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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.

comparing Lattice Semiconductor×X-energy× 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+ 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+ Microsoft MSFT+ 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+ Onto Innovation ONTO+ 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+ Zhipu AI 2513.HK+ nVent Electric NVT
Lattice Semiconductor LSCC ai moat: latest change 2026-02-13 X-energy XE ai moat: latest change 2026-08-13
Moat rating 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

Real but unbuilt. The Q2 2026 10-Q shows the moat resting on regulatory standing rather than delivered product: the NRC completed the Environmental Assessment for the Dow Long Mott construction permit application on 18 May 2026 with a Finding of No Significant Impact, yet no Xe-100 has been constructed or operated and two counterparties supplied nearly all income, with the U.S. Government at 90.3% and Dow at 4.4% of total revenue and grant income for the three months ended 30 June 2026.

source: sec.gov

Moat type 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 IPO prospectus describes an 'intellectual property-driven business model': revenue is to come from technology fees for licensing the proprietary Xe-100 design plus proprietary TRISO-X fuel, and the company states it will not construct, own or operate the power plants. The durable assets are therefore patents and NRC licences, not plant, installed base or scale.

source: sec.gov

Leadership 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

The prospectus records X-energy as one of two awardees under the DOE Advanced Reactor Demonstration Program, and it holds the Oak Ridge HALEU fuel-fabrication licence; but it is not the NRC design-approval leader — the NRC issued a standard design approval to NuScale for the US460 small modular reactor, published at 90 FR / Federal Register document 2025-10123 on 4 June 2025, while the Xe-100 is being licensed indirectly through a customer's Part 50 construction permit and holds no design certification or approval of its own.

source: sec.gov

Pricing power 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

weak

Nothing has been priced in a market yet. The prospectus states the Xe-100 technology fee is a benchmarking assumption to be 'negotiated on a case by case basis' with no assurance customers will accept the proposed structure, and that Amazon holds first-priority manufacturing queue slots across 2031-2039, a right of first refusal and most-favoured pricing; the 10-Q records a 2025 warrant issued to a related-party customer with a $162.7 million grant-date fair value accounted for as consideration payable to a customer, i.e. a reduction of the transaction price.

source: sec.gov

Summary

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.

X-energy's defensible assets today are regulatory and intellectual, not commercial. NRC Special Nuclear Material Licence SNM-7007, issued 13 February 2026 for a 40-year licence period, authorises HALEU fuel manufacture at Oak Ridge, and the company's own prospectus calls it the first-ever Category II nuclear fuel facility licensed in the United States; the Long Mott construction permit application for four Xe-100 reactors has reached its uncontested mandatory NRC hearing, scheduled for 22 September 2026. Neither has yet produced a reactor or a commercial fuel pebble: the prospectus expects TX-1 to be completed in the first half of 2028, and the 10-Q describes present revenue as derived from cost-share agreements such as the DOE ARDP. The HALEU feedstock the fuel depends on is a live dependency rather than a settled advantage — the prospectus states HALEU enrichment services are available only in limited quantities globally and that customers procure the feedstock, and the 10-Q discloses a definitive enrichment agreement with Centrus Energy announced 6 August 2026 under a phased approach with prepayments by X-energy to support Centrus's domestic capacity programme.

Chain position

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.

Upstream supplier of reactor technology and TRISO fuel to industrial-heat and data-centre power buyers; it licenses the design and fabricates the fuel rather than owning or operating the plants.

Products (share / barrier)
  • 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 +0.13 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

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+0.05 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

see exactly how it voted →