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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 Microsoft×Onto Innovation× add + AMD AMD+ ASE Technology Holding ASX+ ASM International ASMIY+ ASML ASML+ ASMPT ASMVY+ ASUSTeK Computer ASUUY+ Adobe ADBE+ Advantest ATEYY+ Alibaba Group BABA+ Alphabet GOOGL+ Amazon AMZN+ Ambarella AMBA+ Amkor Technology AMKR+ Amphenol APH+ AppLovin APP+ Apple AAPL+ Applied Digital APLD+ Applied Materials AMAT+ Applied Optoelectronics AAOI+ Arista Networks ANET+ Arm Holdings ARM+ Astera Labs ALAB+ Axcelis Technologies ACLS+ Baidu BIDU+ Bloom Energy BE+ Broadcom AVGO+ C3.ai AI+ CXMT 688825.SS+ Cadence Design Systems CDNS+ Camtek CAMT+ Celestica CLS+ Cerebras Systems CBRS+ ChipMOS Technologies IMOS+ Ciena CIEN+ Cipher Mining CIFR+ Cisco Systems CSCO+ Cloudflare NET+ Coca-Cola KO+ Coherent Corp COHR+ Comfort Systems USA FIX+ Constellation Energy CEG+ Core Scientific CORZ+ CoreWeave CRWV+ Corning GLW+ Credo Technology CRDO+ CrowdStrike CRWD+ Datadog DDOG+ Deere & Company DE+ Dell Technologies DELL+ Digital Realty Trust DLR+ DigitalOcean DOCN+ Disco Corporation DSCSY+ Duolingo DUOL+ EMCOR Group EME+ Eaton ETN+ Eli Lilly and Company LLY+ Equinix EQIX+ Everpure, Inc. P+ Everspin Technologies MRAM+ Extreme Networks EXTR+ Fabrinet FN+ Flex FLEX+ FormFactor FORM+ GE Vernova GEV+ Gigabyte Technology 2376.TW+ GitLab GTLB+ GlobalFoundries GFS+ Hewlett Packard Enterprise HPE+ Hon Hai Precision (Foxconn) HNHPF+ Hua Hong Semiconductor 1347.HK+ Hut 8 HUT+ IBM IBM+ IREN IREN+ Intel INTC+ Inventec 2356.TW+ Iron Mountain IRM+ JCET Group 600584.SS+ JPMorgan Chase JPM+ Jabil JBL+ Johnson Controls International JCI+ KLA Corporation KLAC+ Kioxia Holdings KXIAY+ Kulicke & Soffa KLIC+ Lam Research LRCX+ Lattice Semiconductor LSCC+ Lenovo Group LNVGY+ Lumentum Holdings LITE+ MACOM Technology Solutions MTSI+ Macronix International 2337.TW+ Marvell Technology MRVL+ MaxLinear MXL+ MediaTek 2454.TW+ Meta Platforms META+ MiTAC Holdings 3706.TW+ Micron MU+ MiniMax 0100.HK+ Moderna MRNA+ Modine Manufacturing MOD+ MongoDB MDB+ Montage Technology 688008.SS+ NVIDIA NVDA+ Nanya Technology 2408.TW+ Nebius Group NBIS+ NetApp NTAP+ Netflix NFLX+ Netlist NLST+ Nokia NOK+ Nova Ltd NVMI+ Oracle ORCL+ Palantir Technologies PLTR+ Palo Alto Networks PANW+ Pegatron 4938.TW+ Penguin Solutions PENG+ Pfizer PFE+ Phison Electronics 8299.TWO+ Powell Industries, Inc. POWL+ Powerchip Semiconductor Manufacturing Corporation 6770.TW+ Powertech Technology 6239.TW+ Qualcomm QCOM+ Quanta Computer 2382.TW+ RELX plc RELX+ Rambus RMBS+ SAP SAP+ SK Hynix SKHY+ Salesforce CRM+ Samsung Electronics 005930.KS+ SanDisk SNDK+ Sanmina SANM+ Schneider Electric SBGSY+ Seagate Technology STX+ Semiconductor Manufacturing International Corporation 0981.HK+ Semtech SMTC+ ServiceNow NOW+ Silicon Motion Technology SIMO+ Snowflake SNOW+ SoundHound AI SOUN+ Space Exploration Technologies Corp. (SpaceX) SPCX+ Super Micro Computer SMCI+ Synopsys SNPS+ TE Connectivity TEL+ TSMC TSM+ Talen Energy TLN+ Tempus AI TEM+ Tencent Holdings TCEHY+ TeraWulf WULF+ Teradyne TER+ Tesla, Inc. TSLA+ The Walt Disney Company DIS+ Tokyo Electron 8035.T+ Tongfu Microelectronics 002156.SZ+ Tower Semiconductor TSEM+ Trane Technologies TT+ United Microelectronics Corporation UMC+ Vanguard International Semiconductor 5347.TWO+ Vertiv VRT+ Visa V+ Vistra VST+ Walmart WMT+ Western Digital WDC+ Winbond Electronics 2344.TW+ Wistron 3231.TW+ Wiwynn 6669.TW+ X-FAB Silicon Foundries XFAB.PA+ X-energy XE+ Zhipu AI 2513.HK+ nVent Electric NVT
Microsoft MSFT ai moat: latest change 2026-07-29 Onto Innovation ONTO ai moat: latest change 2026-02-24
Moat rating wide

The FY2026 10-K (filed 2026-07-29) restates both structural mechanisms verbatim. On cost: the cloud business 'benefits from three economies of scale' — datacenters with 'significantly lower cost per unit than smaller ones', demand aggregation, and multi-tenancy that lowers maintenance labor. On ecosystem: 'A well-established ecosystem creates beneficial network effects among users, application developers, and the platform provider that can accelerate growth.' Both are load-bearing at the new scale — 'Microsoft Cloud revenue increased 27% to $214.4 billion' and 'Commercial remaining performance obligation increased 84% to $678 billion.' Rated wide but held below full confidence because the same filing still cautions that 'Barriers to entry in many of our businesses are low.'

source: sec.gov

narrow

The FY2025 10-K (filed 2026-02-24) describes the industry's switching cost: once a chipmaker has selected one vendor's equipment for a production-line application, it 'typically relies upon that capital equipment and, to the extent possible, subsequent generations of the same vendor's equipment for the life of the application'. Onto holds 423 granted or exclusively licensed patents and had over 190 customers in 2025, and its investor site (https://investors.ontoinnovation.com/) reports a 53% GAAP gross margin for Q2 2026. That protects Onto's installed positions, but independent sources do not show it leading its core front-end market. SemiAnalysis (2022-09-06) wrote that 'KLA has generally owned the thin film metrology and inspection market, with over 90% share of this market for certain tool types'. Robert Castellano of The Information Network (2025-09-10, https://drrobertcastellano.substack.com/p/onto-innovations-strategic-drift) wrote that Onto's OCD segment, 'once Onto's backbone, has been losing share to KLA', and that in non-metal thin film metrology Onto 'has slipped into the single digits'. The 10-K itself says Onto has 'from time to time, selectively reduced prices on our systems in order to protect our market share'. The rating is therefore narrow, not wide.

source: sec.gov

Moat type network effects

The FY2026 10-K keeps the ecosystem passage scoped to the firm: 'An important element of our business model has been to create platform-based ecosystems on which many participants can build diverse solutions. A well-established ecosystem creates beneficial network effects among users, application developers, and the platform provider that can accelerate growth.' That remains the one moat mechanism the filing asserts about Microsoft as a whole; the cost-of-scale passage stays scoped to 'our cloud business'.

source: sec.gov

switching costs

The 10-K risk factors state the mechanism directly: 'Once a vendor's equipment has been installed in a production line application, a semiconductor device manufacturer must often make substantial technical modifications and may experience production-line downtime in order to switch to another vendor's equipment.' Process-control tools enter early. The 10-K says Onto's metrology equipment 'is generally installed prior to the installation of the actual process equipment' at a new node. The same switching cost cuts against Onto where a rival is installed, because 'it is sometimes difficult for us to win new customers from our competitors even if our systems are superior to theirs'. Onto also cites IP: 423 granted or exclusively licensed patents and 312 pending applications covering metrology, macro-defect detection and classification, lithography, automation, AI and machine learning. But the 10-K adds that 'There can be no assurance that our intellectual property will provide us competitive advantage'.

source: sec.gov

Leadership co leader

The FY2026 10-K asserts leadership nowhere. Its AI offerings 'compete with AI products from hyperscalers, as well as products from other emerging competitors and other open-source offerings, many of which are also current or potential partners' — one of a small set at hyperscale in cloud and AI, an incumbent in productivity and PC operating systems.

source: sec.gov

at parity

Onto does not lead its main markets on any independent source found. The Information Network's 2021 post on SemiWiki (https://semiwiki.com/forum/threads/kla-still-top-of-semiconductor-metrology-inspection-but-smaller-competitors-gain-share-in-2020.13803/latest) says 'KLA is the dominant metrology/inspection market leader with a share of more than 50% in 2020', and calls Camtek 'the leader in inspection and metrology in advanced packaging'. In non-metal thin film metrology, Castellano's 2025 share table has Nova in 'a steady secondary position' and Onto 'slipped into the single digits'. Onto competes as a sizeable follower in each segment. The most recent independent source, Castellano (2025), describes Onto's OCD segment as 'losing share to KLA' and Onto as 'often brought in as a second vendor for diversification, which caps its share', so the band is at_parity rather than fast_follower. SemiAnalysis (2022) reported, 'Based on our sources', that Onto was 'already the POR provider for this type of tool for all 3 leading-edge fabs', referring to the Atlas V OCD line the article discusses, and the 10-K names KLA and Camtek as its principal advanced-packaging inspection rivals.

source: sec.gov

Pricing power strong

The FY2026 10-K reports 'Gross margin increased $31.6 billion or 16% with growth across each of our segments', with 'Microsoft 365 Commercial revenue ... mainly affected by a combination of continued installed base growth and average revenue per user expansion'. The honest caveat: gross margin percentage 'decreased slightly driven by continued investments in AI infrastructure and growing AI product usage', with Microsoft Cloud gross margin down to 66%.

source: sec.gov

moderate

Onto's investor site reports a 53% GAAP gross margin for Q2 2026 on quarterly revenue of $343M. The 10-K shows the limits: 'We have, from time to time, selectively reduced prices on our systems in order to protect our market share, and competitive pressures may necessitate further price reductions.' SemiAnalysis (2022) wrote that, even if KLA caught up on software, 'Onto's tools are generally cheaper due to their less expensive service contracts'. Buyers are concentrated: three customers took 20%, 15% and 14% of revenue in the year ended January 3, 2026.

source: sec.gov

Summary

One repeated model across segments — build a platform, attract developers and partners, monetize the ecosystem that forms — now compounding through the AI wave: FY2026 revenue rose 18 percent 'driven by growth in Microsoft Cloud', Azure and other cloud services grew 41 percent, and the commercial remaining performance obligation reached $678 billion, while the filing still concedes low barriers to entry in many businesses.

Onto Innovation makes process-control equipment and software for wafer makers, chip fabs and advanced-packaging manufacturers. Its lines are Atlas automated OCD and thin-film metrology, IMPULSE integrated metrology, macro-defect inspection (F30, NSX, Firefly, Dragonfly G3), MetaPULSE and Echo opaque-film metrology, JetStep lithography steppers for packaging panels and wafers, and process-control and yield-management software. In the fourth quarter of 2025 it acquired Semilab USA, adding the FAaST, CnCV and MBIR lines. The 10-K names KLA and Nova as its principal competitors in thin film and OCD metrology, KLA and Camtek in advanced-packaging inspection, Ushio and Canon in packaging lithography, and PDF Solutions in software. It adds that AI applications have generated 'significant demand and new technology requirements' in both advanced nodes and advanced packaging. Unlike node-driven metrology, Onto says packaging revenue 'is generally driven by assembly volumes'. Independent analysts split on the front end. SemiAnalysis reported in 2022 that Onto was 'slightly outgrowing KLA' in standalone OCD tools. Castellano wrote in 2025 that the segment 'has been losing share to KLA', while calling the Dragonfly 3Di packaging platform 'a key enabler' and saying Onto 'is increasingly seen as a packaging company rather than a metrology company'. The exposures are concentration (three customers took 20%, 15% and 14% of revenue in the year ended January 3, 2026), U.S. export controls that the 10-K says 'have negatively impacted our ability to compete for the business of domestic customers in China', and competitors with 'greater financial, engineering, manufacturing and marketing resources'.

Chain position

Hyperscale AI-infrastructure buyer and platform distributor: monetizes upstream compute through Azure, Microsoft 365 Copilot, and the developer ecosystem.

Upstream process-control equipment supplier to silicon-wafer makers, chip fabs ('front-end') and advanced-packaging and test facilities ('back-end'). Over 190 customers in more than 25 countries bought Onto tools or software in 2025.

Products (share / barrier)
Long-horizon vote +0.35 at weight 0.20 · swarm bullish

Editorial prior, not backtested.

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+0.06 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

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