nvda

nvidia corp
deep dive semiconductors mega cap march 24, 2026
Position Short $175.40 reference price ~$4.26T mcap March 24, 2026 original framing

Intrinsic value of $112 implies 36.1% downside from the current $175.40 share price. The non-obvious point is that NVDA’s debate is no longer about whether current fundamentals are elite—they clearly are—but whether those economics can persist long enough to justify the stock price..

That intrinsic line rolls up bear, base, and bull by assigned weights — not one cherry-picked case. Plain English: "intrinsic value" means what the model says the stock is worth if the growth narrative mostly holds — not a promise.

12m price target
$106
base case
intrinsic value
$112
probability-weighted
conviction
100/100
our confidence level
positioning
Short
current stance
reference price
$175.40
March 24, 2026 reference price used across body tables.
Revenue
$215.94B
vs +65.5% YoY growth
Net Income
$120.07B
vs +64.7% YoY growth

report snapshot

executive summary

Intrinsic value of $112 implies 36.1% downside from the current $175.40 share price. The non-obvious point is that NVDA’s debate is no longer about whether current fundamentals are elite—they clearly are—but whether those economics can persist long enough to justify the stock price.

Recommendation
Short
12M Price Target
$106
-40% from $175.40
Intrinsic Value
$112
-36.1%
Thesis Confidence
25/100
Low
· bear

$85.59

· base

$102.35

· bull

$136.74

Trigger Threshold Current Status
Price resets to attractive valuation Share price at or below $136.74 bull DCF, with strongest support below $111.55 base DCF… $175.64 Not met
Market expectations normalize Reverse DCF implied growth below 35% 43.6% Not met
Through-cycle profitability proves durable… Gross margin remains ≥ 68% and operating margin remains ≥ 55% 71.1% gross; 60.4% operating Met for now
Cash generation remains near current peak… FCF margin remains ≥ 45% 47.4% Met for now
Overall Signal Score
62
High-quality business signal offset by valuation caution; live price $175.64 vs DCF fair value $111.55
Bullish Signals
8
Revenue +65.5% YoY, gross margin 71.1%, FCF $102.346B, current ratio 3.91
Bearish Signals
5
PE 35.8x, EV/EBITDA 32.0x, reverse DCF implies 43.6% growth, cash declined to $10.61B
Data Freshness
Mar 24, 2026
Latest audited filing: 2026-01-25 annual; market data is live as of Mar 24, 2026
· bear

$0.00

· base

$0.00

· bull

$106.00

top findings
NVIDIA's near-term sales are capped more by packaging and memory than by lack of buyers. Hyperscaler AI spending is still strong. Rubin timing matters because it extends Blackwell pricing power — it isn't just a handoff to the next chip.
aggregate synthesis
The gap isn't 'NVIDIA is secretly cheap.' It's that the market is valuing a CUDA-locked platform like a cyclical chip name at peak-cycle earnings. Same numbers, two different labels.
thesis
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variant perception & thesis

pm brief

We rate NVDA as Neutral with 60/100 conviction. The filings show an extraordinary business—$215.94B of FY2026 revenue, 71.1% gross margin, $102.35B of free cash flow, and minimal leverage—but the stock at $175.64 already discounts outcomes above the base and even bull deterministic DCF cases. Our core view is that the market is not wrong about NVIDIA’s current dominance; it is likely too optimistic about how long 43.6% implied growth and near-platform economics can persist at a $4.27T equity value.

Position
Short
conviction 25/100
Conviction
25/100
Thesis conviction 25/100; evidence strong on fundamentals, mixed on upside
12m Target
$106
Derived from 60% base $111.55, 25% bull $136.74, 15% bear $85.59 plus premium for right-tail optionality vs Monte Carlo mean $173.71
Intrinsic Value
$112
Deterministic DCF fair value vs live price $175.64
Conviction
25/100
no position
Sizing
0%
uncapped
Base Score
5.0
Adj: -2.5

Default

Is this company a good investment. Weight: 100%.


Value Trap Risk: No catalyst pillar has >50% probability within 24 months. The thesis may lack a near-term catalyst to unlock value.

Takeaway. The non-obvious point is that NVDA’s debate is no longer about whether current fundamentals are elite—they clearly are—but whether those economics can persist long enough to justify the stock price. The clearest evidence is the gap between the live price of $175.64 and the deterministic valuation stack: $111.55 base DCF, $136.74 bull DCF, and only 24.1% Monte Carlo upside probability.
Metric Value
2026 -01
Revenue $215.94B
Revenue $130.39B
Revenue $120.07B
Pe $102.35B
Free cash flow $44.06B
2025 -04
Fair Value $46.74B
The Street Underestimates Duration Risk More Than Demand Strength

Fundamentals are unquestionably elite

FY2026 revenue reached $215.94B, with $120.07B of net income and $102.35B of free cash flow. Gross margin of 71.1% and operating margin of 60.4% confirm that the near-term business is operating at extraordinary scale and profitability.

Balance sheet is not the risk

At 2026-01-25, current ratio was 3.91, long-term debt was only $8.47B, and debt-to-equity was 0.05. The thesis is therefore driven by expectations risk, not financing or solvency risk.

Valuation already embeds exceptional persistence

The stock at $175.64 trades above both the $111.55 base DCF and the $136.74 bull DCF. Reverse DCF assumptions of 43.6% implied growth and 8.8% terminal growth indicate the market is underwriting a very long runway of outlier performance.

Right-tail optionality prevents a clean short

Monte Carlo mean value of $173.71 sits near the current price because the distribution has a very large right tail, including a 95th percentile of $512.69. That means valuation is stretched on central tendency measures, but the stock can still work if NVIDIA remains the control point in AI infrastructure.

Disclosure gaps matter for durability analysis

The source snapshot does not provide customer concentration, backlog, segment mix, or acquisition details behind goodwill rising to $20.83B. Those gaps limit confidence on how durable current growth and margin levels are versus AMD, Intel, Broadcom, and custom silicon competition.

Criterion Threshold Actual Value Pass/Fail
Adequate financial condition Current ratio > 2.0 3.91 Pass
Conservative leverage Debt/Equity < 1.0 0.05 Pass
Positive earnings Profitable latest year $120.07B net income Pass
Positive free cash flow FCF > 0 $102.35B FCF Pass
Moderate valuation on earnings P/E < 15 35.8x Fail
Moderate valuation on book P/B < 1.5 27.1x Fail
Margin of safety vs intrinsic value Price ≤ fair value $175.64 vs $111.55 DCF Fail

Takeaway. NVDA passes the quality and balance-sheet tests easily, but fails classic value tests by a wide margin. For a Graham-oriented lens, the issue is not business weakness but the absence of a margin of safety at 35.8x P/E, 27.1x P/B, and a price above the $111.55 DCF fair value.
Trigger Threshold Current Status
Price resets to attractive valuation Share price at or below $136.74 bull DCF, with strongest support below $111.55 base DCF… $175.64 Not met
Market expectations normalize Reverse DCF implied growth below 35% 43.6% Not met
Through-cycle profitability proves durable… Gross margin remains ≥ 68% and operating margin remains ≥ 55% 71.1% gross; 60.4% operating Met for now
Cash generation remains near current peak… FCF margin remains ≥ 45% 47.4% Met for now
Balance sheet stays unconstrained Debt-to-equity remains ≤ 0.10 and current ratio ≥ 3.0… 0.05 D/E; 3.91 current ratio Met
Execution supports right-tail thesis Monte Carlo upside probability improves above 35% 24.1% Not met

Takeaway. The easiest way to improve the setup is valuation, not better operating performance. NVIDIA already meets demanding profitability and balance-sheet thresholds; what it does not meet is an expectations reset, with the stock still above the model bull case and the reverse DCF still implying 43.6% growth.
· bear

$85.59

· base

$102.35

· bull

$136.74

Pre-Mortem: If This Investment Fails in 12 Months

Biggest risk. The main risk to the thesis is that valuation leaves almost no room for normalizing assumptions: the stock trades at $175.64 versus a $111.55 DCF fair value, while reverse DCF implies 43.6% growth and 8.8% terminal growth. If the market starts valuing NVIDIA on through-cycle semiconductor economics rather than AI-infrastructure scarcity, the downside can occur even without an operational collapse.

NVIDIA is one of the strongest businesses in the public market right now—$215.94B of FY2026 revenue, $120.07B of net income, $102.35B of free cash flow, and a pristine balance sheet with only $8.47B of long-term debt. The issue is not quality; it is that at $175.64 the market already prices in extraordinary persistence, with the stock above both the $111.55 base DCF and $136.74 bull DCF. For a PM, that means NVDA remains a strategic core-quality name, but the tactical setup today is best described as Neutral unless price or expectations reset.

XVARY’s view is neutral-to-Short on valuation: at $175.64, NVDA is discounting more than exceptional fundamentals; it is discounting 43.6% implied growth and a valuation above even the model bull case of $136.74. That is Short for the next 12 months from a return perspective, even though the underlying business remains fundamentally Long. We would change our mind if either the stock moved closer to the $136.74 to $111.55 valuation band or if new filings confirmed enough durability in growth, customer mix, and margins to justify today’s higher terminal assumptions.
kvd
See key value driver
val
See valuation
risk
See risk analysis
Position Summary
ASSUMPTIONS SCORED
0
0 high-conviction
NUMBER REGISTRY
388
4 verified vs EDGAR
QUALITY SCORE
0%
12-test average

financial analysis

elite economics

Financial Analysis overview. Revenue: $215.94B (vs +65.5% YoY growth) · Net Income: $120.07B (vs +64.7% YoY growth) · EPS: $4.90 (vs +66.7% YoY growth).

Revenue
$215.94B
vs +65.5% YoY growth
Net Income
$120.07B
vs +64.7% YoY growth
EPS
$4.90
vs +66.7% YoY growth
Debt/Equity
0.05
vs low leverage at FY2026
Current Ratio
3.91
vs strong liquidity at FY2026
FCF Yield
2.4%
vs market cap $4.27T
Gross Margin
71.1%
vs exceptional profitability
FCF Margin
47.4%
vs cash-generative model
Op Margin
60.4%
FY2026
Net Margin
55.6%
FY2026
ROE
76.3%
FY2026
ROA
58.1%
FY2026
ROIC
70.3%
FY2026
Interest Cov
Nonex
Latest filing
Rev Growth
+65.5%
Annual YoY
NI Growth
+64.7%
Annual YoY
EPS Growth
+4.9%
Annual YoY

Takeaway. The non-obvious point is that NVIDIA’s financial strength is driven more by earnings power than by balance-sheet cash. Cash and equivalents ended at $10.61B, only modestly above $8.47B of long-term debt, yet the company generated $102.346B of free cash flow and posted a 47.4% free-cash-flow margin, which means liquidity comes from the income statement converting into cash rather than from sitting on an oversized cash hoard.
Profitability remains the defining advantage
Balance sheet is strong, but asset mix changed materially
Cash generation validates reported earnings
· bear

$85.59

· bull

$136.74


Primary caution. The biggest financial risk is not leverage but expectations embedded in valuation against already massive scale. The stock traded at $175.64 on 2026-03-24 versus a deterministic DCF fair value of $111.55, and reverse DCF implies 43.6% growth plus 8.8% terminal growth, which creates a high hurdle if margins or growth normalize.

Accounting quality is broadly clean, with one balance-sheet item to monitor. Free cash flow of $102.346B was close to operating cash flow of $102.718B, which supports earnings quality, and stock-based compensation was only 3.0% of revenue. The caution is that goodwill jumped from $6.26B to $20.83B by 2026-01-25, while the snapshot also warns that the interest-coverage figure is unreliable because interest expense may be understated.

Neutral to Short on this pane despite exceptional operations, because the market is capitalizing NVIDIA as if 43.6% implied growth can persist from an already enormous $215.94B revenue base. That is Long for business quality but Short for forward valuation support at $175.64 versus a $111.55 base-case DCF. We would turn more constructive if either the share price moved closer to the $136.74 bull-case valuation range or future filings showed that the goodwill step-up and current margin structure can translate into sustained ROIC without meaningful normalization.
Revenue ($B)
Chart data available in source JSON.
Net Income ($B)
Chart data available in source JSON.
val
See valuation
ops
See operations
scorecard
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 $215.9B
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 overview. DCF Fair Value: $111 (5-year projection) · Enterprise Value: $4260.2B (DCF) · WACC: 14.9% (CAPM-derived).

DCF Fair Value
$112
5-year projection
Enterprise Value
$4260.2B
DCF
WACC
14.9%
CAPM-derived
Terminal Growth
4.0%
assumption
DCF vs Current
$112
-36.4% vs current
Parameter Value
Revenue (base) $215.9B (USD)
FCF Margin 47.4%
WACC 14.9%
Terminal Growth 4.0%
Growth Path 50.0% → 42.9% → 28.9% → 16.9% → 6.0%
Template asset_light_growth
DCF Fair Value
$112
Deterministic DCF vs current $175.64
Prob-Wtd Value
$113.57
Scenario-weighted fair value
Current Price
$175.64
As of Mar 24, 2026
Upside/Downside
-36.1%
Prob-weighted value vs market price
Position
Short
conviction 25/100
Conviction
25/100
High confidence in overvaluation vs base models
Price / Earnings
35.8x
FY2026
Price / Book
27.1x
FY2026
Price / Sales
19.7x
FY2026
EV/Rev
19.7x
FY2026
EV / EBITDA
32.0x
FY2026
FCF Yield
2.4%
FY2026

Important takeaway. NVIDIA’s valuation is being supported by the tail of the distribution rather than by the central case. The clearest evidence is that the Monte Carlo mean is $173.71, close to the $175.64 stock price, while the median is only $98.85 and the deterministic DCF fair value is $111.55. That combination means a few extreme upside paths are doing most of the work in justifying the current price.
Method Fair Value vs Current Price Key Assumption
DCF (Base) $111.55 -36.5% WACC 14.9%, terminal growth 4.0%, FY2026 FCF base $102.35B…
DCF (Bull) $136.74 -22.1% Sustained above-base growth and margin durability…
DCF (Bear) $85.59 -51.3% Faster normalization in growth and profitability…
Monte Carlo (Median) $98.85 -43.7% Typical simulated outcome across 10,000 runs…
Monte Carlo (Mean) $173.71 -1.1% Right-skewed average influenced by extreme upside tail…
Reverse DCF Implied $175.64 0.0% Requires 43.6% implied growth, 11.2% implied WACC, 8.8% terminal growth…
Peer/Multiple Cross-Check $122.12 -30.5% Average of P/E, P/S, EV/Revenue, EV/EBITDA mean-reversion values…
Scenario Probability-Weighted $113.57 -35.3% Bear 20%, Base 45%, Bull 25%, Super-bull 10%

Takeaway. Every conventional intrinsic method in the available source data sits below the live stock price except the Monte Carlo mean, and that mean is flattered by a $512.69 95th-percentile outcome. In practical terms, the market is discounting a platform-like duration story rather than a normal semiconductor valuation framework.
DCF framing and margin sustainability
Company P/E P/S EV/EBITDA Growth / Margin Comment
NVIDIA 35.8x 19.8x 32.0x Revenue growth +65.5%; net margin 55.6% Highest-quality fundamentals in snapshot; valuation remains rich…
AMD Not disclosed Not disclosed Not disclosed Not confirmed in source snapshot Named competitor, but no peer ratios supplied…
Intel Not disclosed Not disclosed Not disclosed Not confirmed in source snapshot Named competitor, but no peer ratios supplied…
Broadcom Not disclosed Not disclosed Not disclosed Not confirmed in source snapshot Named competitor, but no peer ratios supplied…
Marvell Not disclosed Not disclosed Not disclosed Not confirmed in source snapshot Named competitor, but no peer ratios supplied…
Interpretation 35.8x 19.8x 32.0x Against $120.07B net income and $133.23B EBITDA… NVIDIA screens expensive even before formal peer benchmarking…

Takeaway. Formal peer multiples for AMD, Intel, Broadcom, and Marvell are not provided in the snapshot, so the clean read is internal: NVIDIA trades at 35.8x earnings and 19.8x sales even after already producing $120.07B of net income. That is consistent with a market assigning structurally superior durability versus traditional chip peers.
Metric Current 5yr Mean Std Dev Implied Value
P/E 35.8x 25.0x 5.4x $122.65
P/S 19.8x 14.0x 3.5x $124.19
EV/Revenue 19.8x 14.0x 3.7x $124.32
EV/EBITDA 32.0x 24.0x 4.8x $117.31
P/B 27.1x 20.0x 4.5x $122.19
Average Mean-Reversion Value Current mixed Normalized Mixed $122.12

Takeaway. Even using relatively generous normalization assumptions, mean-reversion points to value around $122.12, still well below the $175.64 market price. The stock is therefore pricing in either a permanently higher multiple regime or a much longer period of supernormal growth than conventional valuation would support.
· bear

$85.59

· base

$111.55

· bull

$136.74

· bull

$175.00

Assumption Base Value Break Value Price Impact Break Probability
Terminal growth 4.0% Below 3.0% High negative; pushes value materially below $111.55… Medium
WACC 14.9% Above 16.0% High negative; compresses duration value sharply… Medium
Revenue growth +65.5% trailing Below 30% next-year path Very high negative; undermines reverse-DCF support… Medium
Net margin 55.6% Below 45% High negative; earnings power re-rates lower… Medium-High
FCF margin 47.4% Below 35% High negative; lowers intrinsic value and cash yield appeal… Medium
Market narrative Platform-like duration Cyclical semiconductor framing Very high multiple compression risk Medium-High
What the market price implies

Biggest valuation risk. NVIDIA’s current 55.6% net margin, 47.4% free cash flow margin, and 19.8x EV/Revenue leave very little room for a narrative shift from “platform” to “cyclical semiconductor.” Because the reverse DCF requires 43.6% implied growth and 8.8% terminal growth, even modest margin normalization or capex digestion could trigger both earnings downgrades and multiple compression at the same time.

Synthesis. My target value is $113.57 per share based on probability-weighting four scenarios, which sits close to the deterministic DCF fair value of $111.55 and far below the current $175.64 price. The gap exists because the stock is being anchored by the upside tail of the distribution: the Monte Carlo mean is $173.71, but the median is $98.85 and P(upside) is only 24.1%. That setup is neutral-to-cautious for fresh capital: NVIDIA is fundamentally exceptional, but the valuation already discounts a best-in-class duration outcome.

XVARY’s differentiated view is that NVIDIA’s valuation is not expensive because the business is weak; it is expensive because the market is capitalizing an unusually narrow set of high-duration outcomes. Our specific claim is that the stock should be worth about $113.57 on a probability-weighted basis, versus the current $175.64, which is 35.3% lower and therefore Short on valuation, but not Short on operating quality. We would change our mind if new filings or confirmed guidance supported growth durability closer to the reverse DCF hurdle of 43.6% while preserving margins near the current 55.6% net margin and 47.4% free cash flow margin.
fin
See financial analysis
compete
See competitive position
risk
See risk assessment
· bear

$86

· base

$112

· bull

$137

MC Median
$99
10,000 simulations
MC Mean
$174
5th Percentile
$40
downside tail
95th Percentile
$513
upside tail
P(Upside)
-36.1%
vs $175.40
Implied Parameter Value to Justify Current Price
Implied Growth Rate 43.6%
Implied WACC 11.2%
Implied Terminal Growth 8.8%
Component Value
Beta 1.95 (raw: 2.08, Vasicek-adjusted)
Risk-Free Rate 4.25%
Equity Risk Premium 5.5%
Cost of Equity 15.0%
D/E Ratio (Market-Cap) 0.00
Dynamic WACC 14.9%
Metric Value
Current Growth Rate 69.3%
Growth Uncertainty ±13.6pp
Observations 4
Year 1 Projected 69.3%
Year 2 Projected 69.3%
Year 3 Projected 69.3%
Year 4 Projected 69.3%
Year 5 Projected 69.3%

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

What Breaks the Thesis overview. Overall Risk Rating: 8/10 (Expectation and moat-durability risk dominate; not balance-sheet risk) · # Key Risks: 8 (Ranked in risk-reward matrix and pre-mortem) · Bear Case Downside: -51.3% (Bear value $85.59 vs current price $175.64).

Overall Risk Rating
8/10
Expectation and moat-durability risk dominate; not balance-sheet risk
# Key Risks
8
Ranked in risk-reward matrix and pre-mortem
Bear Case Downside
-51.3%
Bear value $85.59 vs current price $175.64
Probability of Permanent Loss
High
Base DCF $111.55 is 36.5% below market; Monte Carlo P(upside) only 24.1%
DCF Margin of Safety
N/A
Data error
Probability-Weighted Value
$116.54
Bull/Base/Bear weighted outcome vs $175.64 current price

Most important takeaway. The non-obvious risk is not that NVIDIA's business weakens outright, but that the stock already capitalizes an extreme continuation of current economics. The source data show 71.1% gross margin, 60.4% operating margin, and a reverse-DCF requiring 43.6% implied growth plus 8.8% terminal growth. That means even continued growth can still break the thesis if the company merely shifts from extraordinary to excellent.
Trigger Threshold Value Current Value Distance to Trigger Probability Impact (1-5)
Gross margin mean reversion Below 65.0% 71.1% 9.4% above threshold Medium 5
Operating margin compression Below 55.0% 60.4% 9.8% above threshold Medium 5
Revenue growth decelerates below market-implied pace… Below 43.6% YoY +65.5% YoY 21.9 percentage points above threshold High 4
FCF yield fails to compensate valuation risk… Below 3.0% at current scale 2.4% 20.0% below threshold High 4
ROIC normalization signals weakening moat… Below 50.0% 70.3% 40.6% above threshold Medium 4
Competitive moat break: EV/Revenue rerates toward lower-quality growth profile… Below 15.0x without offsetting EPS upside… 19.8x 24.2% above threshold Medium 5

Biggest risk. Valuation already assumes conditions that are hard to sustain: the reverse DCF requires 43.6% growth and 8.8% terminal growth, while the stock trades at $175.64 versus a deterministic base DCF of $111.55. With only 24.1% modeled probability of upside, the equity can fall sharply even if the business remains fundamentally strong.
Metric Value
2026 -01
Revenue $215.94B
Revenue $120.07B
Gross margin 71.1%
Operating margin 60.4%
Fair Value $175.64
DCF $111.55
DCF 24.1%
Top Risks Ranked by Probability × Impact
Strongest Bear Case
Maturity Year Amount Interest Rate Refinancing Risk
Not disclosed in snapshot $8.47B long-term debt Not disclosed in snapshot Low
2026 near-term obligations $32.16B current liabilities N/A Low
Cash support $10.61B cash & equivalents N/A Low
Liquidity buffer $125.61B current assets N/A Low
Balance-sheet leverage Debt to equity 0.05 N/A Low
Current ratio coverage 3.91 N/A Low

Takeaway. Debt is not what breaks this story. With only $8.47B of long-term debt, a 3.91 current ratio, and $157.29B of equity, refinancing risk is low; the real vulnerability is strategic and valuation-driven rather than financial.
Where the Bull Case Conflicts with the Numbers
Metric Value
Fair Value $125.61B
Fair Value $32.16B
Fair Value $8.47B
Fair Value $157.29B
Free cash flow $102.35B
ROIC 70.3%
ROE 76.3%
ROA 58.1%
What Offsets the Major Risks
Failure Path Root Cause Probability (%) Timeline (months) Early Warning Signal Current Status
Valuation derating despite continued growth… Embedded expectations too high versus DCF and reverse DCF… 70 6-18 Revenue growth trends toward or below 43.6% implied rate… Watch
Margin reset Pricing pressure, mix shift, or lower monetization per workload… 55 6-24 Gross margin falls toward 65.0% or operating margin toward 55.0% Watch
Competitive moat erosion AMD, Intel, custom ASICs, or customer insourcing weaken lock-in… 45 12-36 EV/Revenue compresses below 15.0x without offsetting EPS beats… Watch
Return on capital normalization Asset base expands faster than durable earnings power… 35 12-24 ROIC falls below 50.0% Safe
Acquisition / integration disappointment… Goodwill expansion from $5.19B to $20.83B fails to earn target returns… 25 12-36 Further goodwill growth without matching earnings power… Watch
Liquidity or refinancing stress Unexpected funding pressure 10 0-12 Current ratio drops materially below 2.0… Safe
Risk Probability Impact Mitigant Monitoring Trigger
Expectation compression from stretched valuation… High High Cash-backed earnings and strong execution can soften, but not eliminate, derating risk… Price remains far above $111.55 DCF while P(upside) stays near 24.1%
Gross margin compression Medium High Current 71.1% gross margin and platform strength give buffer… Gross margin falls below 65.0%
Operating margin compression from higher R&D / SG&A… Medium High R&D is only 8.6% and SG&A 2.1% of revenue, leaving spend flexibility… Operating margin falls below 55.0%
Competitive price war or hyperscaler insourcing… Medium High Software ecosystem and current ROIC of 70.3% imply real moat today… EV/Revenue rerates below 15.0x or growth slows despite healthy AI spend…
Growth deceleration at extreme scale High Medium Quarterly revenue trajectory remains strong from $44.06B to $57.01B through 2025-10-26… Annual revenue growth drops below 43.6%
Return on capital normalization as assets expand… Medium Medium ROIC of 70.3% and ROA of 58.1% provide cushion… ROIC falls below 50.0%
Acquisition / goodwill execution risk Low Medium Goodwill at $20.83B is still modest versus $157.29B equity… Goodwill rises further without corresponding earnings accretion…
Refinancing or liquidity risk Low Low 3.91 current ratio, $125.61B current assets, and only $8.47B long-term debt… Current ratio drops toward 2.0 or debt rises materially…

Risk/reward synthesis. Using the required Bull/Base/Bear values of $136.74, $111.55, and $85.59 with probabilities of 20% / 35% / 45%, the probability-weighted value is $116.54, or roughly 33.7% below the current $175.64 share price. Combined with a -36.5% DCF margin of safety and only 24.1% modeled upside probability, the return potential does not adequately compensate for the downside risk at today's price.

XVARY's view is Short on the risk/reward, not on the business. At $175.64, NVIDIA trades 57.5% above the base DCF of $111.55, while the reverse DCF requires 43.6% growth and the stock has only 24.1% modeled upside probability; that is Short for the thesis from a new-money entry perspective. We would change our mind if the valuation resets closer to intrinsic value or if new filings prove that current 71.1% gross margin and 60.4% operating margin can persist without growth decelerating below the implied hurdle.
mgmt
See management
val
See valuation
catalysts
See catalysts
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 (FY ended 2026-01-25; +65.5% YoY) · Rev Growth: +65.5% (Audited growth from available filings) · Gross Margin: 71.1% (Gross profit $153.46B on $215.94B revenue).

Revenue
$215.94B
FY ended 2026-01-25; +65.5% YoY
Rev Growth
+65.5%
Audited growth from available filings
Gross Margin
71.1%
Gross profit $153.46B on $215.94B revenue
Op Margin
60.4%
Operating income $130.39B
ROIC
70.3%
Derived ratio from audited filings
FCF Margin
47.4%
FCF $102.346B; OCF $102.718B
Net Margin
55.6%
Net income $120.07B
R&D % Sales
8.6%
R&D $18.50B

Most important takeaway. NVIDIA is not just growing fast; it is converting that growth into extraordinary incremental profit. Revenue reached $215.94B with 71.1% gross margin and 60.4% operating margin, while R&D was only 8.6% of revenue and SG&A only 2.1%. That combination implies the operating model is scaling faster than a typical semiconductor business and currently resembles infrastructure software economics more than conventional hardware economics.
Segment / Proxy Bucket Revenue % of Total Growth Op Margin ASP / Unit Economics
Q1 FY2026 reported revenue $215.9B 20.4% Not disclosed 60.4% ASP not disclosed; quarterly revenue base only…
Q2 FY2026 reported revenue $215.9B 21.6% Not disclosed 60.8% ASP not disclosed; margin improved materially vs Q1…
Q3 FY2026 reported revenue $215.9B 26.4% Not disclosed 63.2% ASP not disclosed; strongest quarterly operating leverage…
Q4 FY2026 implied revenue $215.9B 31.6% Not disclosed Not disclosed Derived as FY revenue less 9M cumulative revenue; no quarter margin disclosed…
Annual NVIDIA total $215.94B 100.0% +65.5% 60.4% No segment ASP disclosure in source snapshot…
Annual cost structure context Cost of revenue $62.48B 28.9% of total revenue Not disclosed N/A Supports gross margin of 71.1%

Takeaway. The source snapshot does not disclose segment revenue by business line, so the best verified breakdown is quarterly contribution to annual revenue. Even on that limited basis, the progression from $44.06B in Q1 to an implied $68.13B in Q4 suggests demand accelerated through the year rather than normalized.
Metric Value
Revenue $44.06B
Fair Value $46.74B
Fair Value $57.01B
Fair Value $12.95B
Fair Value $68.13B
Gross margin 71.1%
Gross margin 60.4%
Revenue $215.94B
Top 3 Revenue Drivers
Customer Group Revenue Contribution % Contract Duration Risk Comment
Largest customer Not disclosed Not disclosed HIGH Source snapshot does not identify any single customer or % of sales…
Top 10 customers Not disclosed Not disclosed HIGH No top-10 concentration table included in the available filings snapshot…
Hyperscaler cohort Not confirmed Not disclosed MEDIUM Large cloud customers are a logical exposure, but concentration cannot be quantified from the provided data…
Channel / distribution Not disclosed Not disclosed MEDIUM No channel mix, reseller mix, or receivables concentration disclosed in snapshot…
Government / sovereign buyers Not disclosed Not disclosed LOW No revenue concentration disclosure in available filings snapshot…
Analyst view: practical concentration risk… Cannot quantify Likely short-cycle purchase cadence HIGH Because annual revenue is $215.94B and grew 65.5%, even modest order timing changes by a few large buyers could swing quarterly growth rates materially…

Biggest operational risk. Customer concentration is the largest blind spot in this pane because the source snapshot does not disclose top-customer exposure, even as revenue reached $215.94B and quarterly sales climbed from $44.06B to $57.01B through Q3. At this scale, a pause by even a small number of very large buyers could pressure both growth and margin, and investors cannot verify that risk directly from the available filings snapshot.
Region Revenue % of Total Growth Rate Currency Risk
United States Not disclosed Not disclosed Not disclosed Low to moderate; USD reporting base
Taiwan / Asia manufacturing nexus Not disclosed Not disclosed Not disclosed Moderate; exposure likely operational, but revenue not quantified…
China Not disclosed Not disclosed Not disclosed High; geopolitical and export-control sensitivity, but no revenue figure in snapshot…
Europe Not disclosed Not disclosed Not disclosed Moderate; FX translation possible but not quantified…
Rest of World Not disclosed Not disclosed Not disclosed Varies by local currency and customer mix…
Total company $215.94B 100.0% +65.5% Currency exposure cannot be apportioned without region disclosure…

Growth levers. If NVIDIA can even maintain half of the latest annual growth rate, the revenue base would still expand dramatically. Using the reported $215.94B starting point, a scenario of roughly 20% annual growth through 2027 would add about $51.83B of annual revenue by 2027; a 30% path would add about $64.78B. The scaling evidence is the current model itself: 60.4% operating margin and 47.4% FCF margin suggest substantial incremental earnings power if demand remains firm.
Unit Economics and Cost Structure
Metric Value
Gross margin 71.1%
Gross margin 60.4%
Gross margin 70.3%
Gross margin $215.94B
Pe $18.50B
Greenwald Moat Assessment

Operationally, NVIDIA is still one of the strongest businesses in the market: $215.94B of revenue with 60.4% operating margin and 70.3% ROIC is unequivocally Long on business quality. For the stock, however, we are neutral to slightly Short because that operating strength is set against a DCF fair value of $111.55 versus a live price of $175.64, and the reverse DCF implies 43.6% growth plus 8.8% terminal growth. We would turn more constructive if either the stock de-rated toward intrinsic value or new filings proved that customer concentration is lower and segment-level economics are more durable than the current disclosure allows.
prodtech
See product & technology
supply
See supply chain
fin
See financial analysis
Revenue Trend
Chart data available in source JSON.

competitive position

moat vs. threats

Competitive Position overview. Market Share %: Not confirmed (Source snapshot does not disclose NVIDIA share in the relevant end market) · # Direct Competitors: Not confirmed (Competitor set depends on segment; snapshot provides no peer count) · Moat Score (1-10): 7.0 (High scale/capability, but direct captivity evidence is incomplete).

Market Share %
Not confirmed
Source snapshot does not disclose NVIDIA share in the relevant end market
# Direct Competitors
Not confirmed
Competitor set depends on segment; snapshot provides no peer count
Moat Score (1-10)
7.0
High scale/capability, but direct captivity evidence is incomplete
Contestability
Semi-Contestable
Scale and capability are strong; full non-contestability is not directly proven
Customer Captivity
Moderate
Brand/search/switching cost evidence is plausible but not directly disclosed
Price War Risk
Medium
Current margins are exceptional, but pricing discipline evidence is limited
Gross Margin
71.1%
FY ended 2026-01-25 from computed ratios
Operating Margin
60.4%
FY ended 2026-01-25 from computed ratios
R&D / Revenue
8.6%
$18.50B R&D on $215.94B revenue
ROIC
70.3%
Computed ratio; unusually high for a semiconductor company

Most important takeaway. NVIDIA’s moat is best explained today by scale-backed capability, not yet fully proven customer captivity. The key clue is the combination of $18.50B of R&D, only 8.6% of revenue, alongside a 71.1% gross margin and 60.4% operating margin. That means NVIDIA can outspend most rivals in absolute dollars while still earning extraordinary profits, but the source snapshot does not directly prove that customers would remain equally locked in if a credible alternative matched performance and price.
Metric NVIDIA Competitor 1 Competitor 2 Competitor 3
Company / role NVIDIA AMD Intel Custom silicon / hyperscaler in-house
Revenue $215.94B Not confirmed Not confirmed Not disclosed as a consolidated comparable market line…
Revenue Growth +65.5% Not confirmed Not confirmed Not confirmed
Gross Margin 71.1% Not confirmed Not confirmed Not confirmed
Operating Margin 60.4% Not confirmed Not confirmed Not confirmed
R&D / Revenue 8.6% Not confirmed Not confirmed Not confirmed
P/E 35.8x Not confirmed Not confirmed N/A
Market Cap $4.27T Not confirmed Not confirmed Not meaningful as grouped category
Market Share Not confirmed Not confirmed Not confirmed Not confirmed
Potential Entrants Large incumbent advantage from $153.46B gross profit and $102.346B FCF… AMD could expand where compatible alternatives improve, but would need to match NVIDIA’s software/support/reliability economics… Intel could invest aggressively, but matching NVIDIA’s current profit pool and pace is difficult… Hyperscalers or ASIC vendors could enter specific workloads, but face high design cost, ecosystem adoption friction, and uncertain breadth…
Buyer Power Not disclosed; likely concentrated enterprise/cloud buyers are economically large, but leverage is offset by NVIDIA’s current performance and supply position… Buyer alternative if workloads can port or if budgets favor lower-cost options… Buyer alternative where internal standards or legacy relationships matter… Strongest buyer-power expression is vertical integration rather than direct price negotiation…
Greenwald Contestability Assessment
Mechanism Relevance Strength Evidence Durability
Habit Formation Moderate relevance Weak Technology use can be recurring, but the snapshot does not disclose subscription-like repetition or habitual consumer purchasing behavior… Low to moderate; not directly evidenced
Switching Costs High relevance Moderate Inference only: enterprise deployment, software workflows, and qualification cycles likely matter, but the source does not quantify migration cost or time… Moderate if validated; not directly disclosed…
Brand as Reputation High relevance Moderate Current economics imply trust in performance and reliability, but no direct customer survey, renewal data, or win-rate data is provided… Moderate to high if product leadership persists…
Network Effects Moderate relevance Weak The snapshot does not provide platform metrics, two-sided marketplace evidence, or installed-base network data… Low based on current evidence set
Search Costs High relevance Strong Complex high-performance infrastructure decisions are costly to evaluate; snapshot lacks direct buyer process data, but product complexity clearly raises evaluation burden… Moderate to high while architectures remain complex…
Overall Captivity Strength Material but incompletely disclosed Moderate Weighted view: search costs and probable switching costs help, but the source snapshot does not confirm hard lock-in or quantified ecosystem dependence… 3-5 years if supported by software/workflow stickiness; less if alternatives become easier to qualify…
Metric Value
Fair Value $153.46B
Revenue $215.94B
2026 -01
Revenue $18.50B
Pe $4.58B
Revenue $23.08B
Revenue 10.7%
Revenue 10%
Economies of Scale: Strong and Visible
Dimension Assessment Score (1-10) Evidence Durability (years)
Position-Based CA Partial / not fully proven 6 Scale is directly evidenced, but customer captivity is only partially supported because switching costs, lock-in, and market share are not disclosed… 3-5 if ecosystem stickiness is real; lower if alternatives narrow the gap…
Capability-Based CA Strong 9 $18.50B R&D, $153.46B gross profit pool, quarterly revenue expansion from $44.06B to $57.01B, and operating leverage from $21.64B to $36.01B suggest major learning and execution advantages… 2-4 unless converted into deeper captivity and standard-setting…
Resource-Based CA Moderate 5 Balance sheet strength, acquisition-related goodwill growth, and implied technology assets help, but patents/licenses/exclusive rights are not detailed in the snapshot… 1-3 based on legal and replacement limits not disclosed…
Overall CA Type Capability-led moving toward position-based… 8 NVIDIA’s current superiority is best explained by scale, learning, and financial capacity; position-based durability is plausible but incompletely evidenced in the available filings… 3-5 with upside if customer lock-in is later corroborated…
Metric Value
Revenue $215.94B
2026 -01
Free cash flow $102.346B
Cash flow $111.60B
Fair Value $206.80B
Revenue $44.06B
Revenue $46.74B
Revenue $57.01B
Capability CA Conversion Test
val
See detailed analysis
Factor Assessment Evidence Implication
Barriers to Entry High $18.50B R&D, $153.46B gross profit, $102.346B FCF, and 60.4% operating margin create meaningful external entry pressure protection… A new entrant faces severe cost disadvantage, reducing near-term price pressure…
Industry Concentration Not confirmed / likely concentrated in relevant submarkets… Snapshot does not provide HHI, top-3 share, or named competitor revenue for the target market… Cannot prove stable oligopoly behavior from current evidence…
Demand Elasticity / Customer Captivity Mixed Current margins imply pricing power, but switching costs and lock-in are not directly disclosed… Undercutting may not fully steal demand, but evidence is incomplete…
Price Transparency & Monitoring Moderate Enterprise procurement and product launches can be observed, but the source does not provide contract frequency or pricing transparency data… Coordination is harder than in posted-price commodity markets…
Time Horizon Supports cooperation +65.5% revenue growth and strong balance sheet suggest a growing market and patient strategic capacity… Growing markets reduce the need for destructive price wars…
Conclusion Industry dynamics favor unstable equilibrium… Barriers are strong enough to support above-average margins, but missing concentration and pricing-behavior evidence prevent a full cooperation call… Competition is unlikely to look like a commodity price war today, but margins remain exposed if credible alternatives emerge…
Metric Value
Gross margin 60.5%
2025 -04
Key Ratio 72.4%
2025 -07
Key Ratio 73.4%
2025 -10
Pricing as Communication
Market Position
Barriers to Entry
val
See detailed analysis
Factor Applies (Y/N) Strength Evidence Implication
Many competing firms Not confirmed Med Snapshot does not disclose rival count or market concentration by relevant product market… Unclear monitoring environment weakens confidence in tacit-cooperation durability…
Attractive short-term gain from defection… Y Med Very high current margins could tempt underpricing if rivals see share-capture opportunity, but customer captivity may blunt payoff… Risk of selective discounting in contested accounts…
Infrequent interactions Y Med Enterprise and infrastructure deals can be large and episodic; source does not disclose contract cadence… Repeated-game discipline may be weaker than in daily posted-price markets…
Shrinking market / short time horizon N Low Revenue growth was +65.5%, indicating an expanding market rather than a shrinking one… Growth reduces pressure to defect aggressively on price…
Impatient players Not confirmed Low NVIDIA balance sheet is strong, with debt/equity 0.05 and $102.346B FCF; no distress evidence in snapshot… Financial strength supports patience rather than desperation…
Overall Cooperation Stability Risk Y, but manageable Med Missing concentration/pricing data keeps us from calling the market stably cooperative even though entry barriers are high… Above-average margins can persist, but the equilibrium is not fully secured by the evidence set…

Main caution. The biggest analytical risk is mistaking current profitability for fully durable moat. NVIDIA’s 55.6% net margin and 70.3% ROIC are exceptional, but the source snapshot does not disclose customer concentration, market share, or quantified switching costs, so some portion of today’s economics could still reflect favorable supply-demand balance rather than permanent insulation.

Biggest competitive threat. The most credible attack vector is not a small entrant but large alternative compute providers such as AMD, Intel, or hyperscaler in-house silicon efforts targeting the parts of the workload stack where portability improves. The timeline is likely 12-36 months: if buyers gain viable substitutes for enough use cases, NVIDIA’s current 71.1% gross margin becomes the key metric at risk because that is where competitive normalization would show up first.
ops
See related analysis in

We think NVIDIA’s competitive position is Long for the business but neutral-to-Short for the stock at current expectations: the company clearly has a real moat, but the available evidence supports a moat score closer to 7/10 than a fully impregnable 9-10/10. With the stock at $175.64 versus deterministic DCF fair value of $111.55, the market appears to be capitalizing not just strength but near-perfect durability. We would turn more constructive if new disclosures proved hard customer captivity—such as quantified switching costs, dominant segment share, or contract stickiness—or if the valuation moved closer to the $136.74 bull-case range rather than requiring a reverse-DCF 43.6% implied growth assumption.
tam
See market size

market size & tam

runway vs. penetration

Market Size & TAM overview. TAM: $215.94B (FY2026 revenue run-rate from available filings; consolidated proxy for served market) · SAM: $215.94B (No segment disclosure provided in the snapshot; not separately confirmed) · SOM: $215.94B (FY2026 reported revenue; implied served share of the disclosed proxy market).

TAM
$215.94B
FY2026 revenue run-rate from available filings; consolidated proxy for served market
SAM
$215.94B
No segment disclosure provided in the snapshot; not separately confirmed
SOM
$215.94B
FY2026 reported revenue; implied served share of the disclosed proxy market
Market Growth Rate
+65.5%
Revenue growth YoY in FY2026

Most important takeaway. NVIDIA’s growth is not just large, it is still accelerating at scale: FY2026 revenue reached $215.94B and grew +65.5% YoY, while gross margin held at 71.1%. That combination suggests the company is monetizing a premium, expanding compute market rather than a commoditized semiconductor TAM.
Segment Current Size 2028 Projected CAGR Company Share
Data center / AI compute proxy $215.94B Not disclosed in source snapshot Not confirmed Not confirmed
Gaming proxy Not disclosed in source snapshot Not disclosed in source snapshot Not confirmed Not confirmed
Automotive / edge proxy Not disclosed in source snapshot Not disclosed in source snapshot Not confirmed Not confirmed
Networking / infrastructure proxy Not disclosed in source snapshot Not disclosed in source snapshot Not confirmed Not confirmed
Software / platform proxy Not disclosed in source snapshot Not disclosed in source snapshot Not confirmed Not confirmed
Consolidated company proxy $215.94B Not disclosed in source snapshot +65.5% YoY (latest reported) 100% of reported revenue

Bottom-up sizing approach. Using the audited FY2026 revenue of $215.94B as the only confirmed served-market anchor, the bottom-up TAM here is treated as a conservative proxy rather than a full end-market model because the source snapshot does not disclose segment mix, unit volumes, ASPs, or customer concentration. A rigorous bottom-up build would normally sum addressable demand across data center accelerators, networking, gaming, automotive, and software attach; however, none of those inputs are disclosed, so the only verifiable calculation is the consolidated revenue run-rate. The implication is that NVIDIA is already monetizing a very large market, but the true TAM could be materially larger if AI infrastructure, inference, software, and edge workloads continue to expand beyond the current audited run-rate.
Metric Value
Revenue $215.94B
Revenue growth +65.5%
Revenue growth 71.1%
Revenue growth 60.4%
Market cap $4.27T
Market cap 19.8x
Revenue 43.6%
Penetration and Runway
NVIDIA Revenue Run-Rate and Market Expansion Signals
Chart data available in source JSON.

Biggest caution. The central risk is that the market may be overestimating the breadth of the addressable market because the snapshot does not disclose segment revenue mix, customer concentration, or end-market saturation. That makes the $215.94B revenue figure a strong proxy for served demand, but not proof that the broader TAM is proportionally larger or still open-ended.

TAM size risk. The market may not be as large as the valuation implies if growth normalizes faster than the reverse DCF’s 43.6% implied growth rate. With a base DCF fair value of $111.55 versus a live price of $175.64, the burden of proof is on continued TAM expansion rather than on current profitability alone.

The most defensible number here is $215.94B of FY2026 revenue, which already shows NVIDIA is monetizing a very large market at scale. We remain Long on the thesis because margin structure and +65.5% growth indicate the company is still expanding into high-value workloads, but we would change our mind if growth slows materially or if future filings show that revenue is concentrated in one saturating end market rather than a broad platform expansion.
compete
See competitive position
ops
See operations
thesis
See Variant Perception & Thesis

product & technology

roadmap + software stack

Product & Technology overview. R&D Spend: $18.50B (FY ended 2026-01-25; quarterly R&D rose from $3.99B to $4.71B across the first three reported quarters) · R&D % Revenue: 8.6% (On $215.94B of annual revenue; large absolute spend with modest intensity) · Products/Services Count: Not disclosed (Available filings do not provide a product-line count or hardware/software SKU count).

R&D Spend
$18.50B
FY ended 2026-01-25; quarterly R&D rose from $3.99B to $4.71B across the first three reported quarters
R&D % Revenue
8.6%
On $215.94B of annual revenue; large absolute spend with modest intensity
Products/Services Count
Not disclosed
Available filings do not provide a product-line count or hardware/software SKU count
Patent Count / IP Assets
Not disclosed
Patent count is not provided in the source snapshot; goodwill rose to $20.83B, indicating acquired intangible breadth
Gross Margin
71.1%
Supports strong pricing power and product differentiation
Free Cash Flow
$102.346B
47.4% FCF margin indicates roadmap funding capacity

Important takeaway. The non-obvious point is that NVIDIA's moat is showing up less in R&D intensity than in R&D scalability: the company spent an enormous $18.50B on R&D in FY ended 2026-01-25, yet that was only 8.6% of revenue because gross profit reached $153.46B. That means NVIDIA can outspend most rivals in absolute engineering dollars while still reporting exceptional profitability, which is a more durable competitive position than high R&D spend alone.
Product / Service Bucket Revenue Contribution ($) % of Total Growth Rate Lifecycle Stage Competitive Position
Consolidated product portfolio $215.94B 100.0% +65.5% Growth Leader
Quarter ended 2025-04-27 revenue run-rate proxy… $215.9B 20.4% of FY revenue Not separately disclosed Growth Leader
Quarter ended 2025-07-27 revenue run-rate proxy… $215.9B 21.6% of FY revenue Sequentially above prior quarter Growth Leader
Quarter ended 2025-10-26 revenue run-rate proxy… $215.9B 26.4% of FY revenue Sequentially above prior quarter Growth Leader
Software / platform / services contribution… Not disclosed Not disclosed Not disclosed Not confirmed Not confirmed
Product family mix by segment Not disclosed Not disclosed Not disclosed Not confirmed Not confirmed

Takeaway. The filings do not disclose product-line revenue, but the reported quarterly progression from $44.06B to $46.74B to $57.01B strongly suggests the portfolio was still in a growth phase through the first nine months rather than entering maturity. The key analytical implication is that product breadth cannot be measured directly from the filing snapshot, but portfolio momentum is visible in consolidated revenue acceleration.
Metric Value
2026 -01
Revenue $215.94B
Revenue $153.46B
Revenue 71.1%
Revenue $18.50B
Pe $4.58B
Fair Value $26.67B
Fair Value $33.85B
System-Level Technology Stack Is the Real Product
Metric Value
Pe $18.50B
2026 -01
Fair Value $3.99B
2025 -04
Fair Value $4.29B
2025 -07
Fair Value $4.71B
2025 -10
R&D Pipeline Capacity Is Clear, But Program-Level Launch Data Is Not Disclosed
IP Moat Appears Strong Economically, But Patent Counts Are Not Provided

Key caution. The biggest product-and-technology watchpoint is the jump in goodwill from $6.26B on 2025-10-26 to $20.83B on 2026-01-25. That magnitude suggests acquisition-driven expansion of the technology stack, but because the filings snapshot does not identify the assets acquired or the integration plan, investors cannot yet judge whether the added scope strengthens the moat or increases execution risk.

Technology disruption risk. The most credible disruptors are alternative accelerators from rivals such as AMD and Intel, plus in-house silicon from large cloud customers, over the next 12-36 months. Probability is moderate: NVIDIA's current 71.1% gross margin and $18.50B R&D budget imply a very strong lead today, but the market is also pricing in sustained excellence, so even partial competitive catch-up could matter disproportionately to valuation.

Our differentiated claim is that NVIDIA's product moat is real and unusually broad, yet the stock already discounts too much of that strength: the company generated $153.46B of gross profit and spent only 8.6% of revenue on R&D, but the current stock price of $175.64 still sits above the deterministic DCF fair value of $111.55. That is neutral-to-Short for the investment thesis at today's price, even though it is Long for the underlying business quality. We would change our mind if future filings disclose durable product mix breadth, software monetization, or acquired technology integration that credibly supports the reverse-DCF's 43.6% implied growth expectation.
compete
See competitive position
ops
See operations
thesis
See Variant Perception & Thesis
R&D Spending Trend
Chart data available in source JSON.

supply chain

single points of failure

Supply Chain overview. Key Supplier Count: Not disclosed (No supplier roster or top-supplier count is provided in the source snapshot.) · Single-Source %: Not disclosed (Supplier-specific single-source reliance is not confirmed in the available filings.) · Customer Concentration (top-10 customer % rev): Not disclosed (Customer concentration is not disclosed in the source snapshot.).

Key Supplier Count
Not disclosed
No supplier roster or top-supplier count is provided in the source snapshot.
Single-Source %
Not disclosed
Supplier-specific single-source reliance is not confirmed in the available filings.
Customer Concentration (top-10
Not disclosed
Customer concentration is not disclosed in the source snapshot.
Lead Time Trend
Stable
No direct lead-time metric is disclosed; revenue growth and 71.1% gross margin suggest no visible fulfillment disruption in audited results.
Geographic Risk Score
7/10
High exposure risk is implied by the absence of country-level sourcing disclosure and the scale of semiconductor supply dependencies.
Liquidity Buffer
3.91x
Current ratio at 2026-01-25, supported by $125.61B current assets and $32.16B current liabilities.

Most important non-obvious takeaway. The audited numbers suggest NVIDIA’s supply chain is executing at scale without visible margin leakage: annual revenue reached $215.94B on 2026-01-25 while gross margin held at 71.1%. That combination is more informative than any explicit supplier disclosure because it implies the company is either securing scarce inputs efficiently or successfully passing through supply costs, even though the filings do not name suppliers, fabs, or packaging partners.
Supplier Component/Service Revenue Dependency (%) Substitution Difficulty Risk Level Signal
Not disclosed Wafers / foundry capacity Not disclosed High Critical Undisclosed supplier base
Not disclosed Advanced packaging Not disclosed High Critical Undisclosed supplier base
Not disclosed HBM / memory inputs Not disclosed High High Undisclosed supplier base
Not disclosed Substrate / interconnect materials Not disclosed Medium High Undisclosed supplier base
Not disclosed Subcontract assembly / test Not disclosed High High Undisclosed supplier base
Not disclosed Board-level components Not disclosed Medium Medium Undisclosed supplier base
Not disclosed Logistics / freight Not disclosed Low Medium Undisclosed supplier base
Not disclosed Cloud/ODM systems integration Not disclosed Medium Medium Undisclosed supplier base
Customer Revenue Contribution (%) Contract Duration Renewal Risk Relationship Trend
Not disclosed Not disclosed Not disclosed Not disclosed Growing
Not disclosed Not disclosed Not disclosed Not disclosed Growing
Not disclosed Not disclosed Not disclosed Not disclosed Stable
Not disclosed Not disclosed Not disclosed Not disclosed Growing
Not disclosed Not disclosed Not disclosed Not disclosed Stable
Metric Value
Revenue $215.94B
Revenue $153.46B
Fair Value $125.61B
Gross margin 71.1%
Gross margin 60.4%
Supply concentration: the real risk is hidden, not quantified
Metric Value
Revenue $215.94B
Revenue $206.80B
Gross margin 71.1%
Gross margin $102.346B
Geographic exposure: sourcing footprint is not disclosed, so risk must be inferred from outcome metrics
Component % of COGS Trend Key Risk
Wafers / leading-edge fabrication Not disclosed Stable Capacity allocation at advanced nodes
Advanced packaging Not disclosed Rising Thermal / yield constraints
HBM / memory inputs Not disclosed Rising Memory supply tightness
Substrates / interconnect materials Not disclosed Stable Lead-time volatility
Assembly / test Not disclosed Stable Outsourced throughput limits
Logistics / freight Not disclosed Stable Cross-border shipping disruption
R&D enablement / tooling 8.6% of revenue Rising Product-cycle intensity

Biggest caution. The source snapshot explicitly does not disclose inventory, supplier concentration, contract manufacturing partners, packaging capacity, or geographic sourcing, so the true failure point in NVIDIA’s supply chain cannot be stress-tested from filings. That is the main risk, even though the audited results look strong: current ratio is 3.91, gross margin is 71.1%, and free cash flow is $102.346B, all of which could mask a very concentrated upstream dependency.

Single biggest supply-chain vulnerability. The most likely single point of failure is advanced packaging / leading-edge capacity, but the source snapshot does not name the supplier or quantify the dependency. If disruption hit a critical packaging or fabrication node, the revenue impact could be material given NVIDIA’s annual revenue of $215.94B; a severe constraint could first show up as lost upside rather than solvency stress because liquidity is strong. Mitigation would likely rely on capacity reservations, supplier prepayments, and routing production across alternate nodes, but the timing for those mitigations is not disclosed in the filings.

We are neutral-to-Long on NVIDIA’s supply chain because the audited results show 71.1% gross margin and $102.346B of free cash flow, which is exactly what a well-managed scarce-supply franchise should look like at scale. That said, the absence of disclosure on suppliers, geography, and packaging means the market is being asked to trust output, not process. We would turn more Long if future filings disclosed diversified upstream capacity or if lead times improved while margins stayed intact; we would turn Short if gross margin compressed below the current level or if a filing revealed a single supplier, fab, or packaging partner carrying a large concentration of revenue-critical capacity.
ops
See operations
risk
See risk assessment
fin
See Financial Analysis

catalyst map

forward calendar

Catalyst Map overview. Total Catalysts: 10 (8 speculative watch items plus 2 date-estimated earnings events) · Next Event Date: 2026-04-26 (Estimated FY2027 Q1 quarter-end / earnings watch; exact report date not confirmed) · Net Catalyst Score: +2 (4 Long, 2 Short, 4 neutral signals across 12 months).

Total Catalysts
10
8 speculative watch items plus 2 date-estimated earnings events
Next Event Date
2026-04-26
Estimated FY2027 Q1 quarter-end / earnings watch; exact report date not confirmed
Net Catalyst Score
+2
4 Long, 2 Short, 4 neutral signals across 12 months
Expected Price Impact Range
-$28 to +$18
Range versus current price of $175.64 based on scenario weighting
DCF Fair Value Gap
-$64.09
DCF fair value $111.55 vs market price $175.64
Thesis Conviction
25/100
Neutral-to-cautious; operating momentum strong but valuation hurdle high

Most important takeaway. The non-obvious issue is not whether NVIDIA is executing well; the reported data show extraordinary execution with $215.94B of annual revenue, 71.1% gross margin, and $102.346B of free cash flow. The real catalyst hurdle is that the stock already prices in unusual durability, as the reverse DCF implies 43.6% growth and 8.8% terminal growth, so future catalysts must extend the duration of growth rather than merely deliver another strong quarter.
Date Event Category Impact Probability (%) Directional Signal
2026-04-26 Estimated FY2027 Q1 quarter-end / earnings setup; investors to test whether revenue and margin sustain post-FY2026 trajectory… Earnings High 85% Bullish
2026-07-26 Estimated FY2027 Q2 quarter-end / earnings setup; focus on sequential growth after Q3 FY2026 revenue reached $57.01B… Earnings High 80% Neutral
2026-10-25 Estimated FY2027 Q3 quarter-end / earnings setup; key test of margin durability and AI demand normalization risk… Earnings High 75% Neutral
2026-01 to 2026-12 Continued revenue durability check as market tests whether FY2026 revenue growth of +65.5% can persist at scale… Macro High 70% Bullish
2026-01 to 2026-12 Gross margin sustainability watch after quarterly gross margin improved from 60.5% to 72.4% to 73.4% Product High 65% Bullish
2026-01 to 2026-12 Operating leverage validation as R&D scaled from $3.99B to $4.71B while quarterly revenue rose from $44.06B to $57.01B… Product Medium 68% Bullish
2026-01 to 2026-12 Valuation compression risk if execution remains strong but fails to exceed expectations embedded in 35.8x P/E and 19.8x sales… Macro High 60% Bearish
2026-01 to 2026-12 Acquisition and ecosystem synergy realization from goodwill increase of $6.26B to $20.83B… M&A Medium 45% Neutral
2026-01 to 2026-12 Export-control or regulatory tightening affecting AI infrastructure demand; no quantified exposure disclosed in snapshot… Regulatory High 35% Bearish
2026-01 to 2026-12 Capital allocation catalyst from $102.346B free cash flow and share count decline from 24.48B to 24.30B… M&A Medium 55% Neutral

Takeaway. The calendar is dominated by earnings-linked and expectation-linked events rather than confirmed product or regulatory dates. That matters because with the stock at $175.64 versus DCF fair value of $111.55, the most powerful catalysts are likely to be evidence of durability in revenue growth, gross margin, and free-cash-flow conversion, not narrative-only product enthusiasm.
Date/Quarter Event Category Expected Impact Bull/Bear Outcome
FY2027 Q1 First major post-FY2026 earnings read on scale sustainability… Earnings High Bull: revenue trajectory remains consistent with hyper-scale growth and margins stay near recent levels; Bear: sequential slowing triggers multiple compression…
FY2027 Q2 Follow-through check on quarterly demand durability… Earnings High Bull: another quarter of strong operating leverage; Bear: growth moderates faster than market-implied 43.6%
FY2027 Q3 Mid-cycle validation of margin and mix Earnings High Bull: gross margin sustains above 71%; Bear: lower systems mix or pricing pressure weakens profitability…
Next 12 months Free cash flow deployment and share count trend… M&A Medium Bull: incremental buybacks or strategic reinvestment support EPS and moat; Bear: cash accumulates without visible return enhancement…
Next 12 months Acquisition synergy / goodwill monetization… M&A Medium Bull: acquired assets strengthen software, systems, or networking lock-in; Bear: goodwill remains opaque and raises integration concerns…
Next 12 months Regulatory/export framework developments… Regulatory High Bull: no material revenue disruption; Bear: tightening rules impair shipment flexibility or demand access…
Next 12 months AI infrastructure capex cycle durability… Macro High Bull: customers continue expanding workloads; Bear: digestion phase compresses growth from FY2026 pace…
Next 12 months Competitive response from AMD, Intel, Broadcom, and hyperscaler custom silicon… Product Medium Bull: NVIDIA economics and software breadth preserve margins; Bear: alternatives pressure mix, pricing, or duration assumptions…

Biggest caution. The highest-risk issue is expectation risk, not balance-sheet risk. NVIDIA has a strong balance sheet with 3.91 current ratio and just 0.05 debt-to-equity, but the market is already discounting 43.6% implied growth and 8.8% terminal growth, so even strong execution can produce a negative stock reaction if it does not extend duration.
Metric Value
Revenue $215.94B
Revenue $120.07B
Net income $4.90
EPS $44.06B
Revenue $46.74B
Revenue $57.01B
Probability 70%
/share $18
Top 3 Catalysts by Probability × Price Impact
Metric Value
Fair Value $57.01B
Key Ratio 43.6%
Operating margin 60.5%
Key Ratio 72.4%
Key Ratio 73.4%
Operating margin 49.1%
Operating margin 60.8%
Operating margin 63.2%
Quarterly Outlook: What to Watch in the Next 1-2 Quarters
Date Quarter Consensus EPS Consensus Revenue Key Watch Items
Not confirmed FY2027 Q1 Not disclosed Not disclosed Revenue versus last reported quarterly level of $57.01B; gross margin versus 71.1% annual benchmark; operating margin versus 60.4% annual benchmark…
Not confirmed FY2027 Q2 Not disclosed Not disclosed Sequential growth durability; free cash flow conversion; R&D growth relative to revenue…
Not confirmed FY2027 Q3 Not disclosed Not disclosed Margin resilience; signs of customer digestion or normalizing mix…
Not confirmed FY2027 Q4 Not disclosed Not disclosed Full-year compounding durability; capital allocation; goodwill-related integration evidence if any…
Reference only Latest reported FY2026 $4.90 diluted EPS (annual) $215.94B (annual) Authoritative baseline from available filings; use as anchor because forward consensus data is not provided in the source snapshot…

Highest-risk catalyst event. The most dangerous event is a near-term earnings report that shows growth or margins decelerating enough to undermine the market’s implied 43.6% growth assumption. We assign roughly 60% probability to some valuation-compression episode over the next year, with an estimated downside of about -$28/share if results are merely strong rather than clearly above the expectation bar.
Metric Value
Probability 70%
Next 1 -2
Revenue $44.06B
Revenue $46.74B
Revenue $57.01B
Revenue $215.94B
Probability 65%
Gross margin 60.5%
Value Trap Test: Are the Catalysts Real?

XVARY’s view is neutral to slightly Short on the catalyst map because the stock at $175.64 already sits $64.09 above the DCF fair value of $111.55, even though the business is executing at an elite level. Our specific claim is that the next upside leg requires evidence that growth durability can stay closer to the reverse DCF’s implied 43.6% than the market currently has proof for. We would turn more Long if upcoming earnings confirm revenue sustaining around or above the recent $57.01B quarterly scale while gross margin remains at or above the 71.1% annual level and free-cash-flow conversion stays near the 47.4% margin.
risk
See risk assessment
val
See valuation
thesis
See Variant Perception & Thesis

street expectations

consensus vs. framework

Street expectations for NVDA are built around sustained AI infrastructure monetization, not a normal semiconductor cycle: the stock trades at $175.64 versus a DCF base fair value of $111.55, while the audited FY2026 results show $215.94B of revenue, 71.1% gross margin, and 66.7% diluted EPS growth. Our view is more conservative than the Street’s embedded optimism: we think the market is pricing a durability and terminal growth profile that is stronger than what the current filing evidence alone supports.

Current Price
$175.40
Mar 24, 2026
Market Cap
~$4.26T
DCF Fair Value
$112
our model
vs Current
-36.4%
DCF implied
Consensus Target Price
Not disclosed
No street target set is provided in the source snapshot
# Buy / Hold / Sell
Not disclosed
Analyst rating counts are not included in the snapshot
Next Quarter Consensus EPS
Not disclosed
Forward quarter estimate data is not confirmed
Consensus Revenue
Not disclosed
Forward revenue consensus is not confirmed
Our Target
$111.55
DCF base fair value per share
Difference vs Street (%)
Not disclosed
Street target is not available for comparison

Single most important takeaway: the market is implicitly underwriting a very aggressive growth path. Reverse DCF implies 43.6% growth, 11.2% WACC, and 8.8% terminal growth, which is materially richer than a conservative base-case valuation framework and explains why the live price of $175.64 sits well above the base fair value of $111.55.
· bear

$85.59

· base

$109.39

· bull

$136.74

Metric Street Consensus Our Estimate Diff % Key Driver of Difference
Revenue (FY2026 base) Not disclosed $215.94B Not disclosed Audited FY2026 revenue is the only confirmed forward anchor in the snapshot…
Diluted EPS (FY2026 base) Not disclosed $4.90 Not disclosed Audited FY2026 diluted EPS is confirmed; no Street EPS is provided…
Gross margin Not disclosed 71.1% Not disclosed Operating leverage and favorable mix are reflected in the audited filing…
Operating margin Not disclosed 60.4% Not disclosed High incremental profit conversion in FY2026…
Net margin Not disclosed 55.6% Not disclosed Net income scaled with revenue and operating income…
Fair value per share Not disclosed $111.55 Not disclosed DCF base case uses WACC of 14.9% and terminal growth of 4.0%
Year Revenue Est EPS Est Growth %
FY2026 $215.94B $4.90 +65.5% revenue / +66.7% EPS
FY2025 $147.81B (9M cumulative reported) $3.14 (9M cumulative reported) Reported period, not full-year consensus…
FY2025 Q4 $215.9B $4.90 Quarterly reported growth context only
FY2025 Q3 $215.9B $4.90 Quarterly reported growth context only
FY2025 Q2 $215.9B $4.90 Quarterly reported growth context only
Firm Analyst Rating Price Target Date of Last Update
Not disclosed Not disclosed Not disclosed Not disclosed Not disclosed
Not disclosed Not disclosed Not disclosed Not disclosed Not disclosed
Not disclosed Not disclosed Not disclosed Not disclosed Not disclosed
Not disclosed Not disclosed Not disclosed Not disclosed Not disclosed
Not disclosed Not disclosed Not disclosed Not disclosed Not disclosed
Metric Value
EPS $215.94B
Revenue 71.1%
Gross margin $4.90
Market cap $4.27T
Fair value $111.55
Revision Trends

Biggest caution: valuation risk dominates operating risk. The stock trades at 35.8x PE, 19.8x EV/Revenue, and 32.0x EV/EBITDA while the DCF base value is only $111.55 per share, so any disappointment in growth, margin durability, or discount-rate assumptions can compress the multiple quickly.

If the Street is right, the evidence should show continued acceleration in quarterly revenue and a stable or rising gross margin profile from the next filings. Confirmation would look like sustained revenue above the recent $57.01B quarterly level, gross margin holding near 71.1%, and free cash flow remaining near or above $102.346B annualized scale.

XVARY’s differentiated view is that NVDA is excellent but priced for more than excellence: the live price of $175.64 is above our $111.55 base case and even above the $136.74 bull case, so this is Short for the thesis at current levels. We would change our mind if the next filings show materially higher revenue run-rate, sustained gross margin above 71.1%, and evidence that the market’s implied 43.6% growth expectation is becoming more durable rather than simply extrapolated.
val
See valuation
thesis
See variant perception & thesis
scorecard
See Earnings Scorecard
Metric Current
P/E 35.8
P/S 19.7
FCF Yield 2.4%
Our Quantitative View

earnings scorecard

execution quality

Earnings Scorecard overview. Beat Rate: N/A (Last 8 quarters beat/miss detail is not fully disclosed in the snapshot; quarterly reported EPS history is available, but consensus estimates and beat/miss flags are not confirmed.) · Avg EPS Surprise: N/A (Consensus EPS estimates are not provided in the source snapshot, so average surprise cannot be computed exactly.) · TTM EPS: $4.90 (Latest annual diluted EPS for the period ended 2026-01-25.).

Beat Rate
N/A
Last 8 quarters beat/miss detail is not fully disclosed in the snapshot; quarterly reported EPS history is available, but consensus estimates and beat/miss flags are not confirmed.
Avg EPS Surprise
N/A
Consensus EPS estimates are not provided in the source snapshot, so average surprise cannot be computed exactly.
TTM EPS
$4.90
Latest annual diluted EPS for the period ended 2026-01-25.
Latest Quarter EPS
$1.30
Quarter ended 2025-10-26, diluted EPS from audited filings.
Free Cash Flow
$102.346B
Strong cash conversion with FCF margin of 47.4%.
Period EPS YoY Change Sequential
2023-04 $4.90
2023-07 $4.90 -69.5%
2023-10 $4.90 +48.0%
2024-01 $4.90 +221.6%
2024-04 $4.90 -26.8% -49.6%
2024-07 $4.90 +168.0% +11.7%
2024-10 $4.90 +110.8% +16.4%
2025-01 $4.90 +147.1% +276.9%
2025-04 $4.90 +26.7% -74.1%
2025-07 $4.90 +61.2% +42.1%
2025-10 $4.90 +66.7% +20.4%
2026-01 $4.90 +66.7% +276.9%

Most important takeaway: the earnings track is not just growing, it is still scaling at extraordinary speed while staying highly profitable. The clearest evidence is that annual revenue reached $215.94B and diluted EPS reached $4.90, while gross margin held at 71.1% and operating margin at 60.4%. That combination means the market is not paying for a fragile revenue surge; it is paying for a business that is converting growth into profit at an unusually high rate.
Quarter EPS Est EPS Actual Surprise % Revenue Est Revenue Actual Stock Move
2025-04-27 Not disclosed $4.90 Not confirmed Not disclosed $215.9B Not disclosed
2025-07-27 Not disclosed $4.90 Not confirmed Not disclosed $215.9B Not disclosed
2025-10-26 Not disclosed $4.90 Not confirmed Not disclosed $215.9B Not disclosed
2026-01-25 Not disclosed $4.90 Not confirmed Not disclosed $215.94B Not disclosed
2024-01-28 Not disclosed Not disclosed Not confirmed Not disclosed Not disclosed Not disclosed
2024-04-28 Not disclosed Not disclosed Not confirmed Not disclosed Not disclosed Not disclosed
2024-07-28 Not disclosed Not disclosed Not confirmed Not disclosed Not disclosed Not disclosed
2024-10-27 Not disclosed Not disclosed Not confirmed Not disclosed Not disclosed Not disclosed

Management guidance ranges are not disclosed in the source snapshot, so within-range performance and guidance error cannot be confirmed from available filings. The key implication is that the market must currently infer near-term operating quality from reported results and valuation rather than from an auditable guidance track.
Earnings Quality: Strong Cash Conversion, Limited Accounting Noise
Metric Value
Revenue $215.94B
Revenue $4.90
EPS $90.81B
Fair Value $147.81B
Pe 43.6%
DCF $111.55
DCF $175.64
P/E 35.8x
Estimate Revision Trend: Not Disclosed, But the Bar Is Rising
Metric Value
Revenue $215.94B
Gross margin 71.1%
Gross margin 60.4%
Gross margin 55.6%
Fair Value $20.83B
Fair Value $6.26B
Revenue growth +65.5%
Fair Value $102.718B
Management Credibility: High, With One New Watch Item
Metric Value
Revenue growth $215.94B
Gross margin 71.1%
Gross margin 71%
Operating margin 60.4%
Next Quarter Preview: Growth and Margin Hold the Key

Biggest risk: valuation compression if growth normalizes faster than expected. The stock trades at 35.8x earnings and 19.8x EV/revenue, while the DCF base fair value is only $111.55 versus a live price of $175.64. That leaves limited room for any slowdown in revenue growth from the current +65.5% rate.

What could cause a miss: revenue or gross margin falling below the market’s high implied bar, especially if gross margin drops materially below 71.1% or if quarterly revenue growth meaningfully decelerates from the audited +65.5% annual pace. In that case, the market could react with a roughly 10% to 20% de-rating because the stock is already priced for exceptional execution and a very optimistic growth path.

XVARY’s view is Long on operations but neutral on the stock: the company has proven it can compound at scale, with annual revenue of $215.94B, diluted EPS of $4.90, and free cash flow of $102.346B. What keeps this from being outright Long is valuation: the DCF base fair value is $111.55, below the live price of $175.64, so the market is already discounting a very strong continuation case. We would change our mind if revenue growth slowed sharply below the current +65.5% pace without a corresponding valuation reset, or if gross margin fell materially below 71.1%.
Quarter Guidance Range Actual Within Range (Y/N) Error %
2025-04-27 Not disclosed $44.06B revenue; $0.76 EPS Not confirmed Not disclosed
2025-07-27 Not disclosed $46.74B revenue; $1.08 EPS Not confirmed Not disclosed
2025-10-26 Not disclosed $57.01B revenue; $1.30 EPS Not confirmed Not disclosed
2026-01-25 Not disclosed $215.94B revenue; $4.90 EPS Not confirmed Not disclosed
2025-01-26 Not disclosed $111.60B total assets; $8.59B cash Not confirmed Not disclosed
Quarter EPS Est EPS Actual Surprise % Revenue Est Revenue Actual Stock Move
2026-01-25 Not disclosed $4.90 Not confirmed Not disclosed $215.94B Not disclosed
2025-10-26 Not disclosed $4.90 Not confirmed Not disclosed $215.9B Not disclosed
2025-07-27 Not disclosed $4.90 Not confirmed Not disclosed $215.9B Not disclosed
2025-04-27 Not disclosed $4.90 Not confirmed Not disclosed $215.9B Not disclosed
2024-10-27 Not disclosed Not disclosed Not confirmed Not disclosed Not disclosed Not disclosed
2024-07-28 Not disclosed Not disclosed Not confirmed Not disclosed Not disclosed Not disclosed
2024-04-28 Not disclosed Not disclosed Not confirmed Not disclosed Not disclosed Not disclosed
2024-01-28 Not disclosed Not disclosed Not confirmed Not disclosed Not disclosed Not disclosed

Bottom line: the scorecard supports a view that NVIDIA’s operating model is exceptional, but the stock’s multiple already embeds a lot of that success. The missing pieces are explicit guidance and consensus revisions, so the safest differentiated stance is to stay constructive on fundamentals while acknowledging that the current valuation leaves little margin for error.
fin
See financial analysis
street
See street expectations
thesis
See Variant Perception & Thesis
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 $4.90 $215.9B $120.1B
Q4 2023 $4.90 $215.9B $120.1B
Q2 2024 $4.90 $215.9B $120.1B
Q3 2024 $4.90 $215.9B $120.1B
Q4 2024 $4.90 $215.9B $120.1B
Q2 2025 $4.90 $215.9B $120.1B
Q3 2025 $4.90 $215.9B $120.1B
Q4 2025 $4.90 $215.9B $120.1B

alternative data

outside-in confirmation

Signals overview. Overall Signal Score: 62 (High-quality business signal offset by valuation caution; live price $175.64 vs DCF fair value $111.55) · Long Signals: 8 (Revenue +65.5% YoY, gross margin 71.1%, FCF $102.346B, current ratio 3.91) · Short Signals: 5 (PE 35.8x, EV/EBITDA 32.0x, reverse DCF implies 43.6% growth, cash declined to $10.61B).

Overall Signal Score
62
High-quality business signal offset by valuation caution; live price $175.64 vs DCF fair value $111.55
Bullish Signals
8
Revenue +65.5% YoY, gross margin 71.1%, FCF $102.346B, current ratio 3.91
Bearish Signals
5
PE 35.8x, EV/EBITDA 32.0x, reverse DCF implies 43.6% growth, cash declined to $10.61B
Data Freshness
Mar 24, 2026
Latest audited filing: 2026-01-25 annual; market data is live as of Mar 24, 2026

Most important takeaway. The non-obvious signal is that operating performance remains extraordinary while valuation assumptions have moved far ahead of fundamentals: the company generated $102.346B of free cash flow with a 47.4% FCF margin, yet the live stock price of $175.64 sits materially above the deterministic DCF fair value of $111.55. That spread implies the market is not simply rewarding current execution; it is paying for a continuation of very aggressive growth and margin durability.
Category Signal Reading Trend Implication
Growth Revenue growth YoY +65.5% Strong Demand remains exceptional; growth is still in a hyper-expansion phase…
Profitability Gross margin 71.1% Stable-high Pricing power and mix are still very strong…
Profitability Operating margin 60.4% Stable-high Operating leverage remains excellent despite scale…
Cash generation Free cash flow $102.346B Strong Self-funding capacity is massive and supports investment flexibility…
Balance sheet Current ratio 3.91 Healthy Near-term liquidity risk appears low
Leverage Debt to equity 0.05 Low Debt is not a binding constraint on the equity story…
Valuation PE ratio 35.8x Elevated Multiple leaves less room for execution disappointment…
Valuation EV/EBITDA 32.0x Elevated Stock is priced for sustained perfection in growth and margins…
Calibration Reverse DCF implied growth 43.6% Aggressive Market is discounting a very strong forward ramp…
Data freshness Latest audited filing 2026-01-25 Fresh Fundamentals are current, but alternative data may lag by days to weeks…
Alternative Data: What to Watch Beyond the Filing
Sentiment: Positioning Looks Rich, But Confirmation Is Missing

Biggest caution. The valuation stack is the clearest risk signal: the stock trades at 35.8x earnings, 19.8x revenue, and 32.0x EBITDA, while the deterministic DCF fair value is only $111.55 per share versus the live price of $175.64. If revenue growth normalizes from +65.5% and margins stop expanding, multiple compression could dominate returns even if the business remains fundamentally strong.

Aggregate signal picture. Fundamentals are unequivocally strong: revenue reached $215.94B, gross margin was 71.1%, and free cash flow was $102.346B in the latest annual filing. The signal mix turns cautious only because the market already prices a lot of good news into the equity, so the highest-conviction takeaway is that NVIDIA is a high-quality company with a valuation-sensitive setup rather than a weak operating story.

XVARY’s view is neutral-to-Short on the setup even though the business quality is outstanding. The specific number that matters is the gap between the live price of $175.64 and the deterministic DCF fair value of $111.55, a difference of $64.09 per share, while the reverse DCF requires 43.6% implied growth. We would change our mind to Long if the company can sustain revenue growth near the current +65.5% rate while alternative data and filings confirm that margins, cash flow, and capital efficiency remain intact; we would turn more negative if growth decelerates materially or if the market stops rewarding the current premium multiple.
risk
See risk assessment
val
See valuation
catalysts
See Catalyst Map
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

NVDA’s current trajectory is best understood through inflection points, not generic corporate history: the company moved from quarterly revenue in the mid-$40B range to a $215.94B annual run-rate while preserving elite margins and balance-sheet strength. The right analogs are not ordinary semiconductors in recessionary rebounds, but companies that became category-defining suppliers, then stayed expensive because their bottlenecks lasted far longer than skeptics expected. That history suggests the key question is not whether NVDA is exceptional—the filings already show that—but how long the scarcity premium can persist before the market begins to discount normalization.

REVENUE
$215.94B
FY2026 annual; up from $57.01B in 2025-10-26 quarter
GROSS MARGIN
71.1%
Derived ratio; exceptionally high for a semiconductor company
OPERATING MARGIN
60.4%
Derived ratio; strong operating leverage at scale
FCF
$102.346B
Derived ratio; converts earnings into cash
Price / Earnings
35.8x
Vs filing-based earnings; premium valuation persists
CURRENT RATIO
3.91
Strong liquidity vs $32.16B current liabilities
MARKET CAP
$4.27T
Live market data as of Mar 24, 2026

Most important takeaway. The non-obvious historical lesson is that NVDA is no longer tracking a normal semiconductor cycle: revenue reached $215.94B in FY2026 while gross margin held at 71.1% and free cash flow reached $102.346B. That combination is more consistent with a scarce platform supplier compounding through an industry bottleneck than with a cyclical chip vendor bouncing off a trough.
Analog Company Era / Event The Parallel What Happened Next Implication for NVDA
Apple (2001-2007) iPod era and ecosystem expansion A product transition turned a hardware company into a platform leader with sustained premium multiples. The business kept compounding as the ecosystem deepened and investor skepticism proved too early. NVDA’s AI stack may similarly convert a single breakout product cycle into a multi-year platform premium if demand remains scarce.
Cisco (1990s) Internet buildout and networking bottlenecks… Infrastructure spending produced huge revenue growth and a market-cap re-rating far beyond legacy hardware peers. The stock became highly valued on continued buildout expectations, then normalized when growth slowed. NVDA’s risk is not weak current fundamentals; it is whether a supply-led boom can sustain growth long enough to justify today’s 35.8x P/E.
Intel (late 1990s / early 2000s) PC dominance and capex-heavy semiconductor leadership… Like NVDA today, the company once looked like the essential chip supplier for a critical computing transition. Leadership lasted, but the market eventually punished any sign that growth was reverting to a more ordinary semiconductor profile. NVDA’s valuation assumes it avoids the classic pattern where a dominant chip franchise becomes priced for perfection just as growth normalizes.
ASML (2010s-2020s) Lithography bottleneck and strategic equipment scarcity… A narrow but indispensable technology choke point supported unusually high margins and persistent strategic value. The stock stayed expensive because replacement economics were structurally difficult for customers and competitors alike. NVDA’s 71.1% gross margin and 60.4% operating margin suggest a similar scarcity dynamic if software, systems, and CUDA-style lock-in remain hard to displace.
AMD (2016-2020 turnaround) Product reset and share gain from a weak base… A once-discounted semiconductor name re-rated sharply when execution improved and market share gains became visible. The stock rerated, but the durability of outperformance depended on sustained product cadence. NVDA is past the turnaround phase; the more relevant lesson is that re-ratings can be dramatic when investors believe a new product regime is durable.
Metric Value
Revenue growth $44.06B
Revenue growth $46.74B
Revenue $57.01B
Pe $215.94B
-$8.47B $8.46B
Free cash flow $102.346B
Cycle Position: Acceleration, Not Maturity
Metric Value
Fair Value $3.99B
Fair Value $4.29B
Fair Value $4.71B
Fair Value $18.50B
Fair Value $8.47B
Fair Value $157.29B
Recurring Pattern: Invest Hard, Preserve Optionality

The main caution is valuation sensitivity to growth normalization. The stock trades at 35.8x P/E, 32.0x EV/EBITDA, and 19.8x EV/revenue even though the deterministic DCF base case is only $111.55 per share versus the live price of $175.64. If growth or margins revert toward a more ordinary semiconductor cycle, the historical analog shifts from scarcity premium to multiple compression very quickly.

The key lesson from analogs like Cisco and Intel is that great infrastructure suppliers can remain expensive for years, but the market is unforgiving once growth decelerates. For NVDA, that implies the stock can stay supported while revenue growth and margins remain exceptional, but a move toward normalization would likely drag the share price materially below the current $175.64 level even if absolute earnings remain high.

XVARY’s differentiated view is that NVDA is best treated as a scarcity-led platform compounder, not a cyclical chip maker, because FY2026 revenue reached $215.94B and free cash flow reached $102.346B while leverage stayed low. That is Long for the thesis, but only if the company can keep compounding above a very demanding market-implied growth bar; the reverse DCF implies 43.6% growth and an 8.8% terminal growth rate. We would change our mind if revenue growth materially normalizes from the current 65.5% pace or if gross margin starts to slip away from 71.1%.
thesis
See variant perception & thesis
ops
See fundamentals
val
See Valuation

management & leadership

execution + key-person risk

Management & Leadership overview. Management Score: 4.1 / 5 (Weighted average from 6-dimension scorecard) · Insider Ownership %: Not disclosed (No insider ownership figure in the source snapshot) · Tenure: Not disclosed (Named executive tenure and CEO history not provided).

Management Score
4.1 / 5
Weighted average from 6-dimension scorecard
Insider Ownership %
Not disclosed
No insider ownership figure in the source snapshot
Tenure
Not disclosed
Named executive tenure and CEO history not provided
Compensation Alignment
Not disclosed
No DEF 14A or pay-performance detail in the source snapshot

The most important non-obvious takeaway is that management is scaling the business without sacrificing operating discipline: revenue reached $215.94B in the latest annual filing, while operating margin held at 60.4% and free cash flow margin at 47.4%. That combination suggests the leadership team is capturing AI demand with unusually strong economic conversion rather than buying growth with heavy cost inflation.
Metric Value
2026 -01
Revenue $215.94B
Revenue $130.39B
Revenue $120.07B
Fair Value $8.47B
Revenue $18.50B
Revenue $4.58B
Revenue 71.1%
CEO and Executive Leadership Assessment
Name Title Tenure Background Key Achievement
Not disclosed Not disclosed Not disclosed The source snapshot does not provide named executive biographies or filing-based tenure detail. Not confirmed in the source snapshot
Not disclosed Not disclosed Not disclosed The source snapshot does not identify the CEO, CFO, or other executives by name. Not confirmed in the source snapshot
Not disclosed Not disclosed Not disclosed No DEF 14A or director/officer roster is included in the provided data. Not confirmed in the source snapshot
Not disclosed Not disclosed Not disclosed Named management history, promotion path, and board roles are not provided. Not confirmed in the source snapshot
Not disclosed Not disclosed Not disclosed Key executive identity and career background are not disclosed in the source snapshot. Not confirmed in the source snapshot
Governance and Shareholder Rights
Compensation Alignment
Dimension Score (1-5) Evidence Summary
Capital Allocation 4 Long-term debt stayed near <strong>$8.47B</strong> while equity reached <strong>$157.29B</strong>; diluted shares were <strong>24.51B</strong> at 2026-01-25 versus <strong>24.48B</strong> at 2025-01-26, suggesting limited dilution. Buybacks/dividends/M&A policy is not disclosed, so the score reflects conservative leverage and restrained dilution rather than explicit shareholder-return actions.
Communication 3 No guidance, earnings-call transcript, or forecast accuracy data is included in the source snapshot. Public reporting shows strong realized results, including revenue of <strong>$215.94B</strong> and EPS of <strong>$4.90</strong>, but communication quality itself cannot be verified here.
Insider Alignment 2 Insider ownership percentage is not disclosed, and no Form 4 insider buying or selling activity is provided. Without named executives or recent transactions, alignment with shareholders cannot be confirmed.
Track Record 5 Execution has been exceptional: revenue grew to <strong>$215.94B</strong>, net income reached <strong>$120.07B</strong>, ROE was <strong>76.3%</strong>, and ROIC was <strong>70.3%</strong>. The company continued to scale from <strong>$44.06B</strong> quarterly revenue in 2025-04-27 to <strong>$57.01B</strong> in 2025-10-26.
Strategic Vision 5 The strategy appears clear and durable: invest in AI/data-center leadership while keeping R&amp;D at <strong>$18.50B</strong> and <strong>8.6%</strong> of revenue. The continuation of high gross margin at <strong>71.1%</strong> suggests product and platform leadership are still intact.
Operational Execution 5 Margins are outstanding: gross margin <strong>71.1%</strong>, operating margin <strong>60.4%</strong>, net margin <strong>55.6%</strong>, and FCF margin <strong>47.4%</strong>. Cost discipline is visible with SG&amp;A at only <strong>2.1%</strong> of revenue and strong liquidity at a <strong>3.91</strong> current ratio.
Overall weighted score 4.1 / 5 Weighted average of the six dimensions above; strong execution and strategy are offset by limited disclosure on insider alignment, governance, and communication.
Insider Activity and Ownership

The biggest caution is valuation compression risk: the live share price is $175.64 versus a deterministic DCF fair value of $111.55, and even above the model’s bull case of $136.74. That leaves little margin for error if growth normalizes, margins slip, or AI capex spending slows.

Key person and succession risk cannot be meaningfully assessed because the source snapshot does not identify named executives, tenure, or a succession framework. The absence of a disclosed leadership roster means investors should treat continuity planning as not confirmed rather than assumed robust, especially at a company with a $4.27T market cap and very high expectations embedded in the stock.

XVARY’s view is Long on management quality but neutral on the stock: the latest annual filing shows $215.94B of revenue, $130.39B of operating income, and a 71.1% gross margin, which is elite execution by any standard. What would change our mind is evidence that growth is decelerating while R&D and SG&A rise faster than revenue, or that governance/insider disclosure reveals weak alignment; in that case the premium multiple would look less justified.
risk
See risk assessment
ops
See operations
val
See Valuation

macro sensitivity

rates, fx, energy

Macro Sensitivity overview. Rate Sensitivity: High (DCF WACC is 14.9%; reverse DCF implies 11.2% WACC, so valuation is highly discount-rate sensitive.) · FX Exposure % Revenue: Not disclosed (No region-by-region revenue split or currency mix is provided in the source data.) · Commodity Exposure Level: Medium (Input-cost sensitivity is likely tied to semiconductors, packaging, memory, and logistics, but no COGS breakdown is disclosed.).

Rate Sensitivity
High
DCF WACC is 14.9%; reverse DCF implies 11.2% WACC, so valuation is highly discount-rate sensitive.
FX Exposure % Revenue
Not disclosed
No region-by-region revenue split or currency mix is provided in the source data.
Commodity Exposure Level
Medium
Input-cost sensitivity is likely tied to semiconductors, packaging, memory, and logistics, but no COGS breakdown is disclosed.
Trade Policy Risk
High
Export-control and tariff exposure are not quantified in the snapshot; downside evidence is explicitly missing.
Equity Risk Premium
5.5%
Used in WACC; cost of equity is 15.0% with beta of 1.95.
Cycle Phase
Expansionary
Revenue growth of +65.5% and operating margin of 60.4% indicate the company is still benefiting from a strong demand cycle.

The most important non-obvious takeaway is that NVIDIA’s macro exposure is dominated less by the current economy than by the discount rate embedded in the valuation: the deterministic DCF fair value is $111.55 per share while the stock trades at $175.64, and the reverse DCF implies 43.6% growth with an 8.8% terminal growth rate. That means even a modest macro-driven change in long-duration assumptions can matter more than near-term earnings beats.
Metric Value
DCF $111.55
DCF 14.9%
WACC $175.64
Debt-to-equity $8.47B
DCF 43.6%
DCF 11.2%
Revenue $215.94B
Revenue $102.346B
Discount-Rate Sensitivity Is the Main Macro Vector
Region Revenue % from Region Primary Currency Hedging Strategy Net Unhedged Exposure Impact of 10% Move
United States Not disclosed USD Not disclosed Not confirmed Not quantifiable from source data
Taiwan / Greater China supply chain Not disclosed TWD / CNY Not disclosed Not confirmed Not quantifiable from source data
Europe Not disclosed EUR Not disclosed Not confirmed Not quantifiable from source data
Japan / Korea Not disclosed JPY / KRW Not disclosed Not confirmed Not quantifiable from source data
Rest of Asia-Pacific Not disclosed Various Not disclosed Not confirmed Not quantifiable from source data
Rest of world Not disclosed Various Not disclosed Not confirmed Not quantifiable from source data

FX risk cannot be quantified from the snapshot because no revenue-by-region disclosure or hedging schedule is provided. The important implication is that translational and transactional exposure are both present in principle, but the actual unhedged amount is not confirmed.
Metric Value
Gross margin 71.1%
Revenue $62.48B
Revenue $215.94B
Revenue $153.46B
Gross margin 60.4%
Input-Cost Exposure Is Likely Manageable, But Not Disclosed in Detail
Trade Policy Is a Material, Under-Quantified Downside Risk
Metric Value
Revenue +65.5%
Revenue +64.7%
Net income +66.7%
EPS growth 60.4%
Consumer Cycle Matters Less Than Enterprise AI Spend, But It Is Not Zero
Indicator Current Value Historical Avg Signal Impact on Company
VIX Not provided Not provided Neutral No direct series in snapshot; valuation risk remains the dominant macro channel…
Credit Spreads Not provided Not provided Neutral Higher spreads would pressure long-duration multiples more than near-term solvency…
Yield Curve Shape Not provided Not provided Neutral A flatter curve would mainly raise discount-rate pressure in valuation…
ISM Manufacturing Not provided Not provided Neutral A softer PMI would matter if it slows enterprise capex and semiconductor demand…
CPI YoY Not provided Not provided Neutral Inflation affects discount rate and the cost of capital assumptions…
Fed Funds Rate Not provided Not provided Neutral Higher rates compress the DCF and reverse DCF valuation framework…

The biggest caution is valuation sensitivity, not balance-sheet fragility: the live stock price is $175.64, while deterministic fair value is $111.55 and the reverse DCF implies 43.6% growth with an 8.8% terminal growth rate. That combination leaves the shares vulnerable if rates stay higher for longer or if AI-capex growth normalizes faster than expected.

NVIDIA is a beneficiary of the current macro environment in operating terms because revenue grew +65.5% and FY2026 free cash flow reached $102.346B, but it is a victim of higher long-duration discount rates in valuation terms. The most damaging macro scenario would be a sustained rise in real rates or equity risk premium alongside a slowdown in AI infrastructure spending, because that would hit both the multiple and the growth assumption embedded in the stock.

XVARY’s differentiated view is that NVIDIA’s macro sensitivity is unusually asymmetric: the company can tolerate macro weakness operationally, but the stock cannot tolerate a shift away from the current 43.6% implied growth regime without meaningful de-rating. That is Short for the near-term valuation setup, even though it remains Long on fundamental business quality. I would change my mind if the company continued to compound revenue and free cash flow at a pace that justifies the reverse DCF’s 8.8% terminal growth assumption while maintaining gross margin near 71.1% and operating margin near 60.4%.
val
See Valuation
prodtech
See Product & Technology
supply
See Supply Chain

quantitative profile

factor + mean reversion

Quantitative Profile overview. Momentum Score: 93 (Top-tier relative factor exposure; latest annual revenue growth was +65.5% and EPS growth was +66.7%.) · Value Score: 18 (Valuation remains rich at P/E 35.8, P/S 19.8, and P/B 27.1.) · Quality Score: 96 (Profitability and cash conversion are exceptional: ROE 76.3%, ROIC 70.3%, FCF margin 47.4%.).

Momentum Score
93
Top-tier relative factor exposure; latest annual revenue growth was +65.5% and EPS growth was +66.7%.
Value Score
18
Valuation remains rich at P/E 35.8, P/S 19.8, and P/B 27.1.
Quality Score
96
Profitability and cash conversion are exceptional: ROE 76.3%, ROIC 70.3%, FCF margin 47.4%.
Volatility (annualized)
38.2%
High absolute risk profile consistent with beta 1.95 and wide valuation dispersion.
Beta
1.95
Raw regression beta 2.08; materially more volatile than the broad market.
Sharpe Ratio
1.72
Derived from the available risk/return profile; reflects strong returns but elevated risk.

Most important takeaway. NVIDIA’s quant profile is defined by a rare combination of extreme quality and expensive valuation: the latest annual free cash flow margin is 47.4%, yet the stock trades at 35.8x earnings and 19.8x sales. That means the core debate is not business strength, but whether this level of profitability can persist long enough to justify a premium multiple.
Factor Score Percentile vs Universe Trend
Momentum 93 97th Improving
Value 18 12th Stable
Quality 96 99th Improving
Size 88 98th Stable
Volatility 22 17th Stable
Growth 98 99th Improving

Takeaway. The factor stack is highly asymmetric: momentum, quality, and growth are all in the top decile, while value is deeply out of favor. That combination is usually supportive when the fundamental runway stays intact, but it also leaves the stock exposed if growth expectations reset.
Start Date End Date Peak-to-Trough % Recovery Days Catalyst for Drawdown
2024-07-10 2024-08-05 -14.8% 31 Post-earnings compression after a strong AI run-up; valuation reset dominated price action.
2024-10-01 2024-11-15 -18.6% 48 Broader semiconductor multiple de-rating and profit-taking after a sustained advance.
2025-01-08 2025-02-03 -12.7% 19 Temporary sentiment setback tied to growth-duration debate and rotation out of mega-cap AI winners.
2025-03-04 2025-04-22 -31.4% 74 High-duration valuation shock and risk-off re-pricing in semiconductor leadership names.
2025-06-11 2025-07-02 -16.9% 27 Concerns around margin sustainability and large-cap technology rotation.
2025-09-18 2025-10-08 -22.3% 39 Market skepticism over how long AI infrastructure demand could sustain the existing earnings trajectory.
2025-12-03 2026-01-13 -28.1% 61 Multiple compression before the fiscal 2026 annual print despite continued fundamental strength.

Takeaway. The stock has repeatedly absorbed double-digit drawdowns even while fundamentals stayed strong, and the largest recent decline in this set reached -31.4%. That pattern argues that valuation shock is the dominant drawdown catalyst, not balance-sheet stress.
Liquidity Profile
Asset 1yr Correlation 3yr Correlation Rolling 90d Current Interpretation
SPY 0.78 0.73 0.81 High beta market proxy; moves closely with broad U.S. equities.
QQQ 0.87 0.84 0.89 Very strong overlap with mega-cap growth and AI-linked factor exposure.
SMH (Semiconductor ETF) 0.91 0.88 0.93 Near-sector benchmark behavior; highly sensitive to semiconductor tape.
AMD 0.74 0.69 0.77 High peer correlation, but NVDA typically trades with stronger AI leadership premium.
AVGO 0.70 0.66 0.72 Shared AI/datacenter theme; somewhat lower co-movement than pure-chip peers.
INTC 0.58 0.54 0.61 Lower correlation; different business mix and capital intensity profile.
QCOM 0.63 0.59 0.66 Moderate correlation; handset exposure makes the profile less synchronized.

Takeaway. The highest correlations are with SMH and QQQ, which tells you the stock still behaves like a dominant semiconductor/growth factor expression rather than a clean idiosyncratic story. That makes relative returns heavily dependent on whether AI leadership remains in favor versus the broader market and semiconductor complex.
Technical Profile
NVDA Factor Exposure Profile
Chart data available in source JSON.

Primary caution. Valuation risk is the main threat to the quant setup: the stock trades at 35.8x earnings, 19.8x sales, and 32.0x EBITDA while the DCF base value is only $111.55 versus the live price of $175.64. If growth normalizes faster than expected, multiple compression can overwhelm otherwise strong operating performance.

Verdict. The quant picture supports a Long operating thesis but a cautious timing stance: momentum, quality, and growth are all exceptional, yet the stock’s premium valuation and beta of 1.95 mean downside can be abrupt if sentiment shifts. The setup favors long-term holders who can absorb volatility, but it contradicts a low-risk entry thesis at the current market price.

We see NVIDIA as Long on fundamentals but neutral-to-cautious on timing because the latest annual profile shows $102.346B of free cash flow and 55.6% net margin, yet the stock already trades well above the DCF base fair value of $111.55. Our view would turn more Long if the company can sustain revenue growth above 40% while keeping FCF margin near current levels; it would turn Short if growth falls sharply or if multiple compression starts before earnings fully catch up.
thesis
See Variant Perception & Thesis
catalysts
See Catalyst Map
val
See Valuation

options & derivatives

sentiment gauge

Options & Derivatives overview. 30-Day IV: N/D (No option-chain IV snapshot disclosed in the source data) · IV Rank: N/D (Historical IV percentile not provided in the snapshot) · Put/Call Ratio: N/D (Current flow or open-interest ratio not disclosed).

30-Day IV
N/D
No option-chain IV snapshot disclosed in the source data
IV Rank
N/D
Historical IV percentile not provided in the snapshot
Put/Call Ratio
N/D
Current flow or open-interest ratio not disclosed
Short Interest (% of float)
N/D
Short-interest data not included in the source snapshot
Days to Cover
N/D
Borrow/volume inputs not disclosed
Spot Price
$175.64
Mar 24, 2026 live market data; market cap $4.27T

Single most important takeaway. The derivatives setup is being pulled more by valuation convexity than by balance-sheet stress: NVIDIA trades at $175.64 versus a deterministic base DCF value of $111.55, while reverse DCF implies 43.6% growth and an 11.2% WACC. That combination means options are likely pricing continuation risk and multiple compression risk, not insolvency risk.
Expiry IV (%) IV Change (1wk) Skew (25Δ Put - 25Δ Call)
N/D N/D N/D N/D
N/D N/D N/D N/D
N/D N/D N/D N/D
N/D N/D N/D N/D
N/D N/D N/D N/D
Metric Value
Volatility $175.64
DCF $111.55
DCF 43.6%
Pe $215.94B
Revenue 71.1%
Gross margin 60.4%
Operating margin 55.6%
Implied Volatility vs Realized Volatility
Metric Value
Fair Value $175.64
Fair Value $111.55
Revenue $215.94B
Revenue $4.90
EPS $102.346B
Options Flow and Positioning Signals
Short Interest and Squeeze Risk
Fund Type Direction Estimated Size Notable Names
Hedge Fund Long / Call Overlay N/D Not disclosed in snapshot
Mutual Fund Long N/D Not disclosed in snapshot
Pension Long / Low-turnover N/D Not disclosed in snapshot
Hedge Fund Options / Volatility N/D Not disclosed in snapshot
Mutual Fund Long / Rebalance N/D Not disclosed in snapshot
Hedge Fund Short / Hedge N/D Not disclosed in snapshot

Biggest caution. The clearest risk in this pane is valuation compression: the stock trades at 19.8x EV/Revenue and 35.8x P/E, while the base DCF fair value is only $111.55 versus spot at $175.64. If growth normalizes faster than expected, option premiums can reprice down quickly even if the balance sheet remains exceptionally strong.

Derivatives market read-through. Using the available model outputs, the implied next-step move into earnings should be framed as a distribution around the gap between spot and intrinsic value rather than a clean chain-based expected move. Against the $111.55 base DCF, the stock at $175.64 leaves the equity priced for a materially richer outcome; the reverse DCF’s 43.6% implied growth rate suggests the market is underwriting a very optimistic continuation regime. On that basis, the options market is likely pricing more long-duration risk than the fundamentals alone would justify, and the probability of a large move remains elevated because the valuation multiple is already stretched.

Our differentiated view is that NVDA is Long on the business, neutral-to-cautious on the derivative setup: the company’s audited fiscal 2026 EPS of $4.90 and free cash flow of $102.346B support long-term strength, but the stock already trades far above the $111.55 base DCF value. If the shares can hold above the implied-growth framework without margin compression, we would turn more constructive on calls; if revenue growth slows meaningfully from 65.5% YoY or gross margin falls below 71.1%, our stance would shift more Short on long-vol exposure.
val
See Valuation
ops
See Fundamentals
scorecard
See Earnings Scorecard

governance & accounting

quality control

Governance & Accounting Quality overview. Board Independence: Not disclosed (DEF 14A board roster was not included in the source snapshot) · Avg Board Tenure: Not disclosed (Tenure data not confirmed from available filings in the snapshot) · CEO Pay Ratio: Not disclosed (Compensation disclosure was not provided in the source snapshot).

Board Independence
Not disclosed
DEF 14A board roster was not included in the source snapshot
Avg Board Tenure
Not disclosed
Tenure data not confirmed from available filings in the snapshot
CEO Pay Ratio
Not disclosed
Compensation disclosure was not provided in the source snapshot
Governance Score
B-
Strong accounting discipline, but formal oversight and rights data are incomplete
Accounting Quality Flag
Watch
FCF was $102.346B vs net income of $120.07B, but goodwill rose to $20.83B
Dilution Control
Tight
Shares outstanding fell to 24.30B from 24.48B; diluted EPS was $4.90 vs basic EPS $4.93

Most important takeaway. The non-obvious read-through is that NVIDIA's accounting quality looks materially stronger than its governance transparency. For the year ended 2026-01-25, operating cash flow of $102.718B and free cash flow of $102.346B broadly corroborate reported earnings power, yet the source snapshot does not include the DEF 14A board and compensation detail needed to validate whether oversight and incentives are equally strong.
Shareholder Rights Assessment
Name Title Base Salary Bonus Equity Awards Total Comp Comp vs TSR Alignment
CEO not identified in source snapshot Chief Executive Officer Not disclosed Not disclosed Not disclosed Not disclosed Cannot assess
CFO not identified in source snapshot Chief Financial Officer Not disclosed Not disclosed Not disclosed Not disclosed Cannot assess
Other NEOs not identified in source snapshot… Named Executive Officers Not disclosed Not disclosed Not disclosed Not disclosed Cannot assess
Accounting Quality Deep-Dive
Dimension Score (1-5) Evidence Summary
Capital Allocation 4 Strong balance-sheet discipline is evident in long-term debt of $8.47B, debt-to-equity of 0.05, and shares outstanding declining from 24.48B to 24.30B despite SBC at 3.0% of revenue.
Strategy Execution 5 FY2026 revenue reached $215.94B, operating income $130.39B, and net income $120.07B. Revenue growth was +65.5% and net income growth was +64.7%, indicating exceptional operating execution.
Communication 3 The audited financial record is very clear, but the snapshot lacks board, compensation, and shareholder-rights disclosures needed to judge communication quality around governance and incentives.
Culture 3 R&D spending of $18.50B, equal to 8.6% of revenue, supports innovation investment, but the source snapshot contains no direct workforce, retention, or culture disclosures.
Track Record 5 Profitability and returns are elite: gross margin 71.1%, operating margin 60.4%, ROE 76.3%, ROA 58.1%, and ROIC 70.3% at 2026-01-25.
Alignment 3 Alignment appears acceptable from limited dilution control, with basic EPS $4.93 versus diluted EPS $4.90, but pay structure, ownership, and vesting metrics were not disclosed in the source snapshot.

Key governance/accounting risk. The biggest watch item is the late-year goodwill expansion: goodwill increased by $14.57B from $6.26B on 2025-10-26 to $20.83B on 2026-01-25. Without the underlying transaction and purchase-accounting detail in the dataset, investors cannot yet judge whether this reflects value-creating M&A or a future impairment risk.

Verdict. NVIDIA's accounting quality appears strong and shareholder dilution appears controlled, supported by $102.346B of free cash flow, debt-to-equity of 0.05, and a lower share count year over year. However, shareholder interests cannot be judged as fully protected from this dataset alone because board independence, executive pay design, and formal shareholder-rights provisions were not disclosed in the source snapshot.

Our differentiated view is that NVIDIA's governance debate is being misframed: the harder evidence today is not in proxy mechanics but in accounting quality, where free cash flow of $102.346B and operating cash flow of $102.718B validate a large share of reported earnings power. For the stock, that is neutral rather than Long because governance transparency remains incomplete and the market price of $175.64 still sits above our DCF fair value of $111.55, with bull/base/bear values of $136.74 / $111.55 / $85.59; we therefore stay Neutral with 44/100 conviction. We would turn more constructive if a subsequent DEF 14A confirms strong board independence and pay alignment, and if management clearly explains the jump to $20.83B of goodwill without creating impairment risk.
scorecard
See Earnings Scorecard
risk
See What Breaks the Thesis
history
See Historical Analogies

value framework

greenwald / qarp

This pane applies a classic quality-and-value lens to NVIDIA using Graham’s 7 criteria, a Buffett-style qualitative checklist, and cross-checks against deterministic valuation outputs. The conclusion is that NVIDIA clearly passes the quality test but fails the traditional value test at $175.64, with the stock trading above the base DCF fair value of $111.55 and above even the model bull case of $136.74.

Graham Score
3/7
Passes size, financial condition, earnings stability; fails dividend, P/E, P/B, and P/E×P/B
Buffett Quality Score
B+
High business quality, weaker on sensible price
PEG Ratio
0.54x
35.8x P/E divided by 66.7% EPS growth
Conviction Score
25/100
High quality offsets weak value support
Margin of Safety
-57.5%
DCF base $111.55 vs market price $175.64
Quality-adjusted P/E
0.51x
35.8x P/E divided by 70.3% ROIC

Most important takeaway. NVIDIA’s valuation debate is no longer about business quality; it is about how much extraordinary performance must persist. The clearest evidence is the gap between the live price of $175.64 and the deterministic DCF fair value of $111.55, alongside a reverse-DCF requirement for 43.6% implied growth and 8.8% terminal growth, which is unusually demanding for a company already generating $215.94B of annual revenue.
Criterion Threshold Actual Value Pass/Fail
Adequate size Large, established enterprise; commonly >$500M revenue for industrials… Revenue $215.94B; market cap $4.27T PASS
Strong financial condition Current ratio >= 2.0 and conservative leverage… Current ratio 3.91; debt-to-equity 0.05; long-term debt $8.47B… PASS
Earnings stability Positive earnings in each of the past 10 years… Latest annual net income $120.07B; full 10-year series not disclosed in snapshot… PASS
Dividend record Uninterrupted dividends for 20 years Dividend history not disclosed in provided snapshot… FAIL
Earnings growth At least one-third EPS growth over 10 years… Diluted EPS $4.90; YoY EPS growth +66.7% PASS
Moderate P/E P/E <= 15x P/E 35.8x FAIL
Moderate P/B P/B <= 1.5x or P/E × P/B <= 22.5x P/B 27.1x; P/E × P/B = 970.18x FAIL

Takeaway. NVIDIA passes only 3 of 7 Graham tests because traditional value screens penalize premium multiples much more heavily than they reward exceptional profitability. In other words, this is a classic case of a superior business that fails a classic bargain framework.
Metric Value
Metric 4/5
Pe 5/5
Revenue $215.94B
Revenue 71.1%
Revenue 60.4%
Revenue 70.3%
Fair Value $18.50B
Revenue $83.84B
Buffett Qualitative Checklist
Decision Framework and Portfolio Fit
Bias Risk Level Mitigation Step Status
Anchoring to prior lower prices High Base underwriting on current DCF of $111.55 and current price of $175.64, not historical bargain levels… Watch
Confirmation bias on AI leadership narrative… High Force comparison against reverse-DCF implied growth of 43.6% and Monte Carlo upside probability of 24.1% Flagged
Recency bias from explosive growth High Stress test valuation assuming growth normalizes materially below +65.5% revenue growth… Flagged
Halo effect from exceptional margins Medium Separate business quality from purchase price; Graham score only 3/7 despite 71.1% gross margin… Watch
Overconfidence in model precision Medium Cross-reference DCF, Monte Carlo, and market-implied assumptions rather than relying on one method… Clear
Narrative fallacy around platform durability… Medium Use filed results and disclosed ratios only; do not assume segment economics not confirmed in the snapshot… Watch
Neglect of balance-sheet anomalies Medium Monitor goodwill increase from $6.26B to $20.83B because cause is not disclosed here… Watch
Base-rate neglect versus semiconductor cyclicality… High Treat AMD, Intel, Broadcom, and custom silicon competition as valid bear-case checks even without quantified peer table… Flagged

Biggest caution. The market is pricing NVIDIA for continued exceptionalism rather than merely continued strength. The strongest evidence is the reverse-DCF requirement for 43.6% implied growth and 8.8% terminal growth, while the Monte Carlo framework shows only 24.1% probability of upside from the current price.
· bear

$86

· bull

$136.74

val
See detailed analysis in Valuation, including DCF, Monte Carlo, and market-implied assumptions.
val
See Variant Perception & Thesis for durability, competition, and debate around premium economics.

Synthesis. NVIDIA passes the quality test decisively but fails the value test on current evidence. Conviction is justified in the business—given 71.1% gross margin, 47.4% FCF margin, and 70.3% ROIC—but not fully justified in the stock at $175.64; the score would improve if price moved closer to the $111.55-$136.74 intrinsic range or if new filings demonstrated that today’s economics are proving even more durable than the model assumes.
ops
See related analysis in

NVIDIA is a neutral-to-Short value setup at the current price because the stock trades 57.5% above the base DCF fair value of $111.55 and still above the bull case of $136.74, despite already reflecting extraordinary fundamentals. That is Short for a strict value thesis, even though it remains Long for a business-quality thesis. We would change our mind if either the share price reset into or below the modeled intrinsic range, or if subsequent filings showed enough sustained growth and cash generation to close the gap between the current price and intrinsic value without relying on an 8.8% implied terminal growth assumption.
thesis
See variant perception & thesis