Invest Deeper — Company Research

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Company

Ticker

Stack Layer

Backlog / Contracted

My Verdict

Valuation

Moat

Status

One-line Thesis

Dominant Risk

Next Earnings

Last Updated

Tower Semiconductor Ltd.

TSEM

Foundary

$1.3B of SIGNED silicon photonics contracts for 2027 revenue, plus $290M of customer PREPAYMENTS to reserve capacity — the purest scarcity signal on this list, since nobody prepays a year ahead for something available on demand. Larger contracted wafer commitments for 2028, with further prepayments due January 2027. 50+ active SiPho customers. 2028 target RAISED to $3.6B revenue (from the earlier $2.8B / $750M net profit model). $3B Japan expansion with ~$1B of government grants; SiPho mass production targeted Q4 2027.

Constructive

Fair

Narrow

Researched

Customers have wired $290M of prepayments to reserve silicon photonics capacity and signed $1.3B for 2027 — the purest scarcity signal on the watchlist — but a ~30% gross margin says Tower hasn't converted that scarcity into pricing power yet.

~30% gross margin contradicts the scarcity implied by $290M of capacity prepayments — customers may be paying for access while the manufacturing itself stays competitively priced. And the capacity race is now explicit: UMC Singapore shipping SiPho wafers, TSMC's COUPE scaling to 25K wafers/month by 2028, GlobalFoundries buying Advanced Micro Foundry, China's CanSemi building a 12-inch line. Three GlobalFoundries patent claims outstanding. Trades on AI-financing sentiment rather than its own results.

Nov 10, 2026

Oct 1, 2026

GlobalFoundries Inc.

GFS

Foundary

⚠️ Not verified this session. GlobalFoundries does not headline a backlog figure, but as a foundry it signs long-term agreements (LTAs) with prepayments and capacity reservations — those are disclosed in its filings and are the meaningful analogue. Forward signals available: communications infrastructure & datacenter revenue +62% YoY with full-year segment guidance raised to 50–60%, silicon photonics revenue expected to more than double in 2026 toward a >$1B run rate by end-2028, engaged with four of the five largest optical transceiver suppliers, seven new design wins in Q2. Pull LTA/deferred-revenue balances from the latest 10-Q.

Constructive

Fair

Narrow

Researched

Its communications and datacenter segment is growing 62% and it's engaged with four of the five largest transceiver suppliers — genuine silicon photonics exposure that corroborates Tower's ramp — but at 16% of revenue it's a confirming indicator, not a tradeable expression of the theme.

The datacenter segment grows 62% but is only ~16% of revenue, so total growth is 6% and the stock trades on the broad foundry cycle rather than on optics; automotive and smartphone segments weakening; competitive mature-node market.

Nov 4, 2026

Sep 11, 2026

Micron Technology

Memory

16 multi-year Strategic Customer Agreements (SCAs) as of Q3 FY26 (Jun 24) — CEO calls them a transformation of the business model. HBM supply sold out for 2026; HBM4 in high-volume shipments for the lead customer, HBM4E volume in CY2027. HBM revenue forecast ~$35B (2025) to ~$100B (2028). Management states Micron can fulfil only 50% to two-thirds of customer demand in the medium term. Q4 FY26 guided $50.0B revenue ±$1B at ~86% gross margin.

Conviction

Fair

Narrow

Researched

84.9% gross margin on DRAM/HBM, $41.5B quarter up 346%, HBM4 in volume for Vera Rubin and 16 multi-year customer agreements — with NVIDIA itself confirming it cannot avoid paying up for memory. Same bottleneck as Sandisk, on the other half of the memory market.

Management flagged a 'meaningful moderation in the rate of price increases' in the Q4 guide — prices still rising but the acceleration is ending. FY27 capex rising above Q4's ~$10B run-rate; the industry supply response is funded. Same peak-cycle multiple risk as SNDK — low P/E on record earnings.

Sep 23, 2026

Oct 1, 2026

SK hynix Inc. (ADR)

SKHY

Memory

Long-term agreements signed with about 10 customers as of Q2 2026 (Jul 28) — the SK hynix equivalent of Sandisk's NBMs and Micron's SCAs; coverage percentages not disclosed. HBM4 mass production shipments began in Q2 with broader ramp in H2; HBM4E samples shipped. 2026 HBM capacity effectively sold out. SK Group and NVIDIA expanded strategic partnership Jul 27.

Conviction

Fair

Narrow

Researched

The HBM leader posting a 76% operating margin on KRW 79 trillion of revenue up 257%, with ~10 long-term customer agreements and NVIDIA confirming it can't avoid the price — while simultaneously building the $51B NAND fab that is the whole sector's 2027 supply risk.

It is building the supply that ends the cycle — the ~$51B NAND fab by 2029 is the industry's largest capacity addition and competes directly with Sandisk; shares fell on all-time-record results; ADR liquidity thinner than the Korean listing with KOSPI correlation.

Oct 28, 2026

Oct 1, 2026

Sandisk Corporation

SNDK

Memory

⭐ NBM agreements with EIGHT customers covering approximately 50% of bits in FY2027 and approximately TWO-THIRDS of bits in FY2028 (Investor Day, Aug 13 2026). Structure: committed volumes, enforceable contractual frameworks with minimum financial guarantees, structured pricing with floors and ceilings (~$0.29/GB floor est.), 3–5 year terms, commitments defined by year and quarter. Management calls NBMs its predominant way of doing business. Long-term model: mid-to-high-teens revenue growth through 2030 with all excess cash returned to shareholders.

Conviction

Fair

Narrow

Researched

84.6% gross margin on a commodity, two-thirds of FY28 bits now contracted with minimum financial guarantees, zero debt and $14B of buyback — and NVIDIA confirming it cannot avoid paying the price. The strongest evidence set on the watchlist, against a supply wave with a known 2027 arrival date.

The 2027 NAND supply wave is funded and dated (SK hynix ~$51B fab) plus Chinese capacity from CXMT/YMTC; doesn't own its fabs (Kioxia JV), so Chinese restrictions on NAND tools hit manufacturing directly; price floors protect earnings but not the multiple — the stock has de-rated through three consecutive beats. Beta 5.19.

Nov 5, 2026

Oct 1, 2026

Corning Incorporated

GLW

Photonics

⚠️ Corning does not report a backlog line. The functional equivalents are its anchor supply agreements: a multiyear, multibillion-dollar agreement with AMAZON for US datacentre fibre, cable and connectivity, and an NVIDIA partnership under which Corning expands US optical connectivity manufacturing capacity 10x and US fibre production >50%. "Springboard" plan targets $20B annualised run-rate by end-2026, $30B by end-2028, $40B by end-2030. ⚠️ No aggregated contracted-dollar figure disclosed.

Conviction

Very Rich

Wide

Researched

Owns the fibre layer with Amazon and NVIDIA as anchor partners funding a 10x US capacity expansion, and the best financial quality in the category (39.6% GM, $1.42B FCF) — but you buy display glass and solar alongside the AI story.

Diversified base (display, solar, automotive) mutes the AI signal — optical grew 32% but total core sales only 17%; Springboard targets are long-dated management promises; fibre commoditises over time.

Oct 28, 2026

Oct 1, 2026

Fabrinet

Photonics

Not disclosed — Fabrinet does not report backlog. As a contract manufacturer it builds to customer forecasts and short-cycle purchase orders. Forward signals instead: capacity (a ~2.0M sq ft building under construction at Chonburi, roughly +50%, plus an 8-acre Navanakorn campus acquired May 2026), Q1 FY27 guidance of $1.375-1.425B, and five consecutive EPS beats. Its customers' order books are the better leading indicator — though note that as of FY2026 those customers are Cisco, NVIDIA, Nokia and Amazon rather than the optics names.

Constructive

Rich

Narrow

Researched

The most consistent operator in optics — five straight beats, FY26 revenue +36% to $4.64B, and +50% capacity coming, trusted with confidential designs precisely because it has no products of its own — but it earns a manufacturing fee rather than scarcity pricing, and four customers are 57.4% of revenue.

Customer concentration is severe and rising — FY2026 10-K shows four customers at 57.4% of revenue (Cisco 19.9%, NVIDIA 16.3%, Nokia 10.7%, Amazon 10.5%); no pricing power by design; loses badly if a major customer insources manufacturing.

Nov 2, 2026

Sep 19, 2026

Viavi Solutions

VIAV

Photonics

⚠️ Viavi does not report a backlog figure. Forward signal is guidance: Q1 FY27 revenue $450–460M with operating margin 27.1% and EPS $0.40–0.42. ⚠️ Not verified this session. Worth noting the structural point: Viavi's own ORDER BOOK is a leading indicator for COHR, LITE, FN and CIEN, because test equipment is bought before production ramps — so any order disclosure it does make is more useful as a category signal than as a company one.

Constructive

Fair

Narrow

Researched

Sells the test equipment the whole optical industry needs, and the operating leverage has arrived — NSE margin went 4.6% to 20.0% on +69% segment growth — but it carries real net debt and owns no bottleneck of its own.

Leveraged balance sheet ($1.08B debt vs $508M cash) plus recent equity issuance; wireless and service-provider businesses growing only 1-2%; the 1.6T transition partly substitutes 800G rather than adding to it.

Nov 5, 2026

Oct 1, 2026

Ciena Corporation

CIEN

Photonics

Backlog $7.7B at Q2 FY2026 — up more than $600M sequentially from ~$7.0B in Q1, giving visibility into 2027. Secured the industry's first multi-rail order for RLS Hyper-Rail from a leading hyperscaler. No updated backlog figure was disclosed with Q3 FY2026 (3 Sep 2026); FY26 revenue guidance was raised to $6.42B +/- $50M, +35% at the midpoint.

Constructive

Fair

Narrow

Researched

Successfully migrating from a slow telecom-carrier business to a fast hyperscaler one — cloud-direct revenue +76% and two consecutive guidance raises — with systems-level margins rather than component exposure.

Customer concentration — two unnamed customers were 41.7% of Q3 FY2026 revenue; carrier capex is lumpy and largely unrelated to AI; slower systems sales cycle than component peers; no supply-side pricing power, and the laser shortage is a cost here rather than a benefit.

Dec 10, 2026

Oct 1, 2026

Lumentum Holdings

LITE

Photonics

No consolidated backlog disclosed. Discrete figures: Optical Circuit Switch (OCS) backlog >$400M, plus an incremental multi-hundred-million co-packaged optics order deliverable in H1 CY2027. Multi-year NVIDIA supply agreement with billions committed to laser purchases. ⚠️ The better forward signal here is the EML supply gap (>30% and widening) and sold-out fab conditions.

Conviction

Rich

Narrow

Researched

The steepest growth in optics — revenue +109% with gross margin rebuilt from 18.5% to 50.4% — anchored by NVIDIA committing $2B and taking equity to lock laser supply; but OCS and optical scale-up are still promises with dates, and the multiple has the furthest to fall.

OCS/scale-up timeline slip or AI-capex digestion at a supercycle-priced multiple; NVIDIA/hyperscaler concentration; optics cyclicality.

Nov 10, 2026

Sep 19, 2026

Coherent Corp.

COHR

Photonics

⚠️ No current dollar figure found. Last hard number is $2.6B at Jun 30 2024 from the FY2024 10-K (vs $2.7B FY2023) — STALE and pre-dates the AI ramp. Current qualitative disclosure: record bookings with the order book extending into calendar 2028, and a multi-year NVIDIA supply agreement running through 2030. Verify against the latest 10-K.

Conviction

Fair

Narrow

Researched

Owns the scarce laser layer and proved it again — Q4 revenue +34% with non-GAAP gross margin expanding 215bps to 40.2%, order book into 2028, NVIDIA's $2B — but Broadcom is now building its own EML and CW laser capacity, and the stock fell on a beat.

Optics cycle turn + Innolight/Chinese price pressure; CPO integration shrinking the pluggable market late-decade; merger debt amplifies any downturn.

Nov 4, 2026

Sep 11, 2026

Applied Optoelectronics

AAOI

Photonics

>$324M of 800G/1.6T orders booked, including a >$200M 1.6T volume order (Mar 2026), a $53M 800G order and a further $71M from the same customer. Management describes orders as booked solid through mid-2027 and FY26 revenue (~$1.1B) as entirely capacity-limited. ⚠️ No formal consolidated backlog line is reported.

Avoid

Rich

None

Researched

Revenue exploding (+86%) while gross margin falls to a six-quarter low — the clearest evidence in the group that AAOI is a price-taker passing through someone else's scarcity, not a bottleneck owner; a fine high-beta trade, a poor investment.

Margin compression at scale plus relentless dilution (share count +42% YoY); heavy single-customer concentration; Chinese module pricing 20-25% below Western; adjusted EBITDA still negative.

Nov 5, 2026

Sep 11, 2026

Lightwave Logic, Inc.

LWLG

Photonics

⚠️ No backlog in any meaningful sense. What exists: ONE material supply and licensing agreement signed, a second under negotiation, and $100K of deferred revenue recognised from a joint development agreement. Five Fortune Global 500 customers in Stage 3 (prototype-to-production) qualification, one of them on co-packaged optics; ~20 companies in earlier pipeline stages. NONE are named. Four foundry integrations completed — Tower Semiconductor, GlobalFoundries, SilTerra and one undisclosed — with four wafer tape-outs scheduled in 2026 and a third program in Q4. Management targets a production ramp in H2 2027.

Watch

Rich

None

Researched

A pre-revenue electro-optic polymer platform with four foundry integrations and five unnamed Fortune Global 500 customers in qualification — $33K of quarterly revenue against an $826M market cap, and a production date that has moved for over a decade.

It owns no bottleneck. LWLG supplies a material into someone else's device and gates nothing on its own, so adoption depends entirely on a customer choosing to design it in. Meanwhile thin-film lithium niobate (TFLN) is already shipping with much of the same bandwidth and power benefit, and silicon photonics is scaling hard at TSMC, Tower and GlobalFoundries. Burn rose 35.6% YoY to $9.9M in H1 2026 and ~$37M was raised to fund it. 15.9% of float is short.

Oct 2, 2026

Quanta Services, Inc.

PWR

Grid Equipment

Record total backlog $53.4B and RPO $33.6B at Jun 30 2026. Progression $44.0B → $48.5B → $53.4B over three quarters. ⚠️ MSAs are 41% of total backlog and customers are not contractually committed to volumes — most cancellable on short notice.

Conviction

Fair

Wide

Researched

Owns the scarcest resource in the power buildout — trained high-voltage crews — and proved it by adding 7,000 people organically while backlog went $44B to $53.4B in three quarters and margins improved structurally.

Backlog growth stalling is the whole thesis; labour cost inflation cuts both ways; four acquisitions in one quarter funded largely with debt; fixed-price execution risk on complex projects.

Oct 29, 2026

Oct 1, 2026

Eaton Corporation plc

ETN

Grid Equipment

Electrical Global backlog +103% YoY in Q2 2026 (to ~$15.2B, +$3.8B); Electrical Americas backlog +33%; Aerospace +28%. Total company backlog ~$23B. Rolling 12-month book-to-bill 1.2 in Electrical Global; orders +41% Americas / +33% Global. ⚠️ Verify the consolidated total in the latest 10-Q.

Conviction

Fair

Wide

Researched

Electrical Global backlog up 103% and Americas orders up 41% show datacentre equipment lead times are genuinely extended — but revenue grew 21% while GAAP net income fell 16%, so Eaton is buying growth as well as earning it.

GAAP net income fell 16% while revenue grew 21% — acquisition dilution from $11B+ of deals; only 14 of 21 growth points organic; simultaneous integration of Boyd, Ultra PCS and the Mobility separation.

Oct 29, 2026

Oct 1, 2026

Forgent Power Solutions, Inc.

FPS

Grid Equipment

Backlog $3.0B as of FY2026 year-end (+256% YoY), after Q4 bookings of $1.503B (+375%) — a 3.3x book-to-bill, with one quarter's orders exceeding the entire prior year's revenue. Management states the backlog is 100% firm purchase orders (verify in the 10-K). Total capacity $5.8B after the $35M Tijuana expansion adds ~$800M by Q4 FY2027, against FY2027 revenue guidance of $2.4–2.6B. ⚠️ Non-standard fiscal calendar — confirm which period any figure refers to.

Constructive

Rich

Narrow

Researched

The purest datacentre electrical-equipment play available — FY2026 revenue $1.42B (+89%), backlog to $3.0B (+256%) on a 3.3x Q4 book-to-bill, and FY2027 guided to $2.4–2.6B — with the key caveat now the size of the ramp rather than the demand behind it.

The FY2027 ramp itself: $1.42B to a guided $2.4–2.6B with a new Tijuana plant coming online mid-year — hiring, supply chain and commissioning all have to land at once. Less than a year public. Neither customer concentration nor leverage is disclosed. Sponsor Neos Partners sold 29.1M shares at $49.00 in July.

Nov 10, 2026

Oct 1, 2026

MasTec, Inc.

MTZ

Grid Equipment

Record 18-month backlog $21.39B at Jun 30 2026 (+$4.9B YoY, +$1.1B QoQ), book-to-bill 1.2x. Segments: Clean Energy & Infra $7.79B, Power Delivery $6.35B, Communications $5.46B, Pipeline $1.79B. ~40% expected to convert in 2026. ⚠️ 40% sits under cancellable master service agreements.

Watch

Fair

Narrow

Researched

Record $21.4B backlog with $1B of sequential organic growth in power delivery and clean energy — but the communications segment is deteriorating and management guided it lower, making this Quanta's weaker twin.

Communications segment margins declining on execution challenges, with management guiding lower H2 wireless revenue; ~$200M of unapproved change orders; competes directly with a larger, better-performing Quanta.

Oct 29, 2026

Oct 1, 2026

American Superconductor Corporation

AMSC

Grid Equipment

12-month backlog >$300M (Q1 FY2026), on record total orders of >$130M in the quarter. ⚠️ Critical detail: those record orders were driven by utility-sector MINING developments — not datacentres. The backlog is real; its driver is not the AI thesis.

Watch

Fair

Narrow

Researched

Executing genuinely well with record revenue, record $130M orders and operating cash flow nearly quadrupling — but the orders came from utility mining developments, not AI, making it a good company in the wrong category.

Record orders driven by mining developments rather than datacentres — the weakest AI linkage in the category; small-cap with lumpy order-driven revenue and Q2 guidance implying a sequential decline.

Oct 28, 2026

Sep 11, 2026

Dycom Industries, Inc.

Grid Equipment

$12.24B total; $6.47B next 12 months (Q2 FY2027)

Watch

Fair

Narrow

Researched

Scaled fiber and data-center electrical contractor with a skilled-labor edge, but acquisition leverage, weak cash conversion, and Communications margin pressure keep the setup on watch.

Communications margin compression and working-capital-heavy cash conversion while integrating debt-funded data-center acquisitions.

Nov 18, 2026

Sep 29, 2026

Sterling Infrastructure, Inc.

STRL

Grid Equipment

$4.33B signed backlog and $5.62B combined backlog at Jun. 30, 2026. E-Infrastructure backlog was up 165% YoY; 92% was mission-critical work spanning data centers, manufacturing and semiconductor facilities.

Constructive

Rich

Narrow

Researched

A scarce data-center site-development and mission-critical electrical execution platform with strong repeat-phase visibility, positioned in Grid Equipment & Build rather than thermal equipment.

Project timing, electrician capacity and acquisition mix could pressure growth or margins; data-center revenue is not separately disclosed, and the stock still requires sustained execution.

Nov 2, 2026

Sep 17, 2026

Constellation Energy Corporation

CEG

Power Producers

Not reported as backlog — the equivalent is contracted PPA capacity. ~920 MW of new long-term nuclear PPAs signed in Q2 2026 at an 18.5-year average duration, every counterparty investment-grade, beginning 2029–2032. Brings ~30% of expected clean baseload under contract by 2032 — meaning ~70% remains merchant and uncontracted. Anchors: Microsoft (Crane restart), Meta (~1.1GW Clinton, 20yr), Walmart (176 MW).

Conviction

Fair

Wide

Researched

Owns the single most irreplaceable asset in AI power — existing nuclear with interconnection, which cannot be built quickly at any price — and is converting it into 18.5-year contracts with investment-grade counterparties.

PJM co-location rules unresolved until Q1-Q2 2027; revenue missed estimates; nuclear outage timing swings quarterly output; stock already 36% off highs on valuation concerns.

Nov 3, 2026

Oct 1, 2026

Talen Energy Corporation

TLN

Power Producers

Not reported as backlog — but the AWS PPA is the equivalent: 1,920 MW running through 2042, ~$18B of expected lifetime revenue, with 2% annual price escalators from 2028. At full contract quantity it is expected to generate up to $1.4B annually. FY26 adjusted EBITDA guidance raised to $2.03–2.23B; 2027 and 2028 outlooks also raised.

Constructive

Fair

Wide

Researched

Holds the largest single power contract in the category — a $18B, 1,920 MW nuclear PPA with AWS running to 2042 — and raised 2026, 2027 and 2028 guidance, but the entire thesis rests on one customer and one plant.

Extreme concentration in a single counterparty (AWS) and a single asset (Susquehanna) — an outage or renegotiation at either reshapes the thesis; staged ramp means headline revenue is years away.

Nov 6, 2026

Oct 1, 2026

Vistra Corp.

VST

Power Producers

Not reported as backlog — the equivalent is contracted PPA capacity. Meta: 20-year PPAs covering 2,609 MW of nuclear capacity, deliveries beginning late 2026. Remainder of the fleet sells merchant into ERCOT/PJM plus capacity-auction revenue. 2026 and 2027 guidance reaffirmed.

Constructive

Fair

Narrow

Researched

Signed 20-year PPAs with Meta for 2,609 MW of nuclear capacity and trades at 15.5x forward earnings on reaffirmed guidance — but a large share of per-share growth comes from buybacks and the GAAP accounting is close to unreadable.

EPS growth heavily buyback-assisted (share count 482M to 340M); GAAP accounting distorted by hedge artefacts including negative $943M gross profit; merchant power price and ERCOT weather exposure.

Nov 5, 2026

Oct 1, 2026

NRG Energy, Inc.

NRG

Power Producers

VERIFIED 19 Sep 2026, correcting an earlier "no datacentre backlog" note. NRG announced at its Q2 2026 print (4 Aug) a $3.2B, 1.2 GW combined-cycle gas plant in Texas for an unnamed global cloud and AI hyperscaler described by management as investment-grade — expandable to 2.4 GW, minimum 15-year term, ~$2,700/kW, commercial operation LATE 2029, guided to $500M annual EBITDA and $375M annual FCF, with capacity payments covering 95% of projected free cash flow so NRG carries no utilisation risk. Plus 5.4 GW of turbine and EPC capacity secured through 2032 via GE Vernova and Kiewit, a development pipeline above 10 GW, and a separate 295 MW supply agreement for two datacentres on NRG-owned Texas sites (option to 1 GW, initial powering H2 2026).

Avoid

Fair

None

Researched

Headline EBITDA growth of 34% came almost entirely from acquired LS Power assets while per-share earnings fell and missed — but NRG did announce a $3.2B, 1.2 GW "bring your own power" plant for an investment-grade hyperscaler, which closes the gap to its three IPP peers and does not arrive until late 2029.

EPS fell to $1.49 from $1.73 and missed while EBITDA rose 34% — the growth is acquired, not organic. Houston power cleared at $33/MWh against a $52 plan, taking $131M off Texas segment EBITDA. The hyperscaler plant that closes the gap to its IPP peers does not reach commercial operation until late 2029, and the counterparty is unnamed.

Nov 5, 2026

Oct 1, 2026

Broadcom

AVGO

Networking

RPO $164.6B (10-Q, May 3 2026). Q3 FY26 (Sept 2): AI semiconductor revenue $16.7B (+221%), Q4 guided $21.7B (+236%), FY26 AI revenue raised to $58B, FY27 target $115B, FY28 target $230B. Six XPU customers incl. Google, Anthropic, OpenAI, Meta. ⚠️ Now providing residual value guarantees on financing for two AI-lab customers — contingent liabilities that partly underwrite its own future revenue. Purchase commitments $128.1B (as of Q2).

Conviction

Fair

Wide

Researched

AI revenue tripled to $16.7B with a roadmap to $115B in FY27 and $230B in FY28 across six custom-silicon customers — but it is now guaranteeing financing for two of them, and the stock is 26% off its high on exactly that concern.

Vendor-financing its own customers — residual value guarantees for two pre-profit AI labs are contingent liabilities that partly underwrite Broadcom's own future revenue; heavy concentration in six XPU customers; non-AI semiconductors growing only 5% with wireless declining; stock trailing the semi index despite record results.

Dec 10, 2026

Oct 1, 2026

Celestica Inc.

CLS

Networking

No backlog figure disclosed. Forward signal is guidance instead: FY26 raised to $20.5B (second raise this year), and management guided 2027 revenue growth to ACCELERATE beyond the 65% 2026 pace — unusually strong visibility for a contract manufacturer. Named programmes: OpenAI custom racks (deliveries from late 2026, with Broadcom, "Jalapeno" accelerator in mass production 2027) and AMD Helios, both described as multibillion-dollar 2027 opportunities.

Constructive

Rich

Narrow

Researched

Explosive AI-infrastructure growth (+62% revenue, +84% CCS) with rare forward visibility — management guides 2027 to accelerate beyond 65% on OpenAI and AMD rack programs — but it's a fee business at ~11.5% gross margin with a $1.5B inventory build.

Contract-manufacturing economics (~11.5% adjusted gross margin) cap the upside permanently; heavy hyperscaler concentration; $1.5B inventory build and weak FCF conversion ($147M on $4.7B revenue) ahead of major program ramps.

Oct 26, 2026

Sep 11, 2026

Credo Technology Group

CRDO

Networking

⚠️ Credo does not report a backlog figure — it sells SerDes IP licences and AEC hardware on design-win and purchase-order cycles. Forward signal is design wins and guidance instead: fiscal Q3 2026 revenue +201.5% YoY at a 68.5% GAAP gross margin. ⚠️ Not verified this session; check whether recent filings disclose RPO on the IP licensing side.

Constructive

Rich

Narrow

Researched

Best economics in the connectivity complex — 68.5% gross margin at +201% revenue growth means it sells intellectual property, not hardware — but its copper AEC cables partly compete with the optical links its category peers sell.

Narrow product line that AVGO or MRVL could integrate away; customer concentration among a few hyperscalers; extreme multiple leaves no room for a single lost design socket.

Dec 2, 2026

Sep 11, 2026

Arista Networks

ANET

Networking

Arista does not report backlog; deferred product revenue is the proxy — it jumped ~$643M to $3.63B in Q2 2026 as customers paid for hardware Arista cannot yet ship. Management cited wafer fab shortages, supply de-commits and lead times beyond 52 weeks. FY26 guidance raised to $12.6B (40% growth); Q3 guided ~$3.3B. Etherlink AI switches >100 cumulative customers.

Constructive

Rich

Narrow

Researched

First $3B quarter, full-year guidance raised to 40% growth, 100+ Etherlink AI customers — and deferred revenue doubling because it cannot get enough silicon to ship. The Ethernet champion is supply-constrained, not demand-constrained.

Supply, not demand — wafer fab shortages, semiconductor de-commits and 52-week-plus lead times are capping the ability to ship, with $3.63B of deferred product revenue as the evidence; buys its switch silicon from Broadcom; two customers (Microsoft, Meta) historically a very large share of revenue.

Nov 3, 2026

Oct 1, 2026

Astera Labs, Inc.

ALAB

Networking

No backlog line reported. Forward signals from Q2 2026 (Aug 4): Q3 guided $540–560M (+40% sequential) as Scorpio X fabric switches become the largest product family one quarter early; over 10 customers engaged on Scorpio X; Leo CXL design win at a US hyperscaler with volume shipments in 2027; Taurus 800G in pre-production; PCIe 6 now >50% of revenue. Eight consecutive EPS beats.

Constructive

Rich

Narrow

Researched

Revenue doubled to $392M at a 73.7% gross margin with Scorpio X fabric switches becoming the largest product family a quarter early and content per XPU heading past $1,000 — a pure play on accelerator units shipped, competing with much larger switch vendors.

Hyperscaler concentration with program timing driving quarter swings; competes with Broadcom and Marvell in switching and with NVIDIA's NVLink for scale-up; fell on a beat and missed the S&P 500 inclusion the market had priced in.

Nov 4, 2026

Sep 11, 2026

Marvell Technology, Inc.

MRVL

Networking

No backlog line reported. Forward signals from Q2 FY27 (Aug 27): FY27 and FY28 outlook raised for the second consecutive quarter; FY27 data center growth ~60% (from ~50%), FY28 >60%; optical interconnect guided >70% growth in FY27; Q3 guided $3.15B. ⭐ Google holds a warrant for up to 7% of Marvell shares tied to revenue milestones — a customer-equity structure locking in a multi-year hyperscaler relationship. Investor Day Oct 6, 2026.

Constructive

Rich

Narrow

Researched

The credible #2 in hyperscaler custom silicon — data center 79% of revenue growing 46%, outlook raised twice, and Google taking a 7% equity warrant tied to purchases — but co-packaged optics threatens the DSP franchise that's currently the fastest-growing line.

Program concentration — a single lost XPU socket is material, and the Google warrant deepens the dependency it secures; co-packaged optics (TSMC says mass production 2H 2026) directly threatens the pluggable DSP franchise over 5–7 years; stock up 161% YTD fell on a beat-and-raise.

Dec 2, 2026

Oct 1, 2026

Seagate Technology Holdings plc

STX

Storage

VERIFIED 19 Sep 2026 from the fiscal Q4 2026 release and call (28 Jul), replacing a "not captured in this refresh" note. The VAST MAJORITY of nearline exabytes are already allocated into CALENDAR 2028 under long-term agreements, with customers requesting planning horizons into 2029+. 195 exabytes shipped to datacentre customers in Q4, +43% YoY; datacentre revenue $2.9B. Price per exabyte +~10% YoY in Q4, guided ~+20% for Q1 FY2027, with premium pricing available on incremental capacity outside the LTAs. Mozaic (HAMR) is 40% of nearline exabyte shipments. Q1 FY2027 guided $4.1B ±$100M revenue (+56% YoY) and $7.30 ±$0.20 non-GAAP EPS at ~50% operating margin.

Constructive

Rich

Narrow

Researched

Half of a two-supplier duopoly in nearline hard drives, growing 48% with a 52.7% gross margin — and the vast majority of nearline capacity already committed into calendar 2028 under long-term agreements, with price per exabyte guided to +20%.

Peak-cycle risk on historically extraordinary margins (52.7% gross, 44.6% operating for a mechanical storage business), plus a duopoly whose pricing depends on both players holding capacity discipline — and these margins are precisely the incentive to add. Long-term SSD substitution as flash cost-per-bit falls each generation. Moves with the memory complex on days when nothing HDD-specific happens.

Oct 21, 2026

Sep 11, 2026

Everpure, Inc. (formerly Pure Storage)

Storage

RPO $3.8B and subscription ARR $2B as of Q1 FY27 (May 27). Q2 FY27 (Aug 26): FY27 revenue guidance raised to ~$5.05B from $4.3–4.4B; Q3 guided $1.33B midpoint, 16.8% above consensus. Meta hyperscaler relationship for internal use, described as becoming more meaningful. Financial Analyst Meeting Sept 23 will set out the long-term framework.

Constructive

Fair

Narrow

Researched

Grew 38% with product revenue up 54%, raised full-year guidance ~15% mid-year, won Meta as a hyperscaler customer and joins the S&P 500 on Sept 21 — demand is currently overwhelming the flash-cost headwind this database had expected to hurt it.

It buys the NAND that Sandisk, SK hynix and Micron are raising 75–100% — management cited a challenging supply chain environment, and 38% growth may be masking a gross-margin problem that surfaces when demand normalises. Stock fell ~9% on a beat-and-raise; hyperscaler in-house storage is the long-term threat.

Dec 2, 2026

Oct 1, 2026

Western Digital Corporation

WDC

Storage

Long-term agreements (LTAs) with pricing structures in place with hyperscalers (Q4 FY26 call, Aug 5); coverage percentages not disclosed. Exabyte shipments +22% in Q4, +25% for FY26, guided 25%+ ongoing. Q1 FY27 revenue guided ~$4.1B (+42–49%). 40TB ePMR in volume with two customers, on track for 50% of nearline bits by Q3 FY27; 44TB HAMR H1 CY2027. ⚠️ WD no longer holds any Sandisk shares — remaining 1.7M monetised in Q4.

Constructive

Fair

Narrow

Researched

A pure-play HDD duopolist growing 44% with a 34% free cash flow margin, net cash, exabytes up 25% and a 40TB-to-44TB roadmap — ~90% dependent on hyperscaler capex and trading as a memory-complex proxy whether it wants to or not.

~90% of revenue from the cloud segment — entirely a function of hyperscaler capex; trades with the memory complex regardless of its own fundamentals (shed 13% in a session on no company news, then 22% over three weeks); long-term SSD substitution as flash cost-per-bit falls.

Oct 28, 2026

Sep 11, 2026

IREN Limited

IREN

Neo Clouds

$4bn contracted ARR for 2026 capacity; $1bn ARR operating today (FY26 results, Aug 27 2026). 2026 capacity largely sold out; 2027 in late-stage discussions. Recent 3-yr contracts >$20m revenue per MW (IT), active discussions at ~$25m/MW. Customer prepayments cover 45–55% of GPU capex. $6.4B of new GPU financing secured.

Constructive

Rich

Narrow

Researched

Owns 5 GW of powered land, has customers prepaying 45–55% of GPU capex, and is now pricing new three-year contracts above $20m per MW with $4bn of ARR contracted for 2026 — the best-funded operator model in the category, still carrying crypto beta.

Circular revenue — NVIDIA is both supplier AND a top customer ($3.4B cloud contract), so some "third-party demand" is vendor-linked. Plus commissioning slips, GPU-hour price compression, Microsoft concentration, and a perpetual GPU depreciation/refinancing treadmill.

Nov 12, 2026

Oct 1, 2026

Keel Infrastructure

KEEL

Neo Clouds

⚠️ ZERO signed hyperscale leases — this is the entire thesis. Three sites in "active negotiations" as of the Aug 10 Q2 report; management has been targeting three hyperscale customers by year-end for some time. What exists instead is a 2.2 GW development pipeline (Pennsylvania, Washington, Québec) with established grid interconnections, plus a conditional deal for 96 MW of existing capacity at Sherbrooke. Panther Creek: 350 MW secured, expandable to 510 MW, operational target H2 2027.

Watch

Rich

Narrow

Researched

The purest 'one lease away' story on the watchlist — 2.2 GW of pipeline with real grid interconnection, $819M of liquidity and a president poached from Digital Realty — but nothing signed, while legacy revenue collapses and costs climb.

Zero converted leases while legacy Bitcoin revenue falls 50% YoY and G&A rises 62% — the entire equity value rests on signing a hyperscale tenant before the cash runway and patience run out. Beta 4.1, the highest on the watchlist.

Nov 12, 2026

Sep 11, 2026

CoreWeave, Inc.

CRWV

Neo Clouds

Revenue backlog $104B as of Jun 30 2026, +246% YoY — EXCLUDING more than $25B of net new commitments secured in the early weeks of Q3. Includes Meta ~$35B total through 2032 ($21B added on a prior $14B), a multi-year Anthropic agreement, and a $6B Jane Street commitment. 1.5 GW active power across 51 datacentres; 4.2 GW contracted (Aug 11). Exit-2026 ARR guided $18.5–19.5B. ⚠️ Only ~36% of backlog converts within two years; FY26 capex $35–39B against it.

Constructive

Rich

Narrow

Researched

$104B backlog up 246%, adjusted operating income turned positive, and management reports 5–10% better margins on recent deals — the business is now growing into its debt rather than away from it, though the debt is still the risk.

Debt keeps compounding — raised >$10B of unsecured debt and converts plus a $3.1B term loan in one quarter, and net loss widened on financing costs even as adjusted operating income turned positive. FY26 capex $35–39B. Competition rising (SpaceX selling compute, Meta considering a cloud). Most rate-sensitive name on the watchlist.

Nov 11, 2026

Oct 1, 2026

WhiteFiber, Inc.

WYFI

Neo Clouds

Colocation RPO $932.9M as of Jun 30 2026, primarily the ~$865M ten-year 40 MW Nscale contract at NC-1, which began billing in Q2 and was due to reach full 40 MW run-rate in Aug 2026. PLUS more than $540M of new multi-year Cloud Services contracts signed since May: Paris $160M+/5yr, Baseten $165M/3yr (1,392 NVIDIA B300), Prime Intellect $108M (Vera Rubin), Iceland $87.5M/5yr. ⚠️ Colocation RPO is still concentrated in Nscale, a venture-funded rather than investment-grade counterparty; the cloud book is now genuinely diversified.

Watch

Rich

None

Researched

NC-1 is billing and the cloud book has broadened beyond Nscale with $540M+ of new multi-year contracts — but still loss-making, still financed in part by its own majority owner under shared leadership, and the NC-1 secured financing is not yet closed.

The NC-1 secured financing is still only in lender diligence and the company states there is no assurance it completes — that is the near-term binary, and it is why no guidance was given. Behind it: $230M of converts plus a $100M delayed-draw term loan from Bit Digital, its own majority owner, with Sam Tabar CEO of both companies. Cash $60.4M against a datacentre buildout.

Nov 12, 2026

Sep 11, 2026

Cipher Digital (formerly Cipher Mining Inc.)

CIFR

Neo Clouds

~$11.4B of contracted revenue across 10–15 year base lease terms; 907 MW operating and contracted; three signed campus leases with hyperscale tenants; ~3.3 GW pipeline through 2029, plus a new option on the Apollo site near San Antonio supporting up to 900 MW. Named: Fluidstack 168 MW / 10-yr / ~$3B plus 56 MW / ~$830M — with GOOGLE backstopping $1.73B of Fluidstack's obligations and holding ~5.4% equity — and an Amazon Web Services 15-year campus lease. CONVERSION HAS STARTED: Black Pearl rent commenced early Aug 2026, two months ahead of schedule; Barber Lake tenant in beneficial use; Stingray fully funded by an $810M bond. Against only $24.8M of Q2 revenue.

Constructive

Rich

Narrow

Researched

A datacentre landlord that never buys a GPU — ~$11.4B contracted across 10–15 year leases with Google backstopping one tenant and AWS signed to another — now finally converting, with Black Pearl rent commencing two months early, but carrying $5.45B of long-term borrowings against barely any revenue.

Leverage, now more than construction. Long-term borrowings $5.45B against $562.1M of equity and $7.5B of total assets, while Q2 revenue was $24.8M and net loss $267.5M — the fixed obligations are due whether or not the remaining campuses energise on time. Residual bitcoin correlation contaminates the chart.

Nov 5, 2026

Sep 11, 2026

Nebius Group N.V.

NBIS

Neo Clouds

ARR $3B as of Q2 2026 (+598% YoY, +58% QoQ), targeting $7–9B ARR by end-2026 and 5 GW of contracted power. 2026 revenue guidance $3.0–3.4B at ~40% adjusted EBITDA margin; capex $20–25B. Named: MICROSOFT $17.4B over five years plus a $2B option ($19.4B potential), signed Sep 2025. META $12B of dedicated capacity from early 2027 on NVIDIA Vera Rubin, plus a commitment to purchase up to $15B of additional available capacity across upcoming clusters over five years (~$27B potential). Reflection AI >$1B multi-year. Landmark deals pricing at $20–25M per MW. ⚠️ ARR is not a GAAP measure, and the contracted book is ~two counterparties.

Constructive

Rich

Narrow

Researched

Best-financed and only genuinely differentiated neocloud — $8B cash, 41% adjusted EBITDA margin, explicit 2026 guidance, its own software stack, and ~$46B of Microsoft and Meta contracts including a Meta commitment to take up to $15B of additional available capacity.

Two customers are effectively the whole contracted book — Microsoft and Meta account for ~$46B of ~$46B — and both are hyperscalers who compete with Nebius. Capex of $20–25B against $8B of cash means the business runs on continuous financing and customer prepayments. Quality is priced after a large run; GPU depreciation assumptions undisclosed.

Nov 12, 2026

Oct 1, 2026

Eos Energy

EOSE

BTM Power

Record backlog $807M (3.4 GWh), +25% sequentially, from four new and two repeat customers — against a ~$1.0B market cap. Commercial pipeline $24.6B. Named: $100M purchase order from Frontier Power USA (⚠️ a related party) for Blanquilla Phase I; CAPAC Energy master supply agreement covering Germany/Austria/Switzerland with 750 MWh initial scaling to 2 GWh through 2031; Golden Dome for America with the Department of War; and 10 MW / 100 MWh in the Google/MN8 Mammoth Solar project (revenue from 2028). ⚠️ At −71% gross margin, converting this backlog destroys value — it is not an asset until margin crosses zero.

Avoid

Rich

None

Researched

Google just validated its zinc long-duration storage at Mammoth Solar and Thorn Hill consolidation gives a real cost path — but at −71% gross margin the $807M backlog destroys value rather than creating it, and most reported revenue is related-party.

−71% gross margin means every unit shipped loses money, so backlog conversion destroys value; ~80% of Q2 revenue came from a related-party project; a six-fold EPS miss; securities investigations alleging misrepresented production capability; and a 56.55M share offering filed the evening before the Google announcement.

Nov 11, 2026

Oct 1, 2026

Caterpillar Inc.

CAT

BTM Power

Record backlog $72B (Q2 2026), up $9B sequentially and ~92% year over year, with 59% scheduled to deliver within 12 months. Some customers placing orders as far out as 2030. Oil and gas backlog nearly doubled YoY. ⭐ Power generation sales to users +72%; Power & Energy sales to users +33%. Management states demand is NOT the limiting factor — manufacturing capacity, lead times and site-level power availability are.

Conviction

Fair

Wide

Researched

Power generation sales to users up 72% and a record $72B backlog growing 92% — with orders extending to 2030 and management stating demand is not the constraint, capacity is. Record margins alongside record volume is the margin test passing.

Construction and mining remain the majority of revenue, so genuine industrial cyclicality dilutes the AI signal; ~$2.2B of full-year tariff exposure; megacap size means it dampens rather than expresses category moves.

Oct 28, 2026

Oct 1, 2026

Bloom Energy Corporation

BTM Power

~$20 billion backlog as of Q2 FY2026 (Jul 28), plus a $5 billion Brookfield AI infrastructure partnership. Management states all major US hyperscalers and over a dozen US neoclouds, AI labs and colocation operators have validated and approved its power solutions. Named win: Nebius (NBIS) selected Bloom fuel cells for its 300 MW Vineland, New Jersey AI datacentre. FY26 guidance $3.9–4.2B revenue (~100% growth).

Conviction

Rich

Narrow

Researched

The genuine inflection in behind-the-meter power — revenue up 165.5%, GAAP operating income and operating cash flow both turned positive, $20B backlog, and every major US hyperscaler having validated the product.

Its entire advantage is speed-to-power, and that scarcity is under direct attack — GE Vernova scaling toward 30 GW of turbine output by 2030 and SpaceX's blade foundry targeting up to 18 months faster turbine availability. Fuel cells still cost more per kW than turbines.

Nov 5, 2026

Oct 1, 2026

Fluence Energy, Inc.

FLNC

BTM Power

Record backlog $6.4B (+14% sequential, +30% YoY) with total pipeline $33.1B. Record quarterly order intake $1.44B — nearly triple the prior year; total orders +80% YTD. $2.2B of backlog scheduled to convert to revenue in FY2027. Datacentre business: ~$850M secured through July 2026 ($300M behind-the-meter developer deal plus $550M of hyperscaler awards in July); datacentre pipeline 16 GWh, +35% sequentially.

Watch

Fair

None

Researched

Record $1.44B of orders and a $6.4B backlog including ~$850M of datacentre business — and it still cut guidance, because it cannot manufacture fast enough. The cleanest case of real demand meeting failed execution on the watchlist.

Orders tripled and the company STILL cut FY26 guidance by $400M — gross margin collapsed from 14.8% to 5.1% on production delays at new contract manufacturing facilities, and it needs $300–500M of additional working capital within a year. Demand real, execution failing.

Nov 24, 2026

Oct 1, 2026

GE Vernova Inc.

GEV

BTM Power

Record total backlog $176B (Q2 2026), up $13B sequentially, expected to reach ~$200B in FY27. Equipment backlog +77% YoY to $88B. ⭐ Gas turbine backlog plus slot reservation agreements went from 100 GW to 116 GW in one quarter, targeting at least 125 GW under contract by year-end 2026 — with backlog extending THROUGH 2031 and reservations being taken for 2031 deliveries. Q2 orders $24.2B (+88% organic), book-to-bill above 2x; Power segment book-to-bill 3.05x.

Conviction

Rich

Wide

Researched

The hardest bottleneck in AI power — taking gas turbine slot reservations for 2031 delivery, with first-half equipment orders priced over 20% above Q4 2025 and a Power segment book-to-bill of 3.05x. Scarcity showing up in price, not narrative.

Capacity expansion to 20 GW (Q3 2026), 24 GW (2028) and toward 30 GW (2030) destroys the scarcity currently producing 20% price increases; SpaceX building a turbine-blade foundry could accelerate industry supply by up to 18 months; wind segment orders falling sharply with a deepening loss.

Oct 21, 2026

Oct 1, 2026

Modine Manufacturing Company

MOD

Datacenter Thermal

No dollar backlog figure disclosed. Q1 FY2027 (29 Jul 2026): management says backlog has NEARLY DOUBLED over the past year, following two consecutive quarters of record order intake. Data Centers is now a reported segment at $348.6M for the quarter, +90% YoY, driven by hyperscale customers in North America; $2B+ datacentre revenue targeted for fiscal 2028. FY2027 guidance reaffirmed at +20% to 35% net sales growth and $650–680M adjusted EBITDA. ⚠️ Fiscal year begins in April — "fiscal 2026" figures are a year older than they sound.

Constructive

Rich

Narrow

Researched

A former auto-parts supplier reinventing itself as a datacentre cooling pure-play — Data Centers revenue up 90% to $348.6M in a quarter, backlog nearly doubled, and the legacy business being spun into Gentherm by year-end. The catch is that the growth segment's gross margin fell 960bps.

Data Centers gross margin fell 960bps to 20.2% in Q1 FY2027 — segment operating income rose only 33% and group adjusted EBITDA only 5%, against 90% and 28% revenue growth respectively. The growth is being bought, and whether that is mix, ramp cost or price competition from Eaton/Boyd and Schneider is the open question. The Performance Technologies spin-off and Gentherm merger is dated for Q4 calendar 2026 but not yet complete.

Oct 29, 2026

Oct 1, 2026

nVent Electric plc

NVT

Datacenter Thermal

Backlog $2.5B (Q2 2026), providing visibility into 2027. 18% organic growth confirmed by management as real end-demand with balanced sell-in/sell-out at distributors, not restocking. ⚠️ Datacentre orders described by management as "large and lumpy" — expect quarter-to-quarter volatility in this figure.

Constructive

Fair

Narrow

Researched

18% organic growth that management confirmed is real end-demand rather than restocking, with a $2.5B backlog and an unusually clean balance sheet at 1.2x leverage — but margins are compressing and it takes cost pressure rather than passing it on.

Electrical Connections margins compressed by inflation and mix with recovery only promised, not delivered; datacentre orders are large and lumpy; component-supplier position limits pricing power against much larger competitors.

Oct 30, 2026

Oct 1, 2026

Vertiv Holdings

VRT

Datacenter Thermal

⚠️ NO LONGER DISCLOSED. The Q2 2026 release (Jul 29) contains no backlog or orders figure at all — Q2 2025 led with $8.5B at ~1.2x book-to-bill, and the company pointed at ~$15B entering 2026 after Q4'25 organic orders rose ~252% YoY. Replacement proxy: deferred revenue on the balance sheet went $1.815B (Dec 31 2025) → $3.634B (Jun 30 2026), i.e. customer cash for undelivered equipment doubled in six months.

Conviction

Rich

Narrow

Researched

The physical survival kit of the AI datacentre — the only vendor selling integrated power AND liquid cooling — with 22.6% adjusted operating margins and FCF up 234%; but it stopped reporting backlog in Q2, leaving deferred revenue (doubled to $3.63B) as the only forward signal.

Stopped disclosing backlog and orders in Q2 2026 — the category's cleanest forward indicator is gone. Risk has shifted from order intake to converting orders into revenue on schedule; growth decelerating (+35% to +24% YoY); Eaton/Boyd and Schneider attacking liquid cooling.

Oct 28, 2026

Sep 11, 2026

Super Micro Computer, Inc.

SMCI

Datacenter Thermal

Record backlog, with over $60 BILLION of new orders received in Q4 FY2026 alone (quarter ended Jun 30 2026). FY2027 revenue guided as high as $72B against FY2026's $39.1B. Management expects >80% of future revenue to be AI-related based on backlog composition.

Watch

Fair

None

Researched

An extraordinary quarter — revenue +93%, gross margin nearly doubled to 17.5%, $60B+ of new orders — attached to negative $6.8B of full-year operating cash flow, $5.6B of dilution and an unresolved export-control review; growing into a boom it cannot self-fund.

Full-year operating cash flow of NEGATIVE $6.8B funded by $5.6B of equity issuance; open board review of export-control transactions with results still preliminary and unaudited, against a prior history of auditor resignation and delayed filings; assembler economics with no owned bottleneck.

Nov 4, 2026

Oct 1, 2026

Amkor Technology, Inc.

AMKR

Semi Components

NONE — and this is explicit. Amkor's own Q2 2026 release lists "our absence of backlog and the short-term nature of our customers' commitments" as a risk factor. OSAT customers order on short lead times. Use quarterly guidance and the 10-year TSMC agreement + NVIDIA capacity prepayment as the forward signals instead.

Constructive

Fair

Narrow

Researched

NVIDIA is prepaying to fund its US packaging capacity and TSMC signed a 10-year agreement — Amkor is now formally embedded in the AI accelerator supply chain, with gross margin expanding from 12.0% to a guided 19%.

Negative free cash flow of $269.9M in H1 on a $2.5-3.0B capex programme; TSMC keeps most leading-edge AI packaging in-house; Q3 communications guided down on memory supply constraints and SiP migration.

Oct 26, 2026

Sep 11, 2026

Amphenol Corporation

APH

Semi Components

No backlog figure disclosed. Amphenol reports ORDERS instead: record $10.7B in Q2 2026, book-to-bill 1.23:1, with every end market positive. Its 10-Q notes RPO is not material to disclose separately since it typically invoices as it satisfies performance obligations. Orders are the forward metric to track here.

Conviction

Rich

Wide

Researched

IT datacom is now 43% of sales growing 63% organically with record $10.7B orders at a 1.23 book-to-bill — the broadest and cleanest read on AI hardware volume, since it sells into every rack regardless of whose silicon is inside.

Communications networks declining 6% organically with a mid-teens sequential drop guided; 24 of 55 growth points came from acquisitions; $80M of tariff recoveries flattered margin and won't repeat.

Oct 21, 2026

Oct 1, 2026

CEVA, Inc.

CEVA

Semi Components

⚠️ CEVA does not report a backlog figure. Its licensing agreements generate upfront fees recognised over time plus per-chip royalties, so RPO (if disclosed) would be the analogue. Forward signals available: 10 licensing agreements signed in Q2 2026 (two first-time customers, two direct with OEMs), licensing revenue $18.2M at a three-year high, and a NeuPro-M NPU licence with a leading global AI and computing platform company. ⚠️ NPU royalties are not expected to contribute until 2027 designs reach silicon. Not verified this session.

Constructive

Rich

Narrow

Researched

Licensing hit a three-year high with real operating leverage (3% to 11% margin) and a major AI platform company licensing NeuPro-M — but royalties grew 1% on 16% device growth, so the flywheel the thesis depends on has not started.

Royalties — the recurring half of the business — grew just 1% on 16% device growth, at roughly 2 cents per device; still GAAP-unprofitable; edge AI in phones and earbuds, not datacentre AI.

Nov 10, 2026

Sep 11, 2026

Silicon Motion Technology Corporation

SIMO

Semi Components

⚠️ Silicon Motion does not report a backlog figure — fabless controller sales run on short-cycle purchase orders. Forward signal is guidance, which is unusually strong: Q3 2026 guided to $519–541M (+114% to +124% YoY), with management expecting to more than double annual revenue in 2026 and reach operating margins above 30% by year end. Next-gen 4nm PCIe Gen 6 controller taped out in August targeting hyperscalers for 2028. ⚠️ Not verified this session.

Constructive

Fair

Narrow

Researched

Revenue up 127% at a 50.2% gross margin because NAND makers are outsourcing controller work to focus their own engineering on HBM — the memory boom pulls business toward Silicon Motion rather than away from it.

Cash fell to $181.8M with $59.2M of new bank loans as working capital funds the ramp; recent net insider selling; smartphone and PC unit markets declining; the hyperscaler PCIe Gen 6 opportunity is a 2028 story.

Oct 29, 2026

Sep 11, 2026

Arm Holdings

ARM

Semi Components

No longer disclosed. From Q1 FYE27 (reported 29 July 2026) Arm stopped reporting remaining performance obligations and the count of Total Access and Flexible Access licences — removing its best forward-visibility metric. The forward signals left are the royalty rate mix (Armv9 and CSS), Neoverse core shipments (past 1.5B, the last 500M in nine months), and quarterly guidance.

Watch

Rich

Wide

Researched

The toll booth of computing — designs the CPU architecture inside ~every phone and a rising share of data-center/AI chips, collecting a royalty on each. Capital-light, rising royalty rates. But ~180x fwd, FTC probe, and now competing with its own licensees.

~180x forward earnings with beta 3.77 leaves no room for error; FTC antitrust probe opened 15 May 2026; channel conflict from selling its own AGI CPU against licensees; RISC-V as the long-term structural threat; forward disclosure reduced with RPO reporting discontinued.

Nov 5, 2026

Oct 1, 2026

Cerebras Systems Inc.

CBRS

Semi Components

⭐ Remaining performance obligation (RPO) $24.6B — roughly 48x 2025 revenue — of which approximately 80% is OpenAI, under a >$20B multi-year agreement covering a planned 750MW deployment. ⚠️ Management guides only ~15% of that RPO to be recognised across 2026 and 2027 COMBINED, roughly $1.85B annualised — the headline number and the near-term P&L are very different things. Near-term conversion depends on datacentre capacity, which management named as the constraint. FY26 core revenue guidance $855.5–865M.

Conviction

Rich

Narrow

Researched

A genuine architectural bet on inference latency with $24.6B of contracted backlog and OpenAI committing 750MW — but 86% of revenue comes from two customers, gross margin is guided down 10 points, and five times the IPO float unlocks by November.

86% of revenue from two entities (OpenAI and G42) with the CFIUS/UAE history unresolved rather than removed; core gross margin guided DOWN from 46.5% to 36–38% with operating margin at −31%; and ~171M shares — five times the IPO float — unlocking by Nov 9, 2026.

Sep 11, 2026

Vishay Precision Group, Inc.

VPG

Semi Components

Backlog $125M as of Q1 2026. Consolidated book-to-bill 1.14 in Q2 (bookings $95.5M vs $83.9M revenue) — the seventh consecutive quarter at or above 1.0; Q1 book-to-bill was 1.21 on $102.1M of bookings. ⭐ Sensors segment book-to-bill 1.44, with record orders of $48.1M in AI-related markets (AI semiconductor, datacentre, aerospace/defence). ⚠️ Record orders are not converting to profit — operating margin went negative in the same quarter.

Watch

Rich

Narrow

Researched

Record AI-related orders and a 1.44 Sensors book-to-bill sitting on top of a negative operating margin and a third straight 79% EPS miss — real demand in a genuine niche, with no demonstrated ability to price it.

Third consecutive large adjusted-EPS miss (79% in Q2) with operating margin turning NEGATIVE despite record AI-related orders — demand is real but it cannot convert it to profit. FX, an ERP-driven shipment delay and wage inflation explain one quarter, not a pattern. CFO retiring Dec 31 with no named successor.

Sep 11, 2026

NVIDIA

NVDA

Bellwethers

NVIDIA does not report a backlog line. Forward signals from the Q2 FY27 print (Aug 26): Q3 guided to $108B ±2%; FY2028 revenue growth guided at ~70% and described as SUPPLY-CONSTRAINED; AWS committing to 2 million GPUs plus the Vera CPU with a further 2M GPUs deploying through Q2 FY29. Purchase and supply obligations are disclosed in the 10-Q (pull the current figure). ~$99B of buyback authorisation remaining.

Conviction

Fair

Wide

Researched

Compute is revenue and the P&L proves it — $96.2B quarter, +106%, fourth straight quarter of accelerating growth, FY28 guided at ~70% on a supply-constrained basis. The only company that sits above every bottleneck on this watchlist.

Hyperscaler custom-ASIC in-sourcing (~40% of rev from 4 customers building own chips) + AI-capex digestion at a $4.7T cap

Nov 18, 2026

Oct 1, 2026

Taiwan Semiconductor (TSMC)

TSM

Bellwethers

⚠️ TSMC does not report backlog — foundries book capacity rather than orders. The functional equivalent is capacity allocation: CoWoS advanced packaging and the 3nm node are SOLD OUT through end-2026 with lead times into 2027, and NVIDIA has reportedly booked ~60% of CoWoS capacity through 2026 plus more than half of the 2026–27 expansion. CEO C.C. Wei: "Our packaging capacity is so tight it is now limiting our customers' growth." Monthly revenue releases are the highest-frequency forward signal available.

Conviction

Fair

Wide

Researched

Every major customer — NVIDIA, Broadcom, AMD, Arista, Alphabet — reported in August that TSMC capacity is their binding constraint; CoWoS sold out through 2026, COUPE silicon photonics in production, and a roadmap to 50x system compute by 2029. When every customer says the constraint is you, you own the constraint.

Taiwan/China geopolitics — binary tail; a headline can reprice below $350

Oct 15, 2026

Oct 1, 2026

Alphabet Inc.

GOOG

Bellwethers

Google Cloud backlog $514B as of Q2 2026 (Jul 22) — up $50B in one quarter from $462B; just over 50% expected to convert within 24 months. FY26 capex guidance raised to $195–205B (from $180–190B). TPU system sales to external customers began Q2 with the vast majority of revenue landing in 2027; SpaceX paying ~$920M/month for compute.

Constructive

Fair

Wide

Researched

Google Cloud grew 82% with backlog at $514B and it raised capex to $205B — the largest single buyer of everything on this watchlist, now spending so hard that free cash flow went negative and the stock fell on a beat.

Capex of $195–205B produced negative free cash flow in Q2 and a 7% one-day drop — the market is pricing the cost of the buildout at the hyperscalers; ~$98B of the quarter's 'earnings' was unrealised mark-to-market on Anthropic and SpaceX stakes that reverses as easily as it appeared; still supply-constrained and renting third-party capacity as a bridge.

Oct 28, 2026

Oct 1, 2026

Advanced Micro Devices

AMD

Bellwethers

AMD does not report backlog. Named commitments as of Q2 2026 (Aug 4): Anthropic up to 2 GW of MI450 in Helios racks (first GW H1 2027) with AMD investing up to $5B in Anthropic; Microsoft expanded Helios on Azure; Cerebras Helios collaboration H2 2026; OpenAI and Meta multi-generation deployments. Guidance: server CPU >80% growth H2 2026 and >70% FY27; data center segment to more than double in 2027; Q3 guided ~$13B.

Constructive

Rich

Narrow

Researched

Data center revenue doubled to $6.7B and is now 58% of the company, with Anthropic committing 2 GW of MI450 and management guiding the segment to double again in 2027 — the credible second accelerator source, priced at 83x forward for exactly that outcome.

Priced for the 2027 doubling to land — ~64x FY26E consensus EPS of $7.51 and ~35x FY27E at $482 (an earlier "~83x" figure on this page did not reconcile with its own consensus table). The Anthropic 2 GW deal is backed by up to $5B of AMD's own equity investment in the customer. Helios is shipping initial units only and every major commitment lands in H1 2027. Data center AI gross margins run below the corporate average, so the supply-constrained server-CPU ramp has to carry the blend.

Nov 3, 2026

Oct 1, 2026

Meta Platforms, Inc.