Compare moats
Up to three covered companies, band by band. Every call is a curated editorial judgment, never a disclosed figure — and every band carries its cited basis.
| MaxLinear | Meta Platforms | Powerchip Semiconductor Manufacturing Corporation | |
|---|---|---|---|
| Moat rating | none MaxLinear’s FY2025 10-K does not show a durable advantage. Its income statement reports revenue of $693,263 thousand in 2023, $360,528 thousand in 2024 and $467,641 thousand in 2025, with operating losses of $38,221 thousand, $223,352 thousand and $126,890 thousand. The risk factors say “Increased competition has resulted in price pressure, decreased demand, reduced revenue and profitability, and loss of market share”; the business section says competitors include “companies with much longer operating histories, greater name recognition, and substantially greater financial, technical and operational resources”; and because its products “often are building block semiconductors” it also faces integrated-circuit makers, “some of which may be existing customers or platform partners”. Two customers were 28% of 2025 net revenue and the ten largest 65%, and “substantially all of our sales to date have been made on a purchase order basis”. Gross profit held up - $385,663 thousand, $194,782 thousand and $265,814 thousand for 2023 to 2025 - and the AI optical ramp has lifted 2026 results, but a revenue base that nearly halved in one year and three straight years of operating losses do not evidence a moat. | narrow The FY2025 10-K shows a real moat — 3.58 billion Family daily active people (December 2025 average, +7% YoY) and a 52% Family of Apps operating margin — but the same filing qualifies its durability on three fronts it discloses itself: it says "We face significant competition in every aspect of our business"; it names "competitive products and services, such as TikTok, that have reduced some users' engagement with our products and services"; and it discloses that since 2020 it has been "subject to a lawsuit by the FTC alleging that we violated antitrust laws" that "seeks ... divestiture or reconstruction of Instagram and WhatsApp." A moat a regulator is actively litigating to break up, and whose ad targeting depends on iOS/Android policies Meta does not set, reads narrow rather than wide. | none PSMC lost money through the last mature-node downturn and then sold its newest fab. Its 2025 annual report (printed 2026-02-24) records revenue of NT$46.7 billion and 'a net loss after tax of NT$7.8 billion for the year'. Gross profit swung from NT$525,425 thousand in 2024 to a loss of NT$1,536,997 thousand in 2025, 'primarily attributable to an increase in gross loss from operations at the Tongluo Fab'. The report says 'good performance was difficult both in pricing and capacity utilization rates for mature-node wafer foundry services'. PSMC then agreed to sell the Tongluo site and facilities, excluding manufacturing equipment, to Micron. The Register (2026-01-20) reports total cash consideration of US$1.8 billion, against PSMC's earlier statement that it had invested more than NT$300 billion (US$9.5 billion) in the facility. Profits have since recovered: Q2 2026 net income was NT$3,291 million, against a NT$3,334 million loss a year earlier, per the company's September 2026 presentation. The cited sources tie that recovery to memory and wafer price increases, not to a lasting edge. |
| Moat type | none No single source of advantage in the 10-K is strong enough to name. MaxLinear has “over one thousand issued patents” and says consideration under intellectual property sale agreements “has previously been and is currently expected in the future be material”, but the same filing describes its products as building blocks that larger vendors can integrate, says some optical-interconnect customers are “module makers who are vertically integrated, where we compete with internally supplied components”, and claims only that “We believe that we compete favorably” on factors from product performance to price. Its RF-CMOS integration know-how is real, but nothing in the filing shows customers locked in or rivals unable to match it. | network effects The 10-K Competition section describes a three-sided network in Meta's own words: it competes "to attract, engage, and retain people who use our products, to attract and retain businesses that use our free or paid business and advertising services, and to attract and retain developers who build compelling applications that integrate with our products," and elsewhere cites "the scale of our user, advertiser, and developer base." The same filing rules out an IP-based moat: "We do not believe that our proprietary technology is dependent on any single patent or copyright or groups of related patents or copyrights." | none The cited evidence supports none of the candidate moat sources. Cost: the annual report says its 12-inch aluminum-interconnect dies cost 30% less than 8-inch dies at the same node, yet the company still posted a 2025 gross loss. Switching costs: the report names 'the price and capacity competition of china wafer foundries' as an unfavorable factor. TrendForce (2026-05-07) says customers in HV processes and CIS applications are 'increasingly turning to Chinese foundries for more stable pricing and capacity availability'. Niche memory: PSMC's September 2026 presentation claims shares of 71% in DRAM (≤1Gb) and 74% in pseudo SRAM (≤256Mb), citing 'Company data, Omdia, TrendForce'. No independent source confirming those shares was found. |
| Leadership | fast follower In its fastest-growing line MaxLinear is a second source. Deep Fundamental’s September 27, 2024 deep dive (https://deepfundamental.substack.com/p/deep-dive-optical-module-market) says “Marvell ($MRVL) and Broadcom ($AVGO) are two major suppliers of DSPs, with Marvell holding the top position in the market”, that “Coherent also sources heavily from Marvell, with Broadcom/ Maxlinear potentially serving as second supplier with 20-30% share”, and that MaxLinear offers “DSPs at about half the price of Marvell's if it can achieve a meaningful mass production volume of at least 100K units per month”. Keystone has since reached volume - management said on the Q2 2026 call that it “continues to ramp into high volume production at major hyperscale customers across U.S. and Asia” - but the 10-K names Broadcom, Qualcomm, Realtek, Skyworks, Credo, MediaTek, Marvell, MACOM, Texas Instruments, Analog Devices, Renesas, Microchip and Semtech as primary merchant competitors, and no third-party source found ranks MaxLinear first in any of its markets. | co leader Top-tier but shared: the 10-K reports 3.58 billion Family daily active people and $196.18 billion of 2025 advertising revenue, yet also states that TikTok has "reduced some users' engagement," that "each of Apple and Google have integrated competitive products with iOS and Android," and that Meta competes "with companies in the development and application of AI, particularly with respect to the development of frontier AI models." | at parity PSMC sits in a cluster of similar-sized foundries rather than leading any. TrendForce ranks it tenth in 1Q26 (foundry-only revenue of $386 million, a 0.8% share) and tenth in 2Q26 ($432 million). It is just behind Nexchip ($447 million), VIS ($451 million) and Tower ($460 million). Its own annual report puts it 'among the top ten wafer foundry companies worldwide, with a market share of approximately 1%'. |
| Pricing power | moderate Mixed. Gross profit has stayed in proportion through the cycle - the 10-K’s income statement shows $265,814 thousand on revenue of $467,641 thousand in 2025 - and the Q2 2026 release (https://www.sec.gov/Archives/edgar/data/0001288469/000128846926000050/a06302026exhibit991.htm) reports GAAP gross margin of 57.8% against 56.5% a year earlier, guiding Q3 to 57.0%-60.0%. But the 10-K says “From time to time, we have reduced the average unit price of our products due to competitive pricing pressures, new product introductions by us or our competitors, and for other reasons, and we expect that we will have to do so again in the future”, that under some distributor agreements “we provide protection for reductions in selling prices of the distributors' inventory”, and in optical DSPs it entered as the lower-priced challenger. | strong Ad-auction pricing, not list prices: the 10-K reports "the average price per ad increased by 9%" in 2025 after "an increase of 10% in 2024," driven by "an increase in advertising demand," alongside worldwide ARPP of $57.03 (+15%) and a 52% Family of Apps operating margin. The filing notes the gain was "partially offset by a higher number of ad impressions delivered ... in products, such as Reels, that monetize at lower rates." | weak PSMC is raising prices now, but on a memory shortage after a year of gross losses. The 2025 annual report shows a gross loss of NT$1,536,997 thousand. TrendForce (2026-04-22, citing Liberty Times) reports that PSMC 'sharply raised DRAM foundry pricing in March', raised NAND wafer start prices in April, and lifted 8-inch prices 'by an average of around 10% month over month since March'. President Martin Chu said logic price increases 'are likely to remain far more moderate than the sharp hikes seen in memory'. He tied the memory upswing to 'a structural supply deficit through the second half of 2026', which is a cyclical driver. |
| Summary | MaxLinear is a fabless designer of RF, analog and mixed-signal communications SoCs whose core skill, per its FY2025 10-K, is combining broadband RF and analog front ends with digital signal processing in standard CMOS. It sells into broadband access (cable, fiber PON and DSL gateways - approximately 44% of 2025 net revenue), home connectivity (Wi-Fi, MoCA, G.hn and Ethernet), wired and wireless infrastructure including optical data-center DSPs, and industrial and multi-market interface and power products. After a downturn that took revenue from $693,263 thousand in 2023 to $360,528 thousand in 2024, the AI optical ramp is turning it around: the Q2 2026 release reports revenue of $168,847 thousand, up 55% year over year, with the infrastructure business up 145% on the Keystone PAM4 DSP ramp for 800G, and management raised its 2026 optical data-center revenue outlook to $210 million-$230 million on the call. The moat question is whether that growth rests on anything durable. In optical DSPs MaxLinear entered as a lower-priced second source to Marvell; elsewhere it competes with Broadcom, Qualcomm, Realtek and MediaTek, which can integrate the functions it sells; customers are concentrated; and the 10-K still carries the Silicon Motion arbitration over its terminated merger, whose outcome it says it cannot predict. On this record MaxLinear is a technically capable challenger without a moat. | Meta's advantage is the size of the user-advertiser-developer network it monetizes, not proprietary technology: 3.58 billion daily active people across the Family of Apps produced $196.18 billion of 2025 advertising revenue at a 52% segment operating margin, and the 10-K attributes 2025's 9% rise in average price per ad to "an increase in advertising demand, which we believe is mostly due to ongoing improvements to our ad performance from our ad targeting and measurement tools." The filing is equally explicit about what limits that network: TikTok has "reduced some users' engagement," Apple's iOS changes "limit our ability ... to target and measure ads effectively," the April 2025 European Commission decision against its "subscription for no ads" model pushed EU users onto less personalized ads that are "less relevant and effective," and the FTC is seeking divestiture of Instagram and WhatsApp. Reality Labs, the intended next platform, lost $19.19 billion in 2025 on $2.21 billion of revenue and is expected "to continue to operate at a loss for the foreseeable future." | PSMC is a Taiwanese foundry with two 8-inch and three 12-inch fabs in Hsinchu and Zhunan. It has three businesses: memory foundry (niche DRAM, SLC NAND and NOR flash), specialty logic (PMICs, power discretes, high-voltage display drivers, CMOS image sensors) and a newer '3D AI foundry' (wafer-on-wafer stacking, interposers, silicon capacitors and HBM post-wafer finishing). In Q2 2026, memory was 52% of revenue, logic 42.6% and 3D AI 5.4%, per its September 2026 presentation. 2025 was a loss year. Revenue rose 4% to NT$46.7 billion, but the company lost NT$7.8 billion as the new Tongluo fab failed to reach scale. 2026 has turned on prices. Q2 2026 revenue was NT$17,291 million, up 53% YoY, with foundry utilization of 87% against 75% a year earlier. TrendForce ranks PSMC tenth in 2Q26 with $432 million, noting that 'overall shipments increased only modestly' and that price increases drove the growth. The strategy is changing. PSMC sold the Tongluo site to Micron, and will provide HBM post-wafer finishing for Micron, with mass production expected in Q4 2027 (TrendForce, 2026-04-22). Its silicon capacitors are expected in Intel's EMIB packaging, according to PSMC. The verdict is no moat. PSMC is a mature-node foundry whose 2026 profits reflect a memory-price cycle after a loss-making 2025, and Chinese foundries compete with it on price. |
| Chain position | MaxLinear sells chips, much of it through Asian distributors, ODMs and module makers - products shipped to Asia were 82% of 2025 net revenue, including 49% to Hong Kong - that build cable modems, PON terminals, Wi-Fi gateways, base-station radios and optical transceivers for operators and hyperscale data centers. In the AI chain it sits beside the optical-module makers as a DSP supplier, competing with Marvell and Broadcom and, at vertically integrated module makers, with internally supplied components. | Demand-side anchor of the AI build-out: the 10-K reports $72.22 billion of 2025 capital expenditures and says Meta has "designed and built our own data centers and key portions of our technical infrastructure," funded entirely by the advertising business. | Upstream foundry for fabless memory and specialty-logic designers. Fabless customers were 90% of Q2 2026 sales. It also provides silicon capacitors, interposers and HBM post-wafer finishing to AI packaging supply chains. |
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| Long-horizon vote | +0.01 at weight 0.20 · swarm neutral Editorial prior, not backtested. | +0.17 at weight 0.20 · swarm neutral Editorial prior, not backtested. | -0.06 at weight 0.20 · swarm neutral Editorial prior, not backtested. |