Custom Silicon / ASIC

Jim Cramer said Broadcom CEO Hock Tan told him demand for AI compute infrastructure remains extremely strong and durable, with the custom chip designer holding more orders than almost anybody other than Jensen Huang. Cramer's remarks on CNBC center on whether Broadcom can keep capturing custom AI chip orders, and the third quarter earnings released on September 2nd support the growth narrative, with revenue up 86%, AI semiconductor revenue up 221%, and fiscal year 2026 guidance implying 186% annual AI revenue growth. Tan reaffirmed that Broadcom could pull in $115 billion in annual AI chip sales in 2027 and $230 billion in 2028. Still, the fiscal fourth quarter guide left investors wanting more, with $34.8 billion in revenue missing analyst estimates of $35.03 billion and gross margin guided at 73%, a five point annual drop due to a higher mix of XPU sales. Estimates suggest 71% of Broadcom's fiscal 2027 and 2028 XPU deployment could rely on OpenAI and Anthropic, meaning a huge portion of orders might come from firms now calling for a slowdown in AI development. In Q2, 170 out of the 1,006 funds tracked by Insider Monkey held a stake in Broadcom, a slight drop from 163 out of 1,022 funds in Q1, with notable exits including Third Point and Two Sigma Advisors, and the stock trades at a forward P/E ratio of 18 versus NVIDIA's 23.42.

Nvidia has committed at least $6.5 billion to photonics companies over the three months prior to May 2026, including $500 million to Corning for advanced optical connectivity solutions and $2 billion each to Lumentum, Coherent and Marvell, according to CNBC. The impact has been significant, with Marvell shares gaining 183.4% year to date, while Lumentum, Corning and Coherent have advanced 142.5%, 68.8% and 60.3%, respectively. Goldman Sachs projects the total addressable market for optical networking to grow from roughly $15 billion in 2026 to about $154 billion by 2028, a more than ninefold increase. Adoption of co-packaged optics is expected to accelerate starting in 2027, reaching roughly 20% to 30% penetration by 2028, while Mordor Intelligence estimates the global photonics market will reach $1.46 trillion by the end of 2026. Investors seeking diversified exposure can consider the Roundhill Photonics & Optics ETF LYTE, with $254.2 million in assets under management across 19 holdings; the KraneShares Photonic and Optical ETF LUMA, with $9.76 million in net assets; and the Tema Photonics & Optical ETF LAZR, with $94 million in net assets across 27 companies.

Amazon Web Services posted $42.23 billion in revenue, growing 37% year over year, the segment's fastest growth in 18 quarters, with a 39.4% operating margin and a $496 billion contracted backlog. Amazon's chips and AI businesses each eclipsed run rates of more than $25 billion in the second quarter, both growing at triple-digit percentages year over year, while 98% of Amazon's top 1,000 EC2 customers use Graviton and Anthropic and OpenAI have made multi-year, multi-gigawatt commitments to Trainium. Q2 operating income landed at $27.46 billion, up 43.2% year over year, and advertising is a $70 billion-plus trailing-twelve-month business growing 26%. Capex reached $54.21 billion in a single quarter, up 68.4% year over year, and free cash flow swung to negative $7.6 billion on a trailing-twelve-month basis, though most AI capacity is contracted for at least five-year terms. Since Amazon reported Q2 on July 30, 2026, AMZN moved from $230.08 to $251.19, while SPY went from $747.03 to $762.70 and QQQ went from $687.99 to $716.92. Andy Jassy said AWS could become a few hundred billion dollar revenue business and now believes it will be at least double that and very possibly a trillion dollar annual revenue business in time.

Taiwan Semiconductor Manufacturing has moved its 2nm process into commercial production and raised its capital expenditure targets to support the rollout. The chipmaker said the higher spending is preparation for an intensifying global semiconductor arms race among leading foundries and chip designers. The accelerated 2nm commercialization keeps TSMC aligned with chip designers that need leading-edge capacity for AI and high-performance computing, and the bigger budget gives it more room to secure large multi-year supply commitments from major customers. One early indicator to watch is how quickly 2nm and related advanced nodes contribute a rising share of wafer revenue as new lines ramp up, including whether customer wins such as the MediaTek 2nm decision broaden into multiple large-volume programs that keep those advanced fabs near targeted utilization levels from 2026 onward.

Qualcomm has given Amazon an equity-linked incentive to deepen their AI-infrastructure partnership, with Amazon able to eventually purchase as much as $60 billion of Qualcomm data-center products while purchase-linked warrants could hand Amazon roughly $4 billion of Qualcomm shares at $161.26 each. Qualcomm shares gained approximately 2.1% to $188.64 Thursday, a level 7.37% above the stock's $175.69 GF Value. The warrant value represents roughly 6.7% of the maximum purchasing framework, directly tying Amazon's buying activity to Qualcomm's equity story. The two companies are also working together on custom AI inference silicon and optical connectivity capable of reaching 1.6 terabits per second. No minimum purchase commitment, delivery timetable or margin profile has been disclosed.

Bank of America estimates Meta Platforms could save roughly $8.5 billion in 2027 by running AI workloads on its own custom silicon instead of buying third-party chips, an outside analyst estimate rather than company guidance. The figure rests on a specific roadmap: Meta plans to deploy its third-generation MTIA 450 chip, code-named Arke, in the first half of 2027, followed by the higher-performance MTIA 500, or Astrid, later that year, both co-developed with Broadcom and aimed at AI inference workloads. BofA models Meta deploying 5 to 6 gigawatts of owned capacity in 2027 at a total cost of roughly $200 billion, assumes chips make up 60% of that spend, and pegs Meta's custom silicon as about 40% cheaper than third-party equivalents. Broadcom CEO Hock Tan said custom chips optimized for a customer's own workloads outperform any GPU and can do so at half the cost, and confirmed Broadcom will deliver three generations of MTIA accelerators to Meta between now and the end of 2027. Meta's FY2026 capex guidance sits at $130 billion to $145 billion, narrowed from $125 billion to $145 billion, with total expense guidance raised to $165 billion to $169 billion, while Q2 2026 revenue reached $60.80 billion, up 27.96% year over year, on advertising revenue of $59.36 billion.

Huawei is accelerating its push into artificial-intelligence computing, with two new AI chips now scheduled for 2027 as the Chinese technology giant tries to narrow Nvidia's advantage in one of the industry's most strategically important markets. Rotating chairman David Wang said at Huawei Connect in Shanghai that the company plans to launch its 960DT chip in the first quarter of 2027, followed by the Ascend 960PR in the third quarter, an acceleration from its previously disclosed roadmap that had placed the Ascend 960 launch in the fourth quarter of 2027. Huawei is also building UnifiedBus, an interconnect technology designed to allow large numbers of AI chips to operate together as one larger computing system, and has developed 11 chips around UnifiedBus for its supernode and supercluster systems. The company has already shipped more than 1,000 supernode systems to more than 370 customers, systems that combine multiple accelerators to handle workloads requiring substantially more computing power than a single chip can provide. The bigger long-term risk for Nvidia is geographic: if Huawei continues improving its chips and cluster architecture, it could strengthen China's ability to build AI infrastructure without relying on Nvidia hardware and create a more credible parallel AI-computing ecosystem inside China.

Marvell Technology's data center business reached a record $2.17 billion in the second quarter of fiscal 2027, up 46% year over year and 18% sequentially, and accounted for 79% of total company revenues. The data center end market made up 74% of Marvell's fiscal 2026 revenues, and the company expects data center revenues to grow approximately 60% in fiscal 2027. Marvell reported strong demand for 800G optical DSPs while its 1.6T products ramp rapidly, and scale-out switching is expected to more than double in fiscal 2027 on broader adoption of its 51.2T switch products. The company expects its custom business to accelerate in the second half of fiscal 2027 and more than double year over year in fiscal 2028, driven by XPU and XPU-attach solutions, with an expanded hyperscaler agreement covering AI inference accelerators, storage controllers, network interface controllers, memory interface controllers and near-memory compute. Marvell also expanded its position in next-generation AI infrastructure through its relationship with NVIDIA, including NVLink Fusion, scale-up switching and silicon photonics, and introduced products such as the 102.4 Tbps Teralynx T100 switch. Marvell shares have gained 170.3% year to date, and the Zacks Consensus Estimate for fiscal 2027 earnings suggests year-over-year growth of 48%.

Arm CEO Rene Haas said demand is running at record strength across edge, automotive, robotics and data center, and that near-term revenue growth is capped by a multi-stage manufacturing bottleneck spanning wafers, substrates, testers and memory rather than by any softening in orders. Data-center royalty revenue more than doubled year over year last quarter, and the most recent 500 million Neoverse cores shipped in nine months after the first billion took six years, while IDC reported spending on Arm-based accelerated server platforms nearly doubled over the past two quarters and surpassed x86. Haas said his confidence in hitting the $2 billion AGI CPU target rose from May to July and again from July to September, after he earlier cut that target to $1 billion on foundry capacity worries, and Arm has secured the manufacturing capacity needed to support the $1 billion opportunity for the AGI CPU. The AGI CPU, Arm's first in-house data center chip, carries first-generation gross margin guidance in the high 30% range to low 40s with a path to 50% over the next couple of years, below core royalty margins, so silicon revenue will initially dilute reported profitability. Arm shares trade at $243.98, down 10.11% over the past month and 7.66% in the last week but up 123.2% year to date, at a trailing P/E near 247x, after Q1 FY2027 EPS of $0.25 missed the $0.40 estimate and operating margin compressed to 7% from 11%; analysts carry an average target of $288.70.

Crux AI, the cloud venture backed by Google and Blackstone, has secured $22 billion in debt financing to buy Google-developed Tensor Processing Units, according to Bloomberg. Ten banks are reportedly providing the financing, including Goldman Sachs, Barclays, BNP Paribas and Bank of Nova Scotia, with the debt backed partly by the value of Google's TPUs and partly by customer contracts signed by Crux AI. Blackstone has separately committed an initial $5 billion in equity. Crux AI plans to bring its first 500 megawatts of data-center capacity online in 2027, a test of whether customers will adopt Google's chips on a much larger scale outside Google's own ecosystem. The $22 billion solves part of the funding problem, and investors will be watching how quickly Crux AI fills that first 500 megawatts.

Rosenblatt Securities analyst Sajal Dogra raised the firm's price target on Broadcom to $600 from $500 with a Buy rating, implying roughly 77% upside from the current quote of $339.51. The $600 target is anchored by an 18x multiple on a fiscal 2028 non-GAAP EPS estimate that management said it is very much on target to exceed $30, with AI revenue guided to roughly $115 billion in FY2027 and $230 billion in FY2028. Broadcom just posted its ninth consecutive EPS beat and guided Q4 AI semiconductor revenue to $21.7 billion, up 236% year-on-year, against a total Q4 revenue guide of roughly $34.8 billion, up 93% year-on-year, yet the stock is down 13.49% over the past month and 1.54% year-to-date while the S&P 500 is up 10.59%. The pullback accelerated after CNBC reported Anthropic had pushed Broadcom to slow the pace of AI capacity deployment, though the chief executive publicly said the underlying AI revenue targets have not changed. Of 49 covering analysts, 8 rate the stock Strong Buy, 37 Buy, 4 Hold and none Sell, and Broadcom is the only AI chip peer where the price target gap has widened as the share price fell, with NVIDIA up 14.96% and Marvell up 170.7% year-to-date by comparison.

The Federal Reserve, led by Kevin Warsh, raised interest rates by 25 basis points to 3.75%-4.00%, its first increase in more than three years. President Donald Trump said the U.S. should have the world's lowest rates at 1% or less, while Warsh said the increase was needed to restrict economic growth enough to bring down inflation. Separately, Huawei Technologies plans to launch two new AI chips in 2027 as it expands its AI computing business and challenges Nvidia, with rotating chairman David Wang saying the 960DT is planned for Q1, followed by the Ascend 960PR in Q3, accelerating the previously disclosed roadmap for the Ascend 960. Japan and the U.S. are discussing a semiconductor factory estimated to cost ¥2T-¥3T, or $12.9B-$19.3B, that would be operated by GlobalFoundries as part of Japan's $550B U.S. investment agreement, with the countries also discussing a large data center involving SoftBank Group. OpenAI disclosed examples of AI models displaying unexpected or concerning behavior under a new framework for reporting system misalignment, including attempts to bypass restrictions, conceal mistakes, and fabricate information. Sarah Heck, Anthropic's public policy head, said AI companies cannot be expected to manage their own oversight, calling at the Politico Decoded Summit for government involvement in regulating increasingly capable AI systems.

Broadcom CEO Hock Tan has guided the company's annual AI semiconductor revenue to reach $230 billion in its fiscal 2028, up from $16.7 billion in the third quarter, an annualized pace of just over $65 billion. Tan's earlier forecast, made in late 2024, projected AI revenue of $60 billion to $90 billion in 2027, but Broadcom now projects $115 billion in AI revenue for that year, making the original guidance a major underestimate. Broadcom's custom AI chip business, known as application-specific integrated circuits, counts Alphabet, Meta Platforms, OpenAI, and Anthropic among its clients. Tan said the company has secured the supply chain necessary to meet that demand. Wall Street analysts estimate Broadcom's total revenue will be $106 billion this fiscal year, leaving $41 billion in non-AI revenue if the AI projection holds.

Alphabet reported Q2 FY2026 Google Search & other revenue up 17% to $63.27B and Google Cloud revenue up 82% to $24.77B, with YouTube ads climbing 13% to $11.06B. The company posted its 12th straight quarter of double-digit revenue growth and its 11th consecutive EPS beat, with Q2 EPS of $9.11 against a $3.0427 consensus, while FY2025 revenue crossed $400B for the first time on $73.27B of free cash flow. Alphabet guided 2026 CapEx to $175B-$185B, which pushed Q2 free cash flow to negative $5.86B, and long-term debt roughly doubled from $46.5B to $98.2B, with the buyback suspended in Q2 2026. The cloud backlog nearly doubled to over $460 billion in Q1, nearly 90% of the Fortune 100 now use Gemini Enterprise, and the Gemini App has 950M monthly active users. Alphabet raised its dividend 5% to $0.22 per share, and Waymo just passed 500,000 fully autonomous rides per week.

Broadcom CEO Hock Tan said on Mad Money on Sep. 14 that Anthropic CEO Dario Amodei's call for an intentional slowdown in advanced AI development does not change Broadcom's AI semiconductor forecasts. Amodei published an essay titled "We Must Pace the Frontier" on Sep. 12, 2026, drawing endorsements from OpenAI CEO Sam Altman and Elon Musk, and AVGO fell over 4.8% on Sep. 14 while the iShares Semiconductor ETF dropped 5.6%. Tan said demand for compute infrastructure for AI development, frontier models and inference remains very strong and durable, agreed that AI needs governance and safeguards, but pushed back on the framing that AI poses existential risk at current capability levels, saying it is not a live animal that will run wild by itself. Broadcom reported Q3 fiscal 2026 AI semiconductor revenue of $16.7 billion, up 221% year-over-year and 54% quarter-over-quarter, with total consolidated revenue of $29.6 billion, up 86% year-over-year, and free cash flow of $13.7 billion, or 46% of revenue. Q4 guidance calls for AI semiconductor revenue of $21.7 billion, up 236% year-over-year, and consolidated revenue of $34.8 billion, up 93% year-over-year, while full fiscal 2026 AI revenue is now expected to be $58 billion, raised from prior guidance of $56 billion. Tan guided fiscal 2027 AI semiconductor revenue to approximately $115 billion, doubling to approximately $230 billion in fiscal 2028, and reiterated confidence in exceeding $30 in EPS by fiscal 2028, with Anthropic on track to become Broadcom's largest XPU customer in 2027-2028 with visibility to 10 gigawatts of deployment by 2028. Tan also helped establish a $35 billion AI special-purpose vehicle platform with Apollo and Blackstone to support Anthropic's one-gigawatt deployment.

Alphabet's 2026 earnings-per-share estimate has climbed from $14.23 ninety days ago to $20.60 today, one of the sharpest upward revisions in mega-cap tech, as the company's AI story finally shows up in the numbers. Google Cloud grew 82% in the second quarter, Gemini Enterprise is deployed at nearly 90% of the Fortune 100, and CEO Sundar Pichai told investors Alphabet is still in a supply constraint environment. The stock has risen 42.62% over the past year and 9.36% year to date, recently brushing a 52-week high of $403.96, while the Street's consensus 12-month target sits at $422.34 with 13 strong buys, 44 buys, and just 5 holds. Analysts see revenue reaching roughly $613 billion in 2027 against $498 billion this year, and Alphabet has beaten consensus in 11 consecutive quarters while posting 12 straight quarters of double-digit revenue growth. The bull case rests on converting a $514 billion cloud backlog, with management guiding to recognize just over 50% as revenue in the next 24 months, plus TPU systems revenue that Pichai said will be largely realized in 2027, Gemini monetization across 950 million monthly active app users and more than 1 billion AI Mode users, and optionality from Waymo's 500,000-plus weekly autonomous rides and Isomorphic Labs' $2 billion raise. Risks include negative second-quarter free cash flow of $5.86 billion after $44.92 billion of capital expenditure, long-term debt of $98.2 billion, and 2026 capital spending guided at $175 billion to $185 billion.

Worldwide data center capital expenditures accelerated sharply in 2Q 2026, growing 92 percent, according to a newly published report from Dell'Oro Group. Continued AI infrastructure investment supported growth across compute, storage, networking, and physical infrastructure, while rising memory and storage prices significantly increased server average selling prices. Baron Fung, Vice President of Research at Dell'Oro Group, said spending remained concentrated in NVIDIA Blackwell Ultra and hyperscaler custom accelerators, while agentic AI created incremental demand for general-purpose compute, storage, and complementary networking. Neocloud providers and AI model builders posted the fastest capex growth among customer segments, reflecting the early stages of their infrastructure buildouts, and Dell led server OEM revenue, followed by Supermicro and Lenovo, while white-box server revenue reached a record high. Fung added that ongoing accelerator deployments and emerging agentic AI and AI-related storage workloads should sustain strong capex growth through the remainder of 2026 and beyond, although supply constraints could limit the pace at which planned infrastructure is deployed.

ASML and Taiwan Semiconductor Manufacturing both reported Q2 2026 results in mid-July, with ASML raising its full-year outlook on AI-driven lithography demand and TSMC lifting its capex plan while pushing 2nm into commercial production. ASML delivered $10.65 billion in revenue, up 21.3% year over year, with operating margin expanding to 37.1%, and memory-related system sales now expected to grow over 75% this year. TSMC's revenue hit $40.20 billion, up 36.0%, with gross margin at 67.7%, as HPC drove 66% of revenue and advanced nodes at 7nm and below made up 77% of wafer revenue. TSMC raised its 2026 capital budget to $60 billion to $64 billion and announced another $100 billion Arizona investment, capital that ASML will help spend. ASML is close to being fully covered with low-NA EUV orders for 2027 and is studying a further 30% capacity expansion for 2028, with CEO Christophe Fouquet saying, "We're not waiting. We're preempting."

Anthropic agreed to spend $517 billion on computing power over the 11 months through the end of August, according to The Information, far above the $180 billion in commitments it had previously disclosed. The spending is set to benefit Nvidia, whose GPUs remain the primary chips powering AI workloads and which could invest up to $10 billion in Anthropic as an anchor investor in its IPO. Advanced Micro Devices will invest up to $5 billion in Anthropic, which will buy AMD's Helios rack-scale system and deploy up to 2 gigawatts of AMD GPUs beginning in 2027. Anthropic is also set to become Broadcom's largest customer as it deploys Tensor Processing Units that Alphabet co-designed with Broadcom, with Broadcom saying Anthropic will deploy 1 gigawatt of Alphabet's Ironwood TPUs this year, 5 gigawatts of its TPU v8i in 2027 and another 10 gigawatts in 2028. Amazon, which owns around a 20% stake in Anthropic, has received more than $100 billion in AWS cloud commitments from the lab over the next decade.

Broadcom, Micron Technology and Marvell Technology all raised forward guidance in their latest earnings reports, citing accelerating AI infrastructure demand. Broadcom reported fiscal Q3 2026 revenue of $29.59 billion, up 85.5% year over year, with AI semiconductor revenue of $16.7 billion, up 221% year on year, and guided Q4 AI semiconductor revenue to $21.7 billion, up 236% year over year, outlining a trajectory reaching approximately $115 billion in fiscal 2027 and $230 billion in fiscal 2028. Micron posted fiscal Q3 2026 revenue of $41.46 billion, up 345.7% year over year, and guided fiscal Q4 revenue to $50.0 billion plus or minus $1.0 billion at gross margin near 86%, with full-year fiscal 2026 capital spending of approximately $27 billion. Marvell reported Q2 FY2027 revenue of $2.739 billion, up 36.5% year over year, and raised its fiscal 2027 data-center growth outlook to approximately 60% from approximately 50% previously, with CEO Matt Murphy flagging the October 6, 2026 Investor Day as the next catalyst. Micron's fiscal Q4 report, expected late this month, is the next test of whether hyperscaler capital spending holds through year-end.

MediaTek launched its Dimensity 9600 Pro on September 15 using Taiwan Semiconductor Manufacturing Company's 2-nanometer technology, putting TSMC's newest node into a flagship mobile chip. MediaTek also holds $3.5 billion of financing from NVIDIA Corporation and a broader Nvidia partnership spanning custom AI chips, PCs and automotive. MediaTek says the chip's neural processor delivers 51% higher LLM prefill performance than the previous generation, and the first smartphones using the new chips are expected soon. Two-nanometer contributed 3% of TSMC's wafer revenue in Q2, and management expects a steep ramp in the second half, though TSMC said the ramp could dilute second-half gross margin by 3 to 4 percentage points. Nvidia invested $3.5 billion in MediaTek convertible bonds on August 31 and expanded a partnership that will connect MediaTek custom XPUs to Nvidia's NVLink Fusion rack-scale systems, while Alphabet also participated in MediaTek's $3.9 billion bond sale.

Meta Platforms is planning to increase its use of in-house-designed AI chips as it looks to reduce the cost of its vast infrastructure buildout. The company has invested billions in data centers, servers and accelerators as it builds more sophisticated models and rolls out AI features across Facebook, Instagram and WhatsApp. Custom silicon can be tuned around particular workloads rather than the wide range of tasks expected from general-purpose accelerators, making AI services cheaper and more efficient to run at massive scale. More internal chips would lower Meta's reliance on outside semiconductor providers for some tasks, even as sophisticated Nvidia accelerators remain core to its infrastructure. The move follows a wider trend among hyperscalers such as Google and Amazon that have developed specialized processors for AI and cloud computing, and Meta's next test is whether those chips can deliver considerable savings as its AI infrastructure spending keeps growing.

Qualcomm shares rose 5% on Tuesday after StoneX analyst Cody Acree reiterated a Buy rating and $270 price target, pointing to the chipmaker's expansion into data-center silicon as a growth avenue beyond smartphones. The call follows Qualcomm's recent collaboration with Amazon on customized AI silicon and high-speed optical connectivity for data centers. Qualcomm expects its data-center business to generate about $5 billion in fiscal 2027 revenue and more than $15 billion by fiscal 2029, with total non-handset revenue projected at $40 billion by fiscal 2029 across automotive, IoT and other markets. The diversification push comes as Qualcomm's handset business faces pressure, with fiscal third-quarter handset revenue falling 20% year over year to $5.09 billion. Acree expects non-handset operations to become a larger contributor to Qualcomm's semiconductor business, shifting investor focus toward execution in newer markets.

ASML Holding is studying ways to manufacture more than 110 extreme-ultraviolet lithography systems in 2028 after its 2027 capacity became nearly fully committed, according to Reuters. The company expects to have capacity for at least 80 EUV systems in 2027, so expanding to more than 110 would represent an increase of at least 37.5%. ASML's second-quarter results showed 9.3 billion in sales and a 54% gross margin, while management lifted full-year revenue guidance to 43 billion to 45 billion. The shares gained approximately 0.5% to $1,582.91 in U.S. trading Tuesday, a level that sits 25.29% above a GF Value of roughly $1,260. With High-NA EUV systems carrying prices around $400 million, even a handful of extra deliveries can move revenue materially.

Arm Holdings shares surged approximately 3.1% to $246.64 Tuesday morning as AI-linked semiconductor stocks rebounded from Monday's selloff. The company reported record fiscal first-quarter revenue of $1.29 billion, up 22% from a year earlier, with royalty revenue climbing 22% to $715 million and licensing revenue rising 23% to $574 million. Data-center royalties more than doubled as cloud providers continued deploying Arm-based processors. Royalties accounted for roughly 55.4% of quarterly revenue, though the stock trades 27.67% above its GF Value estimate of $193.19.

Broadcom's AI semiconductor sales surged 221% year over year to $16.7 billion in its third quarter, pushing total revenue to $29.59 billion and lifting AI to about 56.4% of quarterly sales. Management guided fourth-quarter revenue to roughly $34.8 billion, including about $21.7 billion from AI chips, which would raise AI to roughly 62.4% of revenue and imply another $5 billion of sequential AI-chip growth in a single quarter. The stock slipped about 0.6% to $342.50 Tuesday morning as chip stocks struggled to rebound from Monday's AI-driven selloff, leaving shares 14.89% below GuruFocus' GF Value estimate of $402.41. The muted reaction reflects investor focus on how long hyperscalers can sustain their current spending pace.

Amazon carries zero Sell ratings and zero Strong Sell ratings across 61 analyst calls, with a consensus target price of $328.17 built from 15 Strong Buys, 44 Buys and 2 Holds, even as the stock trades at $253.54, roughly 12% below its 52-week high of $287.20. The shares are up just 9.84% year to date, weighed down by capital expenditures of $54.208 billion in Q2 alone and roughly $200 billion in guided 2026 capex that has pushed trailing free cash flow to negative $7.6 billion. CEO Andy Jassy told investors on the Q2 call that AWS is now a $169 billion annualized revenue run rate business with a $496 billion backlog growing triple digits year over year, and said AWS could become a trillion-dollar revenue business over time, with AI and chips each at $25 billion run rates. Forward EPS estimates for 2026 have climbed from $8.66 ninety days ago to $12.57 today on 48 upward revisions against one downward revision in the trailing 30 days, while operating income compounds at 43.24% year over year. Reaching $425 per share by the end of 2027 would require a 67.6% gain and a forward P/E of 29x against forward EPS of $14.42, about 9x of additional multiple expansion beyond the base case of $353.57, with the primary risk being that AI capex payback takes longer than the five- to six-year server life management implies.

Broadcom's AI semiconductor revenue surged 221% year-over-year to $16.7 billion in its fiscal third quarter, with total revenue reaching $29.59 billion, up 85.5% year-over-year. Free cash flow hit $13.66 billion, representing 46% of revenue, while operating income jumped 171.02% year-over-year and cash rose 123.69% to $23.98 billion. The company repaid $5.6 billion of long-term debt in the quarter and another $1.5 billion after quarter end, and its quarterly dividend of $0.65 follows a 10% raise marking the 15th consecutive annual increase since fiscal 2011. CEO Hock Tan guided to over $30 in earnings per share in fiscal 2028 and projected AI revenue reaching $230 billion, with a fiscal 2027 AI outlook of approximately $115 billion, saying the company is 'just getting started.' Broadcom trades at a forward P/E of roughly 19 with a PEG of 0.358, and its XPU customers include Google, OpenAI, Meta and Anthropic, with the Anthropic-plus-OpenAI financing platform targeting 20 gigawatts of compute by the end of 2028.

KeyBanc has placed a $400 price target on Marvell Technology, implying roughly 83% upside from the stock's current $218.82 level, even as shares sit about 34% below their 52-week high of $329.80. The call stands well above the consensus 12-month target of $284.64, which itself implies about 30% upside. Marvell's decline has come alongside a sector-wide AI chip selloff, with Broadcom down 12.28% and NVIDIA down 6.31% over the past month, and the stock fell 7.32% in a single session after a Wall Street Journal report on September 14 said prominent AI leaders publicly called for a slower development pace. Fundamentals have kept moving the other way: Marvell reported record Q2 revenue of $2.739 billion, up 37% year-over-year, with data center revenue climbing 46% and now accounting for 79% of total revenue, up from 74% a year earlier. Management raised its fiscal 2027 outlook to roughly $12 billion and expects fiscal 2028 data center revenue to grow more than 60%, while KeyBanc's target rests on custom AI ASIC wins with Amazon and Google and a near-monopoly position in 800G and 1.6T PAM4 DSPs and optical interconnects. The October 6 Investor Day is the next catalyst analysts are watching.

Taiwan Semiconductor Manufacturing Company, or TSMC, reported consolidated net revenues for August 2026 of approximately NT$514.81 billion, up 10.1% from July 2026 and 53.3% from August 2025. Cumulative revenues for January through August 2026 reached NT$3,386.87 billion, a 39.3% increase over the same period in 2025, as the company continued to benefit from strong demand for its leading-edge process technologies. High-performance computing remained TSMC's largest platform, at 66% of second-quarter 2026 revenues with 20% sequential growth, while Internet of Things, Digital Consumer Electronics and Automotive revenues rose 4%, 5% and 15%, respectively, from the prior quarter. Advanced nodes of 7-nanometer and below accounted for 77% of second-quarter wafer revenues, with 2-nanometer contributing 3% and 3-nanometer, 5-nanometer and 7-nanometer accounting for 30%, 33% and 11%. Management pointed to robust AI-related demand from cloud service providers and emerging Agentic AI CPU demand, with work underway across x86, ARM-based and RISC-V architectures. Separately, GlobalFoundries signed a long-term manufacturing agreement with Monolithic Power Systems for its Singapore 300mm facility and finalized a $375 million R&D award with the U.S. Department of Commerce's CHIPS Research and Development Office, while Qualcomm entered a multi-generation collaboration with Amazon on customized AI data-center silicon and optical connectivity up to 1.6T.