 25.2%, up 6.5 points QoQ and 17.3 points YoY (and ahead of guidance for 20-22%). Lumentum forecast this operating margin to continue at a similar rate, projecting adjusted operating margin of 30-31% in Q3, up 5.3 points QoQ and 19.7 points YoY. 

To note, Lumentum is well ahead of its target financial model, which called for >20% adjusted operating margin and 39-42% adjusted gross margin at a $750 million/quarter. Lumentum is already above both metrics on $665 million/quarter base.  

Net margins followed, with GAAP net margin expanding 11 points QoQ and 26.9 points YoY to 11.8%. Adjusted net margin expanded 5.4 points QoQ and 14.1 points YoY to 21.6%. An important takeaway here is that this AI-driven growth is driving strong earnings leverage for Lumentum, as adjusted net margin was single-digits just three quarters ago.  

Adjusted EPS Beats by 18%, Q3 Guided 40% Above Estimates 

As just mentioned, this AI growth and margin expansion is driving visible earnings leverage for Lumentum. Not only did adjusted EPS beat estimates by 18% in Q2, but Lumentum’s Q3 guide was more than 40% above estimates, signaling >290% growth will be maintained for another quarter.  

Q2 GAAP EPS was $0.89, up from just $0.05 in Q1 and beating the $0.50 consensus estimate by 78%. Adjusted EPS was $1.67, up 51.8% QoQ and 297.6% YoY, and beating the $1.40 estimate by 18.4%. 

For Q3, Lumentum guided for $2.15 to $2.35 in adjusted EPS, pointing to YoY growth of 294.7% and QoQ growth of 34.7%. At midpoint, this represented a 40.6% beat to the consensus estimate of $1.60.  

Combined, Q3 and Q4 adjusted EPS came in $0.91 ahead of estimates, and if Q4 is to see a similar ~$0.60 to $0.70 upward revision to match Q3’s beat, full-year adjusted EPS estimates could move to around the $7.50 range, up from the current $5.92 prior to the report. 

Cash Flows and Balance Sheet 

Cash and equivalents increased slightly to $1.16 billion while debt was $3.29 billion.   

Inventories were $570.4 million, up more than 7% QoQ, while accounts receivable surged nearly 23% QoQ (again) to $376.8 million, supporting the upcoming product ramps over the coming quarters.  

Conclusion:

AI networking is entering a new phase, one where silicon photonics plays a much larger role alongside system-level shifts such as optical circuit switches and co-packaged optics.  

The goal is to continually optimize for AI workloads rather than rely on traditional networking as ever-expanding AI clusters seek speed, lower latency and reduced power consumption. Pluggable optics work well enough today but are quickly becoming a limiting factor as power and port density doesn’t scale well with traditional optics. This dynamic is pushing hyperscalers to rethink network architectures, and positions Lumentum well, as its solutions help future-proof AI networks for the years ahead.

Please note: The I/O Fund conducts research and draws conclusions for the company’s portfolio. We then share that information with our readers and offer real-time trade notifications. This is not a guarantee of a stock’s performance and it is not financial advice. Please consult your personal financial advisor before buying any stock in the companies mentioned in this analysis. Beth Kindig and the I/O Fund own shares in LITE at the time of writing and may own stocks pictured in the charts.

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Meta Q4 Earnings: A New Era Driven by AI Agents

Posted on February 4, 2026June 30, 2026 by io-fund

Meta is a stock that our firm is watching this year with great anticipation. The headline results are good and important to review, yet what’s most important is what is up ahead as Meta begins to merge LLMs directly into their recommendation systems, a shift away from back-end optimizations based on algorithms. This is how management described the shift: “Our feeds will become more interactive overall. Today, our apps feel like algorithms that recommend content. Soon, you'll open our apps, and you'll have an AI that understands you and also happens to be able to show you great content or even generate great personalized content for you.” 

There are many advertising businesses using AI, yet there is something unique about how Meta is approaching the problem – and this is showing up in the results. Per our Q1 2026 Top 15 AI Stocks report: “Margins matter, cash matters, but what matters more is the 3X growth Meta has seen in its Advantage+ segment in less than a year, as the company had reported $20 billion about three quarters ago, with the recent update from last quarter at $60 billion. If this runaway growth continues, then Meta will easily be outpacing Search and Google Cloud combined on AI revenue.” 

That “something unique” is Meta’s data. What does Search really know about you other than intent? Meanwhile, Meta offers rich contextual, behavioural data that expands over time. The dataset offers preferences, emotions, social context, network effects, etc, whereas Google would struggle to truly “know you.” This can make the LLMs more personal and effective especially as we enter the agent era. Notably, this is not an either/or discussion about Google Search, rather it’s an opportunity to discuss Meta’s strengths and why the company is currently number two in AI revenue despite spending a less capex than its counterparts. 

Below, I discuss the earnings call discussions that were centered around the plans Meta has for 2026 and also the numbers that drove strong after hour performance.  

Meta to Replace Legacy, Rule-Based Algorithms with AI Agents 

Meta is an “eyeballs” company, and thus, an important lever to growth is increasing user engagement. In the most recent quarter, the company drove incremental engagement from ranking and product improvements. Primarily, the company optimized their systems to consider longer interaction histories to better identify a person’s interests. This led to the highest lift in feed views that the company has seen in two years: “The optimizations we made in Q4 drove a 7% lift in views of organic feed and video posts on Facebook, resulting in the largest quarterly revenue impact from Facebook product launches in the past two years.” 

Moving forward, Meta’s goal this year is to scale their training data to offer more personalized recommendations. By moving away from algorithms driving the feeds to LLMs, Meta can make he systems more responsive to real-time interest. 

This may seem like a subtle shift, but it’s actually not subtle at all – Meta is proposing a complete overhaul in how their systems surface content. Moving forward, LLMs will offer reasoning for a level of personalization not possible in the current approach, which is more pattern recognition based. Think of how Spotify works – it surfaces music you’ve already listened to. Facebook feeds are similar. However, moving forward, Meta can offer a personalized agent approach to where AI optimizes a feed to suggest content that does not require a direct signal.  

Here is what was stated on the call: 

“We're seeing in our early testing that personalized responses drive higher levels of engagement, and we expect to significantly advance the personalization of Meta AI this year. This dovetails with our investments in content understanding, which will enable our systems to develop a deeper understanding of each person's interests and preferences while also identifying the most relevant content across our platform to pull into responses.” 

Although Meta uses AI in its recommendations, the current systems are based on pattern and behavior-driven algorithms. For 2026, Meta will offer content that goes beyond the bounds of what you’ve already searched for/engaged with AI agents that can more intelligently infer your interests.  

The result will be more time spent on the platform and with higher engagement. Even incremental gains here will lead to more advertising dollars. 

Ad Platform Driven by Superintelligence 

The second area that Meta is making “big bets” is the increasing monetization efficiency. Last quarter alone, the company doubled the number of GPUs used to train their GEM model for ads ranking. Similar to what was stated above, part of the improvements is using longer sequences of user behavior to inform the feed plus which ads are placed and when: “This new sequence learning architecture is significantly more efficient than our prior architectures which should enable us to further scale up the data, complexity and compute we use in our future ranking models to deliver performance gains.” 

Meta’s main approach to increasing the effectiveness of ad placements remains user targeting, but just smarter user targeting. This results in 4X better results than using AI to increase overall ad load: “In fact, in the second half of 2025, our initiatives on Facebook to redistribute ads across users and sessions delivered a nearly 4x larger revenue impact than Facebook ad load increases.” 

As you’ll see below in the Financials section, these improvements are making a material difference with Q4 revenue growing 17% QoQ and with a forward guide that implies the highest YoY growth rate for Meta since Covid-fueled 2021. 

Driving Down Costs: 

There are two primary ways that Meta plans to drive down costs. The first is to leverage AI internally to reduce their workforce.  

Here is what was stated about using AI internally to replace engineers: “Since the beginning of 2025, we've seen a 30% increase in output per engineer with the majority of that growth coming from the adoption of agenetic coding, which saw a big jump in Q4. We're seeing even stronger gains with power users of AI coding tools, whose output has increased 80% year-over-year. We expect this growth to accelerate through the next half.” 

The second is to use a mix of custom chips, lower-cost AMD GPUs and Nvidia GPUs to achieve their goals: “Procuring sufficient infrastructure capacity is central to these initiatives, and we're working to meet our silicon needs by deploying a variety of chips that optimally support each of our different workloads. To that end, in Q4, we extended our Andromeda ads retrievable engine, so it can now run on NVIDIA, AMD and MTIA. This, along with model innovations, enabled us to nearly triple Andromeda's compute efficiency. In Q1, we will extend our MTIA program to support our core ranking and recommendation training workloads in addition to the inference workloads it currently runs.” 

The paragraph above spells out headwinds to Nvidia to where even if the market continues to grow, Nvidia’s overall percentage of the market will erode. We covered this in the Q3 2025 Top 15 AI Stocks report under the subheading “AI is Diversifying”

Financials 

By Royston Roche 

Q1 Revenue guide suggests fastest growth since Sept 2021 

Q4 revenue grew by 23.8% YoY and 16.9% QoQ to $59.9 billion, beating estimates by 2.4%. Although strong sequential growth in Q4 is seasonal and Meta posted a 19.2% QoQ increase in Q4 2024, the current sequential growth is being achieved on a substantially higher revenue base of $51.2 billion versus $40.6 billion in the prior-year period. The strong revenue growth was primarily driven by robust demand stemming from AI advancements in ad recommendations, monetization, and user engagement.  

Management issued strong revenue guide of $53.5 billion to $56.5 billion, implying a 30% YoY growth and a sequential decline of (8.2%) at the midpoint. While the QoQ contraction reflects normal seasonality, the implied 30% YoY growth represents the fastest pace in the last 4.5 years. 

The company’s 2025 revenue grew by 22.2% YoY to $200.97 billion. Looking ahead, revenue growth is expected to accelerate 2.8 percentage points to 25% YoY growth to $251.3 billion in 2026 and will moderate to 16.9% YoY to $293.8 billion in 2027. 

Record Q4 Advertising Revenue of $58.1 billion 

Meta is already seeing tailwinds from AI recommendation models driving higher ROI for advertisers following increased time spent across its family of apps.  

Q4 advertising revenue grew by 24.3% YoY to a record $58.1 billion. Notably, absolute advertising revenue growth reached $11.3 billion in the quarter, surpassing the $10.2 billion increase recorded in Q3. 

Key Metrics 

Q4 ARPP reaches a record $16.56

Perhaps the most important metric for Meta’s ad monetization is Family ARPP (average revenue per person). It reached a record $16.56 in Q4 2025, highlighting that Meta’s AI-driven ad performance improvements and monetization efforts are bearing fruit. While the 16.2% YoY growth in Q4 reflects a deceleration from the 17.7% seen in Q3, such a trend is common on a higher base and less of a concern given Meta is guiding for a modest acceleration this fiscal year. Notably, Q4 ARPP outpaced the 15.6% growth recorded in the prior-year period. 

In Q4, the total number of ad impressions grew by 18% YoY, accelerating from 14% growth in Q3 and up from 6% in the year ago quarter. Impression growth was broad-based across regions, driven primarily by higher engagement and user growth, with incremental support from ad load optimizations. 

Pictured Above: Ad impressions saw outsized growth this past quarter due to the new sequence learning architecture discussed above. Source: Meta investor relations. 

The average price per ad continues to rise and it grew by 6% YoY in Q4, benefiting from increased advertiser demand, largely driven by improved ad performance. However, the YoY growth has decelerated from 10% in Q3 and 9% in Q2 and this metric is to be watched despite ad impressions offsetting the deceleration.  

Family of Apps daily active people (DAP) grew by 6.9% YoY to 3.58 billion in Q4, though the growth rate decelerated slightly from 7.6% growth in Q3. 

Margins 

Meta delivered a sequential improvement in operating margin in Q4 as its continued investments in AI are beginning to show early signs of payoff, even though margins were lower than a year ago quarter. 

  • Q4 gross margin was 81.8%, up 10 basis points YoY and down 20 basis points sequentially.   
  • Q4 operating income increased 5.9% YoY to $24.7 billion, with an operating margin of 41.3%. The margin improved by 130 basis points sequentially, but declined 700 basis points from a year ago, largely due to higher AI-related operating expenses. 
  • Looking ahead to 2026, management expects total expenses to grow by 40.6% YoY to $165.5 billion—driven largely by increased infrastructure spending and continued investment in AI talent. Even with those higher costs, the company still expects operating income to grow in 2026. Management also emphasized that losses at Reality Labs are not expected to increase next year. 
  • Q4 net income grew by 9.3% YoY to $22.77 billion with a net profit margin of 38% compared to 43.1% in the same period last year.  

GAAP EPS beat of 8% 

Q4 GAAP EPS grew by 10.7% YoY to $8.88, beating estimates by 8%, driven primarily by higher revenue from stronger AI monetization. Analysts expect EPS to grow 2.4% YoY to $6.59 in Q1 2026 and down (0.3%) YoY to $7.12 in Q2 2026. 

Looking ahead, GAAP EPS is expected to grow 26.5% YoY to $29.71 in 2026 and 16.3% YoY to $34.55 in 2027. 

Cash Flow and Balance Sheet 

Meta’s cash flows improved in Q4 driven by higher profits.  

  • Q4 operating cash flow grew by 29.4% YoY to $36.2 billion with an operating cash flow margin of 60.5% compared to 57.8% in the same period last year. 
  • Q4 free cash flow grew by 7% YoY to $14.1 billion with a free cash flow margin of 23.5% compared to 27.2% in the same period last year. Q4 capex grew by 49.2% YoY to $22.14 billion. 2025 capex grew by 84.1% YoY to $72.22 billion. Management expects 2026 capex to be $115 billion to $135 billion, implying a YoY growth of 73.1% at the midpoint primarily due to higher AI investments.  
  • The company had cash & marketable securities of $81.6 billion and debt of $58.7 billion compared to $44.45 billion and $28.8 billion at the end of Q3. The company issued debt of $30 billion in Oct 2025. Meta also entered a joint venture with Blue Owl Capital to fund its development at the Hyperion data center in Louisiana. Thereby, helping it to keep about $27 billion in debt off-balance sheet, where it would sit in a special-purpose vehicle tied to Blue Owl. While this approach may improve reported leverage and financial ratios, it carries inherent risks as the company is indirectly responsible for the off-balance sheet debt.  

Conclusion 

Meta was able to put up strong results primarily by increasing ad impressions, despite seeing a decelerating average price per ad from 14% growth last year to 6% growth this year. The combination resulted in average price per person reaching $16.56 up from $14.25 in the year ago quarter. 

Facebook feeds saw an improvement in its sequencing learning architecture. In other words, Meta tracks user history longer to infer context on what the user is most interested in seeing next, which led to higher user engagement and a spike in ad impressions. Early signs of this improvement are evident with a forward guide that implies the highest YoY growth rate for Meta since 2021 at 30% YoY growth guided for Q1.  

Most importantly, management is stating there will be a substantial shift to their underlying recommendation systems by re-architecting its traditional algorithms that are more pattern-based to now become more intuitive and forward-thinking in terms of anticipating what a user will want to see next.

Royston Roche, Equity Analyst at I/O Fund contributed to this analysis.

Please note: The I/O Fund conducts research and draws conclusions for the company’s portfolio. We then share that information with our readers and offer real-time trade notifications. This is not a guarantee of a stock’s performance and it is not financial advice. Please consult your personal financial advisor before buying any stock in the companies mentioned in this analysis. Beth Kindig and the I/O Fund own shares in META at the time of writing and may own stocks pictured in the charts.

Recommended Reading:

  • The I/O Fund’s Top 15 Stocks for Q1 2026
  • Palantir Q4: Highest Growth as Public Company; US Commercial to Accelerate
  • SanDisk Q2: Blowout on All Metrics
  • Meta: Growth is Quietly Benefitting from AI, Though Margin Risks Weigh Heavy
Posted in AI Stocks, Digital AdsLeave a Comment on Meta Q4 Earnings: A New Era Driven by AI Agents

AMD Q4 Earnings: 60%+ Data Center Growth for 3-5 Years

Posted on February 4, 2026June 30, 2026 by io-fund

AMD’s data center segment revenue increased 39% year-over-year to a record $5.4 billion, led by Instinct GPUs and EPYC CPUs. Of this, $390 million was from MI308 sales to China, which means the DC segment reported closer to $5.0 billion in revenue. That number is worrisome to the market because it would mean QoQ growth of 15% for Q4, down from 34% QoQ growth in Q3. This would also translate to YoY growth of 29% – which is not to grab the Street’s attention given Broadcom is in the 100% range on ASICs and Nvidia is reporting about 12X higher on a quarterly basis and 50X higher revenue on an annual basis.

The guide also implies a deceleration from $10.3 billion this quarter to $9.8 billion in the upcoming quarter. Although this beats the Street expectations of $9.37 billion, it’s not the beat/raise tempo being set from other AI stocks right now.  

However, there were some bright spots on the call, primarily management stating to expect 60% growth in the data center over the next few years – including 2026. This hint is important as it communicates a strong acceleration into the second half of 2026 given we are starting out at data center growth of 39%, which is what we’ve been expecting.  

Per my last earnings writeup: “AMD Q3: The Catalyst is Expected in H2 2026," which stated, “AMD is a stock where I’ve been intentional about managing expectations. The upside is compelling — as the second place in data center GPUs is wide open. Yet for those who have followed our coverage, the timing has always been key: meaningful execution in AI accelerators is not expected to materialize until the second half of 2026. In other words, the long-term opportunity is substantial, but patience remains part of the thesis.” 

I could have simply republished last quarter’s write-up except for this one important update that offers 3-5 year visibility; rare for any management team but especially AMD. 

Data Center to see 60%+ Growth for Next 3-5 Years 

Buried in the call was a rather strong statement for this otherwise-conservative management team that AMD is “well positioned” to grow data center revenue by more than 60% annually over a 3-5 year time frame: 

“With the launch of MI400 series and Helios representing a major inflection point for the business, as we deliver leadership performance and TCO at the chip compute tray and rack level. Based on the strength of our EPYC and Instinct road maps, we are well positioned to grow data center segment revenue by more than 60% annually over the next 3 to 5 years, and scale our AI business to tens of billions in annual revenue in 2027.” 

Given the strength of the comment, an analyst asked about the comment on the call and if the 60% applies to 2026 with management replying this is certainly possible: 

“We're not obviously guiding specifically by segment, but the long-term target of, let's call it, greater than 60% is certainly possible in 2026.” 

There have been rumors that AMD may be late in delivering the MI400s, however, that was dismissed today on the call as management reiterated, they are on time for H2:

Later, the CFO also confirmed margins would improve by Q4 based on the launch: “So all those tailwinds we're seeing, we continue to see in the next few quarters. And MI450 ramp, of course, in Q4, our gross margin will be driven largely by mix. And I think we'll give you more color when we get there. But overall, we feel really good about our gross margin progression this year.” 

There was more color provided on timing by CEO Lisa Su: 

“But as we get into the second half of the year, the MI450 is really an inflection point for us. So that revenue will start in the third quarter, but it will ramp significant volume in the fourth quarter as we get into 2027. So that gives you a little bit of sort of what the data center ramp looks like throughout the year.” 

Later she reiterated this again when asked for specific timing: “And our expectation is that we will be on track for our second half launch.” 

However, I do expect some analysts to be turned off by the company choosing to not breakout Instinct GPU revenue from EPYC revenue in the data center segment. That would imply GPU revenue is pretty low still. That is not too relevant to our thesis, yet if you see negative notes coming out, it’s due to lack of visibility in the current size of the AI accelerator business. 

The only visibility provided was a mention of “tens of billions” in revenue in 2027.

Aaron Rakers   Wells Fargo Securities 

Lisa, at your Analyst Day back in November, you seem to kind of endorse the high $20 billion AI revenue expectation that was out there on the Street for 2027. I know today you're reaffirming the path to strong double-digit growth. So I guess my question is, can you talk a little bit about what you've seen as far as customer engagements, how those might have expanded? I think you've alluded to in the past multiple multi-gigawatt opportunities. Just any — just double-click on what you've seen from the MI455 and Helios platform from a demand shaping perspective as we look into the back half of the year? 

Lisa Su   Chair, President & CEO 

Yes. Sure, Aaron. Thanks for the question. So first of all, I think the MI450 Series development is going extremely well. So we're very happy with the progress that we have. We're right on track for a second half launch and beginning of production. And as it relates to sort of the shape of the ramp and the customer engagement, I would say the customer engagements continue to proceed very well. We have obviously a very strong relationship with OpenAI, and we're planning that ramp starting in the second half of the year going into 2027. That is on track. We're also working closely with a number of other customers who are very interested in ramping MI450 quickly, just given the strength of the product, and we see that across both inference and training. And that is the opportunity that we see in front of us. So we feel very good about sort of the data center growth overall for us in 2026. And then certainly going into 2027, we've talked about tens of billions of dollars of data center AI revenue, and we feel very good about that. 

Financials: 

By Royston Roche 

Q4 Revenue Grew by 34% 

AMD’s Q4 revenue grew by 34.1% YoY and 11.1% QoQ to $10.27 billion, beating estimates by 6.2%. Revenue growth was primarily driven by continued growth in the Data Center segment from both server and data center AI business, as well as a return to YoY growth in the Embedded segment. However, the company’s revenue this quarter included approximately $390 million from MI308 sales to China and excluding this revenue since it was not included in the guidance would yield only a 2.2% beat, the smallest in the last four quarters. 

Management guided Q1 revenue of $9.8 billion at the midpoint, implying a YoY growth of 31.8% YoY and down (4.6%) QoQ and the guidance includes about $100 million of MI308 chip sales to China. It is primarily driven by growth in the Data Center and Client and Gaming segments and modest growth in the Embedded segment. Although this beats the Street expectations of $9.37 billion, it’s not the beat/raise tempo being set from other AI stocks right now.   

Full year 2025 revenue grew by 34.3% YoY to $34.6 billion. Looking ahead, analysts expect revenue to grow 33.2% YoY to $46.1 billion in 2026 and accelerate to 37.9% YoY to $63.6 billion in 2027. 

Q4 Data Center Revenue Grew by 39% YoY 

The company’s Data Center segment revenue grew by 39% YoY and 24% QoQ to a record $5.4 billion, led by accelerating Instinct MI350 Series GPU deployments and server share gains. In server, adoption of fifth gen EPYC CPUs accelerated in the quarter, accounting for more than half of the total server revenue. AMD had record server CPU sales to both cloud and enterprise customers in the quarter and exited the year with record share. 

In cloud, hyperscaler demand was very strong as North American customers expanded deployments. EPYC-powered public cloud offerings grew significantly in the quarter with AWS, Google and others launching more than 230 new AMD instances. In the enterprise, AMD is witnessing a meaningful shift in EPYC adoption, driven by leadership performance, expanded platform availability, broad software enablement, and increased go-to-market programs. Looking ahead, management expects server CPU demand to be very strong as hyperscalers are expanding their infrastructure to meet growing demand for cloud services and AI while enterprises are modernizing their data centers. 

The company delivered record Instinct GPU revenue in the fourth quarter, led by the ramp of MI 350 Series shipments. In addition to the partnership entered in October with OpenAI to deploy 6 gigawatts of Instinct GPUs, AMD is in active discussions with other customers on at-scale multiyear deployments starting with Helios and MI450 later this year. AMD expanded the ROCm ecosystem in the fourth quarter, enabling customers to deploy Instinct faster and with higher performance across a broader range of workloads. The company remains on track to launch its MI500 chips in 2027 and expects to deliver a major increase in AI performance.

Client and Gaming Segment revenue grew by 37% 

Q4 client and gaming segment revenue grew by 37% YoY and down (3%) QoQ to $3.94 billion. Client segment revenue grew by 34% YoY and 13% QoQ to $3.1 billion. Management highlighted the strong demand for Ryzen processors for laptops and PCs, which have been gaining market share against Intel. 

In gaming, revenue grew by 50% YoY and down (35%) QoQ to $843 million. Management said in the Q4 earnings call, “Semi-custom sales increased year-over-year and declined sequentially as expected. For 2026, we expect semi-custom SoC annual revenue to decline by a significant double-digit percentage as we enter the seventh year of what has been a very strong console cycle.” 

Embedded revenue returned to growth in Q4. It grew by 3% YoY and up 11% QoQ to $950 million, up from the YoY decline of (8%) and up 4% QoQ in Q3 2025. 

Margins 

The company’s profits are growing. However, near term margins are negatively impacted by higher operating expenses to support strong future AI opportunities. Management expects margins to improve by the end of Q4 due to favorable product mix, particularly the ramp of MI450 chips. 

  • Q4 gross profits grew by 44% YoY and 17% QoQ to $5.58 billion. Adjusted gross profits grew by 41% YoY and 17% QoQ to $5.86 billion. Adjusted gross margin was 57%, and it benefitted from the $360 million previously written down MI308 inventory reserves. Excluding the inventory reserve release and MI308 revenue from China, gross margin would have been 55%, up 100 basis points YoY and QoQ, driven by favorable product mix. Management has guided 55% adjusted gross margin in Q1 
  • Q4 operating income grew by 101% YoY and 38% QoQ to $1.75 billion. Operating margin improved by 600 basis points YoY and 300 basis points QoQ to 17%. Adjusted operating income grew by 41% YoY and 28% QoQ to $2.85 billion. Adjusted operating margin improved by 200 basis points YoY and 400 basis points QoQ to 28%. Management has guided an adjusted operating margin of 24% in Q1. The company’s near-term margins are negatively impacted by higher operating expenses to support strong future AI opportunities. 
  • Net income was up 213% YoY to $1.5 billion or 15% of revenue, up 900 basis points YoY. Adjusted net income was up 42% YoY to $2.5 billion or 25% of revenue, up 200 basis points YoY. 

Adjusted EPS grew by 40% 

The company’s Q4 adjusted EPS grew by 40.4% YoY to $1.53 primarily driven by operating leverage, beating estimates by 16%. 

Analysts expect Q1 adjusted EPS to grow 27.6% YoY to $1.22 and 185.8% YoY to $1.37 in Q2 2026. 

Cash Flow and Balance Sheet 

The company’s cash flows are growing primarily driven by higher revenue and profits.   

  • Q4 operating cash flow grew by 77% YoY to $2.3 billion with an operating cash flow margin of 22%, up 500 basis points YoY. 
  • Q4 free cash flow grew by 91% YoY to $2.1 billion with a free cash flow margin of 20%, up 600 basis points YoY. 
  • The company had cash and short-term investments of $10.5 billion, up from $7.24 billion in Q3. While debt remained the same at $3.22 billion.  
  • Inventories rose 8% QoQ to $7.92 billion to support the strong future AI demand.

Conclusion: 

There was no big reveal in AMD’s earnings report, yet interesting enough, that has been the case for years and yet the stock is starting to see movement as AMD outpaced Nvidia’s returns last year by 3X. In my most recent Top 15 AI Stocks report, I highlighted how the element of surprise can work in AMD’s favor. Most importantly, AMD’s management team remains among the most conservative in the space, which makes it notable that we’re already hearing expectations for roughly 60% growth in the data center segment for 3-5 years. That’s a nice clue for what may be on the horizon.

Royston Roche, Equity Analyst at I/O Fund contributed to this analysis.

Please note: The I/O Fund conducts research and draws conclusions for the company’s portfolio. We then share that information with our readers and offer real-time trade notifications. This is not a guarantee of a stock’s performance and it is not financial advice. Please consult your personal financial advisor before buying any stock in the companies mentioned in this analysis. Beth Kindig and the I/O Fund own shares in AMD at the time of writing and may own stocks pictured in the charts.

Recommended Reading:

  • Meta Q4 Earnings: A New Era Driven by AI Agents
  • Palantir Q4: Highest Growth as Public Company; US Commercial to Accelerate
  • Lumentum Q2: Capacity Constrained (and Loving It)
  • The I/O Fund’s Top 15 Stocks for Q1 2026
Posted in AI Stocks, SemiconductorsLeave a Comment on AMD Q4 Earnings: 60%+ Data Center Growth for 3-5 Years

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