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.
| Cipher Mining | Tesla, Inc. | Powerchip Semiconductor Manufacturing Corporation | |
|---|---|---|---|
| Moat rating | none Cipher (renamed Cipher Digital Inc. on 20 February 2026) holds signed, credit-supported leases but has not yet shown that they amount to a durable advantage. Its 2025 Form 10-K (filed 2026-02-24) says "Through the end of 2025, our revenue has been derived from mining bitcoin". Its Q2 2026 business update (2026-08-04, Exhibit 99.1, https://www.sec.gov/Archives/edgar/data/1819989/000181998926000038/q226_earningsxprxdraftxvf.htm) reported "Q2 2026 Revenue of $25 million", and its first HPC rent began only in August 2026 at Black Pearl. The 10-K's own risk factors describe a contested market. They say "There has been an increasing number of businesses constructing HPC data centers, which has resulted in increasing competition and pricing pressure that may cause us to reduce our pricing in order to remain competitive", that "our data centers are single-tenant properties", and that lessees "will have the right to terminate the lease if there are significant delays in the completion of construction". At Barber Lake, where the 10-K targeted Phase I delivery "by September 30, 2026", a September 2026 amendment, made "In connection with change orders and the continued evolution of tenant requirements", moved data-hall deliveries to the fourth quarter of 2026 through the first quarter of 2027. Under it, Cipher "will bear the first $359.3 million of costs in excess of the initial budgeted amount" (2026-09-25). There is real counter-evidence: a 15-year Amazon lease, a Google-backstopped Fluidstack lease whose contracted life a "leading AI lab" extended to 20 years, and a third lease with an investment-grade hyperscale tenant. Until that capacity is delivered and paying rent, though, a moat is not shown, so the band is none. | narrow Tesla's FY2025 10-K calls the automotive market "highly competitive" and expects it to "become even more competitive," and its energy-storage market "also highly competitive"; gross margin compressed from ~25.6% (FY2022) to ~18% (FY2023-FY2025) amid price cuts — a real but contested moat, not a wide one. | none PSMC lost money through the last mature-node downturn and then sold its newest fab. Its 2025 annual report (printed 2026-02-24) records revenue of NT$46.7 billion and 'a net loss after tax of NT$7.8 billion for the year'. Gross profit swung from NT$525,425 thousand in 2024 to a loss of NT$1,536,997 thousand in 2025, 'primarily attributable to an increase in gross loss from operations at the Tongluo Fab'. The report says 'good performance was difficult both in pricing and capacity utilization rates for mature-node wafer foundry services'. PSMC then agreed to sell the Tongluo site and facilities, excluding manufacturing equipment, to Micron. The Register (2026-01-20) reports total cash consideration of US$1.8 billion, against PSMC's earlier statement that it had invested more than NT$300 billion (US$9.5 billion) in the facility. Profits have since recovered: Q2 2026 net income was NT$3,291 million, against a NT$3,334 million loss a year earlier, per the company's September 2026 presentation. The cited sources tie that recovery to memory and wafer price increases, not to a lasting edge. |
| Moat type | none No moat source is demonstrated yet. Switching costs are the most likely candidate, since the leases are long (15 years at Black Pearl; Barber Lake now a 20-year contracted life) and each site has a single tenant. But the 10-K says tenant guarantees "will only be effective after rent commencement under such leases and are subject to certain limitations", and by August 2026 rent had begun at only one site. The advantages the 10-K claims are the company's own. It speaks of "industry-leading expertise in originating and securing industrial-scale, greenfield data center sites" and of securing West Texas land "on more favorable terms than in more established data center markets". The same document says "there is significant competition for power capacity and energized facilities". Intellectual property is modest: "four granted United States patents and one issued patent in Taiwan". With 66 full-time employees, Cipher has no scale advantage over the competitors it names: CoreWeave, Digital Realty, Equinix, Vantage Data Centers and Aligned Data Centers. | intangibles ip The 10-K attributes Tesla's differentiation to a "vertically integrated business model, and focus on user experience," delivering "AI-related and enhanced software" via FSD (Supervised) and neural-network capabilities — a brand-plus-proprietary-technology (EV/battery + autonomy) intangible edge. | none The cited evidence supports none of the candidate moat sources. Cost: the annual report says its 12-inch aluminum-interconnect dies cost 30% less than 8-inch dies at the same node, yet the company still posted a 2025 gross loss. Switching costs: the report names 'the price and capacity competition of china wafer foundries' as an unfavorable factor. TrendForce (2026-05-07) says customers in HV processes and CIS applications are 'increasingly turning to Chinese foundries for more stable pricing and capacity availability'. Niche memory: PSMC's September 2026 presentation claims shares of 71% in DRAM (≤1Gb) and 74% in pseudo SRAM (≤256Mb), citing 'Company data, Omdia, TrendForce'. No independent source confirming those shares was found. |
| Leadership | fast follower No independent share or rank was found. The 10-K names CoreWeave, Digital Realty, Equinix, Vantage Data Centers and Aligned Data Centers as competitors, along with miners that have "signed leases with hyperscalers and HPC tenants": Hut 8, IREN, TeraWulf, Core Scientific and Applied Digital. Cipher has signed hyperscale-grade tenants (Amazon; Fluidstack with a Google backstop; a third investment-grade hyperscaler) but delivered its first HPC capacity only in August 2026 (Q2 2026 update). That makes it a fast follower. Its self-description as "a leading developer, owner, and operator of industrial-scale data centers" is the company's own claim and is not counted. | co leader A leading global EV maker whose Model Y is among the world's best-selling vehicles, but the 10-K acknowledges "a significant and growing number of established and new" competitors entering EVs, and Tesla competes in autonomy/robotics as one of several players. | at parity PSMC sits in a cluster of similar-sized foundries rather than leading any. TrendForce ranks it tenth in 1Q26 (foundry-only revenue of $386 million, a 0.8% share) and tenth in 2Q26 ($432 million). It is just behind Nexchip ($447 million), VIS ($451 million) and Tower ($460 million). Its own annual report puts it 'among the top ten wafer foundry companies worldwide, with a market share of approximately 1%'. |
| Pricing power | weak The 10-K says competition "has resulted in increasing competition and pricing pressure that may cause us to reduce our pricing in order to remain competitive". It adds that if customers cut usage "we may be compelled to lower our prices or risk losing a significant customer". At Barber Lake, Cipher agreed to absorb "the first $359.3 million of costs in excess of the initial budgeted amount", with the tenant reimbursing "50% of any such costs above that amount" (2026-09-25, Exhibit 99.1, https://www.sec.gov/Archives/edgar/data/1819989/000181998926000043/barberlakeleaseamendmentpr.htm). Its one input-cost edge is specific to mining: Odessa's power costs about 2.8 c/kWh under the Luminant contract, available "until at least July 2027". A landlord that concedes cost overruns to its tenants has weak pricing power. | moderate Gross margin fell from ~25.6% (FY2022) to ~18.0% (FY2025) as Tesla cut prices to defend volume, though it remains above most auto peers (SEC financials in the FY2025 10-K). | weak PSMC is raising prices now, but on a memory shortage after a year of gross losses. The 2025 annual report shows a gross loss of NT$1,536,997 thousand. TrendForce (2026-04-22, citing Liberty Times) reports that PSMC 'sharply raised DRAM foundry pricing in March', raised NAND wafer start prices in April, and lifted 8-inch prices 'by an average of around 10% month over month since March'. President Martin Chu said logic price increases 'are likely to remain far more moderate than the sharp hikes seen in memory'. He tied the memory upswing to 'a structural supply deficit through the second half of 2026', which is a cyclical driver. |
| Summary | Cipher built bitcoin mining data centres in Texas and is now developing single-tenant AI and HPC campuses for lease to hyperscalers. Its 10-K reports a portfolio of "4.2 gigawatts ("GW") of capacity across 10 sites". It lists a 15-year Amazon Web Services lease for about 300 MW of turnkey capacity at Black Pearl and a Fluidstack lease at Barber Lake (300 MW gross) under which Google "has agreed to backstop certain obligations of Fluidstack". It describes bitcoin mining at Odessa on a Luminant power contract at about 2.8 c/kWh. In 2026 it signed a third campus lease "with an investment-grade Hyperscale tenant" (Q1 2026 update, 2026-05-05), delivered first Black Pearl capacity in August "two months ahead of the original schedule" with rent commenced, and fully funded its Stingray development with a bond (Q2 2026 update). On 2026-09-25 it said Barber Lake's contracted life was extended from 10 to 20 years, taking contracted revenue at the site "from $3.8 billion to over $9 billion". The 10-K says Odessa was "the first bitcoin mining data center awarded the Management and Operations, or M&O, Stamp of Approval award from the Uptime Institute", which is independent recognition of how the company operates. Against this, the latest quarter's revenue was still bitcoin mining and fell to $25 million. The 10-K describes growing "competition and pricing pressure", single-tenant concentration, and termination rights for construction delays. The Barber Lake schedule was reset, and Cipher absorbs the first $359.3 million of cost overruns. Cipher's contracted pipeline is substantial, but a competitive advantage is not yet demonstrated, so it is rated as having no moat. That could change to narrow once its leased campuses are delivered and paying rent. | Tesla's edge rests on a vertically integrated manufacturing model, a strong brand, the Supercharger network, a fast-growing energy-storage business, and the largest supervised-FSD fleet feeding its autonomy neural networks. But its FY2025 10-K itself calls both the automotive and energy-storage markets "highly competitive" and expects auto to become "even more competitive," and gross margin has compressed from ~26% to ~18%, so the moat is durable but contested rather than wide. | PSMC is a Taiwanese foundry with two 8-inch and three 12-inch fabs in Hsinchu and Zhunan. It has three businesses: memory foundry (niche DRAM, SLC NAND and NOR flash), specialty logic (PMICs, power discretes, high-voltage display drivers, CMOS image sensors) and a newer '3D AI foundry' (wafer-on-wafer stacking, interposers, silicon capacitors and HBM post-wafer finishing). In Q2 2026, memory was 52% of revenue, logic 42.6% and 3D AI 5.4%, per its September 2026 presentation. 2025 was a loss year. Revenue rose 4% to NT$46.7 billion, but the company lost NT$7.8 billion as the new Tongluo fab failed to reach scale. 2026 has turned on prices. Q2 2026 revenue was NT$17,291 million, up 53% YoY, with foundry utilization of 87% against 75% a year earlier. TrendForce ranks PSMC tenth in 2Q26 with $432 million, noting that 'overall shipments increased only modestly' and that price increases drove the growth. The strategy is changing. PSMC sold the Tongluo site to Micron, and will provide HBM post-wafer finishing for Micron, with mass production expected in Q4 2027 (TrendForce, 2026-04-22). Its silicon capacitors are expected in Intel's EMIB packaging, according to PSMC. The verdict is no moat. PSMC is a mature-node foundry whose 2026 profits reflect a memory-price cycle after a loss-making 2025, and Chinese foundries compete with it on price. |
| Chain position | Cipher develops single-tenant, powered data-centre campuses for hyperscale and AI tenants: Amazon at Black Pearl, Fluidstack (backstopped by Google) at Barber Lake, and an unnamed investment-grade hyperscaler at a third campus. Meanwhile it winds down bitcoin mining. | Downstream AI application/end-user: consumes AI compute (NVIDIA) and custom inference silicon (Samsung/TSMC) to build autonomy (FSD/Robotaxi) and robotics (Optimus). | Upstream foundry for fabless memory and specialty-logic designers. Fabless customers were 90% of Q2 2026 sales. It also provides silicon capacitors, interposers and HBM post-wafer finishing to AI packaging supply chains. |
| Products (share / barrier) |
|
|
|
| Long-horizon vote | -0.06 at weight 0.20 · swarm bearish Editorial prior, not backtested. | +0.13 at weight 0.20 · swarm neutral Editorial prior, not backtested. | -0.06 at weight 0.20 · swarm neutral Editorial prior, not backtested. |