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.
| Everpure, Inc. | Applied Digital | Eaton | |
|---|---|---|---|
| Moat rating | narrow The FY2026 10-K shows a technology edge that does not dominate its market. On the durable side, the filing states "Our extended advantage stems from three technology differentiators" (direct-to-NAND software, integrated DirectFlash modules and flash-management capabilities), reports over 14,500 customers including "approximately 64% of Fortune 500 companies" and a certified Net Promoter Score of 84, and its income statement shows gross profit of $2,021.2M on $2,830.6M of revenue in FY2024, $2,212.7M on $3,168.2M in FY2025 and $2,578.0M on $3,662.8M in FY2026. On the limiting side, the same filing describes "the intensely competitive data storage market", says many rivals have "substantially greater financial, technical and other resources" and "larger and more mature intellectual property portfolios", and concedes that incumbents keep accounts partly because the customer worries about "actual or perceived costs of switching to a new vendor and technology". IDC's 1Q26 tracker (cited on the array row below) ranks Everpure third, behind Dell and NetApp. A real, technology-based edge held by the number-three vendor is a narrow moat, not a wide one. | none The FY2026 10-K (filed 2026-07-29) shows contracted revenue, not a demonstrated competitive edge. About 1,410 MW is leased under 15-year take-or-pay, non-cancellable base terms worth about $36.2 billion, but only about 100 MW of the roughly 1.5 GW that is contracted and either operating or under construction was operating and earning revenue at May 31, 2026, and Item 1A says "lessees may have the right to terminate applicable leases if there are significant delays in construction." Item 1A also concedes "We do not have the resources to compete with larger providers of similar products or services at this time," and the Competition section names 13 power-advantaged developers the company competes with. Signed leases give revenue visibility, but the filing does not show a durable advantage. | wide The FY2025 10-K asserts a durable competitive position across essentially all of the revenue base: for Electrical Americas and Electrical Global it states 'Eaton has a strong competitive position in these segments and, with respect to many products, is considered among the market leaders'; it repeats that language verbatim for Aerospace ('industry-leading portfolio', 'considered among the market leaders'); and for Vehicle it states 'Eaton is considered among the market leaders in this segment.' That is a claimed leadership position in four of the five reported segments, on a base of $27.4 billion of 2025 revenue, ~97,000 employees and customers in 180 countries, from a company founded in 1911. The rating is tempered rather than lifted higher by the filing's own admissions - price is named among the principal methods of competition in the Electrical, Vehicle and eMobility segments, and the risk factors flag 'newly competitive market players' and that 'our positions may also be impacted by new entrants into our product or regional markets.' |
| Moat type | intangibles ip The FY2026 10-K puts the source of advantage in proprietary technology. It names the differentiators as "Direct-to-NAND Software Leadership", "Integrated Hardware–Software DirectFlash Modules" and "Next-Generation Flash Management Capabilities", explains that because its flash-management software "requires less NAND" it avoids SSD over-provisioning, and states that the QLC benefits of FlashArray//C "are only achievable through our DirectFlash integrated hardware and software approach". The company holds "over 3,000 issued patents and patent applications". That technology, not customer lock-in, is what Everpure credits for its hyperscaler design wins. Evergreen's non-disruptive upgrades add a retention layer, but the 10-K's own risk factors show that switching costs mostly favour the incumbents Everpure is displacing, and that rivals hold "larger and more mature intellectual property portfolios" - so the edge is a specific flash-management technique rather than portfolio breadth. | none The 10-K claims three advantages: power-advantaged sites (it believes securing power and interconnection ahead of demand is 'the principal constraint on new HPC capacity and a core differentiator for us from many of our competitors'), a standardized 'franchise-style' design, and hyperscaler master service and master telecom service agreements 'that are difficult to obtain.' The filing does not show any of them to be durable. Its Competition section says competition 'centers on securing and developing sites with access to large-scale, reliable, and cost-competitive power and interconnection' and names 13 power-advantaged developers going after the same leases, and Item 1A concedes it lacks the resources to compete with larger providers. Signed leases are take-or-pay and non-cancellable, so a tenant leaving for convenience owes 'the full remaining contractual value,' but that is contractual lock-in on each lease rather than a moat source, so no moat type is assigned. | switching costs The filing's own description of how it competes points at designed-in and qualified positions rather than IP or pure scale. In Aerospace the principal methods of competition are listed as 'total cost of ownership, product and system performance, quality, design engineering capabilities, and timely delivery' - price is conspicuously absent, and 20% of segment sales go to three large aircraft OEMs, i.e. platform-level content that is qualified in and hard to displace mid-programme. In the Electrical segments 'customer service and support' sits alongside performance and technology as a method of competition, and 22% of sales go to six large customers. Intangibles_ip is explicitly ruled out as the primary source by the company itself: 'management believes that the loss or expiration of any single intellectual property right would not in and of itself have a material effect on Eaton's consolidated financial statements or its business segments.' Scale is real but secondary - the filing notes raw materials are bought 'from many suppliers' and 'under normal circumstances, the Company has no difficulty obtaining its raw materials,' which reads as supply resilience rather than a cost advantage claim. |
| Leadership | fast follower IDC's 1Q26 Worldwide Quarterly Enterprise Storage Systems Tracker, as reported by Blocks & Files on 2026-06-16 (the source of the array row below), ranks Everpure third in external enterprise storage behind Dell and NetApp and ahead of Huawei and HPE, noting "Everpure moved into third position helped by subscription model adoption and AI-optimized platforms." By the company's own account it ranks higher on the qualitative axis: its Q2 FY2027 results release of 2026-08-26 (https://s21.q4cdn.com/687136699/files/doc_financials/2027/q2/Q2FY2027-Earnings-Press-Release.pdf) reports it was "Named a Leader in the 2026 Gartner® Magic Quadrant™ for Enterprise Storage Platforms, positioned highest in execution and furthest in vision for the second consecutive year" - the company's own summary of Gartner's opinion. Third by IDC's independent revenue ranking, with the higher Gartner placement resting on the company's own account, reads as a close follower to Dell and NetApp rather than a shared lead. | behind The 10-K makes no leadership claim and gives no ranking or share figure. Item 1A concedes "We do not have the resources to compete with larger providers of similar products or services at this time" and that some rivals have "substantially greater liquidity and financial resources than we do." Its Competition section places APLD against established operators (Digital Realty, Equinix), hyperscalers that build their own capacity, independent developers and 13 named power-advantaged developers (IREN, Cipher Digital, TeraWulf, Hut 8, Riot, CleanSpark, HIVE, Core Scientific, Bitdeer, Galaxy Digital, Fermi, Keel Infrastructure, MARA). | co leader The filing's leadership language is plural and hedged, not exclusive: 'considered among the market leaders' for the Electrical segments (qualified further by 'with respect to many products'), 'among the market leaders' for Aerospace, and 'Eaton is considered among the market leaders' for Vehicle. Nowhere does the 10-K claim to be the single leader in any market, and it never names a competitor or cites a market-share figure. 'Among the market leaders' maps to co_leader, not clear_leader. |
| Pricing power | moderate It can pass costs through but not escape them. The 10-K's income statement reports gross profit of $2,021.2M, $2,212.7M and $2,578.0M on revenue of $2,830.6M, $3,168.2M and $3,662.8M for FY2024-FY2026. When component costs rose, the 10-K says "we raised our prices during the first quarter of fiscal year 2027", and the Q2 FY2027 results release (https://s21.q4cdn.com/687136699/files/doc_financials/2027/q2/Q2FY2027-Earnings-Press-Release.pdf) quotes the CFO: "Demand remains strong across our solutions portfolio despite historic industry price increases in the first half of FY'27." Those were industry-wide increases, though, and margin still slipped: GAAP gross margin was 68.4% in Q2 FY2027, against gross profit of $604.3M on $861.0M of revenue a year earlier. The 10-K adds that "ongoing component cost volatility has placed, and may continue to place, downward pressure on our gross margins" and that some competitors offer storage "at significant discounts or even for free". | weak Item 1A says "Due to the limited number of hyperscalers, we expect that a limited number of customers will continue to account for a high percentage of our revenue for the foreseeable future," and that if customers' equipment usage declines or they discontinue use of its facilities, APLD "may be compelled to lower our lease prices in some instances or risk losing a significant customer." One customer was 59% of FY2026 revenue from continuing operations. Take-or-pay, non-cancellable terms protect contracted revenue over the base term, and Note 19 reports a $39.1M HPC Hosting segment profit on $385.3M of segment revenue in FY2026, but those terms are agreed with a small group of concentrated buyers. | moderate The filing describes pass-through ability that is real but bounded. On input costs: 'While we strive to recoup these increased costs through our pricing, product modifications or other mediating responses, if we are unable to do so without compromising the competitive position of our products and services, our results could continue to be impacted by this trend.' On macro conditions: 'our responses to mitigate the impact of these conditions, such as potential price increases, could negatively impact our market share or relationships with distributors or customers.' On tariffs: 'potential price increases or other mitigating efforts could negatively impact market share or otherwise increase the risk of customer disputes.' Price is also listed as a principal method of competition in Electrical Americas, Electrical Global, Vehicle and eMobility - so raising price is described by the company as costing share. Aerospace is the exception, where price is not among the listed methods of competition. The filing states no gross-margin trend in Item 1 or Item 1A. |
| Summary | Everpure (renamed from Pure Storage) sells all-flash storage built on one design choice it has pursued since FlashArray, which the FY2026 10-K calls "the industry's first all-flash array": its own software manages raw NAND directly instead of going through commodity SSDs. The filing names three differentiators built on that choice and says the Purity operating environment is shared across FlashArray, FlashBlade and the Everpure Cloud services. The design is what let Everpure put dense QLC flash into enterprise arrays, and what won "the industry-first Flash design win with a major hyperscaler"; the company's Q2 FY2027 results release (2026-08-26) adds a second top-five hyperscaler win on the same DirectFlash architecture. Around the hardware sits Evergreen, which replaces controllers and flash modules in place so arrays do not need wholesale replacement, and a customer base the 10-K puts at over 14,500, including about 64% of the Fortune 500, with a certified NPS of 84. The 10-K's income statement reports gross profit of $2,021.2M on $2,830.6M of revenue in FY2024, $2,212.7M on $3,168.2M in FY2025 and $2,578.0M on $3,662.8M in FY2026. The limits are just as explicit. IDC's 1Q26 tracker ranks Everpure third in external enterprise storage, behind Dell and NetApp. The 10-K concedes that rivals have larger and more mature IP portfolios, that most prospects already run a competitor's storage and incumbents keep them partly through switching costs, and that public cloud providers "known for developing storage systems internally" reduce demand for systems like Everpure's. Component costs are the other exposure: the filing says the cost of components "increased significantly" in fiscal 2026, and that price increases in the first quarter of fiscal 2027 were meant "to help offset these rising expenses" while volatility keeps pressure on margins. A real, technology-based edge, held by a vendor that is third by revenue: narrow, not wide. | Applied Digital designs, builds and operates purpose-built, liquid-cooled HPC data centers, which it calls 'AI factories', and leases the capacity to CoreWeave and investment-grade hyperscalers. At May 31, 2026 its 10-K lists five campuses (Polaris Forge 1-3 and Delta Forge 1-2) with about 1,410 MW contracted under roughly 15-year take-or-pay, non-cancellable leases worth about $36.2 billion over the base terms. The filing claims three sources of advantage: it controls power-advantaged sites, it uses a standardized 'franchise-style' design built to deliver about 150 MW in about 14 to 18 months, and it holds hyperscaler master agreements that are 'difficult to obtain.' The same document shows how early the company is. About 100 MW was operating and earning revenue. One customer was 59% of FY2026 revenue from continuing operations. It competes with Digital Realty, Equinix, hyperscalers that build their own capacity and 13 named power-advantaged developers, and it concedes that it lacks the resources to compete with larger providers. Signed leases give long-dated revenue visibility, but the filing does not show a durable competitive advantage. | Eaton describes itself in the FY2025 10-K as an 'intelligent power management company' making products for the data center, utility, industrial, commercial, machine building, residential, aerospace and mobility markets, capitalising on 'the megatrends of the electrification, digitalization, and the reindustrialization of and growth of megaprojects in North America.' Its defensibility rests on positions the filing says are already at or near the front of their markets - a 'strong competitive position' in both Electrical segments and Aerospace, competed on performance, technology, service and, in Aerospace, engineering and total cost of ownership rather than price - reinforced by acquisitions aimed at owning more of the electrical value chain into the data center (Fibrebond for 'modular solutions for multi-tenant and hyperscale data center customers,' Resilient Power Systems to accelerate 'commercialization of solid-state transformer technology,' and an agreed acquisition of Boyd Thermal adding 'critical liquid cooling technology, enabling the Company to serve hyperscale and colocation customers from the chip to the grid'). The counterweight, stated by the company, is customer concentration and a portfolio in flux: on January 26, 2026 Eaton announced its intention to spin off its Mobility business (the legacy Vehicle and eMobility segments) into an independent public company, and re-segmented accordingly in Q1 2026. |
| Chain position | Everpure sits between the flash-memory supply and enterprise and hyperscale data centres. Upstream, the FY2026 10-K names "the cost of components, including flash and DRAM" as a gross-margin driver, says it must ensure "a sufficient supply of flash to support our hyperscaler customer", develops DirectFlash "In close collaboration with key QLC flash partners", and relies on contract manufacturers to build its products. Downstream it sells through a direct sales force and channel partners to enterprises, managed service providers and hyperscalers, and lists Microsoft Azure, AWS, Google, IBM, Cisco and NVIDIA among its technology partners; large public cloud providers are at once partners and, through internally developed storage, substitutes. | Developer and landlord of power-advantaged, liquid-cooled AI data-center capacity, leased long-term to CoreWeave and investment-grade hyperscalers. | Upstream electrical infrastructure into AI compute: Eaton supplies the power path from grid to rack, and the 10-K makes that link itself - data center is the first market it names, it cites 'momentum in the data center and utility end markets,' and its 2025-26 acquisitions target hyperscale/colocation modular buildings, solid-state transformers and liquid cooling 'from the chip to the grid.' Its exposure to AI is as a supplier to AI buildout, not as an AI technology vendor; the filing's only AI discussion of its own products is a risk factor about keeping pace with AI internally and about generative-AI compliance risk, which is incidental to the thesis. |
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| Long-horizon vote | +0.06 at weight 0.20 · swarm bullish Editorial prior, not backtested. | -0.20 at weight 0.20 · swarm neutral Editorial prior, not backtested. | +0.30 at weight 0.20 · swarm neutral Editorial prior, not backtested. |