nvda

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Position Summary

Cross-Vector Contradictions (4): The triangulation stage identified conflicting signals across independent analytical vectors:

Cross-check: signals remain mixed across the current inputs.

Unique Signals (Single-Vector Only)

ASSUMPTIONS SCORED

0 high-conviction

NUMBER REGISTRY

0 verified vs EDGAR

QUALITY SCORE

12-test average

· bear

$150

· base

$305

· bull

$400

financial analysis

elite economics

Q1 FY27 Financials (ended April 26, 2026): Revenue $81.6B (+85% YoY) · Data Center $75.2B (+92%) · Edge Computing $6.4B (+29%) · GAAP Gross Margin 74.9% · Operating Income $53.5B (+147%) · Net Income $58.3B (+211%) · EPS $2.39 (+214%).

Revenue

$81.6B

Q1 FY27, +85% YoY

Net Income

$58.3B

Q1 FY27, +211% YoY

Diluted EPS

$2.39

Q1 FY27, +214% YoY

Debt/Equity

0.05

stable low leverage

Current Ratio

3.91

strong liquidity

FCF Yield

2.4%

on $5.13T mkt cap

Gross Margin

74.9%

Q1 FY27 GAAP (vs 60.5% YoY)

Net Margin

55.6%

record level

Op Margin

~66%

Q1 FY27 OI $53.5B

ROE

76.3%

FY2026

ROA

58.1%

FY2026

ROIC

70.3%

FY2026

Interest Cov

Nonex

Latest filing

Rev Growth

+85%

Q1 FY27 YoY

NI Growth

+211%

Q1 FY27 YoY

EPS Growth

+4.9%

Annual YoY

Takeaway. NVIDIA's FY2026 results demonstrate unmatched operating leverage in the AI era, with revenue surging 65.5% YoY to $215.94B while net margins reached 55.6% and FCF conversion approached 100% of operating cash flow. The single most non-obvious insight is the combination of contained operating expenses (R&D at 8.6% and SG&A at 2.1% of revenue) driving ROIC of 70.3% — levels rarely sustained at this scale in semiconductors.

Profitability Trends

Balance Sheet Strength

Cash Flow Quality

Capital Allocation

Key Caution. While leverage is minimal (D/E 0.05), any material slowdown in hyperscaler AI capex could pressure incremental margins given the concentrated data center revenue base (inferred dominance from growth acceleration). Valuation at P/E 35.8 and PS 19.7 leaves limited margin of safety if growth moderates below market-implied levels.

Accounting Quality. Filings show clean audit opinion with no material unusual accruals or off-balance-sheet flags noted. Revenue recognition appears standard for semiconductor sales; SBC at 3.0% of revenue is transparently disclosed and modest. Interest coverage appears exceptionally high due to low interest expense on minimal debt. No red flags on asset quality or goodwill impairment indicators as of FY2026 close.

NVIDIA's FY2026 metrics — $215.94B revenue (+65.5% YoY), 55.6% net margin, and $102.3B FCF — confirm structural AI-driven superiority versus peers, supporting a Long stance on sustained leadership. However, the base DCF fair value of $280 versus spot and Monte Carlo median near $265 indicate the current premium embeds aggressive 40%+ perpetual growth assumptions. This is Long for the near-term thesis given demand momentum but Long-to-cautious longer-term. We would change our mind on conviction if sequential revenue growth decelerates below 15% or gross margins compress below 65% on competitive ASIC inroads.

Revenue ($B)
Chart data available in source JSON.

Net Income ($B)
Chart data available in source JSON.

See earnings scorecard

Net Income Trend
Chart data available in source JSON.

Return on Equity Trend
Chart data available in source JSON.

Line Item	FY2022	FY2023	FY2024	FY2025	FY2026
Revenues	$26.9B	$27.0B	$60.9B	$130.5B	$280.9B
COGS		$11.6B	$16.6B	$32.6B	$62.5B
Gross Profit		$15.4B	$44.3B	$97.9B	$153.5B
R&D		$7.3B	$8.7B	$12.9B	$18.5B
SG&A		$2.4B	$2.7B	$3.5B	$4.6B
Operating Income		$4.2B	$33.0B	$81.5B	$130.4B
Net Income		$4.4B	$29.8B	$72.9B	$120.1B
EPS (Diluted)		$1.74	$11.93	$2.94	$4.90
Gross Margin		56.9%	72.7%	75.0%	71.1%
Op Margin		15.7%	54.1%	62.4%	60.4%
Net Margin		16.2%	48.8%	55.8%	55.6%

Category	FY2023	FY2024	FY2025	FY2026
Dividends	$398M	$395M	$834M	$974M

TOTAL DEBT

$8.5B

LT: $8.5B, ST: —

NET DEBT

$-2.1B

Cash: $10.6B

INTEREST EXPENSE

$64M

Annual

DEBT/EBITDA

0.1x

Using operating income as proxy

INTEREST COVERAGE

2037.3x

OpInc / Interest

Component	Amount	% of Total
Long-Term Debt	$8.5B	100%
Cash & Equivalents	($10.6B)
Net Debt	$-2.1B

Total Debt Trend
Chart data available in source JSON.

valuation

probability-weighted fair value

Valuation: $212 at 32.5x P/E TTM · Analyst consensus $305 (48 Buy, 3 Strong Buy, 3 Hold) · Intrinsic $280 (+32.1%) · DCF on $300B+ run-rate · Scenarios: bull $400 (+88.7%), base $305 (+43.9%), bear $150 (-29.2%).

DCF Fair Value

$280

+32.1% vs current

Enterprise Value

$4339.7B

DCF

WACC

13.0%

CAPM-derived

Terminal Growth

4.0%

assumption

DCF vs Current

$280

+32.1% vs current

Parameter	Value
Revenue (base)	$280.9B (USD)
FCF Margin	47.4%
WACC	13.0%
Terminal Growth	4.0%
Growth Path	60.0% → 56.6% → 47.6% → 38.7% → 29.8% → 20.9% → 12.0%
Template	asset_light_growth

DCF Fair Value

$280

+32.1% vs current

Prob-Weighted Value

$111.00

40% base, 30% bull, 20% bear, 10% super-bull

Current Price

$212

May 28, 2026

Upside/Downside

+32.1%

To DCF/intrinsic $280

Price / Earnings

32.5x

TTM EPS $6.53

Price / Book

27.6x

FY2026

Price / Sales

20.1x

FY2026

EV/Rev

20.1x

FY2026

EV / EBITDA

32.6x

FY2026

FCF Yield

2.4%

FY2026

Key Takeaway. NVIDIA's explosive FY2026 performance with $215.94B revenue and 55.6% net margin masks a valuation disconnect: the base DCF fair value of $280 implies significant compression from $212 current price, as market pricing embeds an unsustainable 43.5% implied perpetual growth rate from reverse DCF. This highlights the binary risk in sustaining AI hypergrowth beyond the current cycle.

Method	Fair Value/Share	vs Current Price ($212)	Key Assumption
DCF Base	$280	-36%	14.9% WACC, 4.0% terminal growth
DCF Bull	$400	-22%	Lower WACC, higher growth phase
DCF Bear	$150	-51%	Higher WACC, margin compression
Monte Carlo Median	$98.85	-44%	10,000 sims, volatility capture
Monte Carlo Mean	$173.71	-1%	Skewed by tail upside

DCF Key Assumptions

Company	Trailing P/E	P/S	EV/EBITDA	Revenue Growth YoY	Gross Margin
NVIDIA	32.5x	19.7x	32.0x	65.5%	71.1%
Broadcom	62.8x	20.1x	32.6x	~25%	~65%
AMD	74.1x	20.1x	32.6x	~34%	~50%
TSMC	32.5x	20.1x	32.6x	~20-25%	~55%
Intel	904.2x	20.1x	32.6x	Low/single-digit	~40%

Metric	Current	5-Year Historical Avg	Std Dev	Implied Value at Mean
Trailing P/E	32.5x	~50-60x	High	~$245-295
P/S	19.7x	~20-30x	High	~$175-265
EV/EBITDA	32.0x	~45-50x	High	~$245-275
EV/Revenue	19.7x	~20-25x	Moderate	~$175-220
Forward P/E	~21-22x	~30-40x	High	~$150-200

· bear

$150

· base

$305

· bull

$400

Reverse DCF: Market-Implied Expectations

Major Risk: Growth Duration. Reverse DCF requires 43.5% implied perpetual growth to justify $212 price, far exceeding sustainable levels even with NVIDIA's strong position-based moat (CUDA + scale). Any evidence of hyperscaler CapEx peaking or share loss to ASICs could trigger sharp multiple contraction from already elevated levels.

Synthesis. DCF base fair value $280 implies +32.1% upside from $212, with prob-weighted value near $280 on our base assumptions. Conviction leans cautious as market embeds unsustainable growth; gap reflects euphoria around AI momentum despite strong FY2026 metrics ($215.94B revenue, 55.6% net margin). High conviction on execution, lower on perpetuity.

Differentiated View. NVIDIA trades at only 32.5x trailing EPS despite 66.7% YoY growth and 55.6% net margins, but this masks extreme implied expectations (43.5% perpetual growth in reverse DCF). This is Long for the valuation thesis at current levels, as FY2026 excellence is already reflected while future deceleration risks are underpriced. Conviction would shift Long if evidence emerges of sustained 40%+ growth into FY2028+ without margin erosion; otherwise, de-risking via lower multiples appears likely.

See financial analysis

See competitive position

· bear

$150

· base

$305

· bull

$400

· bear

$150

· base

$305

· bull

$386

MC Median

$245

10,000 simulations

MC Mean

$458

5th Percentile

$81

downside tail

95th Percentile

$1,450

upside tail

P(Upside)

+32.1%

vs $212

Implied Parameter	Value to Justify Current Price
Implied Growth Rate	28.0%
Implied WACC	17.5%

Component	Value
Beta	1.70 (raw: 2.08, Vasicek-adjusted)
Risk-Free Rate	4.25%
Equity Risk Premium	5.5%
Cost of Equity	13.6%
D/E Ratio (Market-Cap)	0.00
Dynamic WACC	13.0%

Metric	Value
Current Growth Rate	69.3%
Growth Uncertainty	±13.6pp
Observations	4
Year 1 Projected	55.9%
Year 2 Projected	45.3%
Year 3 Projected	36.7%
Year 4 Projected	29.9%
Year 5 Projected	24.4%

Low sample warning: fewer than 6 annual revenue observations. Growth estimates are less reliable.

Monte Carlo Fair Value Range
Chart data available in source JSON.

Valuation Multiples
Chart data available in source JSON.

what breaks the thesis

falsifiable kill criteria

Risk overview from $212: China export ban ($0 DC China revenue in Q1 vs $4.6B prior year) · Hyperscaler capex cycle concerns · AMD MI300/MI400 competition · Custom ASIC displacement · 32.5x P/E leaves little margin for error · Bear case $150 (-29.2%).

Pillar	Invalidating Facts	P(Invalidation)
ai-capex-demand-durability	Top 4 hyperscalers collectively signal flat-to-down AI infrastructure capex growth for the next 2-4 quarters after current commitments are fulfilled.; NVIDIA data center backlog materially compresses alongside rising customer deployment underutilization, evidenced by hyperscaler comments on excess GPU capacity or weak inference/training ROI.; NVIDIA reports a clear data center revenue deceleration inconsistent with current growth expectations, driven by order pushouts/cancellations rather than supply availability.	33%
moat-sustainability-and-margin-durability…	One or more major hyperscalers shift a meaningful share of AI training/inference spend away from NVIDIA to internal ASICs or AMD at production scale, with public evidence that performance/TCO is competitive.; NVIDIA data center gross margin declines structurally by several hundred basis points due to pricing pressure or mix shift, not temporary launch/supply effects.; Developers and enterprise customers show broad migration away from CUDA-dependent workflows toward portable software stacks, reducing switching costs and weakening ecosystem lock-in.	38%
supply-chain-and-fulfillment-execution	HBM, CoWoS/advanced packaging, or foundry constraints materially limit NVIDIA shipments for multiple consecutive quarters, causing revenue misses despite strong demand.; NVIDIA is forced to absorb materially higher component or packaging costs that reduce gross margin beyond normal product-transition effects.; Customer lead times remain elevated while backlog conversion stalls, indicating NVIDIA cannot turn demand into delivered systems at required scale.	27%
china-export-control-and-regulatory-hit	New U.S. export restrictions remove or severely limit NVIDIA's ability to sell compliant AI products into China and other restricted markets with no viable substitute product path.; China-related revenue declines enough to create a material company-wide growth drag or inventory write-downs tied to restricted SKUs.; Regulatory actions broaden beyond exports into licensing, antitrust, or customer procurement restrictions that impair NVIDIA's product bundling, pricing, or market access.	29%
valuation-vs-expectation-risk	Consensus revenue, EPS, or free-cash-flow expectations for the next 12-24 months are revised down materially even as NVIDIA remains fundamentally profitable and growing.; Market valuation multiples compress meaningfully despite continued operational execution, indicating expectations had been too elevated relative to sustainable growth.; Management commentary or customer data implies lower long-term AI infrastructure intensity or lower normalized margins than those embedded in the current stock valuation.	46%

Overall Risk Rating

7/10

High due to valuation and concentration

# Key Risks

Ranked by prob × impact

Bear Case Downside

-51%

$150 vs $212 current

Prob. of Permanent Loss

22%

Monte Carlo 5th percentile scenario

Takeaway. NVIDIA's extraordinary financial strength (71.1% gross margin, $102.35B FCF on $215.94B revenue) is real, yet the $5.13T market cap prices in near-flawless execution amid extreme customer concentration (61% of a recent quarter from four direct customers) and implied 43.6% perpetual growth in reverse DCF. The single most important non-obvious takeaway is that any meaningful erosion of CUDA lock-in or hyperscaler ASIC shift would trigger rapid mean-reversion in multiples far beyond what low 0.05 debt/equity can cushion.

Trigger	Threshold Value	Current Value	Distance to Trigger (%)	Probability	Impact (1-5)
Revenue Growth Deceleration	<40% YoY	65.5% (FY2026)	38% buffer	Medium	5
Gross Margin Compression	<65%	71.1%	8% buffer	High	4
Customer Concentration (4 customers)	>70% of quarterly revenue	61% (recent Q)	15% closer	High	5
Major Hyperscaler ASIC Shift	One top customer shifts >25% incremental spend…	Not yet disclosed	N/A	Medium	5
Blackwell Ramp Delay	Material CoWoS/yield shortfall >3 months…	Ongoing industry constraints	N/A	Medium	4
China Revenue Elimination	Full loss of remaining Data Center contribution…	~9-13% historical, not assumed in Q1 FY27 outlook…	N/A	Medium	3

Top Risks Ranked by Probability × Impact

Strongest Bear Case — Quantified Downside Scenario

Maturity Year	Amount ($M)	Interest Rate (Effective)	Refinancing Risk
2026	1,000	3.31%	Low
2028	1,250	1.64%	Low
2030	1,500	2.93%	Low
2031	1,250	2.09%	Low
2040-2060	3,500	3.5-3.73%	Low
Total Long-Term Debt	8,466	N/A	Very Low (0.05 D/E)

Internal Contradictions in the Data

Risk Mitigation Factors

Failure Path	Root Cause	Probability (%)	Timeline (months)	Early Warning Signal	Current Status
Hyperscaler ASIC substitution accelerates…	Inference economics favor custom silicon + power constraints…	35	6-12	Public mix shift commentary or capex reallocation in earnings…	Watch
Blackwell ramp misses on CoWoS/yields	Packaging capacity shortfall	25	3-6	Delayed guidance or inventory build	Watch
Valuation multiple contraction	Growth <40% YoY or margin slip	40	Immediate on miss	Sub-50% growth print or margin <68%	Danger
China revenue fully curtailed	Escalated export controls	20	3-9	New BIS rules or license denials	Safe
Customer concentration triggers order cut…	One of four major customers reduces spend…	30	6-18	61%+ concentration + AR days extension	Watch

Biggest Risk. Extreme customer concentration (61% of revenue from four direct customers in a recent quarter) combined with hyperscaler ASIC acceleration represents the clearest path to thesis breakage. This is not offset by low debt (0.05 D/E) when the risk is structural loss of pricing power and growth.

Risk/Reward Synthesis. Probability-weighted scenarios (using DCF outputs) yield expected value below current price given only 24.1% Monte Carlo upside probability. Upside potential (bull $400) is not adequately compensating downside skew (bear $150, 5th percentile $40.04). Risk of permanent capital loss exceeds typical growth equity thresholds.

NVIDIA's financial dominance is undeniable (FY2026 revenue $215.94B, +65.5% YoY; net margin 55.6%), but we view the risk/reward as Bullish-to-neutral at $212 because the current multiple embeds unsustainable 43.6% perpetual growth amid rising competitive contestability from hyperscaler ASICs. This is Long for the Long-term thesis as customer concentration (61% from four buyers) makes any mix shift immediately impactful. We would turn Long only on clear evidence of sustained >50% growth with stable >68% gross margins into FY2028 or verifiable delays in major ASIC deployments; otherwise, position sizing should reflect the quantified 51% bear-case downside.

See management

See detailed supplier power (incl. TSMC) in Supply Chain tab

See catalysts

Anchoring Risk: Dominant anchor class: PLAUSIBLE (79% of leaves). High concentration on a single anchor type increases susceptibility to systematic bias.

TOTAL DEBT

$8.5B

LT: $8.5B, ST: —

NET DEBT

$-2.1B

Cash: $10.6B

INTEREST EXPENSE

$64M

Annual

DEBT/EBITDA

0.1x

Using operating income as proxy

INTEREST COVERAGE

2037.3x

OpInc / Interest

Component	Amount	% of Total
Long-Term Debt	$8.5B	100%
Cash & Equivalents	($10.6B)
Net Debt	$-2.1B

Total Debt Trend
Chart data available in source JSON.

fundamentals & operations

unit economics

Fundamentals overview. Revenue: $215.94B (FY2026) · Rev Growth: +65.5% (YoY) · Gross Margin: 71.1% (FY; 75.0% Q4).

Revenue

$215.94B

FY2026

Rev Growth

+65.5%

YoY

Gross Margin

71.1%

FY; 75.0% Q4

Op Margin

60.4%

FY2026

ROIC

70.3%

Elite vs peers

FCF Margin

47.4%

$102.35B FCF

Takeaway. NVIDIA delivered extraordinary scale in FY2026 with $215.94B revenue (+65.5% YoY) and 71.1% gross margin expanding to 75.0% in Q4, while FCF reached $102.35B (47.4% margin). The single most important non-obvious insight is the asset-light model enabling 70.3% ROIC and 47.4% FCF conversion at unprecedented revenue levels, far surpassing historical semiconductor norms and funding ecosystem investments without leverage.

Segment	Revenue ($B)	% of Total	YoY Growth	Notes
Compute & Networking (Data Center)	193.48	89.6%	+67%	Includes AI, networking; Q4 $62.3B (+75%)
Graphics (Gaming + ProViz)	22.46	10.4%	+57%	Gaming $16.04B (+41%); ProViz $3.19B (+70%)
Automotive	2.35	1.1%	+39%	Record quarterly trends
OEM & Other	0.62	0.3%	N/A	Residual
Total	215.94	100%	+65.5%	Record FY with strong sequential ramps

Top 3 Revenue Drivers

Metric	Contribution	Notes	Risk
Top 2 Customers (FY2026)	36%	Unnamed hyperscalers, primarily Compute & Networking…	HIGH - Order or in-sourcing risk
Top 4 Customers (Q3 FY2026)	61%	All in Compute & Networking	HIGH
U.S. Headquartered Customers	69.29% ($149.62B)	Up sharply YoY	MEDIUM - Geopolitical alignment
Taiwan	19.61% ($42.35B)	Manufacturing hub	MEDIUM
China	9.11% ($19.68B)	Down YoY due to export controls	HIGH - Regulatory

Region	Revenue ($B)	% of Total	YoY Trend	Currency/Other Risk
United States	149.62	69.29%	Sharply up	Low currency; high concentration
Taiwan	42.35	19.61%	Stable	Supply chain
China	19.68	9.11%	Down	Export controls; low single-digit contribution expected…
Other Americas	4.30	~2%	N/A	Low
Total International (ex-US)	66.32	30.71%	N/A	Geopolitical & FX exposure

Unit Economics & Cost Structure

Competitive Moat Assessment (Greenwald Framework)

Biggest Risk. Customer concentration risk is elevated, with two unnamed customers representing 36% of FY2026 revenue and four at 61% in Q3, all tied to Compute & Networking. Any shift toward in-sourcing custom silicon by hyperscalers or order moderation could disproportionately pressure results given the 89.6% Data Center weighting. Cite: 36% top-2 contribution from 10-K disclosures.

Growth Levers. Primary levers are continued AI infrastructure buildout (Data Center expected to sustain high-70s% gross margins) and Blackwell ramp across segments. ProViz (+70% YoY) and networking (142% growth) add breadth. Scalability is high given 47.4% FCF margin and low CapEx intensity; the model can support $300B+ revenue run-rate with proportional R&D. Quantified: Data Center added ~$78B incremental revenue in FY2026; similar momentum into FY2027 could add another $100B+ if inference/enterprise adoption accelerates.

NVIDIA's operations reflect a structural winner in AI with $215.94B revenue (+65.5% YoY), 71.1% gross margin, and 47.4% FCF conversion at scale — this is Long for the Long-term thesis as the CUDA moat and unit economics create self-reinforcing leadership. Valuation sensitivity exists if growth normalizes below 40%, but current metrics support sustained premium multiples. What would change our mind: sustained >10% sequential revenue decline or gross margin compression below 68% indicating pricing erosion or demand saturation. Overall, operations reinforce conviction in durable AI leadership.

See product & technology

See supply chain

See financial analysis

Revenue Trend
Chart data available in source JSON.

competitive position

moat vs. threats

Competitive Position: Blackwell dominance validated at 85-90% AI accelerator share · vs AMD MI300/MI400, Google TPUs, hyperscaler custom ASICs · DC Networking +199% YoY shows system-level moat widening · CUDA + Dynamo 1.0 inference lock-in.

Market Share (AI Data Center

85-90%

Dominant; stable-to-slight erosion risk from ASICs

# Direct Competitors

4-5

AMD, Broadcom (ASICs), hyperscaler customs (Google TPU, etc.)

Moat Score (1-10)

Position-based via CUDA ecosystem + scale

Contestability

Semi-Contestable

High barriers but multiple protected players emerging

Customer Captivity

Strong

Primarily via switching costs & search costs (CUDA)

Price War Risk

Med

Cooperation possible Long-term; ASIC pressure medium-term

Key Takeaway. Q1 FY27 confirms Blackwell is the fastest product ramp in NVIDIA history — Data Center $75.2B (+92% YoY) with networking +199% YoY shows system-level dominance beyond GPUs alone. AMD MI300/MI400 and Google TPUs remain credible in specific workloads, but CUDA ecosystem lock-in and Dynamo 1.0's 7x inference boost on Blackwell widen the moat. Custom ASICs from hyperscalers pose medium-term share erosion risk in inference, but NVDA's full-stack platform (silicon + networking + software) maintains 85-90% share with 74.9% gross margins.

Metric	NVIDIA	AMD	Broadcom (ASICs)	Hyperscaler Customs (Google/Amazon/Meta)
Revenue (FY2026 or equiv.)	$215.94B	~$30B (est. total)	~$10-12B AI	Internal, non-disclosed
Revenue Growth YoY	+65.5%	High single-digit AI	+100%+ AI	N/A (internal)
Gross Margin	71.1%	~49.5%	~67.9%	Higher (custom optimized)
Op Margin	60.4%	Lower	Strong AI	N/A
R&D / Revenue	8.6%	Higher %	Significant	Internal heavy
P/E	35.8	Higher	Elevated	N/A
Market Cap	$5.13T	~$300B range	~$1T+	N/A
AI Accelerator Market Share	85-90%	~7-10%	Growing in ASICs (~60% custom)	Growing in inference
Buyer Power	Moderate	N/A	N/A	High concentration among 4-5 hyperscalers; leverage via multi-sourcing and custom designs, but CUDA switching costs limit full displacement (months-years of code rewrite)

Market Contestability Assessment

Mechanism	Relevance	Strength	Evidence	Durability
Habit Formation	Moderate (recurring purchases in data centers)	Moderate	High-frequency AI training/inference cycles…	Medium (workload-dependent)
Switching Costs	High (ecosystem investments)	Strong	CUDA code base, NVLink, libraries; months-years to migrate…	High (organizational inertia)
Brand as Reputation	High (experience good in AI performance)	Strong	Proven track record in training LLMs; 4M+ CUDA developers…	High
Network Effects	Moderate-High (platform effects)	Strong	Developer ecosystem and partner integrations grow with adoption…	High
Search Costs	High (complex, customized AI stacks)	Strong	Evaluating alternatives requires extensive benchmarking and risk assessment…	High
Overall Captivity Strength	N/A	Strong	Weighted: Switching + Search + Brand dominate…	High (years)

Economies of Scale Assessment

Dimension	Assessment	Score (1-10)	Evidence	Durability (years)
Position-Based CA	Strong (captivity + scale)	9	CUDA switching costs + volume-driven cost edge…	5-10+
Capability-Based CA	Moderate (architecture expertise)	7	Learning curve in GPU design; partially portable…	3-5
Resource-Based CA	Moderate	6	Patents, TSMC relationships, goodwill $20.83B…	Variable (legal)
Overall CA Type	Primarily Position-Based	9	Demand + cost disadvantages for entrants…	High

Capability CA Conversion Test

Factor	Assessment	Evidence	Implication
Barriers to Entry	High	R&D scale, CUDA ecosystem, fab capacity…	Blocks external pressure; favors cooperation…
Industry Concentration	High	NVIDIA 85-90%; top players control majority…	Easier monitoring and punishment of defection…
Demand Elasticity / Captivity	Inelastic	High switching/search costs limit share steal…	Undercutting yields low gains
Price Transparency & Monitoring	Moderate	Large contracts; performance benchmarks public…	Coordination feasible but imperfect
Time Horizon	Long	Growing AI market; patient hyperscaler capex…	Favors sustained cooperation

Pricing as Communication

Market Position

Barriers to Entry

See TAM/SAM/SOM expansion in Market Size tab

Factor	Applies (Y/N)	Strength	Evidence	Implication
Many competing firms	Y	Medium	AMD ~7-10%, Broadcom ASICs, 4-5 hyperscalers…	Monitoring harder; mild destabilization
Attractive short-term gain from defection…	Partial	Medium	Elasticity higher in inference; ASICs target cost…	Some incentive but limited by captivity
Infrequent interactions	Y	High	Large multi-year hyperscaler contracts	Reduces repeated-game discipline
Shrinking market / short horizon	N	Low	AI market expanding rapidly	Favors long-term cooperation
Impatient players	Partial	Medium	Hyperscalers cost-focused but long capex cycles…	Moderate pressure on pricing
Overall Cooperation Stability Risk	N/A	Medium	Weighted: Balanced risks	Fragile equilibrium possible into 2027

Caution. High contestability elements and ASIC adoption could pressure the 71.1% gross margin if cooperation destabilizes; hyperscaler buyer power already evident in custom silicon shift.

Biggest Competitive Threat. Hyperscaler custom ASICs (led by Broadcom/Google) targeting inference workloads (projected 2/3 of compute), with potential NVIDIA inference share erosion to 20-30% by 2028. Attack vector is cost optimization and vertical integration; timeline 2026-2028. In semi-contestable market, this risks gradual barrier erosion without full displacement.

NVIDIA possesses a durable position-based CA (score 9/10) that justifies current elevated margins (55.6% net) and supports base DCF fair value of $280, but semi-contestability implies 10-20% share erosion risk by 2028 from ASICs—Long for terminal growth assumptions above 8.8% implied. Long on near-term scale conversion via CUDA. This is Long-to-slightly Long for the Long thesis at $212 price. What would change our mind: accelerated multi-homing by hyperscalers or quantifiable pricing compression in filings.

See product & technology

market size & tam

runway vs. penetration

Market Size & TAM overview. TAM (AI Accelerated Compute): $500B+ (2026 est. AI chip market; NVIDIA CEO data center opportunity view) · SAM (Data Center AI): ~$194B (NVIDIA FY2026 data center revenue as proxy for captured addressable) · SOM (NVIDIA Share): $215.94B (FY2026 total revenue; data center ~90%+).

TAM (AI Accelerated Compute)

$500B+

2026 est. AI chip market; NVIDIA CEO data center opportunity view

SAM (Data Center AI)

~$194B

NVIDIA FY2026 data center revenue as proxy for captured addressable

SOM (NVIDIA Share)

$215.94B

FY2026 total revenue; data center ~90%+

Market Growth Rate

65.5%

NVIDIA revenue YoY FY2026; AI chip CAGR est. 27-33%

Key Takeaway. NVIDIA's FY2026 revenue of $215.94B, with data center contributing approximately $193.7B (up 68% YoY), demonstrates that the company is already capturing a massive portion of the exploding AI infrastructure market, far outpacing historical semiconductor growth cycles.

Segment	Current Size (FY2026)	2028 Projected	CAGR	NVIDIA Share
AI Chip / Accelerated Compute	$500B (2026 est.)	$1T+	30%+	Dominant (80%+ in data center GPUs)
Data Center AI	$193.7B	$300B+	25-40%	~90% of NVIDIA revenue
Total Semiconductors	$775B (2024)	$1.6T	~13%	NVIDIA leading in AI subset
Inference / Edge / Robotics	Not disclosed	Significant expansion	High	Emerging runway
Gaming + Other	~$22B (est. residual)	Stable	Low single-digit	Minor diversification

Bottom-Up TAM Sizing Methodology

Penetration Analysis & Growth Runway

TAM Growth & NVIDIA Revenue Overlay
Chart data available in source JSON.

Biggest Risk. Evidence gaps on granular segment breakdowns (e.g., exact training vs. inference split) and forward TAM quantification mean projections rely on implied dominance from $193.7B data center revenue; any faster-than-expected shift to custom ASICs by hyperscalers could compress NVIDIA's share despite current 71.1% gross margins.

TAM Realism Check. While AI chip market estimates reach $500B+ in 2026 and $1T+ longer-term, the addressable portion convertible to NVIDIA revenue depends on sustained ecosystem lock-in (CUDA) and pricing power. Current $215.94B revenue already reflects massive capture, but saturation in core training or capex digestion pauses could limit runway below Long scenarios.

NVIDIA has already captured ~$194B of the data center AI opportunity in FY2026 alone, implying the effective TAM is being realized faster than many models assumed, with 65.5% revenue growth and 90%+ data center concentration. This is Long for the Long-term thesis as margins (71.1% gross, 60.4% operating) and FCF ($102B) fund expansion into inference/robotics without dilution pressure. What would change our mind: sustained deceleration below 30% growth or documented share loss below 70% in accelerators, signaling either saturation or competitive erosion. Overall, the data supports continued outperformance versus traditional semis.

See competitive position

product & technology

roadmap + software stack

Product & Technology overview. R&D Spend (FY2026): $18.50B (8.6% of $215.94B revenue) · R&D % Revenue: 8.6% (Supports AI accelerator leadership) · Products/Services Count: 5 Major Segments (Data Center dominant at ~90%).

R&D Spend (FY2026)

$18.50B

8.6% of $215.94B revenue

R&D % Revenue

8.6%

Supports AI accelerator leadership

Products/Services Count

5 Major Segments

Data Center dominant at ~90%

Patent Portfolio

18,658

Strong AI/GPU concentration

Key Takeaway. NVIDIA's product and technology engine delivered explosive scale in FY2026, with consolidated revenue reaching $215.94B (up 65.5% YoY) and Data Center segment driving the majority of growth through Blackwell platform adoption. The $18.50B R&D investment (8.6% of revenue) combined with 71.1% gross margin underscores efficient conversion of innovation spend into premium AI accelerator pricing power and operating leverage.

Product/Segment	Revenue Contribution (FY2026)	% of Total	Growth Rate (YoY)	Lifecycle Stage	Competitive Position
Data Center (AI Accelerators, Networking, DGX)	$193.7B	89.7%	+68%	Growth	Leader
Gaming & AI PC (GeForce RTX)	$16.0B	7.4%	+41%	Growth	Leader
Professional Visualization (RTX PRO, Omniverse)	$3.2B	1.5%	+70%	Growth	Leader
Automotive & Robotics (DRIVE, Omniverse)	~$2.35B	1.1%	+40% (est.)	Growth	Leader
OEM & Other	~$0.69B	0.3%	N/A	Mature	Niche
Total Consolidated	$215.94B	100%	+65.5%	Growth	Dominant

Core Technology Stack & Differentiation

R&D Pipeline & Upcoming Launches

Intellectual Property & Technology Moat

Caution. While Data Center segment achieved ~90% revenue share and 71.1% gross margins in FY2026, any material delay in Vera Rubin ramp or supply constraints during architecture transitions could pressure the operating leverage demonstrated by sequential gross profit growth from $26.67B in Q1 to higher levels later in the year.

Disruption Risk. Custom ASICs from hyperscalers (e.g., Google TPU, Amazon Trainium) and emerging open-source GPU/software alternatives could erode CUDA's dominance over 2-3 years if they achieve comparable performance at lower cost; estimated probability medium (~30-40%) absent continued NVIDIA ecosystem innovation.

NVIDIA's product-technology flywheel remains strongly Long for the investment thesis, with $18.50B R&D (8.6% of revenue) and a clear Rubin 2026 ramp supporting continued Data Center dominance and 60%+ operating margins. The full-stack moat (CUDA + NVLink + software) creates higher switching costs than pure hardware competitors. This view turns Bullish-to-neutral only if Vera Rubin fails to deliver announced performance-per-watt gains or if a major hyperscaler achieves >20% share shift to in-house silicon by end-2027.

See competitive position

R&D Spending Trend
Chart data available in source JSON.

supply chain

single points of failure

Supply Chain overview. Key Supplier Count: 8+ (Primary: TSMC (wafers/packaging), SK Hynix/Samsung/Micron (HBM), Hon Hai/Wistron/Fabrinet (assembly)) · Single-Source %: ~90%+ (Advanced nodes & CoWoS packaging via TSMC; HBM heavily skewed to SK Hynix) · Customer Concentration: 34% (Top-2 direct customers: 21% + 13% of 9M FY2026 revenue (Compute & Networking)).

Key Supplier Count

Primary: TSMC (wafers/packaging), SK Hynix/Samsung/Micron (HBM), Hon Hai/Wistron/Fabrinet (assembly)

Single-Source %

~90%+

Advanced nodes & CoWoS packaging via TSMC; HBM heavily skewed to SK Hynix

Customer Concentration

34%

Top-2 direct customers: 21% + 13% of 9M FY2026 revenue (Compute & Networking)

Lead Time Trend

Worsening

CoWoS & HBM capacity oversubscribed through mid-2026

Geographic Risk Score

High

Asia-Pacific concentration (Taiwan primary for advanced manufacturing)

Key Takeaway. NVIDIA scaled FY2026 revenue to $215.94B with Cost of Revenue at $62.48B and Gross Margin holding at 71.1% despite documented HBM price surges (30-70%) and CoWoS bottlenecks. The near-doubling of inventories to $21.403B (from $10.08B) signals proactive capacity securing via $50.3B Long-term commitments, but heavy reliance on a concentrated Asia-based supply base remains the dominant structural vulnerability.

Supplier	Component/Service	Revenue Dependency (%)	Substitution Difficulty	Risk Level	Signal
TSMC	Advanced wafers & CoWoS packaging	90%+	High	Critical	Neutral
SK Hynix	HBM memory (leading share)	~50-60% of HBM	Medium	High	Bullish
Samsung	Wafers & HBM	20-25% HBM	Medium	Medium	Neutral
Micron	HBM (growing)	~20% HBM	Medium	Medium	Bullish
Hon Hai (Foxconn)	Assembly & testing	Not quantified	Low	Low	Neutral
Wistron	Assembly & systems	Not quantified	Low	Low	Neutral
Fabrinet	Assembly & testing	Not quantified	Low	Low	Neutral
Amkor/SPIL	Packaging (U.S. expansion)	Emerging	High	Medium	Bullish

Customer	Revenue Contribution (%)	Contract Duration	Renewal Risk	Relationship Trend
Customer A (hyperscaler)	21% (9M FY2026)	Multi-year commitments	Low	Growing
Customer B (hyperscaler)	13% (9M FY2026)	Multi-year commitments	Low	Growing
Customer C	Significant AR (part of top-4 at 22%)	Not disclosed	Medium	Stable
Customer D	Significant AR (part of top-4 at 12-17%)	Not disclosed	Medium	Stable
Other direct customers	Balance (~66% aggregate)	Varies	Medium	Stable

Supply Concentration & Single Points of Failure

Geographic Risk Exposure

Component	% of COGS (est. for B200-class)	Trend	Key Risk
HBM Memory	~45%	Rising	Price surges 30-70%; capacity sold out
Advanced Packaging (CoWoS)	~17%	Rising	Oversubscribed; NVIDIA takes majority share…
Logic Wafer (TSMC)	<15%	Stable	Geopolitical/Taiwan exposure
Assembly & Test	Balance	Stable	Lower complexity but Asia concentration
Other (substrates, etc.)	Remaining	Rising	Component shortages

Biggest Caution. CoWoS packaging capacity remains the tightest bottleneck, oversubscribed through mid-2026 with NVIDIA consuming a dominant share. Combined with HBM concentration and Taiwan-centric advanced production, any geopolitical or capacity shortfall could constrain Blackwell/Rubin ramps and pressure the 71.1% gross margin resilience observed in FY2026 despite $62.48B Cost of Revenue.

Primary Vulnerability: TSMC CoWoS + SK Hynix HBM. Disruption probability elevated due to geopolitical risks in Taiwan and sold-out capacity; potential revenue impact in the tens of billions if multi-quarter delay occurs (tied to 89.72% Data Center revenue). Mitigation via U.S. expansion and commitments is multi-year (Arizona/Texas facilities ramping); near-term alternatives limited.

NVIDIA's supply chain concentration (TSMC ~90%+ advanced, CoWoS majority allocation, HBM skewed to SK Hynix) is a calculated moat that has enabled 65.5% revenue growth and 71.1% margins in FY2026, not a fatal flaw—$50.3B commitments and $102.3B FCF provide unmatched resilience versus peers. This is Long for the Long-term thesis as scale locks in priority access. What would change our mind: sustained >6-month CoWoS/HBM disruption or accelerated multi-foundry qualification (e.g., meaningful Intel/others share >10% by FY2028) materially slowing ramps below hyperscaler CapEx expectations.

catalyst map

forward calendar

Catalyst Map: Q2 FY27 guide $91B (+/-2%) · Blackwell fastest ramp in history · $80B buyback authorized · Dividend raised 25x ($0.01→$0.25/qtr) · NVIDIA Dynamo 1.0 (7x inference boost) · Q2 earnings ~Aug 2026.

Total Catalysts

Next 12 Months

Next Event Date

Aug 2026

Q2 FY2027 Earnings (est.)

Net Catalyst Score

+75

Long bias post-Q1 beat

Expected Price Impact Range

$15–$45

Per share, weighted avg.

Key Takeaway. NVIDIA's accelerated ~12-month product cadence from Blackwell to Blackwell Ultra to Vera Rubin creates recurring upgrade demand that underpins sustained hyper-growth, with FY2026 revenue already at $215.94B (+65.5% YoY) providing hard data foundation for multiple high-impact catalysts in the next four quarters.

Date	Event	Category	Impact	Probability (%)	Directional Signal
May 20, 2026	Q1 FY2027 Earnings	Earnings	High	95	Bullish
Jun 2026 (est.)	Blackwell Ultra Ramp Update	Product	High	80	Bullish
Aug 26, 2026 (est.)	Q2 FY2027 Earnings	Earnings	High	90	Bullish
H2 2026	Vera Rubin Production Shipments	Product	High	75	Bullish
Nov 2026 (est.)	Q3 FY2027 Earnings	Earnings	High	85	Bullish
2026 Ongoing	Sovereign AI & Enterprise Inference Demand…	Macro	Medium	70	Bullish
Feb 2027 (est.)	Q4 FY2027 Earnings	Earnings	High	80	Bullish
H1 2027	Potential Export Control Updates (China)	Regulatory	Medium	60	Bearish
2026-2027	Hyperscaler ASIC Competition Acceleration…	M&A/Product	Medium	50	Neutral
Mar 2026 (recent)	GTC 2026 Rubin Platform Details	Product	High	90	Bullish

Quarter	Event	Category	Expected Impact ($/share)	Bull Outcome	Bear Outcome
Q2 2026	Q1 FY27 Earnings + Blackwell Update	Earnings/Product	+$12	Revenue >$78B guidance beat	Miss on margin pressure
Q3 2026	Blackwell Ultra Ramp	Product	+$18	30-40% perf uplift confirmed	Supply delays
Q4 2026	Vera Rubin Initial Shipments	Product	+$25	H2 2026 revenue acceleration	Delayed to 2027
Q1 2027	Q4 FY27 Earnings	Earnings	+$15	Sustained 60%+ op margin	Growth digestion pause

Top 3 Catalysts by Probability × Impact

Quarterly Outlook: Next 1-2 Quarters

Date	Quarter	Consensus EPS	Consensus Revenue	Key Watch Items
May 20, 2026	Q1 FY2027	$1.75	~$78B	Blackwell ramp, China revenue exclusion
Aug 26, 2026 (est.)	Q2 FY2027	~$1.90	~$86B	Blackwell Ultra progress, margins
Nov 2026 (est.)	Q3 FY2027	~$2.10	~$92B	Inference demand inflection
Feb 2027 (est.)	Q4 FY2027	~$2.30	~$98B	Vera Rubin early revenue

Value Trap Test: Catalyst Reality Check

Caution. Regulatory risk from potential tightening of export controls on China remains the primary near-term watch item, though already partially priced in via guidance excluding China revenue. FY2026 data center strength provides buffer, but any escalation could trim 5-10% of expected growth.

Highest-Risk Catalyst. Delayed Vera Rubin shipments beyond H2 2026 (Probability ~25%). Downside magnitude: ~$20-30/share if growth slows materially, pushing price toward DCF bear scenario $150. Contingency: Monitor GTC updates and Q2 earnings for shipment milestones.

We see sustained 50%+ revenue growth into FY2027 driven by product cadence and inference tailwinds, contrasting market fears of digestion pause—this is Long for the Long-term thesis with conviction 48/100. Specific claim: Vera Rubin + Blackwell Ultra visibility supports at least another $100B+ incremental revenue run-rate by end-2027. What would change our mind: Sequential revenue growth falling below 10% in two consecutive quarters or gross margin compression below 65% without clear recovery path.

street expectations

consensus vs. framework

Street consensus: Buy — 48 Buy, 3 Strong Buy, 3 Hold, 0 Sell (54 analysts). Average target ~$305 (range $140-$500). Key targets: Baird $500, Tigress $425, Goldman $285, Deutsche Bank ($255). Spot at $212 implies +43.9% to consensus.

Current Price

$212

May 28, 2026

Market Cap

$5.13T

DCF Fair Value

$280

+32.1% vs current

vs Current

+43.9%

DCF implied

Consensus Target

$305

54 analysts; 48 Buy / 3 Strong Buy / 3 Hold / 0 Sell

Our Target

$305

Base case aligned with consensus

Top Bull Targets

$500 / $425

Baird / Tigress

Takeaway. Street's $305 average target embeds sustained AI infrastructure demand and operating leverage near fiscal 2026 levels (71.1% gross margin, 60.4% operating margin), yet contrasts sharply with our $280 DCF that uses a conservative 14.9% WACC and 4% terminal growth—highlighting how market pricing assumes 43.6% perpetual growth from reverse DCF calibration.

Consensus vs. Our Thesis

Metric	Street Consensus	Our Estimate	Diff %	Key Driver of Difference
FY2027 Revenue	~$370B	$300B-$340B range	-8% to -18%	Conservative moderation from 65.5% YoY; competition/ASIC risk…
FY2027 EPS (diluted)	~$8.30	$6.50-$7.50	-10% to -22%	Margin sustainability at 71.1% gross vs. potential compression…
Gross Margin	~70-72%	68-70%	-2% pts	Mix shift to networking/Blackwell; R&D intensity at 8.6%
Operating Margin	~58-60%	55-58%	-2% pts	Operating leverage persists but SG&A/R&D scale slower…
FCF Margin	~45%	45-48%	Flat	CapEx trends modest relative to $102.35B FCF…

Year	Revenue Est	EPS Est	Growth %
FY2026 (Actual)	$215.94B	$4.90	+65.5% Rev / +66.7% EPS
FY2027 (Street)	~$370B	~$8.30	~71% Rev / ~69% EPS
FY2028 (Street)	~$474B	~$11.01	~28% Rev / ~33% EPS
FY2027 (Our Base)	$320B	$7.00	~48% Rev / ~43% EPS
FY2028 (Our Base)	$400B	$8.80	~25% Rev / ~26% EPS

Firm	Analyst	Rating	Price Target	Date of Last Update
Rosenblatt Securities	Kevin Cassidy	Buy	$325	Mar 18, 2026
Tigress Financial	N/A	Buy	$360	Mar 5, 2026
Wolfe Research	N/A	Outperform	$275	Recent
Bank of America	Vivek Arya	Buy	$300	Recent (post Q4)
Truist	N/A	Buy	$287	Recent
Cantor Fitzgerald	C.J. Muse	Overweight	N/A	Mar 23, 2026

Revision Trends

Caution. Street consensus embeds ~22% Long-term earnings growth and high-teens to low-20s revenue growth into FY2027+, yet the implied 43.6% perpetual growth from reverse DCF at current pricing leaves limited margin of safety if Blackwell ramp or AI inference adoption moderates—especially given fiscal 2026's already exceptional 65.5% YoY revenue surge and 55.6% net margin.

Consensus Risk. Street would be right—and our more conservative view wrong—if AI infrastructure spending accelerates beyond current visibility, margins hold above 70% gross with minimal competitive share loss to AMD or custom ASICs, and NVIDIA delivers $1T+ cumulative revenue through 2027 as some bulls project. Evidence confirming this: continued quarterly beats on guidance, sustained 60%+ operating margins, and further upward estimate revisions without multiple compression.

We project more moderated growth with FY2027 revenue at $300B-$340B and EPS $6.50-$7.50 versus Street's higher figures, reflecting prudent assumptions on competition and mix. This is Long relative to current pricing but Bullish-to-neutral on Long-term fundamentals given NVIDIA's fortress balance sheet (0.05 debt-to-equity, 47.4% FCF margin) and moat. What would change our mind: faster-than-expected inference ramp or export relief driving sustained 40%+ growth with margin expansion, pushing our intrinsic value above $280.

See variant perception & thesis

See Fundamentals

Metric	Current
P/E	36.5
P/S	20.1
FCF Yield	2.4%

Our Quantitative View

earnings scorecard

execution quality

Q1 FY27 Scorecard: Revenue $81.6B (+85% YoY, beat) · EPS $2.39 (+214% YoY) · Data Center $75.2B (+92%) · Gross margin 74.9% (vs 60.5% YoY) · DC Networking +199% YoY · Q2 guide $91B (+/-2%).

Beat Rate (EPS)

7/8

Last 8 quarters

Avg EPS Surprise

+10%+

Continued beat streak

TTM EPS (Diluted)

$6.53

TTM as of May 2026

Latest Q EPS (Non-GAAP)

$2.39

Q1 FY27 GAAP diluted EPS

Period	EPS	YoY Change	Sequential
2022-07	$0.26
2022-10	$0.27		+3.8%
2023-04	$0.82		+203.7%
2023-07	$2.48		+202.4%
2023-10	$3.71	+1326.9%	+49.6%
2024-04	$5.98	+2114.8%	+61.2%
2024-07	$0.67	-18.3%	-88.8%
2024-10	$0.78	-68.5%	+16.4%
2025-04	$0.76	-79.5%	-2.6%
2025-07	$1.08	-81.9%	+42.1%
2025-10	$1.30	+94.0%	+20.4%

Takeaway. NVIDIA has delivered consistent and substantial earnings beats over the past eight quarters, with an average EPS surprise of +9.8% alongside strong revenue outperformance averaging +8.9%. This track record, combined with sequential revenue acceleration through FY2026 (Q1 $44.06B → Q4 $68.13B), underscores exceptional demand visibility in AI infrastructure and pricing power that has sustained high gross margins near 71-75%.

Quarter	EPS Est (Adj)	EPS Actual (Adj)	Surprise %	Revenue Est	Revenue Actual	Stock Move Post-Earnings
Q4 FY2026 (Jan 2026)	$4.90	$4.90	+5.9%	$65.9-66.2B	$280.9B	+0.5% to +3% AH (muted)
Q3 FY2026 (Oct 2025)	$4.90	$4.90	+23.8%	$280.9B	$280.9B	Positive (beat & raise)
Q2 FY2026 (Jul 2025)	$4.90	$4.90	+4.0%	$280.9B	$280.9B	Positive
Q1 FY2026 (Apr 2025)	$4.90	$4.90	0% (in-line adj)	~$42-44B	$280.9B	Positive
Q4 FY2025	$2.94	$2.94	+0% to low single-digit	N/A	$130.5B	Positive

Quarter	Guidance (Midpoint)	Actual	Within Range (Y/N)	Error %
Q4 FY2026	$65.0B (±2%)	$68.13B	Y (beat upper)	+4.8%
Q3 FY2026	$54B (±2%)	$57.01B	Y (beat upper)	+5.6%
Q2 FY2026	~$46B range	$46.74B	Y	Slight beat
Q1 FY2026	Implied ~$42-44B	$44.06B	Y	In-line to beat
Q1 FY2027 (issued)	$78.0B (±2%)	Pending	N/A	Above prior consensus ~$72.6B

Metric	Value
Revenue	$215.94B
Revenue	$153.46B
Net income	71.1%
Net income	$120.07B
Net income	55.6%
Net margin	$102.35B
Pe	60.4%

Earnings Quality Assessment

Estimate Revision Trends

Management Credibility

Next Quarter Preview (Q1 FY2027)

Biggest Caution. Elevated market expectations have led to muted stock reactions despite large beats (e.g., Q4 FY2026 revenue +$2-3B above estimates yet limited post-earnings move). A specific risk is any sequential revenue moderation below the guided trajectory or gross margin compression below 70%, which could trigger de-rating given the current P/E of 35.8 and implied growth embedded in the $212 share price.

Earnings Risk. Primary risk to a miss centers on Data Center revenue falling Long of the high bar set by $78B Q1 guidance (threshold: < $76B would likely disappoint). This could stem from supply constraints, delayed Blackwell adoption, or hyperscaler spend pauses. Likely market reaction: -5% to -10% on any perceived slowdown, given the premium valuation and history of rewarding consistent beats.

NVIDIA's earnings track record of 7/8 beats with +9.8% average EPS surprise and consistent guidance raises positions the company for another strong fiscal 2027, with our base scenario assuming sustained 50%+ YoY revenue growth into the $300B+ annualized run-rate. This is Long for the Long-term thesis given the unmatched AI moat, elite margins (71.1% gross), and cash generation ($102B FCF). What would change our mind: a material gross margin contraction below 68% or failure to deliver at least 10% sequential growth in 2+ consecutive quarters, signaling peak cycle or competitive share loss.

See financial analysis

See street expectations

EPS Trend (Annual)
Chart data available in source JSON.

LATEST EPS

$1.30

Q ending 2025-10

AVG EPS (8Q)

$2.09

Last 8 quarters

EPS CHANGE

$4.90

vs year-ago quarter

TTM EPS

$3.92

Trailing 4 quarters

Quarter	EPS (Diluted)	Revenue	Net Income
Q3 2023	$2.48	$13.5B	$6.2B
Q4 2023	$3.71	$18.1B	$9.2B
Q2 2024	$5.98	$26.0B	$14.9B
Q3 2024	$0.67	$30.0B	$16.6B
Q4 2024	$0.78	$35.1B	$19.3B
Q2 2025	$0.76	$44.1B	$18.8B
Q3 2025	$1.08	$46.7B	$26.4B
Q4 2025	$1.30	$57.0B	$31.9B

alternative data

outside-in confirmation

Signals overview. Overall Signal Score: 82/100 (Strong Long tilt from financials + alt data) · Long Signals: 7 (vs 2 bearish) · Bearish Signals: 2 (Margin sustainability, valuation stretch).

Overall Signal Score

48/100

Strong Long tilt from financials + alt data

Bullish Signals

vs 2 bearish

Bearish Signals

Margin sustainability, valuation stretch

Data Freshness

May 28, 2026

Live price + FY2026 audited (ended Jan 2026)

Key Takeaway. NVIDIA's FY2026 results delivered explosive scale with revenue of $215.94B (+65.5% YoY) and net income of $120.07B (net margin 55.6%), corroborated by strong alternative data trends in hiring and sentiment. The most non-obvious signal is the near-perfect cash conversion (FCF $102.346B, 47.4% margin) at this scale, which funds both R&D ($18.50B) and share reduction (24.30B outstanding) while maintaining a fortress balance sheet (Debt/Equity 0.05).

Category	Signal	Reading	Trend	Implication
Financial Momentum	Revenue Acceleration	$215.94B FY2026 (+65.5% YoY)	Strong	Bullish — AI demand pull evident in sequential quarterly ramp…
Profitability	Margin Expansion	Gross 71.1%, Op 60.4%, Net 55.6%	Positive	Bullish — software-like economics persisting…
Capital Efficiency	Cash Generation	FCF $102.346B (47.4% margin)	Stable	Bullish — self-funding model at hyperscale…
Balance Sheet	Leverage & Liquidity	Debt/Equity 0.05, Current Ratio 3.91	Stable	Bullish — resilience to capex pauses
Shareholder Returns	Buybacks	Shares down to 24.30B	Positive	Bullish — accretive to EPS (+66.7% YoY)
Valuation	Multiples	PE 35.8, PS 19.7	Elevated	Neutral/Caution — implies 43.6% growth
Alternative Data	Hiring Activity	~2,395–3,000 open positions	Moderating but elevated	Bullish — signals continued AI investment…
Sentiment	Analyst Consensus	Strong Buy, avg target ~$276	Positive	Bullish — institutional tailwinds

Alternative Data Signals

Retail & Institutional Sentiment

Biggest Caution. While FY2026 delivered exceptional margins (gross 71.1%, net 55.6%) and cash flow ($102.346B FCF), the DCF base fair value of $280 versus current price $212, combined with Monte Carlo P(Upside) of only 24.1%, signals that current valuation leaves limited room for disappointment if AI capex moderates or gross margins compress from peak Q3 levels. Export restrictions and rising competition remain key risks not fully quantified in the snapshot.

Aggregate Picture. Signals strongly favor continued NVIDIA dominance in AI accelerators, with financial metrics (revenue $215.94B, FCF margin 47.4%, low leverage) corroborated by elevated hiring, robust patent output, and Long analyst/institutional sentiment. The synthesis points to execution strength at unprecedented scale, though stretched valuation metrics (PS 19.7, EV/EBITDA 32.0) require sustained 40%+ growth to justify.

NVIDIA's FY2026 results confirm outlier economics with 55.6% net margin and 47.4% FCF margin at $215.94B scale — a claim few peers can match — making the stock a core Long in the AI infrastructure theme (Long for our thesis). This view assumes continued CUDA moat and AI demand without major digestion; what would change our mind is clear evidence of gross margin compression below 65% or sequential revenue deceleration in upcoming quarters, shifting us toward Long. Current price embeds aggressive growth, but balance sheet strength and cash machine profile provide downside cushion versus historical semiconductor cycles.

See variant perception & thesis

PIOTROSKI F

5/9

Moderate

ALTMAN Z

5.57

Safe

BENEISH M

-1.46

Flag

Criterion	Result	Status
Positive Net Income	✓	Pass
Positive Operating Cash Flow	✗	Fail
ROA Improving	✓	Pass
Cash Flow > Net Income (Accruals)	✗	Fail
Declining Long-Term Debt	✗	Fail
Improving Current Ratio	✗	Fail
No Dilution	✓	Pass
Improving Gross Margin	✓	Pass
Improving Asset Turnover	✓	Pass

Component	Value
Working Capital / Assets (×1.2)	0.452
Retained Earnings / Assets (×1.4)	0.000
EBIT / Assets (×3.3)	0.630
Equity / Liabilities (×0.6)	3.177
Revenue / Assets (×1.0)	1.044
Z-Score	5.57

Component	Value	Assessment
M-Score	-1.46	Likely Manipulator
Threshold	-1.78	Above = likely manipulation

This warrants closer scrutiny of accounting quality.

historical analogies & timeline

base rates

NVIDIA's trajectory from a 1993 graphics startup to the $5.13T AI infrastructure leader echoes pivotal tech platform shifts. Explosive FY2026 revenue of $215.94B (+65.5% YoY) and 55.6% net margins highlight a hypergrowth phase driven by CUDA-enabled data center dominance, inviting direct parallels to infrastructure buildouts in prior cycles while underscoring unique software-hardware lock-in.

FY2026 REVENUE

$215.94B

+65.5% YoY

NET MARGIN

55.6%

vs peers ~20-40%

FCF MARGIN

47.4%

robust cash conversion

DEBT/EQUITY

0.05

fortress balance sheet

EPS GROWTH

+4.9%

to $4.90 diluted

ROIC

70.3%

capital efficiency peak

Analog Company	Era/Event	The Parallel	What Happened Next	Implication for NVDA
Cisco Systems	1995-2000 Internet Buildout	Dominant provider of routers/switches for internet infrastructure; revenue +498%, stock +3,278% amid capex surge…	Post-2000 bust: revenue growth normalized, stock fell ~83% as multiples compressed from 200x+ P/E…	AI data center spend mirrors internet capex; current P/S 19.7 and implied 43.6% perpetual growth embed similar exuberance—watch for normalization…
Intel	1990s-2000s PC/CPU Dominance	x86 architecture lock-in with high margins; ecosystem (tools, software) created moat during PC boom…	Market share erosion to AMD/ARM; slower innovation led to multi-year underperformance…	CUDA software platform provides stronger stickiness than Intel's ISA; sustained 80%+ AI GPU share critical to avoid similar fade…
NVIDIA (own 2006-2016 pivot)	CUDA Launch & AI Inflection	Shift from gaming GPUs to programmable parallel computing; early AI adoption via Tesla/Volta…	Enabled data center revenue acceleration; market cap recovery and compounding post-2016…	Current Blackwell/Rubin transition extends this playbook; FY2026 $153.46B gross profit shows continued execution…
Cisco (late 1990s)	Peak Infrastructure Valuations	EV/EBITDA expansion on 'picks and shovels' narrative; FCF margins >40% at scale…	Demand visibility overstated; post-bubble ROIC declined sharply…	NVDA's 70.3% ROIC and 47.4% FCF margin at $215.94B revenue suggest analogous peak-cycle positioning…

Industry Cycle Positioning

Recurring Historical Patterns

Core Takeaway. NVIDIA's FY2026 performance—$215.94B revenue (+65.5% YoY), 55.6% net margin, and 47.4% FCF margin—demonstrates software-like economics on hardware scale, a non-obvious outcome of two decades of CUDA investment that few historical infrastructure plays achieved at this magnitude.

Cycle Normalization Risk. Analogous to Cisco post-2000, where revenue visibility proved overstated amid capex pauses, NVIDIA's implied 43.6% perpetual growth (reverse DCF) leaves limited room for AI spend deceleration; gross margin compression to 71.1% already signals early mix pressures.

Key Lesson. Cisco's 1999-2000 peak delivered massive shareholder returns but was followed by an 83% drawdown as multiples normalized; for NVIDIA, sustaining 30%+ revenue growth through 2028-2030 via inference/agentic AI would validate current $212 pricing, while any material share loss below 80% in accelerators could trigger re-rating similar to Intel's post-dominance era.

NVIDIA is executing a rarer, more durable platform shift than Cisco's pure hardware infrastructure play, with CUDA creating switching costs that supported 65.5% revenue growth and 70.3% ROIC into FY2026—this is Long for the Long-term thesis as it extends the acceleration phase beyond typical cycle lengths. However, at a $5.13T market cap embedding aggressive expectations, we see 20-30% downside risk if AI capex growth slows to mid-teens. Conviction remains high (~75/100) provided data center momentum continues; a clear signal to reassess would be sequential revenue deceleration combined with gross margin falling below 68%.

See fundamentals

management & leadership

execution + key-person risk

Management & Leadership overview. Management Score: 4.7/5 (Exceptional execution in FY2026 hyper-growth) · Insider Ownership %: 3.62% (Primarily via CEO Huang ~880M shares) · CEO Tenure: 32.9 years (Founder-CEO since 1993).

Management Score

4.7/5

Exceptional execution in FY2026 hyper-growth

Insider Ownership %

3.62%

Primarily via CEO Huang ~880M shares

CEO Tenure

32.9 years

Founder-CEO since 1993

Compensation Alignment

High

Pay-for-performance tied to revenue & TSR

Non-obvious takeaway. NVIDIA's flat organizational structure with CEO Jensen Huang overseeing 36 direct reports (reduced from 55) combined with disciplined SG&A at only 2.1% of $215.94B FY2026 revenue enabled unmatched agility and 60.4% operating margin—far exceeding semiconductor peers—while maintaining conservative Debt to Equity of 0.05.

Metric	Value
Revenue	$215.94B
Net income	$120.07B
EPS	$4.90
R&D	$18.50B
Revenue	$20.83B

Leadership Assessment

Name	Title	Tenure	Background	Key Achievement
Jensen Huang	Founder, President & CEO	32.9 years	Co-founder since 1993	Led FY2026 revenue to $215.94B with 71.1% gross margin…
Colette Kress	EVP & CFO	12.5 years	Finance executive	Oversaw balance sheet strength: equity to $157.29B, Debt/Equity 0.05…
Debora Shoquist	EVP Operations	17.2 years	Operations leadership	Supported scaling of high-margin data center business…
Ajay Puri	EVP Worldwide Field Operations	~10+ years	Sales & field	Drove hyperscaler adoption amid 65.5% revenue growth…
Chris Malachowsky	Founder & NVIDIA Fellow	32+ years	Co-founder	Architectural contributions to GPU leadership…

Governance Structure

Compensation Alignment

Dimension	Score (1-5)	Evidence Summary
Capital Allocation	5	Stable debt $8.47B, equity growth to $157.29B, FCF $102.35B (47.4% margin), share count stable at 24.30B; goodwill up to $20.83B for AI bolt-ons…
Communication	4	Consistent guidance delivery amid 65.5% revenue growth; transparent on AI/data center momentum in filings and earnings…
Insider Alignment	5	CEO ownership ~3.62% (~880M shares); routine 10b5-1 sales but no net selling pressure; high skin in the game…
Track Record	5	Delivered $215.94B rev, $120.07B NI, +66.7% EPS growth in FY2026 vs. promises of AI leadership; ROE 76.3%, ROIC 70.3%
Strategic Vision	5	Clear focus on CUDA/GPU ecosystem + AI infrastructure; R&D $18.50B (8.6% rev); adaptability shown in data center pivot…
Operational Execution	5	Gross margin 71.1%, op. margin 60.4%, net margin 55.6%; cost discipline with SG&A 2.1%; sequential rev growth Q1 $44.06B to Q3 $57.01B…
Overall Weighted Score	4.8	Elite management driving sustainable moat expansion…

Insider Activity & Ownership

Key Caution. Founder-CEO concentration risk with Jensen Huang (age ~63) central to the flat structure and decision-making; no detailed succession plan disclosed in filings despite 32.9-year tenure and reported 36 direct reports.

Succession Assessment. Elevated key-person risk due to Huang's Long tenure and role in maintaining agile, engineering-heavy org (36 direct reports). Filings show no formal transition disclosures. Strong bench of Long-tenured EVPs (e.g., Shoquist 17+ years) provides some depth, but any abrupt change could disrupt the proven model that delivered 76.3% ROE.

NVIDIA management scores elite 4.8/5, with proven capital allocation (FCF $102.35B, Debt/Equity 0.05) and execution that produced 55.6% net margin—Long for the Long-term AI moat thesis. This is strongly Long as it underpins our base DCF fair value assumptions. What would change our mind: material slowdown in R&D productivity or unexplained acceleration in insider sales beyond 10b5-1 plans signaling reduced confidence.

macro sensitivity

rates, fx, energy

Macro Sensitivity overview. Rate Sensitivity: High (High beta 1.95 & WACC 14.9%; valuation sensitive to discount rate) · FX Exposure % Revenue: Low (Primarily USD functional; ~30% non-US revenue with limited translational risk) · Commodity Exposure Level: Med (Indirect via TSMC wafer & HBM; <5% COGS direct estimate).

Rate Sensitivity

High

High beta 1.95 & WACC 14.9%; valuation sensitive to discount rate

FX Exposure % Revenue

Low

Primarily USD functional; ~30% non-US revenue with limited translational risk

Commodity Exposure Level

Med

Indirect via TSMC wafer & HBM; <5% COGS direct estimate

Trade Policy Risk

High

China ~9.11% revenue; ongoing export controls & potential tariffs

Equity Risk Premium

5.5%

Embedded in 14.9% WACC; modest rise would compress multiples

Cycle Phase

Late Expansion

ISM Mfg ~52.6 (expansionary); elevated VIX & sticky inflation

Key Takeaway. NVIDIA's fortress balance sheet (Debt/Equity 0.05) and asset-light model insulate it from direct borrowing costs, yet its 1.95 beta and premium valuation (P/E 35.8) make the stock highly sensitive to any macro-driven rise in discount rates or risk premia that could compress AI growth multiples.

Interest Rate Sensitivity

Region	Revenue %	Primary Currency	Hedging Strategy	Net Unhedged Exposure	Est. Impact of 10% USD Move
United States	69.29%	USD	N/A (functional currency)	Minimal	Negligible
Taiwan	19.61%	TWD / USD	Partial (natural)	Moderate	~1-2% revenue
China	9.11%	CNY / USD	Partial (natural + financial)	Elevated due to controls	~0.9% revenue
Other Americas	1.99%	Various	None disclosed	Low	<0.2% revenue
Singapore / Other	~0% explicit	Various	Partial	Low	Negligible

Commodity Exposure

Trade Policy & Tariff Risk

Demand Sensitivity to Macro Indicators

Indicator	Current Value	Historical Avg	Signal	Impact on NVDA
VIX	~20-29	~18-20	Elevated (am)	Higher volatility amplifies beta 1.95 moves…
ISM Manufacturing	~52.6	50	Expansionary (gn)	Supports capex environment
Fed Funds Rate	3.50-3.75%	~2% long-term	Neutral-Higher (am)	Stabilization limits WACC pressure
CPI YoY	~2.4-2.7%	2% target	Sticky (am)	Risk of delayed cuts compresses multiples…
Yield Curve	Steepening	Flat/inverted	Normalization (gn)	Positive for growth financing
Credit Spreads	Tight	Wider in stress	Benign (gn)	Supports hyperscaler borrowing

Biggest Caution. With implied terminal growth of 8.8% and market pricing in 43.6% near-term growth versus DCF base of $280 (vs. current $212), any macro-driven slowdown in hyperscaler AI capex or rise in equity risk premium poses acute downside risk to the premium valuation.

Macro Verdict. NVIDIA is a net beneficiary of the current late-expansion environment with strong corporate risk appetite for AI infrastructure. It would suffer most in a stagflation scenario combining higher rates, sticky inflation, and capex pauses—potentially compressing multiples faster than growth decelerates given the 1.95 beta.

While FY2026 metrics (revenue $215.94B, FCF margin 47.4%) underscore AI dominance, the Monte Carlo simulation's low 24.1% P(Upside) from current levels signals that macro sensitivity is under-appreciated. We view the setup as Long-to-cautious for the thesis: a 100bp WACC increase could shave ~20% off fair value. This would turn bearish if China revenue falls below 5% sustained or ISM manufacturing dips below 50; Long if rates ease and hyperscaler capex exceeds $600B in 2027.

See Financial Analysis

quantitative profile

factor + mean reversion

Quantitative Profile overview. Momentum Score: High (Top-decile growth; revenue +65.5% YoY) · Value Score: Low (P/E 32.5x, P/S 19.7x embed 43.6% implied growth) · Quality Score: Elite (Gross margin 71.1%, ROE 76.3%, FCF margin 47.4%).

Momentum Score

High

Top-decile growth; revenue +65.5% YoY

Value Score

Low

P/E 32.5x, P/S 19.7x embed 43.6% implied growth

Quality Score

Elite

Gross margin 71.1%, ROE 76.3%, FCF margin 47.4%

Annualized Volatility

39.41%

vs universe; recent 1-mo ~10.5%

Beta

1.70

Raw regression 2.08; elevated market sensitivity

Sharpe Ratio

0.82

Long-term historical (1999-2026)

Factor	Score	Percentile vs Universe	Trend
Momentum	High (Z~2.0+)	>90th	Improving
Value	Low	<10th	Deteriorating
Quality	Elite	>95th	Stable
Size	Mega	>99th	Stable
Volatility	High	60-70th	Improving
Growth	Exceptional	>95th	Improving

Start Date	End Date	Peak-to-Trough %	Recovery Days	Catalyst
Nov 30, 2021	Oct 14, 2022	-66.34%	153	Macro tightening & tech re-rating
Oct 2, 2018	Dec 24, 2018	-56.04%	287	Crypto winter & inventory correction
Jan 4, 2002	Oct 9, 2002	-89.72%	1032	Dot-com bust aftermath
Oct 18, 2007	Nov 20, 2008	-85.08%	1861	Global financial crisis
Feb/Mar 2020	Mar/Apr 2020	-37.6%	~100	COVID-19 pandemic shock
2022 Inflation Shock		-66.4%	223	Rate hikes & growth de-rating

Liquidity Profile

Asset	1yr Correlation	3yr Correlation	Rolling 90d Current	Interpretation
SPY	0.65	0.62	0.68	Moderate; beta-driven
QQQ	0.85	0.82	0.71	High; tech/AI proxy
SOXX (Semis)	0.78	0.75	0.80	Strong sector linkage
AMD	0.72	0.68	0.65	Peer correlation with divergence potential…
TSM	0.55	0.60	0.58	Supply-chain tie but lower
ASML	0.60	0.58	0.62	Equipment exposure

Technical Profile

Factor Exposure Radar
Chart data available in source JSON.

Key Takeaway. NVIDIA's quant profile is defined by elite quality and momentum (gross margin 71.1%, revenue +65.5% YoY, ROE 76.3%) yet trades at a premium valuation (P/E 32.5x, base DCF fair value $280) that embeds aggressive 43.6% implied Long-term growth—highlighting tension between realized fundamentals and market expectations.

Primary Risk. Elevated beta (1.95) and historical drawdowns exceeding -66% (e.g., 2021-2022) combined with Monte Carlo 5th percentile scenario near $150 signals material downside if AI demand moderates or growth falls below the 43.6% implied rate.

Quant Verdict. The profile strongly supports a high-conviction growth thesis through quality metrics and cash generation but contradicts near-term timing for new longs due to stretched valuation versus DCF outputs ($280 base) and technical weakness (price below key MAs, negative MACD). Positioning favors existing holders with tight risk management.

NVDA's FY2026 results ($215.94B revenue, 71.1% gross margin, $102.346B FCF) confirm an AI infrastructure monopoly with software-like economics, yet the $212 price implies ~43.6% perpetual growth—well above sustainable levels given hyperscaler capex cycles. This is mildly Long for incremental positioning as any sequential deceleration would trigger derating toward the $280 DCF base. Conviction in the moat remains high, but we would turn more constructive below $130 or on evidence of margin/ growth re-acceleration beyond current filings. What would change our mind: confirmed multi-year AI capex visibility pushing implied growth sustainably above 40% without valuation expansion.

See Fundamentals

options & derivatives

sentiment gauge

Options & Derivatives overview. 30-Day IV: 34.91% (vs ~42% 52-wk avg (low rank ~11%)) · IV Rank: 11% (subdued volatility pricing) · Put/Call Ratio (Vol): 0.78 (Bullish-to-neutral sentiment).

30-Day IV

34.91%

vs ~42% 52-wk avg (low rank ~11%)

IV Rank

11%

subdued volatility pricing

Put/Call Ratio (Vol)

0.78

Bullish-to-neutral sentiment

Short Interest

1.07%

of float; 248.34M shares

Days to Cover

1.3

low squeeze risk

Takeaway. NVDA's derivatives market reflects subdued risk pricing with 30-day IV at 34.91% (near the low end of its historical range) despite the stock trading at $212 and a $5.13T market cap. The put/call volume ratio of 0.78 alongside low Short interest of 1.07% signals that options participants are not aggressively hedging downside even as the company scales to $215.94B FY2026 revenue and $120.07B net income.

Expiry	IV (%)	IV Change (1wk)	Skew (25Δ Put - 25Δ Call)
Mar 25 2026 (w)	36.4	-0.8	0.4
Apr 2026	38.5	-1.2	0.9
Jun 2026	40.2	-0.5	1.1
Sep 2026	42.1	+0.3	1.3
Jan 2027	43.8	+0.7	1.5

Implied Volatility Profile

Unusual Options Activity & Flow

Short Interest Analysis

Fund Type	Direction	Estimated Size	Notable Names
Mutual Fund	Long	Large	State Street (~978M shares)
Mutual Fund	Long	Large	Geode (~579M shares)
Sovereign	Long	Large	Norges Bank (new large position)
Asset Manager	Long	Large	Legal & General (+1.5%)
Asset Manager	Long	Large	Capital Research (+16.1%)
Hedge Fund	Mixed/Options	Moderate	Various HF via options overlays

Caution. While IV remains subdued at 34.91%, any acceleration in geopolitical tensions or AI export restrictions could rapidly elevate skew and push 30-day IV toward 45%+, amplifying downside tail pricing not currently embedded in the term structure.

Derivatives Market Signal. Options are pricing a modest expected move (±$2-3 near-term, scaling to ~±8-10% over longer horizons) into the next cycle, with low IV rank and Long put/call indicating the market sees sustained but not explosive AI-driven upside. This is broadly consistent with realized volatility and does not appear to over- or under-price risk relative to NVIDIA's 65.5% YoY revenue growth and 76.3% ROE.

NVDA derivatives positioning is Long-to-constructive with IV at 34.91% and put/call 0.78 not signaling overcrowding; we view this as supportive of our base thesis that the stock can sustain current levels into further Blackwell ramp without meaningful IV expansion. This is mildly Long for the overall investment case as low hedging demand reflects confidence in fundamentals (71.1% gross margin). We would turn more cautious if 30-day IV spikes above 50% or put/call volume exceeds 1.2 persistently, indicating demand-side concerns materializing.

See Fundamentals

governance & accounting

quality control

Governance & Accounting Quality overview. Board Independence: 92% (12 of 13 directors independent (per 2025 DEF 14A)) · Avg Board Tenure: 7 years (Balanced refreshment with recent additions) · CEO Pay Ratio: High (est. >300:1) (Driven by equity awards; aligned to TSR).

Board Independence

92%

12 of 13 directors independent (per 2025 DEF 14A)

Avg Board Tenure

7 years

Balanced refreshment with recent additions

CEO Pay Ratio

High (est. >300:1)

Driven by equity awards; aligned to TSR

Governance Score

A-

Strong rights, no major defenses

Accounting Quality Flag

Clean

No restatements, unqualified SOX 404

Key Takeaway. NVIDIA's governance framework delivers exceptional capital efficiency, evidenced by FCF margin of 47.4% and ROIC of 70.3% in FY2026, with pristine accounting (zero restatements or clawbacks) enabling reliable scaling of $215.94B revenue and $120.07B net income without aggressive recognition practices.

Director	Independent	Tenure (Years)	Key Committees	Other Boards	Expertise
Jen-Hsun Huang	N	33	None (CEO)	0	AI/Tech Leadership
Tench Coxe	Y	33	AC, CC	1	Venture Capital/Finance
Stephen C. Neal	Y	7	NCGC (Chair)	0	Legal/Governance
A. Brooke Seawell	Y	29	AC (Chair)	1	Tech/Finance
Mark A. Stevens	Y	18	AC, NCGC	0	Tech/Operations
Dawn Hudson	Y	13	CC (Chair)	1	Marketing/Consumer
Harvey C. Jones	Y	33	AC, NCGC	0	Semiconductor/Tech

Shareholder Rights Assessment

Executive	Title	Base Salary	Bonus/Variable	Equity Awards	Total Comp
Jen-Hsun Huang	President & CEO	$1.5M	$4M target (FY2027 plan); $6M in FY2025	$38.8M (FY2025)	$49.9M (FY2025)
Colette Kress	EVP & CFO	Not specified	Performance-based	Increased ~$3-3.5M equity	Up 59-74% YoY
Ajay Puri	EVP, Worldwide Field Ops	Not specified	Performance-based	Increased ~$3-3.5M equity	Up 59-74% YoY
Debora Shoquist	EVP, Operations	Not specified	Performance-based	Increased ~$3-3.5M equity	Up 59-74% YoY

Accounting Quality Deep-Dive

Dimension	Score (1-5)	Evidence Summary
Capital Allocation	5	$41.1B returned to shareholders; shares reduced to 24.30B; FCF $102.346B funds growth without excess leverage…
Strategy Execution	5	Revenue +65.5% YoY to $215.94B; AI accelerator dominance sustained via full-stack optimization…
Communication	4	Proactive transparency on SBC inclusion in non-GAAP; regular investor outreach…
Culture	4	Talent retention via SBC (3.0% of revenue) and R&D intensity (8.6%); flat structure enables speed…
Track Record	5	Consistent margin expansion (Gross 71.1%, Net 55.6%) and ROIC 70.3% over multi-year AI ramp…
Alignment	4	Equity-heavy comp tied to TSR; however, key-person concentration around founder-CEO elevates succession considerations…

Caution. Key-person concentration around the founder-CEO, while enabling rapid execution (evidenced by 64.7% net income growth), creates inferred succession risk not fully mitigated by disclosed board refreshment or formal bench details in filings.

Verdict: Strong Governance Supports Shareholder Interests. Annual elections, proxy access, majority voting, and clean accounting (no restatements, Debt/Equity 0.05) protect owners. High ROE (76.3%) and FCF generation reflect effective oversight, though monitoring board refreshment remains prudent.

NVIDIA's governance earns an A- rating with 92% board independence and zero accounting red flags, directly supporting our base DCF fair value of $280 (bull $400) by validating sustainable 47.4% FCF margins amid $215.94B revenue. This is Long for the Long-term thesis as conservative leverage (0.05 Debt/Equity) and disciplined buybacks reduce execution risk versus leveraged peers. What would change our mind: emergence of material related-party issues or a succession disruption causing >10% margin compression in two consecutive quarters.

See What Breaks the Thesis

See Earnings Scorecard

value framework

greenwald / qarp

NVIDIA's value assessment integrates Graham's strict quantitative criteria, Buffett's qualitative moat and management evaluation, and cross-referenced DCF/multiples analysis. Despite exceptional FY2026 metrics—including $215.94B revenue (+65.5% YoY), 71.1% gross margin, 55.6% net margin, and $102.35B free cash flow—current valuation at $212 embeds aggressive growth assumptions exceeding sustainable levels, yielding limited margin of safety.

Graham Score

4/7

Passes size, finances, stability, growth; fails P/E, P/B, dividends

Buffett Quality

A-

Strong moat and prospects; premium pricing limits value

PEG Ratio

0.54

32.5x P/E ÷ 66.7% EPS growth (trailing)

Signal Strength Score

48/100

High quality offset by valuation stretch

Margin of Safety

-36%

Current $212 vs DCF base $280

Quality-Adj P/E

28.1x

32.5x trailing P/E adjusted for 76.3% ROE premium

Key Takeaway. NVIDIA delivered software-like economics in FY2026 with 55.6% net margin and 47.4% FCF margin on $215.94B revenue, yet trades at 32.5x P/E and 19.7x PS—implying a 43.6% perpetual growth rate via reverse DCF that far exceeds even the 65.5% revenue growth achieved. This disconnect highlights a high-quality compounder priced for perfection rather than deep value.

Criterion	Threshold	Actual	Pass/Fail
Adequate Size	>$100M revenue	$215.94B	Pass
Strong Financial Condition	Current ratio >2; LTD/Equity <0.5	3.91; 0.05	Pass
Earnings Stability	Positive EPS 10yrs	Consistent post-2023 surge	Pass
Dividend Record	20+ yrs uninterrupted	Not disclosed as primary focus	Fail
Earnings Growth	33%+ over 10yrs	+66.7% YoY EPS; multi-year acceleration	Pass
Moderate P/E	<15x or PEG <1	32.5x (PEG 0.54 trailing)	Fail
Moderate P/B	<1.5x	27.1x	Fail

Buffett Qualitative Checklist

Investment Decision Framework

Bias	Risk Level	Mitigation Step	Status
Anchoring	Medium	Cross-reference DCF vs multiples	Clear
Confirmation	High	Explicitly test bear case (ASIC competition)	Watch
Recency	High	Review full 10-K historical trends pre-AI boom…	Clear
Overconfidence	Medium	Monte Carlo dispersion (5th-95th: $40-$513)	Watch
Herding	High	Compare implied 43.6% growth to peer normalization…	Clear
Availability	Medium	Stress-test concentration risk (hyperscalers)	Watch
Loss Aversion	Low	Define predefined exit rules	Clear

Conviction Scoring Breakdown

See detailed DCF, multiples, and precedent analysis

See variant perception and full investment thesis

Biggest Risk. Valuation embeds 43.6% perpetual growth via reverse DCF despite already extraordinary 65.5% FY2026 revenue growth and customer concentration risk (hyperscalers driving majority of data center revenue). Any deceleration in AI capex could compress multiples rapidly from 32.5x P/E.

Synthesis. NVIDIA passes the quality test with fortress balance sheet (debt/equity 0.05, current ratio 3.91) and exceptional returns (ROE 76.3%), but fails strict value criteria due to stretched multiples and negative margin of safety versus $280 DCF base. Conviction is justified for growth-oriented investors; score would rise materially on 20-25% price correction providing >20% MOS.

NVIDIA represents a high-quality AI platform leader with durable 71.1% gross margins and 47.4% FCF conversion on $215.94B revenue, but at $212 the stock trades at a premium that requires near-perfect execution on Blackwell/Rubin ramps and inference monetization—Long on Long-term moat, Long-to-cautious near-term on valuation. This is mildly Long for new capital deployment at current levels versus the $280 base fair value. What would change our mind: sustained data center growth >40% YoY into FY2028 or multiple compression to <25x P/E, unlocking a stronger Long entry.

See full DCF, scenario analysis, and peer comps in the Valuation pane

key value drivers

revenue engine

NVIDIA's valuation is overwhelmingly driven by two interlinked factors: explosive demand for its Data Center AI accelerators (primarily Blackwell/Hopper platforms) and the durable full-stack CUDA + networking ecosystem that delivers platform-like economics. Together these accounted for ~90% of FY2026 revenue and the vast majority of incremental profitability and cash flow. The Data Center segment delivered $193.7B in FY2026 revenue (up 68% YoY, ~89.7% of total $215.94B company revenue), while the ecosystem underpins 71.1% gross margins and 60.4% operating margins far above traditional semiconductor peers.

Data Center Revenue Contribution

89.7%

FY2026; $193.7B of $215.94B total

Data Center YoY Growth

+68%

FY2026 vs prior year

Q4 Data Center Revenue

$62.3B

91.5% of Q4 total $68.1B; +75% YoY

Gross Margin

71.1%

FY2026; ecosystem-driven

Revenue Growth YoY

+65.5%

Company-wide FY2026

EPS Growth YoY

+4.9%

$4.90 diluted FY2026

Takeaway. The single most important non-obvious takeaway is that NVIDIA has structurally shifted from a cyclical GPU vendor to an AI platform compounder, with Data Center concentration at 91.5% in Q4 FY2026 (up from historical norms) and ecosystem attach rates sustaining 71.1% gross margins despite massive scale. This mix shift, not just unit volume, explains the 60.4% operating margin and 47.4% FCF margin.

Metric	FY2026 Value	YoY Change	Notes
Total Revenue	$215.94B	+65.5%	Record annual
Data Center Revenue	$193.7B	+68%	~89.7% of total
Q4 Data Center Revenue	$62.3B	+75%	91.5% of Q4 total
Gaming Revenue	$16.0B	+41%	Blackwell-driven
Gross Margin	71.1%	Expanded	Ecosystem pricing power
Operating Margin	60.4%	N/A	Record levels
Net Income	$120.07B	+64.7%	EPS $4.90
FCF Margin	47.4%	N/A	$102.346B FCF

Takeaway. Deep dive confirms Data Center as the overwhelming driver (91.5% Q4 mix) while ecosystem metrics (71.1% gross margin, 47.4% FCF margin) show platform durability beyond pure hardware cyclicality.

Upstream & Downstream Effects

Factor	Current Value	Break Threshold	Probability (SS Est.)	Impact on Thesis
Hyperscaler AI Capex Pause	Accelerating	Flat or -10% YoY growth in FY2027	Medium	High — would stall Data Center growth
Gross Margin Compression	71.1%	Sustained drop below 65%	Low	Medium — erodes platform premium
Blackwell/Vera Rubin Ramp Delays	On track per Q4	Multi-quarter production shortfalls	Low-Medium	High — backlog conversion risk
Custom ASIC Acceleration by Customers	~85-90% est. share	NVIDIA share <70% in AI accelerators	Medium	High — ecosystem erosion
Regulatory/Export Tightening	China near-zero	Broader restrictions on allies	Low	Medium — demand headwind
Power/Energy Constraints	Not quantified	Widespread data center deployment caps	Medium	High — velocity limiter

Valuation Bridge to Stock Price

Biggest Risk. Extreme concentration risk with Data Center at 91.5% of Q4 revenue and ~90% FY2026 — any hyperscaler digestion pause or accelerated custom ASIC adoption could rapidly compress growth and margins. Cite: 89.7% segment contribution with limited disclosed diversification.

Confidence Assessment. High confidence these are the dual KVDs based on FY2026 numbers, but dissenting signal is potential self-disruption via customer ASICs or power constraints not fully quantified in filings. Wrong KVD if non-Data Center segments (Gaming $16B, ProViz $3.2B) suddenly scale faster or if margins compress materially.

We view the dual drivers as sustainably Long into FY2027 with Data Center revenue on track for continued 50%+ growth supported by Blackwell ramp and inference scaling, driving our conviction at 75/100. This is Long for the Long thesis as ecosystem moat extends platform economics (target price range $140-160 base). What would change our mind: confirmed multi-quarter AI capex pause or gross margin falling below 68% sustained, signaling erosion of pricing power. Current $212 price leaves limited margin of safety versus our DCF base $280 but rewards flawless execution.

See variant perception & thesis

See Executive Summary

capital allocation

buyback + dividend

Capital Allocation & Shareholder Returns overview. Total Shareholder Returns (FY2026): $41.1B (40% of FCF; $40.6B buybacks + minimal dividends) · Shares Outstanding Change: 24.30B (from 24.48B prior year; net reduction despite SBC) · Dividend Yield: 0.02% ($0.04 annualized; vs peers typically 0.5-2%).

Total Shareholder Returns (FY2026)

$41.1B

40% of FCF; $40.6B buybacks + minimal dividends

Shares Outstanding Change

24.30B

from 24.48B prior year; net reduction despite SBC

Dividend Yield

0.02%

$0.04 annualized; vs peers typically 0.5-2%

Payout Ratio (Dividends)

0.8%

Extremely low; buybacks dominate returns

M&A / Goodwill Impact

$20.83B

Goodwill balance end-FY2026; tuck-in deals

ROIC

70.3%

Far exceeds WACC 14.9%; highly value-accretive

FCF Yield

2.4%

At $5.13T market cap; supports continued returns

Remaining Buyback Authorization

$58.5B

After $60B incremental approval Aug 2025

Non-obvious takeaway. NVIDIA returned $41.1 billion to shareholders in FY2026 (primarily $40.6 billion via buybacks) while growing FCF to $102.346 billion and reducing shares outstanding from 24.48B to 24.30B. This ~40% payout of robust cash flow occurred alongside 65.5% revenue growth and 70.3% ROIC, demonstrating disciplined allocation that enhances per-share metrics without constraining R&D (8.6% of revenue) or balance-sheet strength (debt/equity 0.05).

Fiscal Year	Shares Repurchased ($B)	Net Share Reduction	Context vs Intrinsic Value	Value Impact
2026	40.6	180M shares net	Bought below DCF fair value range in growth phase…	Accretive
2025	Not disclosed in detail	Modest net reduction	High-growth environment; ROIC 70%+	Accretive
2024	Not disclosed in detail	Ongoing program	Post-split adjusted; strong AI ramp	Accretive
2023	Not disclosed in detail	Program active	Pre-AI boom valuation	Accretive
2022	Not disclosed in detail	Program active	Cyclical low point	Accretive
5-Yr Avg Buyback Yield	~1.2%	Cumulative net reduction	Consistent with high ROE 76.3%	Value-creating overall

Fiscal Year	Dividend/Share (Annualized)	Payout Ratio %	Yield % (at period avg price)	YoY Growth %
2026	$0.04	0.8	0.02	0
2025	$0.04	~1	0.03	0
2024	$0.04	~1	0.02	0
2023	$0.04	~1	0.03	0
2022	$0.04	~2	0.04	0
2021	$0.04	~3	0.05	Stable

Deal / Activity	Year	Consideration / Impact	Goodwill Contribution	Verdict (Strategic Fit / ROIC)
Tuck-in AI acquisitions (cumulative)	2024-2026	Not material cash outflows	$20.83B end-FY2026 (up significantly)	High fit for AI moat; accretive at 70.3% ROIC…
Multiple small AI/data deals	2025	Low single-digit $B aggregate	Contributed to balance increase	High strategic; supports CUDA ecosystem
Prior software/infrastructure tuck-ins	2020-2024	Modest	Gradual buildup	Mixed to high; no major impairments noted…
Overall M&A approach	Ongoing	Asset-light preference	Goodwill $20.83B	Tuck-in focused; value-accretive given ROIC >> WACC…

Cash Deployment Waterfall

Total Payout Ratio Trend (Dividends + Buybacks as % of FCF)
Chart data available in source JSON.

Total Shareholder Return Decomposition

Caution on sustainability. Heavy reliance on buybacks ($40.6B of $41.1B returns) ties value creation to sustained ~47.4% FCF margins and AI demand. Any material compression in gross margins (currently 71.1%) or export restrictions could constrain future return capacity despite $58.5B remaining authorization.

Verdict: Excellent. Management is creating substantial shareholder value through disciplined, opportunistic buybacks executed at scale while maintaining fortress balance sheet (current ratio 3.91, debt/equity 0.05) and high ROIC (70.3%). The ~40% FCF return rate in a high-growth phase, paired with net share reduction, exemplifies superior capital allocation.

See related analysis in

NVIDIA's capital allocation is Long for the Long-term thesis: returning ~40% of $102.3B FCF ($41.1B total, $40.6B buybacks) while shares fell to 24.30B demonstrates confidence in durable AI growth and EPS accretion without compromising reinvestment. This stance is strongly Long as it enhances per-share ownership in a compounder with 70.3% ROIC >> 14.9% WACC. What would change our mind: sustained FCF margin drop below 40% or major demand slowdown forcing payout cuts, signaling moat erosion.

See Management & Leadership

timeline

selected milestones

FY2026 REVENUE

$215.94B

+65.5% YoY

NET MARGIN

55.6%

vs peers ~20-40%

FCF MARGIN

47.4%

robust cash conversion

DEBT/EQUITY

0.05

fortress balance sheet

EPS GROWTH

+4.9%

to $4.90 diluted

ROIC

70.3%

capital efficiency peak

Analog Company	Era/Event	The Parallel	What Happened Next	Implication for NVDA
Cisco Systems	1995-2000 Internet Buildout	Dominant provider of routers/switches for internet infrastructure; revenue +498%, stock +3,278% amid capex surge…	Post-2000 bust: revenue growth normalized, stock fell ~83% as multiples compressed from 200x+ P/E…	AI data center spend mirrors internet capex; current P/S 19.7 and implied 43.6% perpetual growth embed similar exuberance—watch for normalization…
Intel	1990s-2000s PC/CPU Dominance	x86 architecture lock-in with high margins; ecosystem (tools, software) created moat during PC boom…	Market share erosion to AMD/ARM; slower innovation led to multi-year underperformance…	CUDA software platform provides stronger stickiness than Intel's ISA; sustained 80%+ AI GPU share critical to avoid similar fade…
NVIDIA (own 2006-2016 pivot)	CUDA Launch & AI Inflection	Shift from gaming GPUs to programmable parallel computing; early AI adoption via Tesla/Volta…	Enabled data center revenue acceleration; market cap recovery and compounding post-2016…	Current Blackwell/Rubin transition extends this playbook; FY2026 $153.46B gross profit shows continued execution…
Cisco (late 1990s)	Peak Infrastructure Valuations	EV/EBITDA expansion on 'picks and shovels' narrative; FCF margins >40% at scale…	Demand visibility overstated; post-bubble ROIC declined sharply…	NVDA's 70.3% ROIC and 47.4% FCF margin at $215.94B revenue suggest analogous peak-cycle positioning…

Industry Cycle Positioning

Recurring Historical Patterns

See historical analogies

See fundamentals