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.
| Cerebras Systems | Palantir Technologies | SAP | |
|---|---|---|---|
| Moat rating | narrow One-of-a-kind silicon sold to very few buyers: the IPO prospectus discloses G42 at 24.0% of 2025 revenue (85.0% in 2024), MBZUAI at 62.0% of 2025 revenue, and a December 2025 MRA with OpenAI representing 'a substantial portion of our projected revenues over the next several years' — against a competitive field the same document names as NVIDIA, AMD, Intel, hyperscaler accelerators and the major clouds. | narrow The FY2025 10-K competition section concedes that some competitors have 'greater name recognition, longer operating histories, and larger customer bases', 'larger and more mature intellectual property portfolios', and 'substantially greater financial, technical, and other resources' — and that Palantir is 'fundamentally competing with the internal software development efforts of our potential customers'. A real moat exists but the filing's own disclosure caps it below wide. | wide The 20-F describes a migration market made of SAP's own customers: RISE with SAP 'is targeted at our installed base customers and helps them on their journey from legacy ERP systems to SAP Business Suite' — an installed base so entrenched that moving WITHIN the vendor is a multi-year journey, with the Q2 2026 statement showing €22.9 billion of contractually committed cloud backlog, up 27%. |
| Moat type | intangibles ip Wafer-scale integration is the moat's substance: the prospectus contrasts the WSE-3's 4 trillion transistors on 46,225 mm² of silicon with NVIDIA's B200 at 208 billion on roughly 1,600 mm² — a commercial chip category with one occupant. | switching costs The 10-K reports that 'our top three customers by revenue for the year ended December 31, 2025, have been with us for an average of ten years' and that a significant portion of revenue comes from existing customers expanding their relationships. The filing explicitly disclaims patent dependence — 'we are not dependent on any particular patent or application' — so the durable source is embedded deployment, not IP. | switching costs ERP is the system of record for a company's core processes; the 20-F's own strategy language — SAP Business Suite as 'the destination for all our customers,' with AI-enabled migration tools easing the journey off SAP's own legacy systems — is a switching-cost moat described from the inside. |
| Leadership | clear leader Scoped to the category the record supports: wafer-scale integration has no other commercial occupant per the prospectus's own comparison, and the Q2 release claims — attributed, via AMD and AWS partnerships — leadership in disaggregated inference, a technique the prospectus defines. | at parity The 10-K claims only that 'we believe we generally compete favorably with our competitors', while conceding rivals' greater scale, recognition and resources. The filing does not assert market leadership, so a leader band is not groundable from it. | clear leader Grounded in scale and position rather than an asserted share: the 20-F describes a market segment consisting of SAP's own legacy estates (RISE), and the Q2 statement shows Cloud ERP Suite revenue of €5.5 billion in a single quarter, up 25% — no competitor filing this site tracks describes an installed-base market of its own. |
| Pricing power | moderate The CFO states Q2 'significantly improved core gross and operating margins compared to a year ago' — improving, from a base where three named customers hold most of the revenue and the leverage that comes with it. | strong FY2025 gross profit of $3.7 billion on a gross margin of 82% (84% excluding stock-based compensation), up from 80% (83% ex-SBC) in FY2024 — a sustained and rising 80%+ gross margin. | moderate Q2 2026: total revenue up 9% with non-IFRS operating profit up 7% — profit growing slightly behind revenue, and the 2026 profit outlook 'updated to reflect dilutive impact from Dremio and Prior Labs acquisitions' rather than raised. |
| Summary | Cerebras bet that AI compute should be one enormous chip rather than many small ones — 'quantities of compute and memory never before assembled on a single commercial chip,' avoiding 'the latency and the power-draw induced by the traditional approach,' in the prospectus's words — and is converting that bet into an inference cloud: Q2 2026 cloud revenue grew 281% with 600 MW of data center capacity under contract and $25.4 billion of remaining performance obligations. The concentration that funded the bet is the risk that remains: two related-party Gulf customers were 86% of 2025 revenue between them, with the OpenAI MRA now layered on top. | Customers who deploy Foundry model their operations in the Ontology and build workflows on top of it, so displacement means rebuilding that layer rather than swapping a vendor — which is why the 10-K frames its main competitor as the customer's own internal build effort. Ten-year average tenure among the top three customers is the filing's own evidence that those deployments persist. | SAP monetizes the stickiest software estate in enterprise computing twice over: a declining on-premise support stream and a growing cloud one, with the 20-F's 'flywheel' — Business AI enhancing Cloud ERP, which feeds Business Data Cloud, which fuels the AI — as the argument that the transition compounds rather than cannibalizes. The caveat is regulatory, in the filing's own words: the European Commission opened formal proceedings over on-premise maintenance and support policies, with suggested remedies market-tested in 2025 and 'pending final EC approval in 2026' — the moat's support-pricing half is under review. |
| Chain position | Layer-4 wafer-scale accelerators plus an inference cloud — hardware vendor and specialized cloud in one node. | Application-layer software sitting above the cloud and model providers; AIP connects to third-party LLMs rather than supplying them. | Layer-10 application incumbent embedding AI (Joule, Business AI) into the enterprise system of record. |
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| Long-horizon vote | +0.20 at weight 0.20 · swarm bearish Editorial prior, not backtested. | +0.11 at weight 0.20 · swarm bullish Editorial prior, not backtested. | +0.38 at weight 0.20 · swarm neutral Editorial prior, not backtested. |