Skip to content

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.

comparing Trane Technologies×Adobe×Cerebras Systems× maximum of 3 — remove one to swap
Trane Technologies TT ai moat: latest change 2026-02-05 Adobe ADBE ai moat: latest change 2026-01-15 Cerebras Systems CBRS ai moat: latest change 2026-05-14
Moat rating narrow

Trane's FY2025 Form 10-K (filed 5 February 2026) makes exactly one rank claim about itself and it is hedged: 'We are one of the leading manufacturers in the world of HVAC systems and services and transport temperature control products and services'. It sits inside a Competitive Conditions section that opens 'Our products and services are sold in highly competitive markets throughout the world', describes 'a wide variety of competitors that vary by product line and services' including 'well-established regional or specialized competitors, as well as larger U.S. and non-U.S. corporations or divisions of larger companies', and names price first among 'the principal methods of competition in these markets', ahead of quality, delivery, service and support, technology and innovation. The risk factors push the same way: 'The markets that we serve are highly competitive', 'consolidation and new entrants (including non-traditional competitors) within our industries' 'could result in increased competition and pricing pressures', Trane competes 'with large companies and with smaller, local operators who may have customer, regulatory or economic advantages in the geographies in which they are located', and 'some of our competitors may employ pricing and other strategies that are not traditional'. What the filing does evidence is an advantage that gets paid for: 2025 net revenues of $21,321.9 million, up 7.5% from $19,838.2 million, of which the company's own bridge assigns 3.0 points to pricing; gross margin up 50 basis points to 36.2%; operating income of $3,967.4 million, 18.6% of revenues; and firm backlog up to $7,769.4 million from $6,747.7 million. But that advantage is not uniform in the same document: the EMEA pricing component was (0.3)% and its segment adjusted EBITDA margin fell 150 basis points to 18.3%, and Asia Pacific organic revenue fell 2.5% on 'lower volumes in China'. A position the company itself will only call 'one of the leading', defended in markets it calls highly competitive and priced unevenly across its three segments, is protection that is real but bounded.

source: sec.gov

narrow

The FY2025 10-K's own Competition section says the markets for Adobe's solutions are characterized by 'limited barriers to entry, short product lifecycles, customer price sensitivity ... and the frequent entry of new solutions or competitors', and Item 1A adds that Adobe 'face[s] increasing competition from companies offering generative and agentic AI solutions, including but not limited to prompt-based and multi-modal creation and editing, document productivity and understanding' - the two categories that carry the Digital Media segment. That disclosed contestability caps the moat below wide, while the same filing's industry-standard app designations and 89% consolidated gross margin keep it well above none.

source: sec.gov

narrow

One-of-a-kind silicon sold to very few buyers: the IPO prospectus discloses G42 at 24.0% of 2025 revenue (85.0% in 2024), MBZUAI at 62.0% of 2025 revenue, and a December 2025 MRA with OpenAI representing 'a substantial portion of our projected revenues over the next several years' — against a competitive field the same document names as NVIDIA, AMD, Intel, hyperscaler accelerators and the major clouds.

source: sec.gov

Moat type switching costs

The filing rules out the obvious alternative in its own words. Item 1's Patents and Licenses paragraph says the Company 'does not consider any single patent, trademark, copyright, trade secret, proprietary technology, technical data, business process or any other confidential information (or any related group of any such items) to be of material importance to any segment or to the business as a whole', and the matching risk factor is blunter: 'we do not believe that our business is materially dependent on a single intellectual property right or any group of them. In our opinion, engineering, production skills and experience are more responsible for our market position than our patents and/or licenses.' That is a company disclaiming an IP moat. Where the 10-K does locate durability is the installed equipment and the channel wrapped around it. The overview frames the entire growth plan that way - 'As an industry leader with an extensive global install base, our growth strategy includes expanding recurring revenue through services and rental options' - the principal products and services table carries 'Service agreements', 'Repair and maintenance services', 'Parts and supplies (aftermarket and OEM)' and 'Rental services' alongside the equipment itself, the Distribution paragraph puts U.S. sales through Trane's own 'branch sales offices, distributors and dealers across the country' and non-U.S. sales through 'numerous subsidiary sales and service companies with a supporting chain of distributors throughout the world', and the accounting policy confirms the contracts are multi-period: 'For extended warranties and long-term service agreements, revenue for these distinct performance obligations are recognized over time on a straight-line basis over the respective contract term.' Long-lived equipment serviced under term agreements by the manufacturer's own branches is the asset this filing keeps pointing at, which is why the moat is read as an installed-base tie rather than a patent estate.

source: sec.gov

switching costs

The 10-K frames Adobe's differentiation as an integrated ecosystem the customer's work lives inside: Creative Cloud Pro subscribers get 'cloud storage to easily sync, access, collaborate and share their work, files and assets', the AI platform offers a choice of models 'without the friction of switching between workflows and platforms', and on the enterprise side 'Our competitive differentiation comes from the increased value we provide customers by integrating the Adobe Experience Platform with our comprehensive set of solutions'. 96% of FY2025 revenue is subscription, with $22.52B of remaining performance obligations, up 13% year over year.

source: sec.gov

intangibles ip

Wafer-scale integration is the moat's substance: the prospectus contrasts the WSE-3's 4 trillion transistors on 46,225 mm² of silicon with NVIDIA's B200 at 208 billion on roughly 1,600 mm² — a commercial chip category with one occupant.

source: sec.gov

Leadership co leader

The company's own claim is comparative but never exclusive: 'We are one of the leading manufacturers in the world of HVAC systems and services and transport temperature control products and services' - one of, with no rank, no share figure and no competitor named anywhere in the filing. Competitive Conditions sets that against 'well-established regional or specialized competitors, as well as larger U.S. and non-U.S. corporations or divisions of larger companies', and the risk factors add that Trane competes 'with large companies and with smaller, local operators who may have customer, regulatory or economic advantages in the geographies in which they are located'. The scale behind the claim is substantial and disclosed - $21,321.9 million of 2025 net revenues, products sold in approximately 100 countries, backlog of $7,769.4 million - but the 10-K never asserts the top position in any market it serves.

source: sec.gov

clear leader

In the segment that is 74% of FY2025 revenue ($17.65B of $23.77B) the 10-K asserts leadership outright: Illustrator 'our industry-standard vector graphics app', After Effects 'our industry-standard motion graphics and visual effects app', Acrobat 'a leading document productivity app', and 'category and brand leadership' in the Competition section. The claim does not extend to the whole company - the same section says the marketing solutions 'face broad competition from large, established enterprise software and cloud companies'.

source: sec.gov

clear leader

Scoped to the category the record supports: wafer-scale integration has no other commercial occupant per the prospectus's own comparison, and the Q2 release claims — attributed, via AMD and AWS partnerships — leadership in disaggregated inference, a technique the prospectus defines.

source: sec.gov

Pricing power moderate

Price is a separately disclosed component of growth in this filing and it is positive: of the 7.5% increase in 2025 net revenues, the company's bridge assigns 3.0% to pricing against 3.2% volume, 0.8% acquisitions and 0.5% currency, and gross margin rose 50 basis points to 36.2% 'primarily due to gross productivity and price realization, partially offset by inflation'. In the Americas the price component was 3.8% of an 8.0% revenue increase, and that segment's adjusted EBITDA margin rose 70 basis points to 21.6% 'primarily due to price realization and gross productivity, partially offset by inflation and continued business reinvestment'. What holds the band below strong is in the same bridge and the same risk factors: EMEA pricing was (0.3)% and its segment margin fell 150 basis points to 18.3%; Asia Pacific pricing was 0.4% on organic revenue down 2.5%; consolidation and new entrants 'could result in increased competition and pricing pressures'; and 'in the event there is deflation, we may experience pressure from our customers to reduce prices.' Price that sticks in the Americas, disappears in EMEA and is disclaimed as durable in the risk factors is moderate rather than strong.

source: sec.gov

strong

Per the same 10-K's segment table, Digital Media earned a 95% gross profit margin in FY2025 (96% FY2024, 95% FY2023) and consolidated gross margin held at 88%/89%/89% across FY2023-FY2025 while revenue grew 11% to $23.77B. 96% of revenue is subscription and remaining performance obligations reached $22.52B, up 13%. Item 1A's warning of 'downward pressure on pricing and gross margins' has not shown up in realized margin.

source: sec.gov

moderate

The CFO states Q2 'significantly improved core gross and operating margins compared to a year ago' — improving, from a base where three named customers hold most of the revenue and the leverage that comes with it.

source: sec.gov

Summary

Trane Technologies is the Trane and Thermo King equipment maker - the FY2025 10-K opens by calling it 'a global climate innovator' selling HVAC, transport refrigeration and custom refrigeration through 'our strategic brands, Trane® and Thermo King®' - organised in three regional segments that produced 2025 net revenues of $17,168.8 million (Americas), $2,802.1 million (EMEA) and $1,351.0 million (Asia Pacific), with 'Approximately 25% of our net revenues in 2025 ... derived outside the U.S.' across 'approximately 100 countries' and 'no single external customer that accounted for more than 10% of our consolidated net revenues in 2025, 2024 or 2023'. The filing is candid that the markets are contested and equally candid that its position does not rest on intellectual property: 'engineering, production skills and experience are more responsible for our market position than our patents and/or licenses.' The durable asset it does describe is the installed base and the aftermarket attached to it - an 'extensive global install base' whose monetisation through 'services and rental options' is the stated growth strategy, reached through branch sales offices, dealers and distributors, with service agreements, repair and maintenance, aftermarket and OEM parts and rental all listed among the principal products. The 2025 financials carry that signature: revenues up 7.5% to $21,321.9 million split 3.2 points volume, 3.0 points price, 0.8 points acquisitions and 0.5 points currency; gross margin up 50 basis points to 36.2% 'primarily due to gross productivity and price realization, partially offset by inflation'; and backlog of $7,769.4 million on equipment where 'orders for specialized equipment or specific customer applications are submitted with extended lead times'. The limits are in the same filing. Price contributed 3.8% in the Americas but (0.3)% in EMEA and 0.4% in Asia Pacific; EMEA's segment adjusted EBITDA margin fell 150 basis points to 18.3%; Asia Pacific organic revenue fell 2.5% on 'lower volumes in China'; the Americas' otherwise strong year was 'partially offset by weaker volume in our Residential business'; and the risk factors warn that refrigerant regulation 'could make some of our existing HVAC and refrigeration products non-compliant or obsolete', with the company 'developing and selling our next generation products that utilize lower global warming potential solutions' against $347.6 million of 2025 research and development spending. For the AI build-out specifically, the link exists in the filing but is unsized: 'Data center HVAC systems', 'Data center liquid cooling solutions', 'Data center facility controls' and 'Data center services' appear in the principal products and services table, and those four entries are the only places the phrase occurs anywhere in the 10-K - no revenue, no ranking, no share, and no mention at all in the MD&A discussion of 2025 growth.

Adobe's durable advantage is the cost of leaving rather than any disclosed market share. Its FY2025 10-K calls Illustrator 'our industry-standard vector graphics app' and After Effects 'our industry-standard motion graphics and visual effects app', describes Acrobat as 'a leading document productivity app', and sells them as one subscription ecosystem where assets, workflows and collaboration are cloud-resident. The economics follow: Digital Media earned a 95% gross profit margin on $17.65B of FY2025 revenue, 74% of the company. The same filing is unusually candid about the limits, calling its markets characterized by 'limited barriers to entry' and warning that competition will 'continue to intensify' with named generative and agentic AI entrants in both creation and document productivity - so the moat reads narrow rather than wide, held today by realized pricing and switching costs rather than by structural protection.

Cerebras bet that AI compute should be one enormous chip rather than many small ones — 'quantities of compute and memory never before assembled on a single commercial chip,' avoiding 'the latency and the power-draw induced by the traditional approach,' in the prospectus's words — and is converting that bet into an inference cloud: Q2 2026 cloud revenue grew 281% with 600 MW of data center capacity under contract and $25.4 billion of remaining performance obligations. The concentration that funded the bet is the risk that remains: two related-party Gulf customers were 86% of 2025 revenue between them, with the OpenAI MRA now layered on top.

Chain position

Trane sits on the facility side of the AI build-out rather than in the compute stack. Its FY2025 10-K lists 'Data center HVAC systems', 'Data center liquid cooling solutions', 'Data center facility controls' and 'Data center services' among its principal products and services, alongside 'Thermal energy storage' and 'Smart and AI-enabled services'. Those four entries are the only occurrences of the phrase in the entire filing: there is no data center revenue figure, no ranking, no named competitor and no separate reporting - segment disclosure stops at Americas, EMEA and Asia Pacific, and the MD&A attributes the Americas' 7.4% organic growth to 'realization of price increases and higher volumes led by strong demand within our Commercial HVAC business' without naming an end market.

An AI-application layer company that both builds its own commercially safe Firefly foundation models and licenses 'an extensive ecosystem of third-party models', distributing generative AI into creative, document and marketing workflows.

Layer-4 wafer-scale accelerators plus an inference cloud — hardware vendor and specialized cloud in one node.

Products (share / barrier)
  • Adobe Acrobat solutions (Acrobat Studio, Acrobat Pro, Acrobat Standard, Acrobat Reader) Leader · Moderate source: sec.gov
  • Adobe Experience Platform and Experience Cloud apps (Real-Time CDP, Journey Optimizer, Experience Manager, Analytics, Marketo Engage, Commerce, Workfront) Unknown · Moderate source: sec.gov
  • Adobe Express Unknown · Low source: sec.gov
  • Adobe Firefly solutions (Firefly models, Firefly app, Custom Models, Foundry, Firefly Services) Unknown · Moderate source: sec.gov
  • Adobe Substance 3D Collection Unknown · Moderate source: sec.gov
  • Creative Cloud Pro flagship apps (Photoshop, Illustrator, Premiere Pro, After Effects, Lightroom) Leader · Moderate source: sec.gov
Long-horizon vote +0.13 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

see exactly how it voted →

+0.24 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

see exactly how it voted →

+0.20 at weight 0.20 · swarm bearish

Editorial prior, not backtested.

see exactly how it voted →