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.
| MongoDB | MaxLinear | ASM International | |
|---|---|---|---|
| Moat rating | narrow The FY2026 10-K frames a 'rapidly evolving and highly competitive' database market where the principal rivals — 'legacy database providers and large cloud providers' — hold explicit advantages: 'longer operating histories, more established relationships … significantly greater financial, technical, marketing or other resources … broader global distribution,' and can offer competing products 'at a low cost or no cost.' A developer-mindshare and switching-cost position is defensible but not wide against that field. | 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 2025 annual report (published 2026-03-12) says 'ASM is the leader in the fast-growing single-wafer ALD market – with a market share of 55%+ (ASM estimate, Investor Day 2025)'. It says ASM 'maintained leadership with our market share surpassing 55%' as the industry moved from FinFET to GAA. And it says that 'Based on the breadth of our R&D engagements and critical production-tool-of-record (PTOR) selections already secured in 2025, we expect to at least maintain our market share' into the 1.4nm node. The Q2 2026 results (https://www.asm.com/media/y0mkxj21/20260728-asm-reports-second-quarter-2026-results.pdf) say the 1.4nm node is on track for its first meaningful contribution in the second half of 2026, 'reflecting increased market share gains in both ALD and Epi'. 2025 gross margin was 51.8%. That is a strong, profitable position, but every share figure behind it is ASM's own estimate or expectation, and no independent share source supports it, so the rating is narrow rather than wide. The exposures also weigh: the five largest customers took about 53.6% of 2025 revenue and China more than 30%, and the report describes the main competitors as 'much larger companies from the United States and Asia'. |
| Moat type | switching costs A database is the system an application is built on: the 10-K states 'a database directly impacts an application's performance, scalability, flexibility and reliability,' and Atlas is 'our managed multi-cloud database-as-a-service' running the customer's live workloads — re-platforming a database is a rewrite, not a swap. | 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. | intangibles ip The report grounds the ALD lead in accumulated process know-how and patents rather than unit cost: 'ASM has the broadest portfolio of ALD products with innovative ALD reactor designs. Our strength in chemistries and applications using new materials means our customers can meet advanced node technology challenges.' It also cites a LexisNexis PatentSight study finding that 'ASM holds a strong and impactful patent portfolio on its core strength of ALD as measured by both Competitive Impact and Patent Asset Index'. Switching friction reinforces this. Tools enter fabs through PTOR selection, the report notes that 'Failing a customer during a production ramp could create significant problems for them', and installed systems are supported 'with a view to having them in production 24/7 for 20+ years'. But ASM wins those PTOR slots node by node on process capability, which makes IP the primary source. |
| Leadership | co leader The 10-K positions MongoDB as the leading document database by developer mindshare but names 'legacy database providers and large cloud providers' as better-resourced rivals across the broader database market — a category leader within a market it does not lead overall. | 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 In single-wafer ALD, which is more than half of equipment sales, the report calls ASM 'the leader' with a 55%+ share. That share is ASM's own estimate; the Investor Day 2025 deck (https://www.asm.com/media/m3jhkm12/asm_investor_day_2025.pdf) sources it to 'ASM internal analysis and TechInsights'. With no independent share source, the band is held at co_leader rather than clear_leader. ASM does not lead every line: 'ASM has the number two share in the Epi equipment market', and in PECVD and vertical furnaces it is 'focused on niche portions of the market'. |
| Pricing power | moderate Owning the IP and the roadmap ('the determination of which features are included in our free or paid offerings') gives real list-price control, but the same filing flags competitors offering database products 'at a low cost or no cost basis,' which caps it. | 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. | moderate Gross margin rose from 50.5% to 51.8% in 2025 and was 51.9% in Q2 2026. But the report attributes the 2025 gain to 'a very strong mix, including a continued solid contribution from the Chinese market' and to efficiency programs, not to price. It targets a range of 47% to 51% for 2026-2030, and the Q2 2026 release expects full-year 2026 gross margin 'to be around 51%'. Buyers are concentrated: the 10 largest customers were about 72.3% of 2025 revenue, the five largest about 53.6%, and two customers each contributed more than 10% of total revenue. |
| Summary | MongoDB monetizes developer mindshare that began as open source: the 10-K notes 'we own the intellectual property of our offerings since we are the creators of the software,' which lets it run a 'proprietary software subscription business model' and control the roadmap. The durable asset is the document-model install base and Atlas's managed multi-cloud workloads, positioned for AI as 'the underlying database … capable of processing queries against rich and complex data structures.' The counterweight, in the filing's own words, is that the large cloud providers it depends on for Atlas hosting are also its best-resourced competitors. | 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. | ASM International, headquartered in the Netherlands, makes wafer-processing equipment with a focus on deposition: single-wafer ALD, silicon epitaxy, PECVD, vertical furnaces, silicon-carbide epitaxy and, since its acquisition of Axus in December 2025, CMP. Spares & Services made up 23% of 2025 revenue. ALD is the core. It was the largest product line, 'clearly accounting for more than half of our equipment sales', and ASM estimates its single-wafer ALD share at 55%+. The report frames ALD as increasingly necessary, saying 'ALD is the only deposition technology capable of meeting the coverage and film-property requirements for complex 3D structures', and expects ALD layers to grow in GAA transistor stacks, backside-power architectures and future 4F² DRAM. Epitaxy is the second-largest line: the report says ASM holds the number two share there and lifted its leading-edge share from 12% in 2020 to 25% in 2024, both by ASM's own figures. 2025 revenue reached a record €3.2 billion at a gross margin of 51.8%; per the Q2 2026 results, Q2 2026 revenue was €1,003 million at 51.9%. The exposures are customer concentration (the five largest customers were about 53.6% of 2025 revenue), geography (Asia was 80% of revenue and China more than 30%), and export restrictions that the report says are 'impacting our ability to sell and service systems in certain jurisdictions and for certain customers'. |
| Chain position | Layer-10 application-layer data platform — the operational database under AI and general software workloads. | 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. | Upstream wafer-fab-equipment supplier to logic/foundry and memory chipmakers. 'The leading-edge logic/foundry market was the main growth driver for ASM, on the back of 2nm investments' in 2025, advanced-node DRAM was the largest part of memory sales, and Asia was 80% of revenue. |
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| Long-horizon vote | +0.13 at weight 0.20 · swarm neutral Editorial prior, not backtested. | +0.01 at weight 0.20 · swarm neutral Editorial prior, not backtested. | +0.13 at weight 0.20 · swarm neutral Editorial prior, not backtested. |