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.
| GitLab | Lattice Semiconductor | JCET Group | |
|---|---|---|---|
| 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. | 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. | none JCET has scale but not excess returns. TrendForce's 2024 OSAT ranking (2025-05-13) puts it third with '$5B in revenue (+19.3% YoY)', behind ASE at $18.54B ('nearly a 45% share among the top ten') and Amkor at $6.32B. JCET's 2025 annual report, citing ChipInsights, says it stayed third globally and first in mainland China, with the top three OSATs holding more than 52% combined. That scale has not lifted returns. The same report gives weighted average ROE of 5.81% in 2023, 6.00% in 2024 and 5.56% in 2025, or 4.86% in 2025 excluding non-recurring items. Main-business gross margin was 13.95% in 2025, up 1.07 percentage points. Net profit attributable to shareholders fell 2.75% to RMB 1.565 billion on revenue of RMB 38.87 billion. ROE for the first half of 2026 was 2.92%. |
| 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." | 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'. | none None of the usual moat sources holds up in the cited evidence. Cost scale: JCET ranks third, but its ROE has stayed between 5.56% and 6.00% for three years, and TrendForce's 2024 ranking puts ASE at $18.54B against JCET's $5B. IP: the annual report lists 3,123 patents, 2,601 of them invention patents. The same report's 2026 plan says that in high-end advanced packaging the company will 'accelerate catching up' in customer binding, technology R&D and capacity. Its high-end advanced packaging plant, JCET Microelectronics, posted a net loss in 2025 while ramping. Switching costs: the top five customers took 48.80% of 2025 sales. Amkor's FY2025 10-K names JCET Group with ASE Technology and Powertech as established Asian competitors and says IDM customers weigh outsourcing against 'their own in-house capabilities'. JCET's 1H26 report adds that foundries and IDMs are speeding up their own advanced packaging. Policy also limits the high end. TrendForce (2025-02-14, citing Commercial Times) reports that with Chinese OSAT firms excluded from the U.S. PW list, 'high-end chip packaging is blocked in China', pushing those orders to Taiwanese OSATs. |
| 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. | 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. | fast follower TrendForce's 2024 ranking has JCET third at $5B, against ASE's $18.54B and Amkor's $6.32B. The annual report, citing ChipInsights, keeps it third in 2025. JCET is in volume at the high end but describes itself as catching up there. Its 2025 report says the XDFOI chiplet process has entered mass production and the company made 'substantive progress' in 2.5D volume production, but its 2026 plan also says it will 'accelerate catching up' in high-end advanced packaging. TrendForce (2026-01-30) reports that JCET's XDFOI-based silicon-photonics engine completed customer sample deliveries and passed client-side validation, and that UMC is targeting CPO mass production in 2027. |
| 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." | 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'. | weak Main-business gross margin was 13.95% in 2025, up 1.07 percentage points, and materials made up 68.65% of packaging and test cost. The 2025 risk section says China's packaging industry 'has attracted many participants', and that rising competition may lower the industry's average unit prices and margins. The 1H26 report goes further: as new capacity comes on line, 'price competition in traditional packaging is especially prominent'. It also says the company improved its price-linkage mechanism and that gross margin 'continued to improve'. |
| 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. | JCET is mainland China's largest OSAT and the world's third-largest. It runs eight production bases in China, South Korea and Singapore and offers wafer-level, 2.5D/3D, system-in-package, flip-chip and wire-bond packaging, plus wafer probe and final test. Revenue in 2025 was RMB 38.87 billion, up 8.09%. By application, communications was 36.4%, consumer 23.6%, computing 21.3%, automotive 9.6% and industrial and medical 9.1%. Computing revenue grew 42.6% in 2025, then grew 40.4% in 1H26 to reach 30.1% of revenue. Volume is still mostly mainstream packaging: 38,880.05 million traditional units against 18,275.89 million advanced units in 2025. Most revenue comes from abroad. Overseas sales were RMB 30.44 billion of RMB 38.71 billion in main-business revenue, at a 12.20% gross margin against 20.40% on domestic sales. JCET is building in several directions: the XDFOI chiplet platform, a silicon-photonics engine for co-packaged optics that TrendForce (2026-01-30) says passed client-side validation, the JSAC automotive plant in Lingang, and the SDSS flash packaging plant, in which it bought 80% from Sandisk in September 2024. The 1H26 report shows revenue up 5.0% to RMB 19.53 billion, with net profit attributable up 79.4% to RMB 844.6 million. Even with that half-year gain, ROE was 2.92% for the half. The verdict is no moat: JCET is the scale leader among Chinese packagers, and its returns have stayed near 5% to 6% for three years while it catches up at the high end. |
| 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. | Back-end assembly and test contractor for chip designers, IDMs and foundries. In 2025, overseas sales were RMB 30.44 billion of RMB 38.71 billion in main-business revenue, and the five largest customers took 48.80% of sales. |
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| Long-horizon vote | +0.06 at weight 0.20 · swarm neutral Editorial prior, not backtested. | +0.13 at weight 0.20 · swarm neutral Editorial prior, not backtested. | -0.06 at weight 0.20 · swarm neutral Editorial prior, not backtested. |