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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 FormFactor×GitLab×Disco Corporation× maximum of 3 — remove one to swap
FormFactor FORM ai moat: latest change 2026-06-26 GitLab GTLB ai moat: latest change 2026-08-05 Disco Corporation DSCSY ai moat: latest change 2026-04-22
Moat rating narrow

An independent tracker places FormFactor in a small group of suppliers, but the same tracker expects it to lose the top spot. TrendForce's June 2026 report on the probe card market (Part 2, 2026-06-26, https://www.trendforce.com/research/download/RP260626XO3) says 'FormFactor, Technoprobe, and MJC dominate, while Taiwan's CHPT, MPI, and WinWay gain share riding the AI wave'. It describes the economics as 'Consumable probe tips create a high-margin hardware subscription model; repair and replacement fees are key profit drivers'. Its outlook reads: 'Total revenue is forecast to surge sharply in 2026, with Technoprobe poised to overtake FormFactor as the top global supplier.' FormFactor's own margins over the last three fiscal years do not show exceptional returns. TradingPilot's fundamentals record from the FY2025 10-K (https://www.sec.gov/Archives/edgar/data/1039399/000103939926000009/0001039399-26-000009-index.htm) shows gross profit of $258.6M on $663.1M of revenue in FY2023, $307.9M on $763.6M in FY2024 and $308.9M on $785.0M in FY2025. Gross margin has since risen to 50.7% (GAAP) in Q2 2026. A defended place among three dominant suppliers, but one whose rank is slipping to a rival, is a narrow moat rather than a wide one.

source: trendforce.com

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

wide

Third-party estimates put Disco's world share far ahead of any rival, and its own results show that share earning exceptional returns that have lasted for years. Gendai Business (Kodansha, 2025-12-30, https://gendai.media/articles/-/161100) puts Disco's world share at 70-80% in each of grinders, polishers and dicers. TechNews (2025-12-16), in an article built on a Nikkei report about new laser saws, says in its own closing paragraph, without attributing the figure to Nikkei, that Disco holds about 80% of semiconductor cutting equipment, and Morningstar's company profile estimates 60%-70% of the dicing and grinding industry as of 2025. The FY2025 results (2026-04-22) show gross profit margin of 70.1%, after 70.6% in FY2024 and 67.8% in FY2023, plus an operating income margin of 42.3% and ROE of 25.1%. The four-year cumulative ordinary income margin was 41.4%, which the FY2025 financial review (https://www.disco.co.jp/eg/ir/library/doc/fr/fr20260422.pdf) says met Disco's goal of 20% or more 'for 10 consecutive years'. The technology risk Disco names on its risk-factor page (https://www.disco.co.jp/eg/ir/mginfo/risk.html) is a new method that could replace its core tooling: 'If a processing technology emerges to challenge precision diamond tooling in the future', its performance may be adversely affected. It says it is developing laser and plasma processing for materials that are difficult to process with precision diamond tooling. None of the share sources states its methodology.

source: disco.co.jp

Moat type intangibles ip

The tracker locates the advantage in proprietary probe technology. TrendForce's Part 1 report (2026-06-23, https://www.trendforce.com/research/download/RP260623JC3) says 'MEMS has become the mainstream probe process; proprietary tip alloy formulas are now the key differentiator for current capacity and longevity'. FormFactor's own example is SmartMatrix, its full-wafer contactor for high-bandwidth memory (HBM). On the Q1 2026 call (https://www.fool.com/earnings/call-transcripts/2026/04/29/formfactor-form-q1-2026-earnings-transcript/), management called it 'FormFactor's differentiated Smart Matrix full wafer contactor technology'. The consumable-tip model TrendForce describes is a recurring-revenue feature of the product rather than a separate lock-in, so intangibles/IP is the better-supported moat source.

source: trendforce.com

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

intangibles ip

Disco's Business page (https://www.disco.co.jp/eg/ir/mginfo/bg_business.html) says its 'greatest strength lies in our four distinct business fields, each interwoven to provide total solutions'. The four are diamond-abrasive consumables, made since 1937, with 'tens of thousands of blades and grinding/polishing wheels in our inventory'; precision processing equipment, most of it 'customized to meet our customers' wide ranging requirements'; application know-how; and after-sales service. The application know-how comes from laboratories, including 70-plus private test booths at the Tokyo head office, where engineers 'perform test cuts with the materials provided by the customer in order to recommend solutions'. The page calls providing 'the best processing results in the form of our processing solutions' 'the core element offered by DISCO'. The June 2026 Top Message (https://www.disco.co.jp/eg/ir/mginfo/message.html) keeps manufacturing in-house as 'a source of technological innovation, market responsiveness, and competitiveness'. The asset is accumulated process know-how spanning tool, machine and processing parameters. The pages cite no patent count.

source: disco.co.jp

Leadership co leader

TrendForce's Part 2 report (2026-06-26) names 'FormFactor, Technoprobe, and MJC' as the dominant suppliers and says 'Total revenue is forecast to surge sharply in 2026, with Technoprobe poised to overtake FormFactor as the top global supplier', which implies FormFactor holds the top rank now and that TrendForce expects it to lose that rank. In logic, the rival reports a large position. Technoprobe's May 2026 company presentation (https://www.technoprobe.com/wp-content/uploads/2026/05/Technoprobe-Company-Presentation-May-2026.pdf, citing Yole's Q3 2024 test consumables monitor) gives Technoprobe 'Market Share: 34%' of the $1.6 billion 2024 logic probe card market and 60% of the $937 million MEMS logic probe card market. TrendForce gives no percentage for FormFactor. A shared front rank, with the overall lead forecast to pass to Technoprobe, is co-leadership.

source: trendforce.com

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

clear leader

Third-party estimates agree that Disco leads by a wide margin. Gendai Business (Kodansha, 2025-12-30) puts its world share at 70-80% in each of grinders, polishers and dicers. TechNews (2025-12-16, https://technews.tw/2025/12/16/disco-three-equipment/), in an article built on a Nikkei report, calls it in its own closing paragraph the global leader in semiconductor cutting equipment with about 80%; it does not attribute that figure to Nikkei. Morningstar's profile (https://www.morningstar.com.au/investments/security/fra/D65/summary) calls it 'the world's largest manufacturer of semiconductor-grade saws and grinders' with an estimated 60%-70% share as of 2025. Disco's own IR pages (https://www.disco.co.jp/eg/ir/mginfo/msg_share.html) give no share figure and say growth in scale, 'including sales figures and global shares', 'is not our goal'. None of the articles names its data source.

source: disco.co.jp

Pricing power moderate

Gross margin sat near 39-40% for three years, per TradingPilot's fundamentals record from the FY2025 10-K ($258.6M on $663.1M, $307.9M on $763.6M and $308.9M on $785.0M for FY2023-FY2025). It then jumped. The Q2 2026 results release (https://seekingalpha.com/pr/20600102, 2026-07-29) reports GAAP gross margin of 50.7%, against 38.4% in Q1 2026 and 37.3% in Q2 2025, and guides Q3 2026 to 52.0% plus or minus 1.5%. Management attributes the gain to cost and yield rather than price. On the Q1 2026 call it said 'pricing really is not a driver of the gross margin improvement. It's COGS reduction and our operations team continuing to improve yields and cycle times'. TrendForce describes consumable probe tips as 'a high-margin hardware subscription model'. Margins are higher now, but FormFactor itself does not credit price for the improvement.

source: trendforce.com

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

strong

Gross profit margin was 67.8% in FY2023, 70.6% in FY2024, 70.1% in FY2025 and 71.3% in the April-June 2026 quarter, with a FY2025 operating income margin of 42.3%. Disco attributes the FY2025 dip to 'changes in the product and application mix' and says the margin 'Remained at a high level'. It attributes part of the 1Q FY2026 rise to 'favorable exchange rates' as well as 'high-value-added products'. A company-wide gross margin near 70% across three fiscal years is the pricing evidence; Disco publishes no list-price data.

source: disco.co.jp

Summary

FormFactor makes probe cards, the consumable interfaces used to test chips at wafer level, for foundry and logic customers and for DRAM including HBM. It also has a Systems business, whose co-packaged-optics probing products management said on the Q1 2026 call were ramping. TrendForce's June 2026 probe card reports name FormFactor, Technoprobe and MJC as the dominant suppliers. They say MEMS probes are now mainstream, with 'proprietary tip alloy formulas' the key differentiator. They describe consumable probe tips as 'a high-margin hardware subscription model', with order visibility stretching 'from one quarter to up to two years'. FormFactor is benefiting: Q2 2026 revenue was $258.2 million, up 31.9% year over year, and GAAP gross margin was 50.7% against 37.3% a year earlier. On the Q1 2026 call, management said a second HBM customer was increasing adoption of SmartMatrix, and that networking probe cards had made a leader in high-performance compute a 10% customer. The limits are competitive. TrendForce forecasts that Technoprobe will overtake FormFactor as the top global supplier in 2026, and says Taiwanese suppliers CHPT, MPI and WinWay are gaining share. Technoprobe's May 2026 presentation, citing Yole, puts its own share at 34% of the 2024 logic probe card market and 60% of MEMS logic probe cards.

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".

Disco makes the machines that thin wafers (grinders and polishers) and cut them into chips (blade dicing saws and laser saws), plus the diamond blades and wheels those machines use up. FY2025 (the year to March 2026) net sales were a record 436.9 billion yen, up 11.1%, with operating income of 185.0 billion yen. The results attribute the sales growth to 'an increase in shipments for generative AI'. Demand for 'advanced logic and HBM (High Bandwidth Memory)' stayed high, while power-semiconductor demand was sluggish as EV demand slowed. Grinder shipments rose 17% in FY2025 against 1% for dicers, and IC applications were 76% of fourth-quarter grinder shipments. Consumables were 21% of FY2025 shipments. In the April-June 2026 quarter their sales hit a record 'Due to higher customer facility operation rates and favorable exchange rates', a recurring stream tied to machine usage. In that quarter net sales rose 27.1% to 114.3 billion yen at a 71.3% gross profit margin. Disco discloses forecasts only one quarter ahead because of 'drastic and rapid fluctuations in customer willingness to invest'. Its risk factors name a technology that could 'challenge precision diamond tooling' as a threat to the business.

Chain position

A wafer-test consumables supplier between chipmakers and tester makers. Its customers include HBM and DRAM makers and foundry/logic chip designers. TrendForce's Part 1 report (2026-06-23) says 'Advantest and Teradyne have taken stakes in Technoprobe, FormFactor, and MJC, signaling accelerated vertical integration ahead.'

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.

Upstream back-end equipment and consumables supplier to chipmakers and packaging houses. In the April-June 2026 quarter, IC applications were 70% of dicer shipments and 79% of grinder shipments, and Asia took 82% of sales: Taiwan 34%, China 27% (including local factories of foreign manufacturers) and Korea 11%.

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-horizon vote +0.13 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

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+0.06 at weight 0.20 · swarm neutral

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+0.42 at weight 0.20 · swarm bearish

Editorial prior, not backtested.

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