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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 GitLab×Lattice Semiconductor×Silicon Motion Technology× maximum of 3 — remove one to swap
GitLab GTLB ai moat: latest change 2026-08-05 Lattice Semiconductor LSCC ai moat: latest change 2026-02-13 Silicon Motion Technology SIMO ai moat: latest change 2026-04-30
Moat rating 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

Lattice holds long-lived, low-power sockets that an outside analyst calls sticky, and it kept its gross profit high through a sharp revenue fall. But each new customer product is competed for again, and the 10-K concedes larger rivals. William Blair's research initiation (2026-10-06, https://www.williamblair.com/News/Lattice-Semiconductor-Corporation-Research-Initiation) says 'Lattice has built a leadership position in the high-volume, sticky sockets where power efficiency is critical'. The FY2025 10-K's financial data (as carried in TradingPilot fundamentals) report gross profit of $340,400 thousand on revenue of $509,401 thousand in fiscal 2024, when revenue fell from $737,154 thousand in fiscal 2023. Against that, the same 10-K says 'The selection process for our products to be included in our customers' new products is highly competitive' and 'There are no guarantees that our products will be included in the next generation'. It also says many competitors 'have substantially greater financial, technological, manufacturing, marketing, and sales resources than us'. Operating income was $11,232 thousand in fiscal 2025. Narrow rather than wide, because the sockets are re-won each product generation against larger competitors, and no independent share figure was found.

source: sec.gov

narrow

Silicon Motion's edge is real but shared with Phison and exposed to its own customers. Phison's 2025 annual report lists 'Phison, Silicon Motion, ASolid, Jmicron, etc.' as 'The major suppliers of controller chips'. Tom's Hardware (2025-05-29) reports that over a dozen SSD makers, among them Micron, Adata, Crucial, Kingston and Lexar, adopted Silicon Motion's SM2508 for PCIe 5.0 drives. It says a high-end market 'dominated' by Phison's E26 had been a 'monopoly' that 'is about to end'. NAND makers buy its controllers as well: the FY2025 20-F names two of them, Kioxia and Micron, alongside PHISEMI and AFASTOR, as customers above 10% of 2025 revenue. Gross profit was 42.3%, 45.9% and 48.3% of net sales in 2023, 2024 and 2025 (20-F), and 50.2% in Q2 2026 (results release, 2026-07-30). Against that, the 20-F says 'All the major NAND flash makers also have internal captive sources of controllers' and 'In the past, our operating results were negatively affected when NAND flash customers chose to insource controllers'. It also says controller average selling prices 'have historically decreased over time'. Phison's report gives market share as 'Not applicable because there is no clear statistical data', and no independent share figure was found, so the rating is narrow, not wide.

source: sec.gov

Moat type 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

switching costs

The lock is the design socket and the product's long life. The FY2025 10-K cites 'a commitment to product longevity, with a large number of Lattice devices having been supported in the market for over 20 years'. It says the sales team works to 'drive multi-generational design wins', and that Lattice still supports FPGA families 'that have been in market for more than a decade and still garner strong customer demand today'. William Blair (2026-10-06) calls the same sockets 'sticky'. The 10-K limits the lock to products already designed in: selection for customers' new products 'is highly competitive'.

source: sec.gov

intangibles ip

The advantage is controller and firmware know-how backed by patents, not lock-in. The FY2025 20-F says Silicon Motion has 'one of the broadest portfolios of controller intellectual property developed from our deep understanding of NAND characteristics'. It held '3,276 patents and 1,035 pending applications worldwide' as of April 7, 2026, and spent US$262.7 million on R&D in 2025; 1,837 of its 2,009 employees are engineers. It claims more NAND components from Kioxia, Micron, Samsung, SK Hynix, Sandisk and YMTC 'are supported by Silicon Motion controllers than any other company', a claim no outside source confirms. Switching costs are limited: Tom's Hardware (2025-05-29) lists drive makers moving to the SM2508 for their next-generation Gen5 SSDs, so customers can change controller suppliers between generations. In a Tom's Hardware interview (2026-06-16), Silicon Motion says its controller hardware is 'generally not customized' and that tailoring for each PC maker is done in firmware.

source: sec.gov

Leadership 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

William Blair (2026-10-06) calls Lattice 'a leader in low-power programmable silicon' with 'a leadership position in the high-volume, sticky sockets where power efficiency is critical'. It gives no share figure, and it notes that 'larger FPGA competitors' focus on compute-intensive work. The 10-K's 'Lattice is the low power programmable leader' is the company's own claim. Without a tracker's share number, and with larger rivals in the wider FPGA market, the band is co-leader rather than clear leader.

source: sec.gov

co leader

Third-party sources treat Silicon Motion and Phison as rivals in merchant NAND controllers. Phison's 2025 annual report lists both, together with ASolid and JMicron, among 'The major suppliers of controller chips', and gives its own market share as 'Not applicable because there is no clear statistical data'. Tom's Hardware (2025-05-29) says Phison's E26 had dominated high-end PCIe 5.0 client SSDs until SM2508 drives from over a dozen makers arrived. Its 2026-06-16 interview says 'both Silicon Motion and its rival Phison posted record Q1 results'. In that interview Silicon Motion puts its worldwide client SSD controller share at 'approaching 30% to 32%' and its UFS plus eMMC share of the Android smartphone market at 'around 25% to 26%'. These are the company's own estimates, and no tracker confirms them. The 20-F also names Microchip and small Chinese merchant controller suppliers as competitors. The band is therefore co-leader, not leader.

source: sec.gov

Pricing power 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

moderate

Gross profit has stayed high through the cycle. The FY2025 10-K's financial data (as carried in TradingPilot fundamentals) show gross profit of $514,670 thousand on revenue of $737,154 thousand in fiscal 2023, $340,400 thousand on $509,401 thousand in fiscal 2024, and $356,943 thousand on $523,262 thousand in fiscal 2025. The 10-Q filed 2026-08-04 shows $141,332 thousand on $201,079 thousand for the quarter ended 2026-07-04. William Blair (2026-10-06) says Lattice is 'replacing legacy small footprint FPGAs with higher-price Nexus 2 devices'. The 10-K's risk factors still warn that downturns 'can result, and in the past has resulted, in ... erosion of average selling prices'.

source: sec.gov

moderate

Margins have risen steadily. Gross profit was 42.3%, 45.9% and 48.3% of net sales in 2023, 2024 and 2025 (20-F). Gross margin was 50.2% in Q2 2026, and Q3 2026 is guided at 49.9% to 50.9% GAAP (results release, 2026-07-30). The 20-F credits 2025's gain 'primarily' to 'new projects and our ability to efficiently scale new products'. But it also says controller average selling prices 'have historically decreased over time'. It says the company may be forced to cut prices 'in response to new product introductions by our competitors', and that it gives large customers 'volume-related, price-discount incentives'. On SSD solutions, which contain NAND, it has 'limited ability to mark-up the cost of NAND flash components'. In the 2026 shortage, the company told Tom's Hardware (2026-06-16) that controller revenue grew because demand shifted to high-end controllers 'with higher ASPs', which more than made up for weaker low-end sales.

source: sec.gov

Summary

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".

Lattice makes small and mid-range FPGAs that work as companion chips to a system's processors, or as primary processors, handling control, bridging, security and sensor connectivity in servers, communications gear, factories, cars and consumer devices. It competes on power and size rather than compute. William Blair says it 'specializes in low-power, small and midrange programmable silicon', while 'larger FPGA competitors focus on the compute-intensive market'. Distributors took approximately 84% of fiscal 2025 revenue, per the 10-K. In 2026 Lattice bought AMI for $1.65 billion, which William Blair says 'extends the company into platform firmware, security, and infrastructure manageability'. This profile rates the FPGA franchise described in the 10-K, not the newly acquired firmware business.

Silicon Motion is a fabless designer of NAND flash controllers. Its customers are NAND flash makers, module makers, hyperscalers and OEMs. Revenue rose 10% to US$885.6 million in 2025 (20-F). SSD controllers were 45% to 50% of 2025 net sales, eMMC and UFS controllers 40% to 45%, and SSD solutions 0% to 5%. Its five largest customers were approximately 66% of 2025 revenue, and 79% of revenue came from sales in China, Japan and Singapore. The 2026 NAND shortage lifted Q2 2026 net sales to $451.0 million, up 127% Y/Y (results release, 2026-07-30). The company told Tom's Hardware (2026-06-16) that it gained because PC makers short of NAND turned to module makers, and 'most module makers use our controllers'. In merchant controllers, Phison's annual report names it alongside Phison among the major suppliers, and Tom's Hardware calls Phison its rival, but every major NAND maker also has its own captive controllers (20-F). Its growth bets are MonTitan enterprise SSD controllers, whose shipments were set to begin in Q2 2026 per TrendForce (2026-04-29), and Ferri and boot-drive storage solutions. In the enterprise SSD market, TrendForce's 2Q26 top five brands are all NAND makers.

Chain position

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.

Layer-4 companion silicon: low-power FPGAs for control, security and connectivity beside processors in servers and communications gear, and in industrial, automotive and consumer systems, mostly sold through distributors.

Fabless merchant NAND controller designer. It sends its designs to independent foundries (Tom's Hardware says the SM2508 is made on TSMC's N6) and sells controllers to NAND makers such as Micron and Kioxia, to module makers and to OEMs. NAND makers are both among its largest customers and, through their in-house controllers, its competitors.

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
  • Long-running FPGA families (MachXO2/3/3D/4, ECP, iCE40, CrossLink) Unknown · Moderate source: sec.gov
  • Mid-range FPGAs (Avant-E, Avant-G, Avant-X) Unknown · Low source: sec.gov
  • Small FPGAs on the Nexus and Nexus 2 platforms (CrossLink-NX, Certus-NX/N2, CertusPro-NX, MachXO5-NX) Top 3 · Moderate source: williamblair.com
Long-horizon vote +0.06 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

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+0.13 at weight 0.20 · swarm neutral

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+0.13 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

see exactly how it voted →