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.
| Hut 8 | Visa | GitLab | |
|---|---|---|---|
| Moat rating | 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. | wide The FY2025 10-K prints a network comparison for calendar year 2024: Visa at $13,433B payments volume, 311B total transactions and 4,805M cards, against Mastercard's $8,014B / 204B / 3,146M and American Express's $1,750B / 12B / 147M. Footnote (1) sources the American Express, Diners Club / Discover, JCB and Mastercard data to The Nilson Report issue 1288 (June 2025); Visa's own line is Visa's own data. On that table Visa's payments volume is roughly two-thirds larger than the next network's, and the same section states 'Based on available data, Visa is one of the largest retail electronic funds transfer networks used throughout the world.' The rating is wide because the lead rests on a two-sided installed base the filing quantifies — nearly 5 billion payment credentials and more than 175 million merchant locations across more than 200 countries and territories — which an entrant would have to reassemble on both sides at once. The table is a single-year snapshot with no prior-year column, so it evidences the size of the lead, not its direction. | narrow The FY2026 10-K (year ended 2026-01-31) shows real expansion inside the installed base: 118% Dollar-Based Net Retention, Base Customers up to 10,682 from 9,893, customers above $100,000 of ARR up to 1,456 from 1,229, and $1.0 million ARR customers "to 155 from 123, an increase of 26%". But the filing concedes "limited barriers to entry" and names "Microsoft Corporation, which owns GitHub" as principal competitor. Retention decelerates (130% FY2024, 123% FY2025, 118% FY2026), and since DBNR is reported "on a threshold basis of 130%," the FY2024 figure is a cap and the slide is steeper than it looks. Narrow, not wide: expansion must be re-won against a bundled hyperscaler. |
| Moat type | 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. | network effects Visa itself names the two sides as the source of advantage: 'We believe our fundamental value proposition of security, convenience, speed and reliability as well as the number of payment credentials and our acceptance footprint help us to succeed.' In fiscal 2025 the 10-K counts nearly 5 billion payment credentials, which it defines as issued Visa card accounts, available at more than 175 million merchant locations, with nearly 14,500 financial institutions among the clients that build payment programs on Visa products. The two bases are joined through VisaNet in what the filing calls the 'four-party' model. Neither side is worth joining without the other, so the advantage is the mutual pull of the two installed bases rather than a patent estate or a cost curve. | switching costs Stickiness comes from platform embedding, not IP. The 10-K rests differentiation on "our single platform with a unified data model," on "Consolidation of multiple tools into a single platform," and on deployment inside the customer's own perimeter for regulated buyers. Replacement means re-integrating a toolchain and re-certifying compliance. IP is the wrong label: only "16 issued patents and 25 pending patent applications," plus open-source licenses granting "broad permissions to use, copy, modify, and redistribute." The no-lock-in claim is the filing's own characterisation, footnoted to a Forrester study "commissioned by GitLab." |
| Leadership | 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. | clear leader On the 10-K's CY2024 comparison table, Visa carried 311 billion total transactions and $13,433B of payments volume against 204 billion and $8,014B for Mastercard, the largest competitor listed. American Express is next at $1,750B and 147M cards — under a seventh of Visa's payments volume and under a thirtieth of its cards — with Diners Club / Discover ($253B, 72M cards) and JCB ($319B, 167M cards) smaller still on volume. Visa's line is its own data; the competitor lines are sourced to The Nilson Report issue 1288 (June 2025) per footnote (1). | fast follower The 10-K positions GitLab against a leader rather than as one: "Our principal competitor is Microsoft Corporation, which owns GitHub." Competition reads from the challenger side, differentiating "from GitHub through flexible deployment options that work within enterprise security and compliance requirements, LLM neutrality with self-hosted gateway support" and an open core model. On AI it follows: Duo Agent Platform went "Generally available in January 2026," the last month of the fiscal year. What keeps it a follower rather than behind is cadence, "a new version of our software every month for 172 months in a row," plus a regulated-deployment franchise a SaaS-first rival does not cover. |
| Pricing power | 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. | strong Visa's own take is insulated from the fees regulators target: it sets default interchange rates but does not collect them — the 10-K says 'Generally, IRFs are paid by acquirers to issuers' and that 'the fees we receive from issuers and acquirers are not derived from IRFs or MDRs.' The reported margin is high but moved down in fiscal 2025: operating income of $23,994M on $40,000M of net revenue is a 60.0% operating margin, against 65.7% ($23,595M on $35,926M) in fiscal 2024. The cause is printed two lines above operating income in the same statement — the litigation provision rose from $462M to $2,562M — and the filing says litigation provisions 'do not correlate to the underlying performance of our business' and that it excludes them 'to facilitate a comparison to our past operating performance.' Adding that provision back to operating income in both years leaves 66.4% against 67.0%, so the pricing base held and the decline is a legal charge, not a fee concession. The real limits are indirect: Dodd-Frank and the EU IFR cap interchange Visa never earns, client incentives are paid back to clients and rise with payments volume, and the UK Payment Systems Regulator holds 'wide-ranging powers and authority to review our business practices, systems, rules and fees with respect to promoting competition and innovation in the UK, and ensuring payment systems take care of, and promote, the interests of service users.' | moderate FY2026 gross margin was 87% against 89%, with cost of revenue up $35.6 million "primarily due to an increase of $18.4 million in third party hosting costs for SaaS and cloud usage," and management expects SaaS and Duo mix to bring costs that "may adversely impact our gross margins." Strain is explicit: GitLab "may be required to reduce our prices," competitors "may offer their products and services at a lower price or for free," and it "implemented user limits on our free SaaS product." Power retained: Premium lists at $29 per user/month billed annually, and seats bundle $12 and $24 of GitLab Credits. But "A majority of our subscriptions are on a one-year period." |
| Summary | 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. | Visa runs the switchboard, not the bank. The FY2025 10-K is explicit that 'Visa is not a financial institution. We do not issue cards, extend credit or set rates and fees for account holders of Visa products nor do we earn revenue from or bear credit risk with respect to any of these activities.' That disclaimer is scoped to issuing and credit extension, not to risk at large — the same filing says indemnifying issuers and acquirers for one another's settlement failures 'creates settlement risk for us' because of the timing gap between a payment transaction and its settlement. What Visa earns is service, data-processing and international-transaction revenue, reduced by client incentives, for moving other people's money: 329 billion payments and cash transactions carried the Visa brand in fiscal 2025, 258 billion of them processed by Visa, an average of 901 million a day across more than 200 countries and territories on $17 trillion of total payments and cash volume. The pull between nearly 5 billion credentials and more than 175 million merchant locations is what a rival would have to buy on both sides at once. The filing is candid about what is arriving anyway: real-time payment networks have launched in at least 80 countries behind 'strong government sponsorship and regulatory initiatives' the filing names as FedNow, PIX and UPI; B2B blockchain payments including stablecoins 'can operate globally 24/7' for cross-border transactions; and Dodd-Frank and the EU IFR both cap interchange and limit network exclusivity and routing restrictions. | GitLab sells a single-platform DevSecOps toolchain defended by workflow lock-in rather than intellectual property: a unified data model plus deployment flexibility, including single-tenant "Dedicated for Government with FedRAMP compliance," makes it hard to remove where data residency is contractual. The installed base expands: 118% Dollar-Based Net Retention, 10,682 Base Customers, 1,456 above $100,000 of ARR, 155 above $1.0 million (up 26%), over 70% of ARR from public sector and enterprise. The filing supplies the counterweight: "limited barriers to entry," Microsoft/GitHub as principal competitor, 16 issued patents. Retention (130 to 123 to 118, the 130 a cap), gross margin (89% to 87%) and a January 2026 AI launch point to compression at the commodity end. No source measures market share, so every share band is "unknown". |
| Chain position | 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. | Both a buyer and a seller of AI inside payments, not an AI infrastructure supplier: the 10-K claims 'early adoption and integration of artificial intelligence (AI) models in payment systems', sells 'risk detection and prevention solutions underpinned by real-time AI-driven scores' to issuers and acquirers, and opens its rails to third-party AI systems 'via on-demand APIs, our MCP server that enables AI systems to interface with our Visa Intelligent Commerce APIs, and fully managed solutions.' | GitLab sits at the software-tooling layer, not compute or models. It consumes third-party LLM capacity — marketing "LLM neutrality and support for self-hosted AI gateways, including air-gapped environments" — so it captures no model-layer economics and bears inference as COGS, visible in the $18.4 million rise in hosting costs. Its distinctive position is the regulated perimeter. |
| Products (share / barrier) |
|
|
|
| Long-horizon vote | -0.01 at weight 0.20 · swarm neutral Editorial prior, not backtested. | +0.42 at weight 0.20 · swarm neutral Editorial prior, not backtested. | +0.06 at weight 0.20 · swarm neutral Editorial prior, not backtested. |