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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 Jabil×GitLab×ASE Technology Holding× maximum of 3 — remove one to swap
Jabil JBL ai moat: latest change 2025-10-17 GitLab GTLB ai moat: latest change 2026-08-05 ASE Technology Holding ASX ai moat: latest change 2026-04-01
Moat rating none

Jabil's FY2025 10-K (fiscal year ended August 31, 2025) says it plainly: "Our business is highly competitive, and our manufacturing processes are generally not subject to significant proprietary protection." It adds that "The significant purchasing power and market power of these competitors, many of which are large companies, has and could increase pricing and competitive pressures for us", that some "have substantially greater manufacturing, research and development (R&D) and marketing resources", and that customers "are continually evaluating the merits of manufacturing products internally against the advantages of outsourcing". Stored fundamentals from the 10-Ks show gross profit of $2,867 million on $34,702 million of revenue in fiscal 2023, $2,676 million on $28,883 million in fiscal 2024 and $2,646 million on $29,802 million in fiscal 2025. AI demand has since accelerated growth (fiscal 2026 net revenue of $36.0 billion, per the 2026-09-30 release), but growth is not protection, and the filing's own description is of an unprotected, competitive service. No moat is claimable.

source: sec.gov

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.

source: sec.gov

narrow

The FY2025 20-F argues ASEH out-competes IDM in-house lines because serving "a large base of customers across a wide range of products" lets it "reduce costs and shorten production cycles through high-capacity utilization and process expertise" and gives its equipment "a longer useful life" — a real but bounded edge, since the same filing calls the global packaging and testing market "highly competitive", notes "most of our customers obtain services from more than one source", flags foundry encroachment ("TSMC has offered advanced packaging technologies such as integrated fan-out"), and warns that "some of our competitors may have superior financial, marketing, manufacturing, research and development and technological resources than we do", offering P.R.C. government support of its domestic semiconductor companies as the example.

source: sec.gov

Moat type none

The 10-K says "We currently have a relatively modest number of patents for various innovations" and that Jabil relies "largely upon a combination of intellectual property laws, non-disclosure agreements with our customers, employees, and suppliers and our internal security systems, policies, and procedures", with other proprietary-rights factors being "the knowledge and experience of our management and workforce". Its stated advantages are operating methods (customer-dedicated business units, "highly automated, continuous flow manufacturing", global production and centralized procurement), not lock-in: "In the past, some of our customers moved a portion of their manufacturing from us in order to more fully utilize their excess internal manufacturing capacity." On the Q4 FY2026 call (https://earningswhispers.com/transcript/JBL/Q42026) management described a build-to-customer-design model rather than proprietary platforms: "We help customers build the system they've designed with their silicon, their architecture, and whichever suppliers they choose."

source: sec.gov

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."

source: sec.gov

cost scale

The advantage the 20-F actually claims is unit economics from volume, not lock-in: specialization and "economies of scale by providing services to a large base of customers", high capacity utilization spreading "relatively high fixed costs", and equipment that lasts longer because of the breadth of the order book. Capital intensity reinforces it — the filing says "semiconductor businesses are capital intensive and require significant investment in expensive equipment manufactured by a limited number of vendors", with the equipment market itself "characterized by intense demand, limited supply, and long delivery cycles".

source: sec.gov

Leadership at parity

The 10-K calls Jabil "one of the leading providers of engineering, manufacturing, and supply chain solutions" and claims no rank. Independently, EMSNOW/in4ma's "EMS&ODM Global 100" (2026-03-06, https://www.emsnow.com/?p=53535) groups Jabil with Flex, Celestica and Sanmina as the US "big four", "representing about 85% of the revenue base among ~20 US headquartered EMS/ODM", while Wistron, Quanta and Wiwynn "plus Foxconn together account for nearly 57% of global EMS/ODM production". The 10-K concedes some competitors have "substantially greater manufacturing, research and development (R&D) and marketing resources". Among the largest Western contract manufacturers but behind the Taiwanese leaders in scale: at parity, not a leader.

source: sec.gov

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.

source: sec.gov

co leader

The 20-F calls ASEH "a leading provider of semiconductor manufacturing services in assembly and testing" and "a market leader in SiP technologies from design to assembly with high-volume manufacturing", and says it has "established ourselves as a leader through the successful introduction of leading-edge advanced packaging solutions, which have played a pivotal role in bringing advanced ASIC and HBM products to the marketplace" — but the hedged "we believe we are among the leaders in such packaging processes and technologies", alongside named consolidating rivals (Jiangsu Changjiang Electronics Technology/STATS ChipPAC, Amkor/J-Devices, Tianshui Huatian Technology/Unisem) and TSMC's InFO, describes shared rather than sole leadership.

source: sec.gov

Pricing power weak

Stored fundamentals show gross profit of $2,867 million on $34,702 million of revenue in fiscal 2023, $2,676 million on $28,883 million in fiscal 2024 and $2,646 million on $29,802 million in fiscal 2025. The 10-K says "Most of our significant long-term customer contracts permit quarterly or other periodic prospective adjustments to pricing based on decreases and increases in component prices and other factors", so component costs largely pass through, while competitors may "be better positioned to compete on price for their services". Management's fiscal 2027 outlook is a core operating margin (non-GAAP) of 6.1% (release, https://www.sec.gov/Archives/edgar/data/898293/000162828026063890/jbl-20260930ex991.htm).

source: sec.gov

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."

source: sec.gov

weak

The 20-F states the industry has "a general trend toward declining prices for products and services of a given technology over time" and that ASEH's own "average selling prices of our packaging and testing services have experienced sharp declines" under "intense price competition". FY2025 consolidated gross margin was 17.7% (up from 16.3%), and management attributes the gain to "higher packaging and testing revenue mix and higher factory utilization" rather than price; the EMS half earned a 9.2% gross margin on raw-material costs equal to 78.7% of EMS revenue, and the five largest customers supplied 46.5% of 2025 operating revenues.

source: sec.gov

Summary

Jabil provides engineering, manufacturing and supply chain services through three segments. Per its FY2025 10-K, Intelligent Infrastructure serves "capital equipment, cloud and data center infrastructure, and networking and communications" customers; Regulated Industries serves automotive and transportation, healthcare and packaging, and renewables and energy infrastructure; and Connected Living and Digital Commerce is focused on "digitalization and automation, including warehouse automation and robotics". AI demand now drives growth: the fiscal 2026 release (2026-09-30) reports net revenue of $36.0 billion, with the CEO saying Jabil "grew revenue 21%, expanded core operating margin 40 basis points", and on the Q4 FY2026 call management said "AI-related revenue was up 60% year-over-year", that Jabil "ended the year with four customers with AI related revenue above a billion dollars annually", and that it expects cloud and data center infrastructure revenue of "approximately $17.5 billion" in fiscal 2027. The 10-K shows the limits: the five largest customers were approximately 36% of fiscal 2025 revenue and one customer, reported primarily in Intelligent Infrastructure, 16%; manufacturing processes are "generally not subject to significant proprietary protection"; and competitors may "be willing or able to make sales or provide services at lower margins than we do". An independent tally (EMSNOW/in4ma, 2026-03-06) counts Jabil among the US "big four" EMS providers while putting Foxconn, Wistron, Quanta and Wiwynn at "nearly 57% of global EMS/ODM production". A large, fast-growing contractor without a protected position.

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".

ASEH sells turnkey assembly and test at a scale most captive IDM lines cannot match: the 20-F says it is "involved in all stages of the semiconductor manufacturing process except circuit design and wafer fabrication", and leans on Taiwan, "currently the largest center for outsourced semiconductor manufacturing in the world", plus a "strategic alliance with TSMC", to sit next to the foundries its customers already use. The durable part is cost position from utilization, not customer capture — the filing concedes customers multi-source and that foundries are moving into advanced packaging from above.

Chain position

Contract manufacturer for cloud, networking, semiconductor-equipment, automotive, healthcare and consumer customers. On the Q4 FY2026 call management said "Others in the industry are building product companies around their own power and cooling platforms and asking customers to standardize on them. That's a legitimate model. Ours is different."

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.

Back-end contractor to the AI silicon chain: the 20-F ties its FOCoS, FOCoS-Bridge and 2.5D/3D lines to "ASICs and HBM for HPC, networking, server and AI/ML applications" and "AI accelerators for AI training", and warns that a slowdown in AI demand would leave "lower utilization rates for our specialized equipment".

Products (share / barrier)
  • Enterprise Agile Planning add-on Unknown · Low source: sec.gov
  • GitLab Dedicated (including Dedicated for Government) Unknown · Deep source: sec.gov
  • GitLab DevSecOps Platform (Free, Premium, and Ultimate tiers) Unknown · Moderate source: sec.gov
  • GitLab Duo Agent Platform (with GitLab Credits) Unknown · Low source: about.gitlab.com
  • Self-Managed GitLab (on-premises and hybrid cloud deployment) Unknown · Deep source: sec.gov
  • Electronic manufacturing services (USI Group) Challenger · Low source: sec.gov
  • Leading-edge advanced packaging (FOCoS, FOCoS-Bridge, 2.5D/3D IC, co-packaged optics) Top 3 · Deep source: sec.gov
  • Semiconductor packaging services Top 3 · Moderate source: sec.gov
  • Semiconductor testing services Top 3 · Moderate source: sec.gov
  • System-in-Package (SiP) and module solutions Leader · Moderate source: sec.gov
Long-horizon vote -0.06 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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+0.05 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

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