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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.

MACOM Technology Solutions MTSI ai moat: latest change 2025-11-14 Johnson Controls International JCI ai moat: latest change 2025-11-14 Cipher Mining CIFR ai moat: latest change 2026-02-24
Moat rating 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

narrow

Johnson Controls' FY2025 Form 10-K (fiscal year ended 30 September 2025, filed 2025-11-14) describes a real but bounded edge. On the advantage side it says "The Company's large base of current customers leads to significant repeat business for the maintenance, retrofit and replacement markets" and that it "is also able to leverage its installed base to generate sales for its service business"; Item 1A adds that its direct channel "creates a large installed base of our fire and security solutions and HVAC equipment, and creates opportunities for longer term service, monitoring, solutions and retrofit revenue over the lifecycle of the building." Stored fundamentals from the same 10-K show gross profit of $7,804 million on $22,331 million of revenue in fiscal 2023, $8,077 million on $22,952 million in fiscal 2024 and $8,592 million on $23,596 million in fiscal 2025. On the limiting side, the Competition section says the company works through contracts "either negotiated or awarded on a competitive basis", with price among the key award factors, names its larger competitors as Honeywell, Siemens Smart Infrastructure, Schneider Electric, Carrier Global, Trane Technologies, Vertiv, API Group and Daikin, and says it "competes in a highly fragmented building services market". Item 1A adds that backlog orders are a commodity-cost risk "as prices on such orders are typically fixed" and that reduced demand "may also erode average selling prices". An installed-base and service edge contested by several large peers is a narrow moat, not a wide one.

source: sec.gov

none

Cipher (renamed Cipher Digital Inc. on 20 February 2026) holds signed, credit-supported leases but has not yet shown that they amount to a durable advantage. Its 2025 Form 10-K (filed 2026-02-24) says "Through the end of 2025, our revenue has been derived from mining bitcoin". Its Q2 2026 business update (2026-08-04, Exhibit 99.1, https://www.sec.gov/Archives/edgar/data/1819989/000181998926000038/q226_earningsxprxdraftxvf.htm) reported "Q2 2026 Revenue of $25 million", and its first HPC rent began only in August 2026 at Black Pearl. The 10-K's own risk factors describe a contested market. They say "There has been an increasing number of businesses constructing HPC data centers, which has resulted in increasing competition and pricing pressure that may cause us to reduce our pricing in order to remain competitive", that "our data centers are single-tenant properties", and that lessees "will have the right to terminate the lease if there are significant delays in the completion of construction". At Barber Lake, where the 10-K targeted Phase I delivery "by September 30, 2026", a September 2026 amendment, made "In connection with change orders and the continued evolution of tenant requirements", moved data-hall deliveries to the fourth quarter of 2026 through the first quarter of 2027. Under it, Cipher "will bear the first $359.3 million of costs in excess of the initial budgeted amount" (2026-09-25). There is real counter-evidence: a 15-year Amazon lease, a Google-backstopped Fluidstack lease whose contracted life a "leading AI lab" extended to 20 years, and a third lease with an investment-grade hyperscale tenant. Until that capacity is delivered and paying rent, though, a moat is not shown, so the band is none.

source: sec.gov

Moat type 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

switching costs

The 10-K places the advantage in the installed base and the service relationship that follows it, not in patents: it says "no single patent, or group of patents, is critical to the success of the business", while "The Company's large base of current customers leads to significant repeat business for the maintenance, retrofit and replacement markets." Item 1A says "Unlike many of our competitors, we rely on a direct sales channel for a substantial portion of our revenue", which installs HVAC equipment the company manufactures and "creates opportunities for longer term service, monitoring, solutions and retrofit revenue over the lifecycle of the building." Services were 32% of fiscal 2025 sales from continuing operations, and remaining performance obligations of $22.7 billion include large contracts for hospitals, schools and other governmental buildings with "average initial contract terms of 25 to 35 years". On the Q2 fiscal 2026 call (2026-05-06, https://s21.q4cdn.com/502874060/files/doc_earnings/2026/q2/transcript/Q2-2026-Transcript.pdf) the CEO described a service sales pilot that began in West Florida and said it "led to tripling service agreements immediately following new chiller startup commissioning." Equipment that stays in a building for its life and pulls service, controls and retrofit work behind it is a switching-cost source.

source: sec.gov

none

No moat source is demonstrated yet. Switching costs are the most likely candidate, since the leases are long (15 years at Black Pearl; Barber Lake now a 20-year contracted life) and each site has a single tenant. But the 10-K says tenant guarantees "will only be effective after rent commencement under such leases and are subject to certain limitations", and by August 2026 rent had begun at only one site. The advantages the 10-K claims are the company's own. It speaks of "industry-leading expertise in originating and securing industrial-scale, greenfield data center sites" and of securing West Texas land "on more favorable terms than in more established data center markets". The same document says "there is significant competition for power capacity and energized facilities". Intellectual property is modest: "four granted United States patents and one issued patent in Taiwan". With 66 full-time employees, Cipher has no scale advantage over the competitors it names: CoreWeave, Digital Realty, Equinix, Vantage Data Centers and Aligned Data Centers.

source: sec.gov

Leadership 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 only independent evidence is dated and covers one end market: Omdia's data center cooling research on the 2023 market, as reported on 2024-06-19 (https://www.intelligentcio.com/north-america/2024/06/19/omdia-research-predicts-data-center-cooling-market-to-reach-16-87-billion-in-2028/), said "Vertiv, Johnson Controls and Stulz retained their top three positions – Vertiv notably gained 6% market share due to strong North American demand and cloud partnerships." Across buildings as a whole the leadership claims are the company's own: the 10-K calls it "a global leader in smart, healthy and sustainable buildings" with "leading positions in attractive and growing end-markets across HVAC, controls, fire, security and services", and on the Q2 fiscal 2026 call the CEO said demand was "led by data centers where we're holding a leading position". The 10-K's Competition section names Honeywell, Siemens Smart Infrastructure, Schneider Electric, Carrier Global, Trane Technologies, Vertiv, API Group and Daikin as larger competitors. That ranking describes the 2023 market, covers data-centre cooling only, lists Vertiv first and records Vertiv gaining share; no newer independent ranking was found, and the wider leadership claims are the company's own, so the band is fast follower rather than co-leader.

source: sec.gov

fast follower

No independent share or rank was found. The 10-K names CoreWeave, Digital Realty, Equinix, Vantage Data Centers and Aligned Data Centers as competitors, along with miners that have "signed leases with hyperscalers and HPC tenants": Hut 8, IREN, TeraWulf, Core Scientific and Applied Digital. Cipher has signed hyperscale-grade tenants (Amazon; Fluidstack with a Google backstop; a third investment-grade hyperscaler) but delivered its first HPC capacity only in August 2026 (Q2 2026 update). That makes it a fast follower. Its self-description as "a leading developer, owner, and operator of industrial-scale data centers" is the company's own claim and is not counted.

source: sec.gov

Pricing power 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

moderate

Price is contributing but bounded. In prepared remarks on the Q2 fiscal 2026 call (2026-05-06) the CFO said Americas adjusted segment EBITDA margin "improved 100 basis points to 19.5%, driven by higher volume and price realization", though in Q&A he said "a lot of that came from pure growth and leverage"; on tariffs he said "we'll be able to pass on some of that risk to pricing dynamics in the market." Stored fundamentals from the FY2025 10-K show gross profit of $7,804 million on $22,331 million of revenue (fiscal 2023), $8,077 million on $22,952 million (fiscal 2024) and $8,592 million on $23,596 million (fiscal 2025). The limits are in Item 1A: on backlog "prices on such orders are typically fixed; therefore, in the short-term, our ability to adjust for changes in certain commodity prices is limited"; "many of our customers permit quarterly or other periodic adjustments to pricing" but "we may bear the risk of price increases that occur between any such repricing"; and reduced demand "may also erode average selling prices". On the same call the CEO said that in security service "the balance between volume and price probably hasn't been appropriately been managed" and that it is "a little less differentiated, HVAC Applied being the most differentiated."

source: sec.gov

weak

The 10-K says competition "has resulted in increasing competition and pricing pressure that may cause us to reduce our pricing in order to remain competitive". It adds that if customers cut usage "we may be compelled to lower our prices or risk losing a significant customer". At Barber Lake, Cipher agreed to absorb "the first $359.3 million of costs in excess of the initial budgeted amount", with the tenant reimbursing "50% of any such costs above that amount" (2026-09-25, Exhibit 99.1, https://www.sec.gov/Archives/edgar/data/1819989/000181998926000043/barberlakeleaseamendmentpr.htm). Its one input-cost edge is specific to mining: Odessa's power costs about 2.8 c/kWh under the Luminant contract, available "until at least July 2027". A landlord that concedes cost overruns to its tenants has weak pricing power.

source: sec.gov

Summary

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.

Johnson Controls designs, manufactures, installs and services commercial HVAC equipment (YORK chillers, Silent-Aire air handling, Frick and Sabroe industrial refrigeration), building controls (Metasys, the OpenBlue software platform), and fire and security systems (Simplex, Grinnell, Ansul), after selling its residential and light commercial HVAC business to Bosch on 31 July 2025. Per its FY2025 10-K, products and systems were about 68% of fiscal 2025 sales from continuing operations and services 32%, backlog was $16.6 billion at 30 September 2025, and the company employed about 87,000 people. The 10-K's case for an edge is the installed base: a large direct channel installs the company's own equipment, which "leads to significant repeat business for the maintenance, retrofit and replacement markets". Data centres are where the business is growing fastest: Omdia research on the 2023 market, reported in June 2024, put Johnson Controls among the top three data-centre cooling suppliers with Vertiv and Stulz, and on the Q2 fiscal 2026 call the CEO said the coolant distribution unit (CDU) business "has just started to ramp" with about $100 million expected that year. The Q3 fiscal 2026 release (2026-07-29) reported organic orders up 27% and a backlog of $21.0 billion, with Americas orders up 37% "supported by sustained demand from data centers and other mission-critical environments". The limits are in the same 10-K: contracts are negotiated or competitively awarded with price among the factors, a long list of large competitors (Honeywell, Siemens, Schneider Electric, Carrier, Trane, Vertiv, API Group, Daikin), a highly fragmented services market, fixed prices on backlog, and the 10-K's own warning that liquid cooling is a technology it must keep pace with. On the Q2 call the CEO also said security service is "a little less differentiated" than applied HVAC. A lifecycle service edge on a large installed base, in markets shared with several large rivals, is a narrow moat.

Cipher built bitcoin mining data centres in Texas and is now developing single-tenant AI and HPC campuses for lease to hyperscalers. Its 10-K reports a portfolio of "4.2 gigawatts ("GW") of capacity across 10 sites". It lists a 15-year Amazon Web Services lease for about 300 MW of turnkey capacity at Black Pearl and a Fluidstack lease at Barber Lake (300 MW gross) under which Google "has agreed to backstop certain obligations of Fluidstack". It describes bitcoin mining at Odessa on a Luminant power contract at about 2.8 c/kWh. In 2026 it signed a third campus lease "with an investment-grade Hyperscale tenant" (Q1 2026 update, 2026-05-05), delivered first Black Pearl capacity in August "two months ahead of the original schedule" with rent commenced, and fully funded its Stingray development with a bond (Q2 2026 update). On 2026-09-25 it said Barber Lake's contracted life was extended from 10 to 20 years, taking contracted revenue at the site "from $3.8 billion to over $9 billion". The 10-K says Odessa was "the first bitcoin mining data center awarded the Management and Operations, or M&O, Stamp of Approval award from the Uptime Institute", which is independent recognition of how the company operates. Against this, the latest quarter's revenue was still bitcoin mining and fell to $25 million. The 10-K describes growing "competition and pricing pressure", single-tenant concentration, and termination rights for construction delays. The Barber Lake schedule was reset, and Cipher absorbs the first $359.3 million of cost overruns. Cipher's contracted pipeline is substantial, but a competitive advantage is not yet demonstrated, so it is rated as having no moat. That could change to narrow once its leased campuses are delivered and paying rent.

Chain position

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%.

Johnson Controls sits on the facility side of the AI build-out: the 10-K lists data centers among the customers of all three regional segments and under "Capitalize on Key Growth Vectors", and Item 1A names "cooling technology (including liquid cooling)" as a capability it must keep developing. On the Q2 fiscal 2026 call the CEO said its Silent-Aire air-handling franchise "is enjoying very healthy growth" even as liquid cooling is adopted, and that the CDU business "has just started to ramp".

Cipher develops single-tenant, powered data-centre campuses for hyperscale and AI tenants: Amazon at Black Pearl, Fluidstack (backstopped by Google) at Barber Lake, and an unnamed investment-grade hyperscaler at a third campus. Meanwhile it winds down bitcoin mining.

Products (share / barrier)
  • Building controls and OpenBlue digital platform Unknown · Moderate source: sec.gov
  • Building services (maintenance, repair, retrofit and replacement) Unknown · Moderate source: sec.gov
  • Commercial and industrial HVAC equipment and refrigeration Unknown · Moderate source: sec.gov
  • Data center cooling (YORK chillers, Silent-Aire air handling, CDUs) Top 3 · Moderate source: intelligentcio.com
  • Fire detection, fire suppression and security systems Unknown · Moderate source: sec.gov
  • Bitcoin mining (Odessa) Unknown · Low source: sec.gov
  • HPC data center leasing (Black Pearl, Barber Lake, Stingray) Challenger · Moderate source: sec.gov
Long-horizon vote +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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-0.06 at weight 0.20 · swarm bearish

Editorial prior, not backtested.

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