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.
| United Microelectronics Corporation | MongoDB | Dell Technologies | |
|---|---|---|---|
| Moat rating | narrow The FY2025 20-F Competition section cuts both ways: UMC calls itself "one of the world's largest independent semiconductor foundries" with production capacity "currently among the largest of all semiconductor foundries in the world" and says it believes it competes favorably with competitors on each principal element of foundry competition, yet in the same section concedes that "[s]ome of our competitors have substantially greater production, financial, research and development and marketing resources than we have" and that "several new dedicated foundries have commenced operations and compete directly with us," whose entry is "likely to initiate a trend of competitive pricing and create potential overcapacity in legacy technology" that "may erode our profit margins." A real but bounded advantage, not a durable wide one. | narrow The FY2026 10-K frames a 'rapidly evolving and highly competitive' database market where the principal rivals — 'legacy database providers and large cloud providers' — hold explicit advantages: 'longer operating histories, more established relationships … significantly greater financial, technical, marketing or other resources … broader global distribution,' and can offer competing products 'at a low cost or no cost.' A developer-mindshare and switching-cost position is defensible but not wide against that field. | narrow The FY2026 10-K describes advantages that are real but shallow, and a revenue mix that is diluting them. It names them as 'our end-to-end solutions portfolio, go-to-market capabilities, supply chain, and global services' and calls the direct sales channel 'a significant competitive advantage', while conceding it faces 'ongoing product and price competition in all areas of our business from both branded and generic competitors' and, on components, that 'any disruption that may occur because of our dependence on single- or limited-source vendors would not disproportionately disadvantage us relative to our competitors' - i.e. no differentiated supply position. The filing's own margin table shows where the franchise actually earns: total gross margin fell from 23.8% of net revenue in Fiscal 2024 to 22.2% in Fiscal 2025 to 20.0% in Fiscal 2026, and inside that, product gross margin fell 17.5% to 15.8% to 13.7% while services gross margin rose 40.8% to 41.4% to 44.8%. Narrow rather than none, because the high-margin services and storage core is intact and its margin rate improved; narrow rather than wide, because the line that is growing carries a 13.7% product gross margin and the filing attributes the whole decline to it. |
| Moat type | intangibles ip The 20-F states plainly that "Our success depends on our ability to obtain patents, licenses and other intellectual property (IP) rights covering our production processes and activities," and reports more than 16,700 patents worldwide as of December 31, 2025, of which more than 7,490 are in the U.S., 623 domestic and foreign patents granted in 2025 alone, NT$17,725 million of R&D (7.5% of operating revenues) and 1,591 R&D professionals. The Competition section names where UMC believes it wins: it competes favorably "particularly [on] our technical competence and research and development capabilities." The proprietary specialty-process library, not scale or a network, is the cited source of the advantage. | switching costs A database is the system an application is built on: the 10-K states 'a database directly impacts an application's performance, scalability, flexibility and reliability,' and Atlas is 'our managed multi-cloud database-as-a-service' running the customer's live workloads — re-platforming a database is a rewrite, not a swap. | cost scale The filing locates the advantage in scale of distribution and supply, not in proprietary rights. It states 'Our world-class supply chain operates at significant scale', describes a direct sales force plus a partner network that produced 'approximately 40% of our net revenue' in Fiscal 2026, and lists supply chain and global services among its competitive advantages. The IP alternative is ruled out in the same document: with 25,859 granted patents held at January 30, 2026, Dell still says 'we are not substantially dependent on any single patent or group of related patents.' |
| Leadership | fast follower UMC describes a deliberate follow strategy in the 20-F: it intends "to avoid investments in technologies that do not present commercial potential for volume production" and believes "it is beneficial to defer investment in premature equipment needed to claim the earliest advanced technology and instead to purchase more advanced and less expensive versions of such equipment from vendors who design this equipment based on pre-production lessons learned from the earliest technology." The node ladder bears this out: the most advanced process in production in 2025 is Fab 12A's 0.014 micron, wafers at 14 nanometers and under rounded to 0.0% of wafer sales in each of 2023, 2024 and 2025, and the next rung — UMC's own 12nm FinFET process, which Intel replicated in 2025 "based on our electrical design rules and UMC-verified process" for manufacture at its Arizona fab — is only "expected to begin in 2027." | co leader The 10-K positions MongoDB as the leading document database by developer mindshare but names 'legacy database providers and large cloud providers' as better-resourced rivals across the broader database market — a category leader within a market it does not lead overall. | co leader The 10-K's only positioning claim is the unquantified 'Dell Technologies is a leader in the global technology industry'; it names no competitor and gives no share anywhere. The band therefore rests on disclosed absolute scale - ISG net revenue of 60,826m and CSG net revenue of 50,984m in Fiscal 2026, operations in over 170 countries - set against the filing's own admission that hyperscale Infrastructure-as-a-Service buyers 'often buy their infrastructure directly from original design manufacturers', which caps how much of the market Dell can lead at all. |
| Pricing power | weak The 20-F claims no premium — "our current level of pricing is comparable to that of other leading foundries in each respective geometry" — and reports that 2025 average selling price declined 5.4%, driving gross margin down from 32.6% in 2024 to 29.0% in 2025 even as 12-inch-equivalent wafer shipments rose from 3,446 thousand to 3,870 thousand and average capacity utilization improved from 68.7% to 75.2%. It also notes that "[p]rices for wafers of a given level of technology generally decline over the processing technology life cycle." | moderate Owning the IP and the roadmap ('the determination of which features are included in our free or paid offerings') gives real list-price control, but the same filing flags competitors offering database products 'at a low cost or no cost basis,' which caps it. | weak The filing describes price-taking and its own tables confirm it. It reports 'ongoing product and price competition in all areas of our business from both branded and generic competitors' and says 'We closely monitor market pricing, including the effect of foreign exchange rate movements, in an effort to provide the best value for our customers.' Total gross margin fell from 23.8% of net revenue in Fiscal 2024 to 22.2% in Fiscal 2025 to 20.0% in Fiscal 2026, with product gross margin down to 13.7%; CSG operating margin fell three straight years (7.6%, 6.1%, 5.6% of segment revenue); and non-GAAP operating income as a percentage of net revenue 'decreased 10 basis points to 8.8%' even as revenue grew 19%. Consolidated operating margin did rise 70 basis points to 7.2%, but the filing credits a lower operating expense rate for that, not price. |
| Summary | UMC's durable asset is a proprietary mature- and specialty-node process library — 55/40/28/22nm embedded memory for MCU and automotive, 55/40/28/22/14nm embedded high-voltage for display drivers, 110/55nm BCD for power management, 55/28/22nm BSI-CSI for image sensors and 110/90/55/40nm RF-SOI — backed by more than 16,700 patents worldwide at end-2025 and 7.5% of revenue spent on R&D. That library keeps a concentrated customer base qualified into UMC's fabs (top ten customers were 57.0% of 2025 operating revenues; Texas Instruments, Intel, MediaTek, Realtek and Novatek are named as primary customers). What it does not buy is price: 2025 average selling price fell 5.4% and gross margin fell from 32.6% to 29.0%, while the filing warns that new dedicated foundries are likely to initiate competitive pricing and overcapacity in legacy technology. | MongoDB monetizes developer mindshare that began as open source: the 10-K notes 'we own the intellectual property of our offerings since we are the creators of the software,' which lets it run a 'proprietary software subscription business model' and control the roadmap. The durable asset is the document-model install base and Atlas's managed multi-cloud workloads, positioned for AI as 'the underlying database … capable of processing queries against rich and complex data structures.' The counterweight, in the filing's own words, is that the large cloud providers it depends on for Atlas hosting are also its best-resourced competitors. | The AI-server line is enormous and it is not a moat - the FY2026 10-K says so in its own margin bridge. AI-optimized servers net revenue went 1,873m in Fiscal 2024 to 9,286m in Fiscal 2025 to 24,683m in Fiscal 2026 (+396% then +166%), lifting total ISG revenue to 60,826m (+40%). Over the same year ISG operating income as a percentage of segment revenue fell 110 basis points to 11.7% 'due to a decline in gross margin rate that outpaced the decline in operating expense rate. Gross margin rate decreased primarily as the result of a shift in mix towards our AI-optimized servers offerings', and the Fiscal 2027 outlook repeats the expectation of 'margin rate pressure resulting from a continuing shift in mix towards our AI-optimized servers offerings'. The cleanest test of pass-through is the filing's product-versus-services split: product net revenue grew 27% to 90,405m at a 13.7% gross margin (down from 15.8% and 17.5%), while services net revenue fell 4% to 23,133m at a 44.8% gross margin. The AI boom arrived entirely as thin product revenue and did not pull the profitable services book along with it. What Dell adds is described plainly as integration: it uses contract manufacturers, buys components from suppliers and 'subsequently sell[s] those components to the manufacturer', and its own 'manufacturing process consists of assembly, software installation, functional testing, and quality control'. The bypass is named too: 'We also face competition from non-traditional IT companies, including large Infrastructure-as-a-Service providers, that often buy their infrastructure directly from original design manufacturers. Competitive pressures could increase if customers choose to move existing workloads to these providers.' What survives as a moat is the part an ODM cannot sell an enterprise: a direct sales force and account teams, a global service and support footprint whose gross margin rate is still rising, storage that held revenue within 3% of flat through the whole mix shift, and Dell Payment Solutions financing that produces multiyear recurring arrangements. |
| Chain position | Mature- and specialty-node wafer supplier: 2025 wafer sales were 41.4% communication, 30.6% consumer and 11.6% computer, with the AI tie indirect — 2.5D silicon interposers with deep-trench capacitors shipped to major customers for HPC, cloud computing and LLM applications. | Layer-10 application-layer data platform — the operational database under AI and general software workloads. | Integrator between accelerator and component suppliers and enterprise or sovereign buyers: the 10-K says Dell purchases components from suppliers, sells them on to contract manufacturers, and performs 'assembly, software installation, functional testing, and quality control', then reaches customers through a direct sales force and a partner network that generated about 40% of Fiscal 2026 net revenue. |
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| Long-horizon vote | -0.01 at weight 0.20 · swarm neutral Editorial prior, not backtested. | +0.13 at weight 0.20 · swarm neutral Editorial prior, not backtested. | +0.05 at weight 0.20 · swarm neutral Editorial prior, not backtested. |