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 Constellation Energy×Hut 8×Synopsys× maximum of 3 — remove one to swap
Constellation Energy CEG ai moat: latest change 2026-02-24 Hut 8 HUT ai moat: latest change 2026-02-25 Synopsys SNPS ai moat: latest change 2025-12-22
Moat rating wide

The FY2025 10-K describes the nation's largest nuclear fleet — approximately 22 GW across 14 stations producing 68% of 2025 electric supply — running at a 94.7% capacity factor that 'has been approximately four percentage points better than the industry average annually since 2013', with NRC licences extending to 2054 and an IRA nuclear production tax credit floor from 2024.

source: sec.gov

narrow

The FY2025 10-K says 'we believe we have established a defensible competitive advantage through our power-first, innovation-driven strategy', resting on a power-native team, an application-agnostic framework for digital infrastructure design, end-to-end greenfield development capabilities, and the use of ASIC compute builds to rapidly and cost-effectively secure and monetize power. What separates this from no moat is scarce power: the filing says demand for energy capacity continues to outpace supply and that 'grid interconnection bottlenecks have further constrained access to power and digital infrastructure development', and Hut 8 reports 330 MW of utility capacity under construction at River Bend, commercialized in December 2025 through a 15-year triple-net lease supporting 245 MW of IT capacity, plus 1,230 MW of utility capacity under development. The same filing says 'The industries in which we operate are highly competitive and continuously evolving.', warns that these factors 'might not provide the competitive advantage we anticipate, or if they do, such competitive advantage might not endure', cites the River Bend lease (valued at $7.0 billion over the base term) as an example of expecting a significant portion of revenue from a limited number of customers, and says the company has not maintained consistent profitability. That supports narrow at most, not wide.

source: sec.gov

wide

The FY2025 10-K positions Synopsys as 'a global leader in supplying the mission-critical EDA solutions' and, after the Ansys merger, 'the global leader in engineering S&A software' — two adjacent franchises the filing says now sit in one portfolio.

source: sec.gov

Moat type cost scale

The cited edge is operating cost at scale: average refuelling outages of 22 days in 2025 against industry averages of 33 and 38 days in 2024 and 2023, a capacity factor about four points above the industry every year since 2013, and 'significant economies of scale' in what the filing calls the largest US customer-facing energy platform.

source: sec.gov

cost scale

The 10-K says 'we believe success depends on the ability to secure scarce assets like power, data center equipment, and customers', and places part of its claimed edge in 'our ability to use ASIC compute infrastructure development to rapidly and cost-effectively secure and monetize power'. Its examples: Vega was energized less than a year after acquisition for an all-in cost of about $455,000 per megawatt, which the filing calls 'a fraction of traditional data center costs', and Salt Creek was completed for about $250,000 per MW; Vega also has immediate access to some of the lowest locational wholesale power prices in North America. These are low-redundancy ASIC compute builds, which the 10-K says carry relatively low capital intensity by design. The 'fraction of traditional data center costs' comparison is against a different facility tier, and the filing gives no peer cost comparison and no cost figure for its AI campuses.

source: sec.gov

switching costs

The 10-K describes EDA as 'mission-critical' software licensed mostly as network licences across a customer's whole design flow, with post-contract support providing 'frequent updates to maintain the utilization of the software due to rapid changes in technology' — a dependence that renews at every process node.

source: sec.gov

Leadership clear leader

The 10-K states Constellation is 'the largest nuclear energy company in the U.S.', is 'the nation's largest energy supplier for C&I and residential power volumes' based on EEI data, and has 'over 32% of the C&I market share of direct customer business'.

source: sec.gov

fast follower

The 10-K says 'For example, we signed our first large scale single tenant AI data center lease and commenced construction of the site at our River Bend campus.', offered under the statement that to remain competitive with peers it may need to modify aspects of its business model. River Bend was commercialized in December 2025 through a 15-year triple-net lease supporting 245 MW of IT capacity; Fluidstack is expected to serve as tenant and Google is expected to provide a financial backstop, and initial delivery is targeted for Q2 2027. On speed, the filing says 'Through early engagement with Entergy Louisiana, we assumed key interconnection and development functions typically managed by the utility, such as the development of transmission and distribution infrastructure, materially accelerating originally quoted power delivery timelines.', and that Vega was energized 'less than a year after acquiring it'. It also warns that Hut 8 competes against companies 'that may be more established or have greater financial and other resources and/or expertise'. That describes a newer entrant moving quickly, not an established leader.

source: sec.gov

co leader

The 10-K claims global leadership in EDA while stating 'The EDA industry is highly competitive' and that Synopsys competes against other EDA vendors and against customers' own internally developed design tools.

source: sec.gov

Pricing power moderate

The 10-K states 'While providing customers with a competitive price is a key focus' in retail, on roughly two-year average C&I contract terms with 77% power and 84% gas renewal rates in 2025, and the nuclear fleet's downside is set by the IRA nuclear PTC 'as unit revenues decline below levels established in the IRA'; SEC-reported operating income was 13.6% of revenue in 2025.

source: sec.gov

weak

The 10-K says ASIC compute, run through American Bitcoin, can only be profitable if hardware and electricity costs are below the price of the Bitcoin mined, which makes it a price-taking business. It also says Traditional Cloud and AI Cloud compete with cloud services providers for customers, and that the company has not maintained consistent profitability. River Bend's contracted triple-net lease economics are not in service yet; initial delivery is targeted for Q2 2027.

source: sec.gov

moderate

The 10-K lists 'license terms, price and payment terms' among the principal competitive factors and states 'No single factor drives an EDA customer's buying decision'; licence fees depend on licence type, product mix and the number of copies licensed.

source: sec.gov

Summary

Constellation pairs the largest US nuclear fleet with the largest competitive retail book, which lets it sell around-the-clock carbon-free power under long-term contracts such as the 20-year Microsoft PPA restarting Three Mile Island Unit 1 as the 835 MW Crane Clean Energy Center.

Per its FY2025 10-K, Hut 8 is a power-first infrastructure developer. It originates powered land and interconnections, uses ASIC compute builds, which the filing says combine relatively low capital intensity with rapid deployment, as a transitional load to monetize sites sooner, and aims to transition suitable power assets to higher-return uses; its River Bend campus was commercialized through a 15-year AI data center lease. The filing claims a defensible advantage but warns it might not provide the advantage anticipated, or might not endure. It says Hut 8 competes for powered land with digital infrastructure developers and large-scale Bitcoin miners, and its first AI campus is still under construction. Its majority-owned Bitcoin miner, American Bitcoin, can only be profitable when mining costs are below the price of the Bitcoin mined, and the filing says it believes American Bitcoin must keep acquiring miners to keep up with a growing global network hashrate.

Synopsys sells the sign-off tools (PrimeTime static timing, IC Validator physical verification) and the silicon-proven IP that chip designs are built against, and the FY2025 Ansys merger added the multiphysics sign-off products (RedHawk-SC, Totem-SC) to the same portfolio, growing headcount about 40% to roughly 28,000.

Chain position

Generator and retailer in one — the fleet is the physical supply behind the long-term carbon-free contracts it sells to large corporate buyers.

Power-first developer building AI data center capacity, beginning with River Bend under a 15-year lease (Fluidstack is the expected tenant and Google is expected to provide a financial backstop; initial delivery is targeted for Q2 2027), and runs Bitcoin mining through majority-owned American Bitcoin.

Design-and-IP layer feeding both the chip designers and, post-Ansys, the systems companies that simulate the products those chips go into.

Products (share / barrier)
  • Carbon-free energy products (CORe+, Hourly CFE, long-term nuclear agreements) Unknown · Deep source: sec.gov
  • Competitive retail energy supply Leader · Moderate source: sec.gov
  • Natural gas and geothermal generation (including Calpine) Leader · Moderate source: sec.gov
  • Nuclear generation fleet Leader · Deep source: sec.gov
  • Wholesale power and gas marketing Unknown · Low source: sec.gov
  • Ansys simulation and analysis (Mechanical, LS-DYNA, HFSS, Fluent, Optics, RedHawk-SC) Leader · Moderate source: sec.gov
  • Design IP (interface, foundation, security and embedded processor IP) Leader · Moderate source: sec.gov
  • Digital Design Family (Fusion Compiler, IC Compiler II, PrimeTime, StarRC, IC Validator) Leader · Deep source: sec.gov
  • Manufacturing solutions (TCAD, Proteus mask synthesis, Yield Explorer, QuantumATK) Unknown · Moderate source: sec.gov
  • Synopsys.ai AI-driven EDA (DSO.ai, VSO.ai, TSO.ai, Copilot) Unknown · Moderate source: sec.gov
  • Verification Family (VCS, Verdi, VC Formal, ZeBu, HAPS) Leader · Deep source: sec.gov
Long-horizon vote +0.38 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

see exactly how it voted →

-0.01 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

see exactly how it voted →

+0.30 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

see exactly how it voted →