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.
| Hon Hai Precision (Foxconn) | Teradyne | CoreWeave | |
|---|---|---|---|
| Moat rating | narrow The advantage the company documents is real but sits almost entirely below the gross line: the 2Q26 release cites EMS market share that 'exceeds 40%', over 240 campuses across 24 countries and CNC/SMT automation 'close to 100%', while the same quarter's gross margin was 6.12% — 21 bps below 2Q25's 6.33% per the results deck — and operating margin was 3.75%. | narrow Real but bounded: the FY2025 10-K reports gross profit at 58.2% of total revenues, a level it records as a decrease - 'Gross profit as a percent of total revenues decreased by 0.3 points, primarily due to product mix' from 58.5% in 2024 - while a shared IG-XL test-program environment spans the FLEX and J750 families. Against that, the filing's own risk-factor heading is 'We are subject to intense competition' and it concedes that 'Some of our competitors have introduced or announced new products with certain performance characteristics that may be considered equal or superior to those we currently offer,' adding that it faces competition 'from emerging Asian companies and internal development at several of our customers.' | narrow The FY2025 10-K describes a purpose-built AI cloud with a real performance edge, but its own risk section discloses the defining constraint: 'approximately 67% of our revenue from our top customer, Microsoft, for the year ended December 31, 2025' — a specialized platform whose economics rest on one buyer that is also a hyperscaler competitor is narrow, not wide. |
| Moat type | cost scale Rotating CEO Michael Chiang attributes the sustained operational performance to 'its global footprint and economies of scale', more than 240 sites in 24 countries, 'vertically integrated and highly automated operations' and 'a high in-house production ratio of key components'; the results deck's closing slide is titled 'Vertical integration of AI supply chain L1 to L12 optimizes cost structure'. | switching costs The 10-K's Products section grounds the stickiness in test-program and capital reuse rather than in protected IP: the FLEX Test Platform runs 'The IG-XL™ software operating system which provides fast program development, including instant conversion from single to multi-site test', the J750 'shares the IG-XL software environment with the family of FLEX Test Platform systems,' and its instruments are 'coupled with a universal slot test head design that allows easy test system reconfiguration to address changing test needs.' The filing credits that versatility with making FLEX 'a widely used test solution at OSATs... allowing OSATs to leverage their capital investments.' The same 10-K expressly disclaims an IP-based moat: 'We do not believe that any single piece of intellectual property or proprietary rights is essential to our business.' | cost scale The 10-K grounds the advantage in purpose-built infrastructure — first-to-deploy NVIDIA GB200/GB300 NVL72 systems and a data-center fabric 'designed to harness the full potential of each GPU' — a performance-per-dollar edge at scale, not a customer lock. |
| Leadership | clear leader Company-stated: the release describes Hon Hai Technology Group as 'the world's largest electronics manufacturer and leading technology solutions provider, ranking 23rd in Fortune Global 500', with EMS market share that 'exceeds 40%' across its four product segments. No independent ranking is cited in the source. | co leader The 10-K opens by calling Teradyne 'a leading global provider of automated test equipment and robotics solutions' - a leading provider, not the leader - and its Competition section names Semiconductor Test rivals non-exhaustively: competitors 'include, among others, Advantest Corporation, SPEA S.p.A., and Cohu, Inc.' It discloses no share figure and warns that competitors' announced products 'may be considered equal or superior to those we currently offer,' which reads as shared leadership rather than a clear lead. | co leader The 10-K positions CoreWeave as a first-to-deploy specialist against hyperscalers who offer AI compute 'as part of a broader product portfolio' — a leader of the purpose-built neocloud niche, not of the AI-cloud market its own filing says it competes in. |
| Pricing power | weak Gross margin was 6.12% in 2Q26 and 6.15% in 1H26, and the results deck shows the quarter 21 bps below 2Q25's 6.33% even as revenue grew 41% year-on-year; the group frames profitability against its own 3% operating-margin target, met at 3.67% in 1H26 — margins of that order leave little headroom to price above cost. | moderate Gross profit was 58.2% of total revenues in 2025 against 58.5% in 2024, and the 10-K attributes the 0.3-point decline to product mix; product gross margin fell 0.8 points to 57.3%. The risk factor 'Our operating results are likely to fluctuate significantly' lists 'competitive pressures on selling prices' among factors that 'could impact future operations,' and the same list cites the tendency of customers to 'wait until late in a quarter to commit to purchase... or the hope of obtaining more favorable pricing from a competitor seeking the business' - margin is defended, not expanded. | moderate A first-to-deploy performance edge on scarce new NVIDIA systems supports pricing while the hardware is scarce, but 67% single-customer concentration is buyer leverage the filing states outright. |
| Summary | Foxconn's own 2Q26 disclosure rests the business on scale and integration: over 240 campuses in 24 countries, EMS market share above 40%, CNC and SMT automation close to 100%, and an L1-to-L12 in-house chain for AI racks — high-speed cable, power busbars, sockets and connectors, enclosures, chassis, heatsinks, PCB/PCBA, compute and switch trays, manifolds, racks — which management says lets the group 'maintain sound operating efficiency and yields in the face of high unit price and highly complex AI products'. Cloud and networking products were 51% of 2Q26 revenue, the company says it 'continues to expand its market share in AI server racks', and its stated AI advantage is 'providing complete, end-to-end system solutions, rather than just single products'. The counterweight is in the same release: 6.12% gross margin and a 3.75% operating margin on NT$2.53 trillion of quarterly revenue. | Teradyne sells the test step that sits between fabrication and shipment, and its hold on customers comes from platform continuity rather than patents. The FY2025 10-K describes one IG-XL software environment shared across the FLEX and J750 test families and a universal slot test head that lets a customer reconfigure a system to address changing test needs, which the filing credits with making FLEX widely used at OSATs because it lets them leverage their capital investments. The margin that continuity sits on is high but not rising: gross profit was 58.2% of revenue in 2025, which the filing records as a 0.3-point decrease from 2024 on product mix, with product margin down 0.8 points to 57.3% and service margin up 2.9 points to 62.9% - and the filing attributes that service gain to the May 2024 sale of the DIS business, not to the platform. It is a narrow moat, not a wide one: the filing names Advantest, SPEA and Cohu 'among others' in Semiconductor Test, warns of internal development at several customers, states that rival products may be 'equal or superior,' and discloses that the five largest direct customers rose to 44% of consolidated revenue in 2025 from 36% in 2024 - buyer power that caps how much of the platform advantage converts to price. | CoreWeave sells a full-lifecycle AI cloud — training, inference, data movement, agentic workflows — on infrastructure 'purpose-built to accelerate breakthroughs by AI pioneers,' with the Weights & Biases acquisition adding the developer tooling layer as 'a single stack.' The edge the filing claims is speed and efficiency on the newest NVIDIA systems. The moat's ceiling is in the same document's risk factors: 67% of 2025 revenue came from Microsoft, and the hyperscalers it competes with are 'also customers of, and partners to, CoreWeave' — the largest buyer and the largest rival are the same companies. |
| Chain position | Builds and integrates the rack-level AI systems the cloud buildout ships in: cloud and networking products were 51% of 2Q26 revenue, NVIDIA Vera Rubin NVL72 was shown at COMPUTEX 2026, and the company said on 12 Aug 2026 that Vera Rubin racks were entering mass production in the third quarter. | Back-end capital equipment: its testers sit between fabrication and shipment, and the 10-K states that AI related customer demand drove the majority of revenue in the second half of 2025, with Semiconductor Test at 79% of consolidated revenue. | Layer-8 purpose-built AI neocloud — first-to-deploy NVIDIA systems for training and inference at scale. |
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| Long-horizon vote | +0.13 at weight 0.20 · swarm neutral Editorial prior, not backtested. | +0.13 at weight 0.20 · swarm bullish Editorial prior, not backtested. | +0.13 at weight 0.20 · swarm neutral Editorial prior, not backtested. |