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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.

comparing MediaTek×MACOM Technology Solutions×Modine Manufacturing× maximum of 3 — remove one to swap
MediaTek 2454.TW ai moat: latest change 2026-07-31 MACOM Technology Solutions MTSI ai moat: latest change 2025-11-14 Modine Manufacturing MOD ai moat: latest change 2026-05-27
Moat rating narrow

Counterpoint's public quarterly AP-SoC table, published 8 September 2026, shows MediaTek first in all ten quarters it covers (Q1 2024 through Q2 2026), never below 31%, with the nearest rival never above 30% -- a sustained position, not one good quarter. What the same table does not show is a widening one: the share oscillates inside a 31% to 41% band, the Q1 readings step down 41% (2024), 38% (2025), 33% (2026), and the 31% of Q2 2026 matches the lows already set in Q4 2024 and Q4 2025 rather than breaking them; Q2-on-Q2 the series runs 34%, 36%, 31%. Counterpoint also records MediaTek's shipments down more than 30% year-over-year in the quarter, the mainstream and entry tiers hit by the memory shortage and the premium tier by a 'slowdown in sales of Dimensity 9000 series powered devices.' MediaTek's own 2Q26 remarks show the gross line holding and the operating line not: gross margin 46.2%, down only 0.1 percentage points sequentially and guided at 46% plus or minus 1.5 for Q3, while operating income fell 22.2% year-over-year on revenue up 1.2% as operating expenses rose to NT$47.4 billion from NT$44.5 billion. A first place held for ten quarters without extending it, and earning less on it, is defensible rather than compounding.

source: mediatek.com

narrow

MACOM’s FY2025 10-K describes advantages that are real but contested. On the durable side: a catalog of “thousands of standard and custom devices” serving “over 6,000 end customers”; its own compound-semiconductor fabs (GaAs, GaN and InP) in Lowell, Research Triangle Park, Ann Arbor and Limeil-Brévannes; a Lowell fab accredited by the U.S. Department of Defense with “Trusted Foundry” status, in markets where “a domestic fabrication facility may be a requirement to be a strategic supplier”; and product life cycles of five to ten years, “with some of our products generating revenue for over 20 years”. On the limiting side, the same filing calls its markets “highly competitive”, names ADI, Broadcom, Credo, Marvell, MaxLinear, Microchip, NXP, Qorvo, Semtech, Skyworks and Sumitomo among its significant competitors, “some of whom have greater financial resources and scale than us”, adds “increased competition from Chinese companies”, sells “primarily on a purchase order basis” with no minimum purchase commitments, and warns that “the ASPs of our products may decrease over time”. Its income statement reports gross profit of $385,797 thousand on revenue of $648,407 thousand in fiscal 2023, $393,773 thousand on $729,578 thousand in fiscal 2024 and $529,002 thousand on $967,258 thousand in fiscal 2025. Process know-how and defense accreditation that larger rivals can contest, product generation by product generation, is a narrow moat rather than a wide one.

source: sec.gov

none

Modine's FY2026 Form 10-K (fiscal year ended 31 March 2026, filed 2026-05-27 as EDGAR accession 0001104659-26-066795; read from the copy on Modine's investor-relations site) describes competitive markets and no structural protection. It says "Most of our products are sold in competitive markets", that "pricing pressures from our customers and pricing actions of our competitors" may "require us to adjust the prices of products to stay competitive", that it experiences "competition from companies in other parts of the world that enjoy economic advantages, such as lower labor costs", and that if it cannot differentiate with technology "we may experience price erosion, lower sales, and lower profit margins." Stored fundamentals from Modine's 10-Ks show gross profit of $365.5 million on $2,212.7 million of revenue in fiscal 2019 and $389.4 million on $2,297.9 million in fiscal 2023; the FY2026 10-K reports gross margin of 24.9 percent for fiscal 2025 and 23.0 percent for fiscal 2026, and the Q1 fiscal 2027 release (2026-07-29) reports 20.8 percent. Customers are concentrated: the ten largest were 49 percent of fiscal 2026 net sales and "one global technology customer" about 11 percent. The strongest counter-evidence is in data centres, where on the Q4 fiscal 2026 call (https://s205.q4cdn.com/270741342/files/doc_financials/2026/q4/Modine_Transcript-Q4-FY26.pdf) the CEO announced an agreement under which "we will guarantee capacity to supply more than 4 billion of data center cooling products during calendar years 2027 through 2029"; but that is a capacity commitment to one existing customer, and the CFO added "Short of an LTA, we don't have multiyear POs. And what this one did is it gave us a really high confidence in a big portion of our two-, three-year outlook." Fast growth in a capacity-short market, without a protected position or a durable margin premium, is not shown to be a moat, so the band is none.

source: d18rn0p25nwr6d.cloudfront.net

Moat type intangibles ip

MediaTek manufactures nothing itself -- its 2Q26 remarks describe 'deep design-technology co-optimization (DTCO) with TSMC' and close collaboration with advanced-packaging partners -- so the durable asset cannot be plant scale, and the remarks do not claim customer lock-in either. They locate it in a reusable design library: 'Building on our industry-leading IP portfolio, we offer best-in-class, pre-validated subsystems solutions for memory, I/O, and connectivity' -- which, the company says, 'largely reduces design complexity and shortens time to market for our data center customers'. The same remarks itemise 448G SerDes with a Co-Package Copper system solution, CPO development on TSMC's COUPE platform, and an end-to-end 3.5D platform with 'best-in-class 3.5D IP, packaging, and design flows,' and say design wins come 'backed by our industry-leading IPs, deep ecosystem partnerships, and proven execution capabilities'. The spending behind that library shows in the cost line: operating expenses of NT$47.4 billion in the quarter against NT$44.5 billion a year earlier, with the Q3 operating expense ratio guided at 31% plus or minus 2 points. It is the same library MediaTek re-amortises across mobile, edge and now data-center ASIC.

source: mediatek.com

intangibles ip

The FY2025 10-K places the advantage in process and design know-how: “We continue to invest in proprietary processes, circuit design and packaging technologies”, “we utilize a broad array of internal, proprietary process technologies and commercially available foundry technologies”, and U.S.-based wafer fabrication “enables us to offer proprietary processes” and provides “a domestic source for U.S. I&D customers”. The filing itself says patents matter less than people: MACOM held 729 U.S. and 497 foreign issued patents as of October 3, 2025, but “we believe that our future success will be determined by the innovation, technical expertise and management abilities of our engineers and management more than by patent ownership”. Switching costs are the weaker candidate: long product life cycles help in Industrial & Defense, but sales are made on purchase orders and new business must be won through “a competitive selection process to develop semiconductors for use in our customers' systems, known in the industry as a ‘design win.’”

source: sec.gov

none

No moat source is demonstrated in the filings. The 10-K says "our business as a whole is not materially dependent upon any particular patent or license, or any particular group of patents or licenses", although Item 1A says intellectual property "plays an important role in maintaining our competitive position in a number of the markets we serve." Switching costs are the closest candidate: the 10-K says customers ask Modine, "as well as their other primary suppliers", for R&D, design and validation support, and on the Q1 fiscal 2027 call (https://s205.q4cdn.com/270741342/files/doc_financials/2027/q1/Modine_-Transcript-Q1-FY27.pdf) the CEO described a product designed with a specific hyperscaler "in probably the third iteration of the design cycle". But the same 10-K says "Generally, we supply products to our customers on the basis of individual purchase orders received from them", that long-term sales agreements are "typically three to five years in duration", and that its 80/20 pricing strategy "may result in a lower overall win rate for new business", which describes contestable rather than locked-in business. Scale is not claimed as an advantage either: the company competes with "many manufacturers of heat transfer and HVAC&R solutions, some of which are divisions of larger companies". The type is none.

source: d18rn0p25nwr6d.cloudfront.net

Leadership co leader

Counterpoint has MediaTek ahead of every rival in all ten quarters of its public table -- 31% against Qualcomm's 23% and Apple's 19% in Q2 2026 -- but that count covers smartphone application processors only, and MediaTek's 2Q26 remarks put mobile phone at 41% of group revenue, no longer its largest business. Smart Edge Platforms is larger at 53%, and while the remarks claim 'continued market share gains across connectivity, computing and automotive products', no independent count of those positions appears in the sources used here. In data center MediaTek holds nothing yet: production of its first AI accelerator ASIC is scheduled for the fourth quarter of 2026, and 15% to 20% is a 2027 target raised from 10% to 15% a quarter earlier. Inside its core market the flagship tier is a stated plan rather than a claimed position -- a 2nm SoC launching in the third quarter and, 'together with ongoing engagements with global players, we will increase our presence continuously in the flagship smartphone market in 2027' -- while Counterpoint records MediaTek's premium-tier shipments declining on a 'slowdown in sales of Dimensity 9000 series powered devices.'

source: mediatek.com

fast follower

The only independent ranking found is for the optical analog line. Deep Fundamental’s “Deep Dive: Optical Module Market” of September 27, 2024 (https://deepfundamental.substack.com/p/deep-dive-optical-module-market) states “In the driver/TIA market, Marvell ($MRVL) and Macom ($MTSI) are the dominant players, especially in the high-end 400G+ segment” and “in the LPO market, Macom holds a significant advantage, largely because Marvell, strong in DSP, tends to promote solutions that include DSP”. That is a shared front rank, from an equity-research newsletter rather than a market tracker, and now two years old. MACOM’s own FY2025 10-K claims no rank - it says “We believe that we compete favorably” - and names significant competitors from ADI and Broadcom to Marvell and Sumitomo, “some of whom have greater financial resources and scale than us”. No third-party ranking was found for the Industrial & Defense or Telecom lines. A two-year-old newsletter covering one of three segments cannot carry a company-wide co-leader call, so the band is fast follower.

source: sec.gov

fast follower

The 10-K gives no share or rank and names no competitor; it says only "We compete with many manufacturers of heat transfer and HVAC&R solutions, some of which are divisions of larger companies." The independent view is Dell'Oro Group's 3Q 2025 data center physical infrastructure release (2025-12-10, https://www.delloro.com/news/data-center-physical-infrastructure-market-expands-18-percent-y-y-in-3q-2025/), which grouped Modine with rising entrants: "Emerging competitors continued to gain momentum, with Aaon scaling its data center thermal business by an order of magnitude within a few quarters, supported by a very healthy backlog as hyperscalers broaden their supplier base. Modine also strengthened its position, securing notable hyperscale wins that reinforce its rising relevance in large AI campus deployments." On the Q4 fiscal 2026 call the CEO said "From a market demand standpoint, we're in a great competitive position", which is the company's own view. A supplier gaining ground with hyperscalers, described by a tracker as of rising relevance rather than as a leader, is a fast follower.

source: d18rn0p25nwr6d.cloudfront.net

Pricing power moderate

The 2Q26 remarks describe price as cost pass-through rather than capture: 'As rising costs across the supply chain have become an industry-wide reality, we are taking pricing actions to ensure these increases are appropriately reflected in our product pricing', with the full-year aim, 'through our disciplined pricing strategy', to 'deliver our full year gross margin within the current quarter guidance range' -- holding a band, not widening it. The realised figures show that defence working: gross margin 46.2%, down 0.1 percentage points sequentially, with Q3 guided at 46% plus or minus 1.5 points. The 2.9-point year-over-year decline is not an erosion rate; the company states it 'was mainly due to a one-time benefit in the year-ago quarter.' Holding a mid-40s gross margin through a market the company expects to decline 'by about 15% in units this year' is genuine discipline, but passing rising costs through to defend a guided band is not the ability to price above it.

source: mediatek.com

moderate

The FY2025 10-K says “the ASPs of our products may decrease over time, and we must introduce new products that can be manufactured at lower costs or that command higher prices based on superior performance to offset price erosion”. On inflation it says MACOM has “generally been able to offset increases in these costs through various productivity and cost reduction initiatives, as well as adjusting our selling prices to pass through some of these higher costs to our customers; however, our ability to raise or maintain our selling prices depends on market conditions and competitive dynamics.” Margins have risen with the Data Center mix: the fiscal Q3 2026 earnings release (https://www.sec.gov/Archives/edgar/data/0001493594/000149359426000036/ex99_1earningsreleaseq3fy26.htm) reports GAAP gross margin of 58.3%, compared to 55.3% a year earlier, and guides fiscal Q4 adjusted gross margin to between 60.0% and 61.0%. The release does not say how much of that is price rather than mix or fab utilisation.

source: sec.gov

weak

The filing describes price as something Modine defends rather than sets. Item 1A says "Our sales levels and margins could be adversely affected by pricing pressures from our customers and pricing actions of our competitors", and that its 80/20 pricing strategy, with "clear, strategic profit margin targets for new sales", "may result in a lower overall win rate for new business." Cost recovery is mechanical and lagged: contract adjustments are "limited to the underlying cost of the material", "typically do not include related metals premiums or fabrication costs", and can take "a three-month to one-year lag"; on the Q4 fiscal 2026 call the CFO said "we'll recover tariffs through surcharges and mitigate increasing metals prices with pricing mechanisms in our customer contracts." The fiscal 2025 margin gain in Climate Solutions came "primarily due to favorable sales mix and the favorable impact of commercial pricing settlements"; company gross margin then fell 190 basis points to 23.0 percent in fiscal 2026 and was 20.8 percent in Q1 fiscal 2027 (https://s205.q4cdn.com/270741342/files/doc_financials/2027/q1/Modine-Reports-First-Quarter-Fiscal-2027-Results.pdf). On the Q1 fiscal 2027 call the CEO said the company is "taking decisive pricing actions to offset inflationary cost increases, including materials and tariffs", which is cost recovery, not evidence of a price premium.

source: d18rn0p25nwr6d.cloudfront.net

Summary

MediaTek is the largest supplier of smartphone application processors by units and has been for as long as Counterpoint's public quarterly table runs. Across all ten quarters it covers, Q1 2024 through Q2 2026, MediaTek is first every time and never below 31%, while the nearest rival never clears 30%; in Q2 2026 it holds 31% against Qualcomm's 23%, Apple's 19%, UNISOC's 13%, Samsung's 9% and HiSilicon's 5%. That is a real, independently counted position, and it is the only part of MediaTek's business for which such a count exists in the sources used here. The same table is the clearest evidence that the position is being defended rather than extended. MediaTek's share moves inside a 31% to 41% band across the ten quarters, and the top of that band has come down -- 41% in Q1 2024, 38% in Q1 2025, 33% in Q1 2026 -- while the 31% of Q2 2026 matches the lows already set in Q4 2024 and Q4 2025 rather than breaking them; measured like for like against the same quarter a year earlier the series runs 34%, 36%, 31%. Counterpoint records MediaTek's shipments falling more than 30% year-over-year in the quarter -- hit in the mainstream and entry tiers by the memory shortage, and in the premium tier by a slowdown in Dimensity 9000 series devices -- while Samsung's Exynos climbed to 9% on Galaxy S26 base variants and mid-tier A-series wins. MediaTek's own 2Q26 remarks show the gross line holding and the operating line not: gross margin of 46.2%, down 0.1 percentage points sequentially and guided at 46% plus or minus 1.5 for the third quarter, against operating income down 22.2% year-over-year on revenue up 1.2%, with operating expenses of NT$47.4 billion against NT$44.5 billion a year earlier. Unit leadership held while the return on it did not. What MediaTek re-uses is design IP. It manufactures nothing itself -- the remarks describe deep design-technology co-optimization with TSMC and close work with advanced-packaging partners -- and they locate the durable asset in a pre-validated library of memory, I/O and connectivity subsystems, 448G SerDes with a Co-Package Copper system solution, CPO development on TSMC's COUPE platform, and an end-to-end 3.5D platform. The spending behind that library is visible in the cost line: operating expenses of NT$47.4 billion in the quarter against NT$44.5 billion a year earlier, with the Q3 operating expense ratio guided at 31% plus or minus 2 points against a gross margin guided at 46% plus or minus 1.5 -- an operating cost base running near a third of revenue. That library is now pointed at two adjacencies. Smart Edge Platforms -- connectivity, computing, automotive and TV SoCs -- is now the larger business, at 53% of revenue in Q2 against mobile's 41%, and grew 26% year-over-year while mobile fell 20%. And the company says it has built its first AI accelerator ASIC for a major US cloud customer, with production scheduled for the fourth quarter of 2026. One adjacency is a target and one is a contribution, and this profile treats them as exactly that. The data center share figure of 15% to 20% is a 2027 target against a served market MediaTek itself sizes at US$80 billion, raised from 10% to 15% only one quarter earlier, and production of the first ASIC was still scheduled for the fourth quarter at the date of the remarks. The RTX Spark AI PC work is corroborated by NVIDIA's own announcement, which credits MediaTek with collaborating on the custom CPU design and contributing to its power efficiency, performance and connectivity -- but the superchip, its Grace CPU, its NVLink-C2C interconnect and its software stack are NVIDIA's, and the systems ship from PC makers, so what MediaTek holds is a design contribution rather than a franchise with a share to count. The claimed share gains in connectivity, computing and automotive carry no number and no third-party count. The honest reading is a company with one durable, independently verified franchise it is holding rather than extending, funding a credible but still unproven move into higher-value silicon on the strength of its IP portfolio.

MACOM is a broad-line analog, RF, microwave and optical semiconductor maker that, unusually for its size, runs its own compound-semiconductor fabs, including a Lowell, Massachusetts fab with Department of Defense “Trusted Foundry” accreditation. Its FY2025 10-K splits the business into Industrial & Defense (radar, electronic warfare, data links, SATCOM, medical and test and measurement), Data Center (TIAs, modulator drivers, lasers and photodetectors for 800G, 1.6T and 3.2T optical transceivers) and Telecom (long-haul and metro optics, 5G, SATCOM and FTTx/PON). The AI build-out has made Data Center the fastest-growing piece: the fiscal Q3 2026 10-Q (https://www.sec.gov/Archives/edgar/data/1493594/000149359426000038/mtsi-20260703.htm) reports Data Center revenue of $137,584 thousand for the quarter against $75,822 thousand a year earlier, out of total revenue of $342,237 thousand, and the accompanying release reports GAAP gross margin of 58.3%. An independent 2024 newsletter places MACOM with Marvell at the front of the optical driver/TIA market and ahead in linear-drive (LPO) optics. The moat stays narrow because each speed generation is re-won through design wins against larger rivals - the 10-K names ADI, Broadcom, Credo, Marvell, MaxLinear, Microchip, NXP, Qorvo, Semtech, Skyworks and Sumitomo, plus Chinese competitors - on purchase orders without minimum commitments, and the filing expects average selling prices to fall over time.

Modine makes thermal management products in two groups, per its FY2026 10-K: Climate Solutions (data centre cooling, heat transfer coils and coatings, refrigeration and power-generation coolers, and HVAC heating and indoor-air-quality products) and Performance Technologies (heat exchangers and cooling modules for vehicles, off-highway equipment and generator sets). Data centre products rose to 35 percent of fiscal 2026 net sales from 25 percent; they include chillers, dry coolers, precision air handling units, CRAC and CRAH units, fan walls, rear-door heat exchangers, coolant distribution units and immersion solutions, sold to hyperscale, colocation, NeoCloud and edge customers. Fiscal 2026 net sales were $3.2 billion, up 23 percent, and on the Q4 fiscal 2026 call the CEO said data centre sales "increased 73% to 1.1 billion" and announced a capacity agreement covering "more than 4 billion of data center cooling products during calendar years 2027 through 2029" with an existing customer. Modine plans to spin off Performance Technologies and combine it with Gentherm, which it expects to close by the end of calendar 2026, leaving a data centre and commercial HVAC company. An independent tracker, Dell'Oro Group (2025-12-10), described Modine among "emerging competitors" that "strengthened its position, securing notable hyperscale wins". The limits are in the 10-K and recent results: most products are sold "in competitive markets" under customer pricing pressure, the ten largest customers were 49 percent of sales, no single patent is material, and gross margin was 23.0 percent in fiscal 2026 and 20.8 percent in Q1 fiscal 2027, when the Data Centers segment's gross margin fell 960 basis points to 20.2 percent on capacity expansion costs and supply shortages. Strong demand and customer co-design are real, but the filings show no protected position or margin premium, so Modine is rated as having no moat.

Chain position

A fabless designer sitting between its customers and the TSMC-centred manufacturing chain. The 2Q26 remarks describe 'deep design-technology co-optimization (DTCO) with TSMC' and close work with advanced-packaging partners to build 'high-performance ASICs across a broad range of very-large chip sizes using CoWoS and EMIB-T technologies' at nodes down to 2nm, and say MediaTek creates 'significant value beyond semiconductor by orchestrating other key components throughout the supply chain such as memory and substrate' -- a coordinator role as much as a design one.

MACOM sells components that customers build into larger systems - the FY2025 10-K lists wireless basestations, high-capacity optical networks, data center networks, radar, medical systems, satellite networks and test and measurement. In the AI chain it sits upstream of optical-module makers, supplying TIAs, drivers, lasers and photodetectors for 800G and 1.6T transceivers. Sales to distributors were 32.3% of fiscal 2025 revenue, two resellers took 12.4% and 11.2%, and no direct customer reached 10%.

Modine supplies facility-level cooling for AI data centres, chiefly chillers and air handling units with a smaller CDU line; on the Q1 fiscal 2027 call the CEO said order growth came from "the three largest customers that we have that are hyperscaler and Neocloud", and the 10-K names one global technology customer at about 11 percent of fiscal 2026 sales.

Products (share / barrier)
Long-horizon vote +0.13 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

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+0.06 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

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-0.06 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

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