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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 CoreWeave×MiTAC Holdings× 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+ 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+ 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+ X-energy XE+ Zhipu AI 2513.HK+ nVent Electric NVT
CoreWeave CRWV ai moat: latest change 2026-03-02 MiTAC Holdings 3706.TW ai moat: latest change 2026-05-08
Moat rating narrow

The FY2025 10-K describes a purpose-built AI cloud with a real performance edge, but its own risk section discloses the defining constraint: 'approximately 67% of our revenue from our top customer, Microsoft, for the year ended December 31, 2025' — a specialized platform whose economics rest on one buyer that is also a hyperscaler competitor is narrow, not wide.

source: sec.gov

none

The 2025 annual report (English version filed with TWSE on 2026-05-08) shows fast growth without a protected position. Revenue rose about 72% to NT$105.577 billion while gross profit rose 63%. One customer, Customer A, took 67% of 2025 net sales, up from 56% in 2024, and one supplier, Supplier C, provided 41% of purchases. The report says standard rack-mount server technology "has been relatively mature and there are a large number of ODM firms", and its risk section says "The supply of key components remains dependent on overseas suppliers, and experience in hardware–software integration is still developing". The May 2026 investor deck shows gross margin at 9% in 1Q26, down from 12% in 1Q25. Global Market Insights' AI server ranking (published September 2026) does not name MiTAC among the five largest vendors. No durable advantage is evidenced.

source: doc.twse.com.tw

Moat type cost scale

The 10-K grounds the advantage in purpose-built infrastructure — first-to-deploy NVIDIA GB200/GB300 NVL72 systems and a data-center fabric 'designed to harness the full potential of each GPU' — a performance-per-dollar edge at scale, not a customer lock.

source: sec.gov

none

No single moat source is evidenced. The report describes a business that follows others' platforms: it aligns "with product specifications led by leading technology players", and says that, with mature technology and many ODM firms, "differentiation strategy emerged as the vital issue for all R&D designers". R&D was NT$3.597 billion, about 3% of revenue, and the report counts 200 patents in Taiwan, 197 in mainland China and 222 in Europe, the US and Japan, excluding MiTAC Digital; a patent count alone does not show a barrier. The nearest thing to a switching cost is the depth of its main customer relationship, with Customer A at 67% of sales, and the report says a global cloud platform customer gave MiTAC Computing a 2025 Outstanding Supplier Award. A concentration that large is as much a dependency as a lock-in.

source: doc.twse.com.tw

Leadership co leader

The 10-K positions CoreWeave as a first-to-deploy specialist against hyperscalers who offer AI compute 'as part of a broader product portfolio' — a leader of the purpose-built neocloud niche, not of the AI-cloud market its own filing says it competes in.

source: sec.gov

behind

No independent tracker ranks MiTAC, and the sources that rank the market leave it out. Global Market Insights' AI server page (published September 2026) names Supermicro, Dell Technologies, Wiwynn, HPE and Inspur as the top five, "which collectively held a market share of 56% in 2025", and names QCT, Lenovo, Foxconn and Wistron among other ODM and OEM participants; it does not mention MiTAC. A US brokerage channel check reported by TechNews (2026-05-12) covers Foxconn, Quanta and Wistron as the three major GB200/GB300 rack assemblers. The annual report's own market-share section gives no share or rank, only "over 20 years of experience in server R&D, design and manufacturing", and its long-term plan is to "solidify our position as a major ODM/OEM for server systems". It also concedes that its hardware–software integration experience "is still developing". Outside the leading group.

source: doc.twse.com.tw

Pricing power moderate

A first-to-deploy performance edge on scarce new NVIDIA systems supports pricing while the hardware is scarce, but 67% single-customer concentration is buyer leverage the filing states outright.

source: sec.gov

weak

The May 2026 investor deck gives gross profit margins of 12% in 2024, 11% in 2025, 12% in 1Q25 and 9% in 1Q26, with 1Q26 gross profit up 6% on revenue up 35%. The annual report shows 2025 gross profit up 63% on revenue up 72%. The Taipei Times (2026-05-29) reports that MiTAC Computing's president named shortages and rising prices of DRAM chips, solid-state drives and CPUs as this year's pressure. He said whether the company can secure enough key components and ship on schedule "would directly affect gross margins and operating performance". Margins falling as volume grows, with one customer taking 67% of sales.

source: doc.twse.com.tw

Summary

CoreWeave sells a full-lifecycle AI cloud — training, inference, data movement, agentic workflows — on infrastructure 'purpose-built to accelerate breakthroughs by AI pioneers,' with the Weights & Biases acquisition adding the developer tooling layer as 'a single stack.' The edge the filing claims is speed and efficiency on the newest NVIDIA systems. The moat's ceiling is in the same document's risk factors: 67% of 2025 revenue came from Microsoft, and the hyperscalers it competes with are 'also customers of, and partners to, CoreWeave' — the largest buyer and the largest rival are the same companies.

MiTAC Holdings is a Taiwanese holding company. Its server arm, MiTAC Computing Technology, made 90.1% of 1Q26 revenue of NT$31.86 billion, with MiTAC Digital Technology (dashcams, fleet management and edge AI devices) at 7.8% and MiTAC International at 2.1% (Taipei Times, 2026-05-29). 2025 revenue rose about 72% to NT$105.577 billion on demand from hyperscale data centers and cloud service providers, and the annual report shows a single customer, Customer A, taking 67% of net sales. MiTAC Computing sells under its own brand, which since October 2024 combines the TYAN, former Intel DSG and MiTAC OCP server lines, and as an ODM. It is moving into liquid-cooled AI racks, with a Hanoi factory in mass production and two US factories due to start operating in the third quarter of 2026. The report itself calls standard server technology relatively mature, with a large number of ODM firms. The weak point is pricing power: gross margin was 12% in 2024, 11% in 2025 and 9% in 1Q26 (May 2026 investor deck), and MiTAC Computing's president said securing key components amid shortages would directly affect gross margins. A fast-growing supplier that depends on one customer and has no protected position.

Chain position

Layer-8 purpose-built AI neocloud — first-to-deploy NVIDIA systems for training and inference at scale.

Server designer and manufacturer selling under its own MiTAC Computing brand and as an ODM. The annual report places it downstream of IC and component makers and lists CPU/chipset, HDD, DRAM, PCB, IC and PSU as key components. The US took NT$74.138 billion of 2025 sales of NT$105.577 billion.

Products (share / barrier)
  • CoreWeave Cloud (GPU compute platform) Leader · Deep source: sec.gov
  • Weights & Biases (AI developer tooling) Challenger · Moderate source: sec.gov
Long-horizon vote +0.13 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

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-0.20 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

see exactly how it voted →