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.
| JPMorgan Chase | Samsung Electronics | Duolingo | |
|---|---|---|---|
| Moat rating | wide The 2025 Form 10-K opens with a balance sheet and a licensing perimeter that a new entrant cannot assemble: $4.4 trillion in assets and $362.4 billion in stockholders' equity at December 31, 2025, a principal bank subsidiary (JPMorgan Chase Bank, N.A.) with branches in 48 states and Washington, D.C., 318,512 employees across 66 countries, and consolidated supervision as a bank and financial holding company by the Federal Reserve, layered with the OCC, FDIC, SEC, FINRA, CFTC, U.K. PRA/FCA and the ECB over its principal subsidiaries. Item 1 also notes the Bank Holding Company Act restricts holding companies to banking and closely-related activities, so the charter itself is scarce. Rated wide rather than higher because Item 1's own Competition paragraph calls the environments 'highly competitive' and names e-commerce, digital-asset and financial-technology entrants that 'disintermediate traditional banking products'. | narrow Samsung leads three of its four principal markets — Q1 2026 DRAM revenue share 38.5% ($37.32B, TrendForce, https://www.trendforce.com/presscenter/news/20260601-13070.html), Q1 2026 NAND share 31.6% ($13.51B, TrendForce, https://www.trendforce.com/presscenter/news/20260525-13058.html), and #1 in Q2 2026 smartphones at 24% (Counterpoint via Android Authority, https://www.androidauthority.com/counterpoint-research-q2-2026-smartphone-shipment-report-3686931/) — but the moat is narrow, not wide: memory economics are violently cyclical (industry DRAM revenue swung +81% QoQ on contract-price spikes per the same TrendForce release), SK hynix holds the highest HBM bit-shipment mix among the top three (same release), and foundry trails TSMC 6.5% vs ~72% share (TrendForce data via TelecomLead, https://telecomlead.com/semiconductor/global-foundry-market-hits-record-47-95-bn-in-q1-2026-as-ai-chip-demand-drives-growth-tsmc-expands-share-to-72-126247). | narrow Wide is ruled out by the company's own Item 1A, which concedes "low switching costs" and that "Low barriers to entry allow start-up companies with lower costs and less pressure for profitability to compete with us." It sits well above none because Q4 DAUs grew 30% to 52.7M, DAU/MAU rose to 39.6% from 34.7%, and marketing took only 12% of FY2025 revenue, though that ratio was flat versus FY2024 and gross margin fell to 72.2% from 72.8%. It stays narrow rather than eroding because Q1 FY2026 DAUs and paid subscribers each grew 21%. |
| Moat type | cost scale The filing's durable advantage is scale rather than a proprietary technology or a stated network effect: $4.4 trillion of assets and $362.4 billion of equity, 318,512 employees, a 48-state branch footprint and a GSIB capital and liquidity regime administered under the Basel III framework. Item 1A repeatedly frames technology as a required expenditure - 'New technologies have required and could require JPMorganChase to increase expenditures to modify its products' and possible 'significant investments in technology' for quantum-resistant encryption - which is a fixed cost the firm spreads over a base few competitors match. The filing asserts no network effect and no switching-cost lock-in. | cost scale The durable advantage is manufacturing scale and capital intensity: the top three DRAM suppliers take roughly $8.97 of every $10 of industry revenue (Samsung 38.5% + SK hynix 28.8% + Micron 22.4% in Q1 2026 per TrendForce, https://www.trendforce.com/presscenter/news/20260601-13070.html), a structure sustained by multi-billion-dollar fab economics that has admitted no new large entrant in decades; Samsung is the largest-revenue producer in both DRAM and NAND (TrendForce, https://www.trendforce.com/presscenter/news/20260525-13058.html). | intangibles ip The intangible is the consumer brand, not patents: Item 1 says "For many, Duolingo has become synonymous with language learning" and that growth is "organic, primarily driven by word-of-mouth and brand buzz," while the IP section discloses only "two patent applications." Switching costs are ruled out by the filing's own "low switching costs" caption. The data-scale support is the filing's own characterisation, and the brand is admittedly damageable: an April 2025 AI memo "may have contributed to unfavorable publicity, adverse impacts on the Company's brand and social media presence, and a deceleration in user growth." |
| Leadership | co leader Item 1 claims the firm is 'a leader' in five distinct businesses at once, and 'a leading financial services firm based in the United States' - but it claims to be 'a leader', never the leader, and names no rank or peer comparison anywhere in Item 1 or Item 1A. Scale disclosed in the filing (assets, equity, 318,512 employees, 66 countries, CCB 144,196 / CIB 94,563 / AWM 29,722 headcount) puts it in the front rank; the document itself supports a co-leader reading and not a sole-leader one. | co leader Revenue leader in DRAM (38.5%) and NAND (31.6%) in Q1 2026 (TrendForce) and #1 in Q2 2026 smartphone shipments (Counterpoint), but not the leader where AI value concentrates: SK hynix has the highest HBM bit-shipment mix among the top three DRAM suppliers (TrendForce, https://www.trendforce.com/presscenter/news/20260601-13070.html) and TSMC dominates foundry with ~72% share to Samsung's 6.5% (TrendForce via TelecomLead). | clear leader Leadership holds within consumer app-based language learning, anchored on one externally checkable claim in Item 1: the app "is also the top-grossing app globally in the Education category on both Google Play and the Apple App Store," with "over 250 total language courses to more than 130 million monthly active users" as of 2025-12-31. The broader "leading market position" claim is the filing's own characterisation, and no third-party share statistic appears anywhere in the 10-K, so a band is recorded and no percentage transcribed. The band does not extend to assessment, literacy, math, music, chess or offline learning, where the filing claims no position. |
| Pricing power | moderate Item 1 states the businesses 'generally compete on the basis of the quality and variety of the Firm's products and services, transaction execution, innovation, reputation and price' - price is one of several axes, not absent. Item 1A is explicit that 'Actions by competitors could put pressure on the pricing for JPMorganChase's products and services or could cause it to lose market share, particularly with respect to investment products and traditional banking products,' and separately that higher rates can cause 'the loss of deposits, including where customers transition to higher-yielding products.' The filing states no margin trend supporting stronger pricing power. | moderate Current pricing is extraordinary but cyclical, not structural: conventional DRAM contract prices rose roughly 93-98% QoQ in Q1 2026 (TrendForce, https://www.trendforce.com/presscenter/news/20260601-13070.html) — shortage-driven commodity pricing that reverses in downcycles. The set-side shows the limit: Samsung's own MX (smartphone) division posted a KRW 0.7 trillion operating loss in Q2 2026 on elevated component costs (Samsung Newsroom, https://news.samsung.com/global/samsung-electronics-announces-second-quarter-2026-results). | weak Every mechanism is cost, mix or volume, never price. FY2025 gross margin fell to 72.2% from 72.8% on "increased AI costs used in features like Video Call" and an advertising mix shift; the Q1 FY2026 gain to 73.0% came from "continued reductions in per-unit AI costs," with margin guided to about 71.0% in Q2 and "approximately 69.0% by Q4." The filing concedes it "may not be able to fully offset such higher costs through price increases." Subscription revenue rose 44% to $873.4 million "primarily due to an increase in the average number of paid subscribers," and the cap is self-imposed: "We intentionally do not put our learning content behind a paywall." |
| Summary | Item 1 describes JPMorganChase as 'a leader in investment banking, financial services for consumers and small businesses, commercial banking, financial transaction processing and asset management' operating off a $4.4 trillion balance sheet with $362.4 billion of equity as of December 31, 2025. The protection is the combination of that scale with a regulatory perimeter - Federal Reserve consolidated supervision, a national bank charter under the OCC, and separately licensed broker-dealer and credit-institution subsidiaries in the U.K. and Germany - that bounds who may offer the same product set. The filing is candid that the perimeter is leaking at the edges: it names non-depository and internet-only entrants offering lending, payments processing, cryptocurrency and stablecoins, tokenized securities and algorithmic investment advice, and warns of 'disruption to payments processing... from the use of new technologies that may not require intermediation'. | Samsung Electronics is the world's largest memory maker and a vertically integrated device company. In Q1 2026 it was #1 in DRAM (38.5% revenue share) and #1 in NAND (31.6%), and in Q2 2026 it retook #1 in global smartphones at 24% share. The AI-datacenter memory shortage produced record results: Q2 2026 company revenue of KRW 171.5 trillion and an all-time-high operating profit of KRW 89.5 trillion, with server memory reaching a record share of the sales mix and HBM4E samples shipped to major customers (Samsung Newsroom). The caveats that keep the moat narrow: the profit pool is a price cycle, not a structural annuity; SK hynix leads the highest-value HBM segment by bit-shipment mix; and Samsung Foundry, at 6.5% share versus TSMC's ~72%, remains a distant second in leading-edge logic despite expanding 2nm design wins. | Duolingo's moat is essentially one asset — a consumer brand strong enough that the filing claims people "search for the term 'Duolingo' much more often than 'learn Spanish'" — sitting on real but not defensive scale. It converts into economics through organic acquisition: sales and marketing took 12% of FY2025 revenue while Q4 DAUs grew 30% to 52.7 million and DAU/MAU rose to 39.6% from 34.7%. It is not wide, because the company supplies both disqualifiers itself: "low switching costs" and "Low barriers to entry allow start-up companies with lower costs and less pressure for profitability to compete with us." Width and pricing power diverge: Duolingo will not price against its own free product, grows subscription revenue by adding subscribers ($873.4 million, up 44%), and guides gross margin down to roughly 69% by Q4 FY2026 "as AI feature use expands in our products." |
| Chain position | An AI adopter and a possible AI casualty, not an AI supplier: the filing books no AI revenue line and mentions no data-center or model exposure, and instead carries a dedicated risk factor on 'the development of advanced technologies such as AI' warning of 'competitive disadvantage if competitors are able to deploy AI more quickly or effectively' and of 'replacement or disintermediation of direct customer relationships if AI agents autonomously manage or intermediate financial decisions' - so its AI exposure as filed is defensive and operational rather than a supply-chain position. | Upstream supplier of DRAM/HBM and NAND to the AI datacenter buildout (server memory at a record share of its Q2 2026 sales mix; HBM4E samples shipped to major customers) and a contract foundry, while simultaneously a downstream device maker (Galaxy) that consumes its own components (Samsung Newsroom, https://news.samsung.com/global/samsung-electronics-announces-second-quarter-2026-results). | A consumer AI application and net buyer of model inference. The filing ties its margin line directly to inference cost, attributing the FY2025 subscription gross-margin decline to "increased AI costs used in features like Video Call" and guiding margin to approximately 69.0% by Q4 FY2026 "as AI feature use expands," while the Q1 FY2026 beat came from "reductions in per-unit AI costs." |
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| Long-horizon vote | +0.30 at weight 0.20 · swarm bullish Editorial prior, not backtested. | +0.13 at weight 0.20 · swarm bullish Editorial prior, not backtested. | +0.13 at weight 0.20 · swarm bearish Editorial prior, not backtested. |