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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×Everspin Technologies× 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 Everspin Technologies MRAM ai moat: latest change 2026-03-04
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

narrow

Everspin owns an MRAM process and IP position that buyers, including the U.S. government, pay to secure, but the business is small and its profits are thin. The FY2025 10-K cites 'over 20 years of MRAM technology and manufacturing leadership' and calls Everspin 'the leading supplier of discrete MRAM components'. That is the company's own claim, and no tracker share was found, so the rating stays modest. On 2026-04-24 Everspin signed a $40,000,000 subcontract with Amentum under a Naval Surface Warfare Center, Crane Division prime contract. The program's objective is for the U.S. government to have 'a set of proven processes and manufacturing capability' for new Toggle MRAM for use in strategic systems (8-K). Returns are thin. The 10-K reports revenue of $55.2 million and $50.4 million, gross margin of 51.2% and 51.8%, and a net loss of $0.6 million and net income of $0.8 million for 2025 and 2024. It also warns that larger competitors 'may be better positioned to accept lower prices'.

source: sec.gov

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

The advantage is process know-how and patents, not scale. The 10-K reports 596 issued patents and 141 pending applications as of 2025-12-31, and Everspin earns money from them. GLOBALFOUNDRIES 'will pay royalties' on each wafer it sells or transfers that uses 'certain Everspin design information', and during an exclusivity period it agreed 'not to license intellectual property developed in connection with the agreement to our named competitors'. Under the Amentum subcontract (8-K, 2026-04-24), Everspin 'will provide process know-how and IP for Toggle MRAM manufacturing in case the Company exits the Toggle MRAM business'. The IP is contested. The 10-K discloses that Avalanche Technology filed a patent lawsuit in Delaware and a complaint with the U.S. International Trade Commission in January 2026. MRAM-Info (2026-02-06) reports the suit covers four STT-MRAM patents.

source: sec.gov

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

fast follower

The leadership claim is Everspin's own, and a rival contests it. The 10-K calls Everspin 'the leading supplier of discrete MRAM components', and the 2Q26 release calls it 'the world's leading developer and manufacturer' of MRAM persistent memory. No tracker share was found. A rival sells in the same niche: MRAM-Info (2024-03-27) reports that Avalanche Technology launched 2Gb and 8Gb space-grade STT-MRAM devices. Everspin's 10-K lists its DRAM-replacement STT-MRAM at 1Gb density. Outside MRAM, the 10-K describes Everspin as 'an emerging specialty memory product supplier' that competes with much larger SRAM, FRAM, NVSRAM, DRAM and NOR vendors.

source: sec.gov

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

moderate

Gross margin has stayed above half of revenue. The 10-K reports 51.8% for 2024 and 51.2% for 2025, and the 2026-08-05 release reports 53.9% for 2Q26, up from 51.3% a year earlier. The premium has limits. The 10-K lists 'customer adoption of MRAM technology despite the price per bit premium of our products versus competing technologies' as a competitive factor, and its risk factors describe markets with 'declining average selling prices'.

source: sec.gov

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".

Everspin is a small specialist in MRAM, a non-volatile memory. Freescale spun it out in 2008. Its lines are Toggle MRAM (128kb to 32Mb, in production since 2008), STT-MRAM (1Gb parts with DDR3 and DDR4 derivative interfaces, plus 16Mb to 256Mb serial parts aimed at NOR replacement), TMR sensors, and IP licensing and foundry services. It adds its magnetic layers to purchased CMOS wafers on a leased 200mm line in Chandler, Arizona. Its higher-density STT-MRAM wafers come from GLOBALFOUNDRIES, its single foundry for those products. In April 2026 it signed two agreements. The first is a ten-year foundry agreement under which Microchip will make MRAM, TMR sensor and STT-MRAM wafers at its Gresham, Oregon fab, with Toggle and sensor capacity expected about 18 months after signing. The second is the $40,000,000 Amentum subcontract to develop on-shore Toggle MRAM production for U.S. strategic systems. In 2025 revenue was $55.2 million at a 51.2% gross margin, and more than 1,405 end customers bought its products. The two largest end customers took 33% of revenue. In 2Q26 revenue reached a record $18.7 million and gross margin was 53.9%. GAAP operating expenses rose to $14.5 million from $8.7 million, giving a GAAP net loss of $(3.6) million. Avalanche Technology is suing over four STT-MRAM patents. The verdict is a narrow moat. Everspin holds a defensible MRAM process and IP niche that the U.S. government is paying to secure. But the business is small, its profits are thin, and its higher-density line faces a patent challenge and much larger memory rivals.

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 supplier of persistent memory to makers of industrial, medical, automotive and transportation, aerospace and defense, and data-center equipment. GLOBALFOUNDRIES makes its 300mm STT-MRAM wafers, its Chandler line adds the magnetic layers for Toggle, and Microchip's Gresham fab is contracted for future capacity.

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

Editorial prior, not backtested.

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+0.06 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

see exactly how it voted →