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LRCX.NASDAQ
Lam Research
Information Technology · Semiconductor Materials & Equipment

Wafer fabrication equipment supplier with large exposure to etch and deposition steps in established-edge memory and logic production.

HQ: United StatesListed: United States

AI Consensus

On this page, you will be able to compare multi-agent consensus ratings, forecast paths, AI price targets, expected return, fundamentals, analyst disagreement, risks, and the investment thesis across short- and long-term horizons.

AI Consensus Investment Thesis

Lam Research (LRCX) Stock Forecast and AI Rating

Returns refreshed Deep analysis published 12 min read
1-Year and 5-Year Forecast Outlook

Forecast targets and rating

Final recommendation

NEUTRAL

Calculated from the frozen synthesized path using the same return, horizon, volatility and dividend rules as individual opinions.

2027

1-Year

PARTIAL SELL

$275

-4.7%-4.0% incl. dividends
2031

5-Year

NEUTRAL

$355

+23.3%+27.7% incl. dividends

Latest flagship insight

Record Etch Shipments Meet Peak Multiple Risk Across Semiconductor Equipment Cycle

Across reports there is sharp divergence between near-term operating momentum driven by advanced packaging and subsequent cyclical digestion. Consensus identifies high-aspect-ratio cryogenic etching as an enduring structural driver, while extreme valuation multiples, tightening export restrictions on Chinese shipments, and memory capacity overbuild represent decisive downside risks.

Deep Forecast Analysis by iPulse AI Engine

This is the latest published deep-analysis batch. Audit published forecasts in full transparency

Machiavelli (Insider) advisor portraitSuperintelligence (Anthropologist) advisor portraitMichael Burry (Vulture) advisor portraitSherlock Holmes (Whistleblower) advisor portraitUniversal Investor (Polymath) advisor portraitWarren Buffett (Value Purist) advisor portraitJ.P. Morgan (Titan) advisor portraitRay Dalio (Strategist) advisor portraitElon Musk (Visionary) advisor portrait

Machiavelli (Insider), Superintelligence (Anthropologist), Michael Burry (Vulture), Sherlock Holmes (Whistleblower), Universal Investor (Polymath), Warren Buffett (Value Purist), J.P. Morgan (Titan), Ray Dalio (Strategist), Elon Musk (Visionary). Some archetypes run in multiple modes, resulting in 14 advisors total.

Computed on these frontier AI models
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Executive Summary

Dotted terms open concise definitions. Browse technical terms

If you invested $10,000 in Lam Research at the forecast anchor (2026-09-18): $12,766 in five years versus $13,892 for S&P 500 benchmark.

Five-year synthesized consensus forecast for Lam ResearchThe diagram shows the synthesized consensus value path for Lam Research, forecast milestones, and a comparison with S&P 500 benchmark. including estimated net dividends of 0.7% per year.$10,000$12,500$15,000$12,766 (+27.7%)$13,892 (+38.9%)Anchor2026-09-182027(1Y)2028(2Y)2029(3Y)2030(4Y)2031(5Y)
Lam Research · Synthesized ConsensusS&P 500 benchmark

* Return is calculated incl. 0.7% net dividend yield for Lam Research.

Figure: Five-year synthesized consensus value path for Lam Research compared with S&P 500 benchmark. The path uses the synthesizer’s normalized opinion weights.
20-quarter synthesized forecastPrice targets, quarterly returns and the reasoning behind each step

Frozen forecast from 18 Sept 2026. Prices in USD; returns exclude dividends. Each quarter is compounded from the previous quarter.

Anchor: 288.11 USD1-year price return: -4.67%5-year price return: +23.29%

Swipe the table horizontally to read every column.

Twenty quarterly synthesized price forecasts in USD, with returns and rationale
QuarterTarget (USD)Quarter returnTotal returnForecast rationale
Q4 2026289.55+0.50%+0.50%Delivery of guided eight billion dollar revenue and elevated gross margins confirms immediate operational strength. However, elevated Treasury yields and investor scrutiny of working capital absorption constrain multiple expansion, yielding a modest earnings-driven advance.
Q1 2027287.09-0.85%-0.35%Surging high-bandwidth memory packaging and cryogenic etch shipments sustain quarterly earnings momentum. While leading foundries expand initial Gate-All-Around tooling orders, macro policy tightening and restrictive capital costs temper broader equity multiple expansion across semiconductor equipment.
Q2 2027283.39-1.29%-1.64%Fiscal year-end shipments approach record levels as advanced node migrations continue. Slower incremental order growth and emerging export licensing friction with Chinese fabs induce investor caution, moderating price appreciation as valuation multiples begin compressing.
Q3 2027274.66-3.08%-4.67%Customers initiate equipment capex digestion following aggressive two-year expansions. Sequential tool booking deceleration prompts sell-side earnings estimate revisions, triggering valuation multiple derating that outweighs resilient high-margin Customer Support Business Group service revenues.
Q4 2027259.88-5.38%-9.80%Memory manufacturers stretch delivery schedules as capacity catches demand, producing the cycle's sharpest quarterly correction. Fixed research expenses create operational deleveraging, while institutional capital rotates into defensive assets amid persistent macroeconomic borrowing friction.
Q1 2028254.32-2.14%-11.73%Cyclical equipment spending approaches a local bottom as memory fab utilization stabilizes. Resilient spare parts demand provides an operating floor, exhausting speculative momentum selling and establishing fundamental valuation support around historical mid-cycle multiples.
Q2 2028257.22+1.14%-10.72%Equipment order cancellations abate as major foundries commit initial capital to two-nanometer commercial production lines. Improving cash conversion and working capital releases bolster investor sentiment, initiating early-stage valuation stabilization across leading equipment providers.
Q3 2028260.51+1.28%-9.58%Accelerating adoption of cryogenic etching platforms for three-hundred-layer 3D NAND re-energizes equipment bookings. Sequential revenue gains resume, and disciplined management share repurchases provide tangible valuation support as through-cycle earnings visibility improves.
Q4 2028265.75+2.01%-7.76%High-bandwidth memory generation ramps expand advanced packaging tool billings across Korean fabricators. Easing interest rates lower equity discount hurdles, compounding sequential booking gains and initiating a measured recovery in forward valuation multiples.
Q1 2029271.54+2.18%-5.75%Foundry deployment of backside power delivery networks substantially increases dielectric etch step counts per wafer. Operating leverage expands gross margins above fifty percent, driving positive earnings revisions that propel steady equity appreciation.
Q2 2029281.91+3.82%-2.15%Synchronized fab equipment spending resumes as cloud operators restart datacenter expansions. Strong shipment volume and high-margin services generate substantial quarterly free cash flow, allowing management to accelerate share retirements and dividend distributions.
Q3 2029292.09+3.61%+1.38%Expanding installed base revenue crosses record annualized levels, buffering performance against selective customer delivery pauses. Substantial tool content per wafer offsets moderate fab volume growth, supporting orderly equity compounding grounded in operational execution.
Q4 2029298.58+2.22%+3.63%Pilot line tool orders for early monolithic 3D DRAM architectures materialize from primary memory manufacturers. Technological differentiation preserves strong pricing power, though disciplined market multiples keep quarterly equity appreciation aligned with underlying earnings growth.
Q1 2030308.88+3.45%+7.21%Leading foundries scale extreme ultraviolet dry photoresist adoption, unlocking high-margin adjacent deposition revenue. Strong order backlogs across North American and European greenfield facilities sustain top-line momentum, supporting steady share price performance.
Q2 2030318.82+3.22%+10.66%Commercial Gate-All-Around manufacturing expands to sub-1.4nm nodes, driving robust shipments of proprietary selective etch systems. Favorable product mix and manufacturing scale maintain operating margins near thirty-five percent, rewarding patient long-term equity capital.
Q3 2030325.04+1.95%+12.82%Mild inventory rebalancing by tier-one memory customers creates a routine quarterly delivery pause. Steady aftermarket parts consumption cushions operating cash flow, limiting price volatility as the market digests prior multi-quarter share appreciation.
Q4 2030333.55+2.62%+15.77%Broad enterprise demand for high-density storage drives expanded 3D NAND fab conversions. Rebounding equipment billings and ongoing share count reductions sustain per-share earnings growth, keeping equity valuation stable through the year-end trading window.
Q1 2031338.09+1.36%+17.35%Global wafer fab equipment investments reach a mature mid-cycle cadence. Increasing chamber complexity across advanced logic nodes sustains healthy tool replacement cycles, allowing disciplined operating execution to drive moderate, predictable quarterly equity gains.
Q2 2031348.34+3.03%+20.90%Next-generation 3D DRAM production lines commence commercial tool move-ins, driving exceptional vertical etch chamber deliveries. Record full-year operating cash flows and expanded dividend distributions reaffirm strong structural positioning within advanced semiconductor manufacturing.
Q3 2031355.20+1.97%+23.29%The five-year forecast closes with valuation multiples normalized around historical through-cycle averages. Sustained earnings growth, structural moat expansion in atomic-scale processing, and disciplined share repurchases deliver durable, risk-adjusted long-term capital accumulation.

The fundamental investment case hinges on a critical divergence between operating execution and capital cycle duration. Grounded in near-monopolistic positions across high-aspect-ratio cryogenic etching and through-silicon via , near-term fundamentals remain exceptionally robust, propelled by foundry transitions and explosive high-bandwidth memory scaling. However, equity valuation reflects significant multiple vulnerability. Capitalizing peak cyclical earnings amidst restrictive monetary policy and heightened capital costs creates an asymmetric risk profile. The strongest counterargument emphasizes historical memory overbuild, where front-loaded fab expansion and intensifying export restrictions on Chinese shipments inevitably trigger sequential order digestion and .

Key insights

  • divergence reveals that absorption from rapid shipment expansion creates liquidity friction before customer collections materialize into distributable capital.
  • service contracts across ninety thousand active chambers provide durable recurring annuities that establish operational earnings floors during cyclical equipment procurement downturns.
  • Structural step-count expansion in vertical nanosheet logic and four-hundred-layer memory architectures insulates equipment intensity per wafer from broader aggregate semiconductor volume contractions.

Deep Dive

The prevailing market consensus treats advanced semiconductor capital equipment as an unassailable secular growth tollbooth on . Wall Street extrapolates record wafer fabrication equipment spending and elevated into perpetuity, assuming architectures and high-bandwidth memory have abolished historic capital cycles. Investors accept an elevated trailing , dismissing looming customer digestion, tighter , and restrictive monetary policy.

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AI Consensus
AI Opinions
Company Profile

Alpha Gap & Repricing Catalysts

Where does the current market narrative diverge from our AI Opinions—and what could close the gap?

Market Narrative

What does the market currently expect? The prevailing market consensus treats advanced semiconductor capital equipment as an unassailable secular growth tollbooth on . Wall Street extrapolates record wafer fabrication equipment spending and elevated into perpetuity, assuming architectures and high-bandwidth memory have abolished historic capital cycles. Investors accept an elevated trailing , dismissing looming customer digestion, tighter , and restrictive monetary policy.

Alpha Gap

What is the biggest difference between market expectations and our AI forecasts? The crowd overestimates value over the full cycle, misreading a cyclical, front-loaded surge in memory tooling and pre-restriction Chinese buying as permanent . While near-term forward guidance indicates earnings acceleration that tempers trailing multiple overstatement, the market underappreciates that equipment demand remains reflexively linked to memory prices and fab capacity additions. When customer fab utilization normalizes and trade restrictions compress Chinese volumes, will collide with deferred shipments, leaving current equity valuation with insufficient .

Repricing Catalyst

What could make the market recognize and close that gap? A visible deceleration in memory equipment bookings and trailing-edge fab tool orders during the second half of 2027 represents the decisive catalyst. As leading memory producers complete initial high-bandwidth memory expansions and report sequential pauses, book-to-bill ratios falling below parity will shatter peak-cycle complacency. This shift will prompt Wall Street analysts to lower projections and compress valuation multiples toward historical semiconductor equipment averages.

Sentiment and Timing

What do sentiment, volatility, and the market-recognition cycle suggest about the thesis timing?

Greed / Fear
Greed
Volatility
High Erratic
Cycle position
Overshoot

Reports agree on an overshoot phase and high volatility, but diverge on immediate timing: some anticipate prompt quarterly , whereas grounded analyses recognize that strong near-term guidance sustains operational momentum before arrives.

Macro Regime Fit

Does the current market environment support the thesis? The macroeconomic backdrop of persistent policy tightening, sticky inflation, and benchmark Treasury yields near five percent presents a distinct valuation headwind. While direct corporate borrowing costs remain modest given negligible , elevated discount rates disproportionately penalize multiples and increase customer financing hurdles for multibillion-dollar fab shell investments.

Advisor Disagreement

What do our AI Advisors disagree about most? The decisive disagreement across reports centers on the timing and severity of derating versus near-term earnings acceleration. Skeptical reports argue that paying fifty times trailing earnings during monetary tightening guarantees severe capital losses as memory digests. Conversely, grounded reports demonstrate that September 2026 guidance annualizes to thirty-three times earnings, providing robust operational momentum before any downcycle. This dispute will be resolved by monitoring whether October 2026 earnings deliver guided revenue and , and whether memory customer book-to-bill ratios remain above parity through mid-2027.

Base-Case Forces

Event Risk ScoreHigh77/100

Near-certain positive forces

Top Drivers / Tailwinds

Near-certain forces that support the investment thesis. These forces are treated as part of the base case (more than 60% probability of occurrence). Impact columns are specific to this asset class.

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Top Drivers / Tailwinds with asset-specific estimated impacts and thesis rationale
Driver / TailwindCategoryEst. stock-price impactEst. earnings impactWhy it matters
Cryogenic high aspect ratio etch dominanceInnovation And Product+26%+34%Scaling vertical 3D NAND beyond three hundred layers requires deep channel hole etching where proprietary cryogenic plasma platforms hold near-monopolistic advantages over conventional chemistries. This physical scaling constraint dramatically expands etch process steps per wafer, preserving above fifty percent and generating sustained high-margin chamber shipments across multi-year memory upgrades.
High-bandwidth memory packaging tollboothCompetitive Positioning+22%+28%Accelerating compute clusters necessitates dense through-silicon via etching and void-free copper electroplating for multi-die high-bandwidth memory stacks. Commanding dominant across tier-one memory fabricators, these tools extract an expanding toll on leading-edge accelerator production, diversifying revenue beyond planar lithography and supporting elevated corporate .
architectural node transitionsSector And Industry+18%+24%Leading-edge foundry and logic migrations to sub-two-nanometer nanosheets and backside power delivery networks substantially increase selective isotropic etch and atomic-layer deposition intensity. Proprietary tooling wins critical process insertions for nanosheet release and cavity formation, capturing incremental wallet share at leading foundries and dampening pure memory cyclicality.
services annuity engineOperational Efficiency+15%+18%A global active fleet approaching one hundred thousand chambers provides recurring, high-margin revenue from spare parts, chamber enhancements, and maintenance contracts. Generating over eight billion dollars annually, this non-discretionary aftermarket business decouples baseline cash flows from volatile greenfield equipment buildouts, cushioning corporate free cash generation through periodic fab utilization pauses.

Near-certain negative forces

Top Frictions / Headwinds

Near-certain forces that could slow, cap, or damage the thesis. These forces are treated as part of the base case (more than 60% probability of occurrence). Impact columns are specific to this asset class.

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Top Frictions / Headwinds with asset-specific estimated impacts and thesis rationale
Friction / HeadwindCategoryEst. stock-price impactEst. earnings impactWhy it matters
Peak cycle compressionMacroeconomic And Macrofinancial-28%-5.0%Trading at fifty times trailing earnings during a restrictive with Treasury yields near five percent leaves equity pricing acutely vulnerable. Historically, semiconductor equipment suppliers rerate toward eighteen to twenty-four times normalized earnings during cyclical downshifts. As top-line growth decelerates from peak velocity, exerts severe mechanical downward pressure on share returns.
China export restriction and localization dragRegulatory-20%-22%Mainland China historically accounted for roughly a third of tool shipments, creating severe exposure to tightening multilateral export restrictions and Section 301 tariffs. As Western regulators lower technology thresholds and subsidized Chinese toolmakers capture mature-node share, permanent revenue displacement in this key geography will impair international shipment volumes and erode lucrative regional service contracts.
Memory fab capital spending digestionSector And Industry-16%-19%Aggressive front-loaded in high-bandwidth memory and advanced NAND inevitably lead to capacity digestion once newly commissioned cleanrooms reach peak output. Memory producers curtail incremental tool procurement to defend device pricing when bit supply catches demand, triggering sequential order deferrals and exposing equipment manufacturers to negative fixed-cost operating deleverage.
friction and cash conversionCapital Allocation-12%-10%Rapidly accelerating equipment deliveries tie up substantial liquidity in accounts receivable and raw inventory, causing to lag reported accounting net income. Diverting cash reserves into aggressive peak-multiple reduces cushion ahead of industry spending pauses, limiting financial optionality during subsequent cyclical equipment downturns.

What Could Break or Accelerate the Thesis

Plausible downside scenarios

Tail Risks

Tail yet plausible downside scenarios selected for their highest potential impact.

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Tail risks with plausibility, asset-specific potential impact and scenario rationale
Tail scenarioChance of OccurringStock Price ImpactWhy plausible / what changes
Blanket Western embargo on Chinese servicing28%-38%An acute geopolitical escalation could trigger emergency multilateral trade sanctions prohibiting Western semiconductor equipment vendors from providing spare parts, maintenance, and software servicing to Chinese fabrication facilities. This regulatory rupture would immediately incapacitate active regional chambers, eliminating over two billion dollars in high-margin customer support revenue, stranding inventory, and triggering severe multi-quarter .
Synchronized enterprise AI freeze28%-35%Hyperscale cloud operators encountering disappointing generative software returns and power infrastructure bottlenecks could slash datacenter capital budgets by thirty-five percent. Memory and logic chipmakers would abruptly cancel or defer outstanding tool purchase orders, causing to evaporate, depressing factory utilization, and driving an aggressive equity derating toward valuation multiples.

Plausible upside scenarios

Tail Opportunities

Tail yet plausible upside scenarios selected for their highest potential impact.

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Tail opportunities with plausibility, asset-specific potential impact and scenario rationale
Tail scenarioChance of OccurringStock Price ImpactWhy plausible / what changes
Accelerated commercialization of monolithic 3D DRAM32%+35%Memory manufacturers could accelerate the commercial transition from planar scaling to monolithic 3D DRAM architectures before 2028 to satisfy insatiable bandwidth requirements. Stacking capacitor memory cells vertically would mirror the 3D NAND revolution, tripling vertical etch and deposition chamber requirements per wafer and generating over four billion dollars in unexpected high-margin tool billings.
Bilateral trade detente and China reopening20%+28%A comprehensive diplomatic agreement between Washington and Beijing could formally establish permissive export licensing protocols for mature-node and specialty semiconductor manufacturing tools through 2028. Removing would immediately release billions in unfulfilled Chinese fab orders and restore high-margin service contracts, prompting upward revisions to earnings forecasts and sparking a substantial multiple rerating.

Company Financial Analysis

Lam Research Earnings and Financials Analysis by AI

Financial figures available as of Sep 20, 2026. Only filings and source records available by this analysis date are included.

Earnings and financials

AI Review

The company delivered an outstanding financial year for fiscal 2026, with annual revenue surging 26% to $23.2 billion and net income expanding 36% to $7.27 billion. Powerful demand for artificial intelligence memory chips and advanced foundry tools drove record quarterly revenue of $6.72 billion in June. However, headline profits tell only part of the story. Free cash flow contracted nearly 10% to $4.89 billion because rapidly accelerating tool shipments absorbed substantial working capital into unpaid customer receivables and inventories. While upcoming guidance points toward continued quarterly growth, translating delivered equipment into collected cash remains essential as customer fab buildouts mature.

Revenue, earnings, and cash flow

The table compares up to five fiscal years of revenue, net income, and free cash flow available to this analysis.

Revenue, net income, and free cash flow history
Fiscal yearRevenueNet incomeFree cash flow
2026USD 23.2BUSD 7.3BUSD 4.9B
2025USD 18.4BUSD 5.4BUSD 5.4B
2024USD 14.9BUSD 3.8BUSD 4.3B
2023USD 17.4BUSD 4.5BUSD 4.7B
2022USD 17.2BUSD 4.6BUSD 2.6B

Valuation context: historical P/E

The table compares up to five fiscal years of point-in-time valuation evidence available to this analysis.

Historical price-to-earnings ratios
Fiscal yearP/EEarnings basisCurrency basisTicker / reporting
202675.2xTTMNativeUSD / USD
202523.0xTTMNativeUSD / USD
2024>100xTTMNativeUSD / USD
2023>100xAnnualNativeUSD / USD
2022>100xAnnualNativeUSD / USD

P/E uses historical market capitalization and earnings known at each period. Cross-currency observations are normalized to USD using point-in-time FX rates.

Profitability and margins

AI Review

Profitability expanded to multi-decade highs during fiscal 2026, with gross margins climbing to 50.5% and operating margins reaching 35.3%. Selling proprietary cryogenic etch chambers and advanced packaging tools commanded premium pricing power, while manufacturing scale in lower-cost Asian facilities provided powerful operational leverage. Nevertheless, margins historically peak alongside equipment delivery cycles. While recurring customer service revenues provide a reliable profitability cushion, operating margins above 35% will face pressure once memory customers digest newly installed capacity and trade curbs constrain high-margin Chinese shipments. Sustainable through-cycle profitability will depend on maintaining technical leadership in next-generation chip architectures.

The table compares up to five fiscal years of operating income and reported profitability margins.

Operating income and margin history
Fiscal yearOperating incomeOperating marginNet margin
2026USD 8.2B35.3%31.3%
2025USD 5.9B32.0%29.1%
2024USD 4.3B28.6%25.7%
2023USD 5.2B29.7%25.9%
2022USD 5.4B31.2%26.7%

Balance sheet and leverage

AI Review

The balance sheet is an exceptionally strong fortress built to withstand cyclical semiconductor downturns. Stockholders' equity reached $12.47 billion against total assets of $23.5 billion in fiscal 2026, maintaining a very modest debt-to-equity ratio of 0.33 and an outstanding interest coverage ratio exceeding 52 times operating earnings. Liquid reserves comfortably exceed gross debt obligations, ensuring negligible solvency risk. However, capital return decisions warrant close attention, as management spent $3.85 billion on share buybacks and $1.27 billion on dividends, exceeding annual free cash flow. Maintaining abundant liquidity remains vital to navigate potential trade shocks or factory order pauses.

The table compares up to five fiscal years of debt, liquidity, net cash or debt, and current-ratio evidence.

Balance sheet leverage and liquidity history
Fiscal yearTotal debtCash + short-term investmentsNet cash / (debt)Current ratio
2026USD 4.1BUSD 5.6BUSD 1.5B net cash2.63x
2025USD 4.8BUSD 6.4BUSD 1.6B net cash2.21x
2024USD 5BUSD 5.8BUSD 864.5M net cash2.97x
2023USD 5BUSD 5.4BUSD 325.5M net cash3.16x
2022USD 5BUSD 3.7BUSD 1.5B net debt2.69x

Net debt below zero is displayed as net cash. Current ratio is current assets divided by current liabilities.

Capex and investment intensity

AI Review

Management operates an efficient, asset-light manufacturing model, allocating just $965 million to capital expenditures in fiscal 2026, representing about 4.2% of revenue. Instead of funding heavy fabrication facilities, capital commitments prioritize advanced cleanroom testing laboratories in Oregon and assembly centers in Malaysia. The true economic growth engine lies in research and development, which absorbed $2.38 billion or over 10% of revenue. Investing heavily in atomic-scale etching and proprietary chemical deposition protects technical moats against competitors. This disciplined capital allocation generates exceptional returns on capital without saddling the balance sheet with burdensome factory depreciation.

The table compares up to five fiscal years of capital expenditure and research-and-development investment.

Capital expenditure and research and development history
Fiscal yearCapital expenditureR&D spend
2026USD 966.4MUSD 2.4B
2025USD 759.2MUSD 2.1B
2024USD 396.7MUSD 1.9B
2023USD 501.6MUSD 1.7B
2022USD 546MUSD 1.6B

Quarterly Forecast Scenarios

Lam Research Averaged Consensus Scenarios

One row per forecast quarter. Asset scenario targets are shown in USD; benchmark values are shown in USD.

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Quarterly Bear Case Stock Price, Base Case Stock Price, Bull Case Stock Price, and S&P 500 benchmark forecasts for Lam Research.
QuarterBear case (USD)Base case (USD)Bull case (USD)S&P 500 benchmark (USD)
$267.94$282.35$311.16$750.26
$243.83$272.54$332.94$736.44
$224.32$263.90$349.59$743.40
$210.86$254.00$370.56$755.15
$193.99$241.42$348.33$776.22
$186.23$235.78$362.26$787.13
$178.84$238.04$380.37$802.83
$180.63$242.86$374.41$812.05
$182.44$249.56$389.39$839.18
$178.79$257.04$401.07$850.50
$182.37$267.50$425.14$872.39
$184.19$276.77$442.14$885.51
$184.19$282.68$433.30$909.56
$186.03$292.56$454.97$916.13
$186.03$302.74$482.26$936.51
$184.17$308.71$501.55$947.34
$184.17$315.52$496.54$969.59
$186.01$321.61$511.43$979.99
$187.87$331.44$531.89$999.60
$184.12$337.38$542.53$1,012

Behind the synthesis

How each opinion shapes the consensus

14 opinions · 100% allocated

The independently supported pattern across reports confirms exceptional operational execution across high-aspect-ratio cryogenic etching and advanced packaging, balanced against severe peak-cycle multiple vulnerability and customer capex reflexivity. Reports with grounded valuation arithmetic demonstrate that guided September 2026 revenue of $8.1 billion annualizes to roughly thirty-three times forward earnings, disproving assertions of an immediate fifty-times multiple collapse while confirming that trailing metrics overstate near-term overvaluation. Conversely, reports emphasizing capital cycle mechanics correctly identify that working capital absorption has weakened cash conversion and that memory capacity expansions inevitably produce digestion phases. The relative weights prioritize grounded reports that capture both immediate guided operating momentum and subsequent cyclical digestion, while downweighting extreme linear extrapolations of perpetual growth or immediate structural collapse. Unresolved uncertainty surrounding Chinese export enforcement and memory bit pricing further justifies balancing near-term earnings upgrades against disciplined medium-term multiple compression.

AI RESEARCHER
Universal Investor AI advisor icon

Universal Investor AI

The Polymath

GPT-6 Astra
Weight18.0/100

This opinion demonstrates superior evidence quality by reconciling reported FY2026 results with verified Q1 guidance, proving that trailing multiples overstate near-term overvaluation. Its balanced path captures initial earnings momentum, subsequent memory digestion, and working capital friction, warranting a top relative weight.

AI RESEARCHER
Universal Investor AI advisor icon

Universal Investor AI

The Polymath

Opus 5
Weight18.0/100

Exhibiting rigorous source grounding and arithmetic precision, this analysis correctly calculates forward run-rate valuation and identifies memory price reflexivity. Its realistic progression from guided near-term strength to a 2028-2029 digestion cycle earns a co-leading weight.

AI RESEARCHER
Universal Investor AI advisor icon

Universal Investor AI

The Polymath

Gemini 3.8 Flash
Weight12.0/100

This report provides strong causal consistency by modeling initial operational momentum before anticipating memory capex digestion in late 2027. Its balanced multiple compression assumptions and disciplined analysis of Gate-All-Around and packaging tailwinds justify a prominent weight.

AI THINKER
Universal Investor AI advisor icon

Universal Investor AI

The Polymath

Gemini 3.8 Flash
Weight6.0/100

The framework accurately assesses 3D NAND vertical scaling bottlenecks and sovereign fab redundancy, yet models an overly abrupt multiple collapse starting in late 2026. A reduced allocation reflects solid process-level reasoning tempered by ungrounded near-term price trajectories.

AI RESEARCHER
Elon Musk AI advisor icon

Elon Musk AI

The Visionary

Gemini 3.8 Flash
Weight5.0/100

This opinion correctly identifies atomic-scale etching moats and eventual cyclical digestion, but assumes an immediate severe multiple collapse that ignores verified Q1 guidance of $8.1 billion revenue and $2.15 EPS. A lower weight reflects this aggressive near-term timing disconnect.

AI RESEARCHER
Machiavelli AI advisor icon

Niccolo Machiavelli AI

The Insider

Gemini 3.8 Flash
Weight5.0/100

This perspective offers valuable granular analysis of China revenue exposure and geopolitical licensing risks, but overstates immediate multiple degradation by overlooking forward guidance support. A modest weight preserves its regulatory insights without endorsing its steep near-term price decline.

AI THINKER
Superintelligence AI advisor icon

Superintelligence AI

The Anthropologist

Gemini 3.8 Flash
Weight5.0/100

While sound regarding thermodynamic scaling hurdles and long-term services durability, this report relies on an overly punitive near-term multiple compression scenario that dismisses delivered backlog momentum. A modest weight incorporates its structural physical insights while moderating timing bias.

AI RESEARCHER
Superintelligence AI advisor icon

Superintelligence AI

The Anthropologist

Gemini 3.8 Flash
Weight5.0/100

This opinion offers thoughtful synthesis of compute demand and tool duplication across regional fabs, but forces immediate valuation derating despite record guided shipments. A controlled weight captures its long-term architectural perspectives while rejecting its immediate bearish quarterly trajectory.

AI RESEARCHER
Warren Buffett AI advisor icon

Warren Buffett AI

The Value Seeker

Gemini 3.8 Flash
Weight5.0/100

The report provides excellent owner-earnings analysis and warns against peak-multiple repurchases, but penalizes the shares with immediate multiple derating that contradicts current booking strength. A standard conservative weight reflects its balance-sheet prudence while adjusting for timing mismatches.

AI RESEARCHER
Ray Dalio AI advisor icon

Ray Dalio AI

The Strategist

Gemini 3.8 Flash
Weight5.0/100

This perspective provides valuable long-wave economic cycle framing and analyzes macroeconomic tightening transmission effectively. However, its near-term path underplays guided operational torque, justifying a balanced modest allocation that captures its macro insights without overemphasizing early equity drag.

AI THINKER
Warren Buffett AI advisor icon

Warren Buffett AI

The Value Seeker

Gemini 3.8 Flash
Weight4.0/100

Recognizing economic moats in cryogenic etching alongside cyclical risks, this analysis offers sound long-term principles. However, projecting severe near-term equity contractions ignores verified quarterly guidance. A lower weight captures its margin of safety discipline without over-weighting premature price corrections.

AI RESEARCHER
Michael Burry AI advisor icon

Michael Burry AI

The Vulture

Gemini 3.8 Flash
Weight4.0/100

This report astutely highlights working capital absorption and free cash flow quality divergence in FY2026. Nevertheless, its extreme bear-case trajectory down to liquidation values relies on catastrophic assumptions unsupported by confirmed order backlogs, justifying a restrained weight.

AI RESEARCHER
Sherlock Holmes AI advisor icon

Sherlock Holmes AI

The Whistleblower

Gemini 3.8 Flash
Weight4.0/100

Forensic observations regarding working capital strain and buyback pacing are highly perceptive and integrated into consensus. However, its projection of an immediate 25% revenue decline lacks corroborating evidence given strong industry WFE forecasts, warranting a modest weight.

AI RESEARCHER
J.P. Morgan AI advisor icon

J.P. Morgan AI

The Titan

Gemini 3.8 Flash
Weight4.0/100

This report correctly identifies the compounding power of the installed base and packaging tollbooth, but represents an aggressive outlier predicting uninterrupted 88% appreciation that dismisses semicap cyclicality. A low weight tempers this unhedged hyper-bull thesis.

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Research Provenance

References & Context

This Lam Research consensus analysis combines structured market evidence with independent AI-agent forecasts. External references below are limited to sources recorded by the researcher agents for this forecast batch.

Primary analysis inputs

  • iPulse AI Multi-Agent Forecasts — independent analyst personas, model outputs, and consensus synthesis.
  • iPulse AI Global Events Context — macroeconomic, geopolitical, regulatory, and industry-event context.
  • Structured market history — prices, distributions, volatility, identifiers, and listing metadata.
  • Company earnings and financial statements — revenue, profitability, balance-sheet, cash-flow, and investment trends.
  • Researcher web evidence — public sources consulted to challenge and contextualize the forecast thesis.

Independent AI Advisor panel

AI Advisors
14
AI Researchers
11
AI Thinkers
3

Context retained with this Consensus

The same public-safe market, global-event, and fundamental context supplied to the AI Advisor panel.

03

Global context snapshot

2025 Full-Year Global Market and World-Events Context

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Coverage 2025-01-01 to 2025-12-31 · Knowledge cutoff 2025-12-31

This full-year context package covers the principal geopolitical, economic, monetary-policy, technology, trade, energy, and institutional developments that shaped global markets during 2025. It gives the forecasting model a chronological account of major world events together with their likely transmission into growth, inflation, interest rates, supply chains, commodities, currencies, public markets, and sector-level investment conditions.

The package also includes monthly and quarterly macroeconomic and cross-asset reference tables spanning US and international growth, central-bank policy, sovereign yields, major equity indices, foreign exchange, energy, industrial and precious metals, and digital assets. Quarterly and full-year high-impact summaries are integrated; monthly quantitative series remain working values pending final audit, and that qualification is part of the preserved context.

Top 3 market shifts from 2025 Full-Year Global Market and World-Events Context
Top 3 Market Shifts From FileDateStatus
DeepSeek shock and AI economics reset2025-01-27OPEN ENDED TREND
US tariff regime escalation and trade-system rupture2025-02-01ACTIVE POLICY REGIME
Federal Reserve easing cycle after a prolonged hold2025-09-17ACTIVE POLICY REGIME

2026 Year-to-Date Global Market and World-Events Context Through September 20

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Coverage 2026-01-01 to 2026-09-20 · Knowledge cutoff 2026-09-20

January 1-September 20, 2026: monetary tightening, energy security, trade restrictions, AI financing and divergent growth; five leading market themes.

Fed raised rates to 3.75%-4.00%; ECB hike is in force and BOJ increase starts September 24. Markets through September 18, bitcoin through September 19.

Top 3 market shifts from 2026 Year-to-Date Global Market and World-Events Context Through September 20
Top 3 Market Shifts From FileDateStatus
Renewed monetary tightening amid persistent inflation2026-01-30ACTIVE POLICY REGIME
Iran/Hormuz conflict and wider energy-security disruption2026-02-28ONGOING
Tariff legal reset and strategic supply restrictions2026-02-20ACTIVE POLICY REGIME

Representative Sources of the Context File

And more sources from the retained context package.

02

Fundamental context

Income statement

9 fields

depreciationAndAmortization · ebit · ebitda · grossProfit · +5 more fields

Balance sheet

12 fields

cash · commonStockSharesOutstanding · longTermDebt · netDebt · +8 more fields

Cash flow

5 fields

capitalExpenditures · dividendsPaid · freeCashFlow · salePurchaseOfStock · +1 more field

annual: 2015-06-30–2026-06-30, 12 periods; quarterly: 2023-09-30–2026-06-30, 12 periods

Currencies cited: USD (quote USD; primary reporting USD; converted/valuation USD).

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Additional with full access

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    • Investment theses
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  • Additional datasets and interactive tools

    • Interactive forecast comparisons
    • Available detailed financial statements
    • Market history and corporate-action adjustments
    • Eligible historical publication workspaces

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