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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.

comparing Powell Industries, Inc.×Vertiv×Nebius Group× maximum of 3 — remove one to swap
Powell Industries, Inc. POWL ai moat: latest change 2025-11-19 Vertiv VRT ai moat: latest change 2026-02-13 Nebius Group NBIS ai moat: latest change 2026-04-30
Moat rating none

The FY2025 10-K (filed 2025-11-19) says the company believes its integration capabilities, technical and project management acumen, application engineering expertise and specialty contracting experience 'give us a sustainable competitive advantage in our markets', and that 'a significant portion of our business is from repeat customers', many times involving EPC firms 'with whom we often have long, established relationships'. Neither the filing nor Powell's record shows that edge protecting returns. Item 1A warns 'Our industry is highly competitive' and says certain competitors 'may have lower cost structures' and 'may, therefore, be able to provide their products or services at lower prices'. Item 1 says products are 'typically awarded in competitive bid situations' and that projects 'are typically non-recurring.' Stored fundamentals from Powell's filings show operating margin between -4.9% and 7.1% in every fiscal year from FY2011 to FY2022, with operating losses in FY2017 (-$19.3M on $395.9M of revenue) and FY2018 (-$9.1M on $448.7M). Operating margin has since risen to 19.7% in FY2025 ($217.9M on $1,104.3M), but the 10-K credits the gross-margin gain to 'favorable volume leverage and strong project execution in a stable pricing environment', not to a competitive edge. A self-described advantage that left operating margin no higher than 7.1% in any year from FY2011 to FY2022 is not shown to be a moat, so the band is none.

source: sec.gov

narrow

The FY2025 10-K splits its competition into niche players (Delta, Stulz, Johnson Controls, Socomec) and large-scale globals (Schneider, Eaton, Legrand, Huawei) — real differentiation inside a field that contains several larger diversified rivals.

source: sec.gov

narrow

The FY2025 20-F positions Nebius as 'one of the few global, at scale, multi-tenant clouds purpose built for AI,' but the same filing names its central dependency plainly: 'We currently rely on Nvidia for the GPU chips we use' — a purpose-built neocloud renting a supply the hyperscalers it competes with also control, which is a real but narrow position.

source: sec.gov

Moat type none

The 10-K describes engineering know-how, not protected technology or lock-in. It says 'We consider our engineering, project management, systems integration and technical support capabilities vital to the success of our business', that 'Powell's expertise in vacuum circuit breaker engineering is internationally recognized', and that unpatented technology, including engineering technical skills and know-how, 'is important to our overall business'. It also says 'we believe that the growth of our business will depend primarily upon the quality of our products and our relationships with our customers, rather than the extent of our patent protection', so patents are not the source. Switching costs are not shown: projects are 'typically awarded in competitive bid situations' and 'typically non-recurring', even though 'a significant portion of our business is from repeat customers'. The same filing says some competitors 'are significantly larger and have substantially greater global resources such as engineering, manufacturing and marketing', so the know-how is a capability rivals also bring to each bid, not a demonstrated moat source; the type is none.

source: sec.gov

switching costs

The filing pairs installed critical infrastructure with a lifecycle service estate — preventative maintenance, project management, acceptance testing, remote monitoring, spares — across more than 40 countries; ripping out the vendor means ripping out the service relationship too.

source: sec.gov

cost scale

The moat the filing describes is engineering: designs that 'optimize power and cooling efficiency, lower latency' plus 'a consistent track record of being one of the first-to-deploy the latest generation of NVIDIA GPU chips' — density and time-to-deploy at scale, not a switching lock.

source: sec.gov

Leadership at parity

The 10-K gives no share or rank. It says Powell competes 'with a small number of multinational competitors', naming ABB, Eaton, Schneider and Siemens Industries, and that some are 'significantly larger and have substantially greater global resources'. It adds that bid evaluation varies 'from project to project', covering technical support, engineering and manufacturing capability, equipment rating, delivered value, scheduling and price. Powell therefore competes bid by bid alongside those multinationals rather than leading the category.

source: sec.gov

co leader

Named against Schneider Electric and Eaton among global competitors; the filing claims differentiation through application expertise and the most comprehensive portfolio — attributed, not independently measured.

source: sec.gov

fast follower

The 20-F's own claim is 'one of the FEW global, at scale' AI clouds — a differentiated challenger to the hyperscalers it names as the competitive field, not a claimed leader of it; the first-to-deploy record is a follower's speed advantage, not category leadership.

source: sec.gov

Pricing power weak

The 10-K says gross margin rose to 29% of revenue in FY2025 from 27% in FY2024, 'due to favorable volume leverage and strong project execution in a stable pricing environment'. The 10-Q for the quarter ended June 30, 2026 (https://www.sec.gov/Archives/edgar/data/80420/000008042026000107/powl-20260630.htm) gives the same reason for 30% in the first nine months of FY2026, so neither filing credits price. Before this upcycle, stored fundamentals from Powell's filings show gross margin between 12.8% and 21.6% in every fiscal year from FY2011 to FY2022 (FY2022: $85.0M of gross profit on $532.6M of revenue, about 16%), which fits cyclical volume leverage more than pricing power. The limits are explicit: the 10-K says 'Fixed-price contracts can limit our ability to pass these increases to our customers', and Item 1A says certain competitors 'may, therefore, be able to provide their products or services at lower prices'. The one offset is cost pass-through, not price-setting: the 10-K says 'we believe we can manage this volatility through contract pricing adjustments'. Pricing power is rated weak.

source: sec.gov

moderate

The filing lists price as one of five competitive bases but leads with reliability and quality, and sells into customers 'in some of the world's most critical industries' — where downtime, not price, is the binding constraint.

source: sec.gov

weak

The filing frames a 'highly competitive' market with 'frequent introduction of new or improved solutions' and a GPU cost base set by a single supplier (NVIDIA) — a renter of compute competing on efficiency has little list-price control.

source: sec.gov

Summary

Powell designs, builds and services custom-engineered power-distribution packages: power control rooms, E-Houses, switchgear and medium-voltage breakers. Its FY2025 10-K says the company believes its integration, project-management and application-engineering capabilities 'give us a sustainable competitive advantage in our markets', and that a significant portion of its business comes from repeat customers, often through EPC firms with which it has long relationships. The record does not show that edge protecting returns. Work is typically won in competitive bids, projects are typically non-recurring, and the 10-K names ABB, Eaton, Schneider and Siemens Industries as principal competitors, some of which it calls significantly larger. The company says it believes growth depends on product quality and customer relationships rather than patents. Stored fundamentals from Powell's filings show operating margin between -4.9% and 7.1% in every fiscal year from FY2011 to FY2022, with operating losses in FY2017 and FY2018. In the current cycle, gross margin reached 29% in FY2025 (10-K) and 30% in the first nine months of FY2026 (10-Q, quarter ended June 30, 2026, https://www.sec.gov/Archives/edgar/data/80420/000008042026000107/powl-20260630.htm). Both filings attribute that to favorable volume leverage and strong project execution 'in a stable pricing environment', not to price increases. The same 10-Q reports backlog of $2.4 billion and says diversification into electric utility and data centers 'has reduced the cyclicality of our business.' It also cautions that as data center projects become a larger component of backlog and revenues, the product mix may shift, 'as such projects will likely require less custom engineered-to-order equipment and systems than other end markets', which is the custom-engineering skill the claimed edge rests on.

Vertiv sells the power and cooling that AI compute physically cannot run without, and its filing leads with 'first-to-market designs engineered for next-gen rack-scale artificial intelligence compute.' Its customers are 'the world's most critical industries' — hyperscale, colocation, neocloud and enterprise data centers — where competition, by the filing's own account, runs on reliability, quality, price, service and customer relationships. The differentiation claims are the company's own; the breadth of the named competitor set is the check on them.

Nebius sells a 'unified full-stack AI cloud that spans the complete AI journey – from compute capacity to software and services,' with hardware and software built in-house — the neocloud pitch of hyperscaler reliability at purpose-built efficiency, and a first-to-deploy record on new NVIDIA silicon. Two things bound the moat, both from the filing: it 'currently rel[ies] on Nvidia for the GPU chips,' the same constraint every neocloud shares, and it is a Nasdaq 'Controlled Company' whose founding shareholder holds concentrated voting power. The three non-core segments (Toloka, Avride, TripleTen) are separate businesses, not the cloud moat.

Chain position

Supplies custom-engineered switchgear and power control rooms to oil and gas, utility and commercial/industrial projects. Its Q3 FY2026 bookings included 'a data center project valued at over $400 million' (10-Q, quarter ended June 30, 2026, https://www.sec.gov/Archives/edgar/data/80420/000008042026000107/powl-20260630.htm).

Layer-7 power and cooling under every AI rack.

Layer-8 neocloud — a purpose-built AI compute provider reselling NVIDIA silicon at scale.

Products (share / barrier)
  • Nebius AI cloud (GPU compute + managed AI/ML platform) Challenger · Moderate source: sec.gov
  • Toloka / Avride / TripleTen (non-cloud segments) Unknown · Low source: sec.gov
Long-horizon vote -0.06 at weight 0.20 · swarm bearish

Editorial prior, not backtested.

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+0.13 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

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-0.01 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

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