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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 Adobe×Macronix International×Advantest× maximum of 3 — remove one to swap
Adobe ADBE ai moat: latest change 2026-01-15 Macronix International 2337.TW ai moat: latest change 2026-03-07 Advantest ATEYY ai moat: latest change 2026-06-26
Moat rating narrow

The FY2025 10-K's own Competition section says the markets for Adobe's solutions are characterized by 'limited barriers to entry, short product lifecycles, customer price sensitivity ... and the frequent entry of new solutions or competitors', and Item 1A adds that Adobe 'face[s] increasing competition from companies offering generative and agentic AI solutions, including but not limited to prompt-based and multi-modal creation and editing, document productivity and understanding' - the two categories that carry the Digital Media segment. That disclosed contestability caps the moat below wide, while the same filing's industry-standard app designations and 89% consolidated gross margin keep it well above none.

source: sec.gov

none

Macronix has real niches, but its returns show no durable edge. It lost money through the last downturn, and in its largest market it trails two rivals. Its 2025 annual report shows a net loss of NT$3.3 billion (loss per share NT$1.77) on revenue of NT$28.9 billion, at an average gross margin of 17.8%. The year before, the net loss was NT$3,212,284 thousand. NOR Flash was 61% of 2025 revenue. In that market TrendForce (2026-09-14) names Winbond the 'market leader' and GigaDevice 'second-ranked', and Macronix gives its own share as 'approximately 16.9% in 2025'. Today's profits come from an industry-wide shortage. Gross margin rose to 64.4% in 2Q26 from 15.6% a year earlier. The Taipei Times (2026-07-30) reports that Macronix cited 'sharp price increases in NAND and NOR amid supply constraints'.

source: macronix.com

wide

A disclosed share that rose while margin expanded. The FY2025 Annual Securities Report and Business Report (84th term, filed 2026-06-26) lists as FY2025 progress: 'Further expanded our market share in the semiconductor tester (ATE) market (CY2024: 58%; CY2025: 65%)', earned on net sales of ¥1,128,610 million at an operating income to net sales ratio of 44.2%, 'an increase of 14.9 percentage points from the previous fiscal year'. The share is a company metric and the filing says so — 'the ratio of Advantest's semiconductor tester sales to the overall size of the semiconductor tester market', where 'The semiconductor tester market size is estimated independently by Advantest based on certain assumptions and available information'. The same filing names seven principal tester competitors (Teradyne, Inc., CCTech, Accotest, YC Corp., Cohu, Inc., UniTest Co., Ltd. and EXICON Ltd.), so this is a lead held against a named field rather than an empty one.

source: advantest.com

Moat type switching costs

The 10-K frames Adobe's differentiation as an integrated ecosystem the customer's work lives inside: Creative Cloud Pro subscribers get 'cloud storage to easily sync, access, collaborate and share their work, files and assets', the AI platform offers a choice of models 'without the friction of switching between workflows and platforms', and on the enterprise side 'Our competitive differentiation comes from the increased value we provide customers by integrating the Adobe Experience Platform with our comprehensive set of solutions'. 96% of FY2025 revenue is subscription, with $22.52B of remaining performance obligations, up 13% year over year.

source: sec.gov

none

The evidence does not support any of the candidate moat sources strongly enough. Scale: in NOR, TrendForce (2026-09-14) names Winbond 'market leader' and GigaDevice 'second-ranked', ahead of Macronix. Its capacity is 'effectively capped at around 25,000 wafers per month' (TrendForce News, 2026-04-28). IP: it holds 9,911 patents (2025 annual report), but they did not keep it profitable through the downturn. Niche position: TrendForce (2026-01-07) says Macronix 'has a competitive edge' in MLC NAND. That niche opened because Samsung, 'formerly the largest supplier', is exiting. TrendForce also warns that improved TLC solutions or a NAND downturn could pressure MLC prices. ROM: the company says it holds over half the market, but the line is shrinking. ROM revenue fell to NT$4,625,353 thousand in 2025 from NT$5,403,832 thousand in 2024.

source: macronix.com

intangibles ip

What management itself names as the source of the position is a proprietary platform. The July 29, 2026 Q1 FY2026 results briefing states: 'Our leading SoC Test platform, V93000, has been widely adopted across a broad range of customers in the increasingly complex AI semiconductor markets, where advanced packaging technologies including GPUs, ASICs, and CPUs are being adopted. It serves as a key foundation that underpins our competitive advantage.' The 84th-term report shows the spend behind it: R&D was approximately ¥71.4 billion in FY2024 and ¥78.1 billion in FY2025, 'The number of employees in its research and development division is approximately 30% of the Advantest workforce', and in the Test System Business Segment 'a large and ongoing investment in research and development is necessary in order to maintain market competitiveness'. Its stated IP mitigation is that 'Advantest strategically and proactively files patent applications during product development and prior to product shipment'.

source: advantest.com

Leadership clear leader

In the segment that is 74% of FY2025 revenue ($17.65B of $23.77B) the 10-K asserts leadership outright: Illustrator 'our industry-standard vector graphics app', After Effects 'our industry-standard motion graphics and visual effects app', Acrobat 'a leading document productivity app', and 'category and brand leadership' in the Competition section. The claim does not extend to the whole company - the same section says the marketing solutions 'face broad competition from large, established enterprise software and cloud companies'.

source: sec.gov

fast follower

In NOR Flash, TrendForce (2026-09-14) discusses 'market leader Winbond', 'second-ranked GigaDevice' and MXIC among 'major NOR Flash suppliers'. Macronix puts its own NOR share at approximately 16.9% in 2025, up from approximately 16.1% in 2024 (annual reports). Its claims to lead narrower markets rest on weaker evidence. The 2025 annual report says its ROM products 'account for more than 50% of the global market', which is a company claim. The Taipei Times (2026-07-30) says Macronix 'dominates the market for low-density multi-level-cell NAND used in eMMC'.

source: macronix.com

clear leader

The 84th-term report discloses Advantest's tester-market share at 65% in CY2025, up from 58% in CY2024, and carries the same 65% among its disclosed management metrics against a target of '58% or more'; the filing defines it as Advantest's semiconductor tester sales over a market size 'estimated independently by Advantest based on certain assumptions and available information'. The July 29, 2026 briefing names the platform behind that share — V93000, 'widely adopted across a broad range of customers in the increasingly complex AI semiconductor markets'. Teradyne, Inc. heads the filing's list of principal tester competitors.

source: advantest.com

Pricing power strong

Per the same 10-K's segment table, Digital Media earned a 95% gross profit margin in FY2025 (96% FY2024, 95% FY2023) and consolidated gross margin held at 88%/89%/89% across FY2023-FY2025 while revenue grew 11% to $23.77B. 96% of revenue is subscription and remaining performance obligations reached $22.52B, up 13%. Item 1A's warning of 'downward pressure on pricing and gross margins' has not shown up in realized margin.

source: sec.gov

weak

Supply, not Macronix, has set prices across the cycle. Gross margin was 17.8% for 2025 (annual report) and 15.6% in 2Q25, then rose to 40.8% in 1Q26 and 64.4% in 2Q26 (Taipei Times, 2026-07-30). During the shortage Macronix has raised NOR Flash and SLC NAND prices and 'shifted to a monthly negotiation model' (TrendForce News, 2026-04-28). It expects gross margin to reach 80 percent 'in the foreseeable future' (Taipei Times, 2026-07-30). These gains follow an industry-wide shortage: TrendForce (2026-09-14) reports that NOR contract prices rose by a cumulative average of 100–120% in 1H26.

source: macronix.com

strong

Q1 FY2026 gross profit was ¥255,553 million on net sales of ¥367,473 million, and the July 29, 2026 briefing states the resulting figure itself: 'Gross margin reached 69.5%', with 'an operating margin of 51.7%'. Management attributes that level to 'a favorable sales mix and limited inventory valuation losses amid the robust demand environment', not to price, and guides FY2026 full-year gross margin to 66–67% and operating margin to 49.4% after incorporating 'the impact of higher component costs, particularly for memory-related components'. FY2025 closed at a 44.2% operating margin, up 14.9 points year on year, on sales up 44.7%.

source: advantest.com

Summary

Adobe's durable advantage is the cost of leaving rather than any disclosed market share. Its FY2025 10-K calls Illustrator 'our industry-standard vector graphics app' and After Effects 'our industry-standard motion graphics and visual effects app', describes Acrobat as 'a leading document productivity app', and sells them as one subscription ecosystem where assets, workflows and collaboration are cloud-resident. The economics follow: Digital Media earned a 95% gross profit margin on $17.65B of FY2025 revenue, 74% of the company. The same filing is unusually candid about the limits, calling its markets characterized by 'limited barriers to entry' and warning that competition will 'continue to intensify' with named generative and agentic AI entrants in both creation and document productivity - so the moat reads narrow rather than wide, held today by realized pricing and switching costs rather than by structural protection.

Macronix is a Taiwanese integrated maker of non-volatile memory. It makes NOR Flash, SLC NAND, eMMC built on 2D MLC and 3D TLC NAND, and mask ROM, and runs a small foundry business. In 2025 NOR was 61% of revenue, ROM 16% and NAND 16% (annual report). The mix is shifting fast. TrendForce (2026-01-07) reports that Samsung's exit from MLC NAND leaves a niche in which Macronix has 'a competitive edge'. It also reports that Macronix 'has already scaled down some of its NOR Flash capacity' to make more MLC NAND. By 2Q26 NAND was 43% of revenue and NOR 48% (Taipei Times, 2026-07-30). TrendForce (2026-09-14) adds that Macronix is putting its new 12-inch capacity into NAND and eMMC, so its NOR bit growth trails its overall capacity growth. Its largest customer, a related party, accounted for 16.16% of 2025 revenue. The upcycle has turned results around. Revenue reached a record NT$19.13 billion in 2Q26 at a 64.4% gross margin, after net losses in 2024 and 2025. The verdict is no moat. Macronix is well placed in tight markets but trails Winbond and GigaDevice in NOR, and its recent profits come from a shortage that its rivals share.

Advantest sells the test step that certifies silicon before it ships, and its position there is disclosed rather than inferred: its own tester-market-share metric moved from 58% in CY2024 to 65% in CY2025 (84th-term Annual Securities Report), against a market size the filing says Advantest estimates itself. The lead is concentrated in SoC test — the July 29, 2026 briefing calls V93000 'our leading SoC Test platform' and 'a key foundation that underpins our competitive advantage' — and the customer base runs straight into the AI chain: NVIDIA International, Inc. was ¥228,273 million, or 20.2%, of FY2025 consolidated net sales, having been below the filing's 10% disclosure threshold the prior year, with Taiwan Semiconductor Manufacturing Co., Ltd. at ¥124,922 million, or 11.1%. Economics moved with it: FY2025 operating margin was 44.2%, up 14.9 points, and Q1 FY2026 gross margin reached 69.5%, which management attributes to 'a favorable sales mix and limited inventory valuation losses amid the robust demand environment' rather than to price. The counterweights sit in the same documents. The 84th-term report's customer-trust risk factor warns that if Advantest fails to meet expectations on ramp-up and post-sales service, 'the maintenance or expansion of Advantest's market share may be constrained'; it names separate competitor sets in test handlers (Hon. Precision, CCTech, Cohu, TechWing) and device interfaces (TSE, ISC, BeLINK) where no share is disclosed at all; and the July 29, 2026 briefing guides FY2026 full-year gross margin down to 66–67% having 'incorporated the impact of higher component costs, particularly for memory-related components, mainly in the second half of the fiscal year'.

Chain position

An AI-application layer company that both builds its own commercially safe Firefly foundation models and licenses 'an extensive ecosystem of third-party models', distributing generative AI into creative, document and marketing workflows.

Upstream supplier of NOR Flash, SLC NAND, eMMC and ROM to makers of automotive, industrial, communication, server, medical and game products. Foundry services were 6.43% of 2025 revenue.

Back-end capital equipment: Advantest's testers certify devices after fabrication, and the 84th-term report's FY2025 major-customer table puts NVIDIA International, Inc. at 20.2% and Taiwan Semiconductor Manufacturing Co., Ltd. at 11.1% of consolidated net sales, with overseas sales 97.8% of the total.

Products (share / barrier)
  • Adobe Acrobat solutions (Acrobat Studio, Acrobat Pro, Acrobat Standard, Acrobat Reader) Leader · Moderate source: sec.gov
  • Adobe Experience Platform and Experience Cloud apps (Real-Time CDP, Journey Optimizer, Experience Manager, Analytics, Marketo Engage, Commerce, Workfront) Unknown · Moderate source: sec.gov
  • Adobe Express Unknown · Low source: sec.gov
  • Adobe Firefly solutions (Firefly models, Firefly app, Custom Models, Foundry, Firefly Services) Unknown · Moderate source: sec.gov
  • Adobe Substance 3D Collection Unknown · Moderate source: sec.gov
  • Creative Cloud Pro flagship apps (Photoshop, Illustrator, Premiere Pro, After Effects, Lightroom) Leader · Moderate source: sec.gov
Long-horizon vote +0.24 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

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-0.06 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

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+0.42 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

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