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Question: what will NVIDIA’s trailing twelve-month (TTM) revenue resolve to given Q2–Q4 FY2026 are known and only Q1 FY2027 is unknown? The teams agree the TTM = $171.876B (Q2–Q4 FY2026) + Q1 FY2027, so NVIDIA’s own Q1 guide of $78.0B ±2% (issued 2026-02-25) is the primary anchor and implies a guide-implied TTM ≈ $249.9B. Forecasters overweight a modest upside to that guide because NVIDIA has beaten guidance by ~3.8–5.6% over the last three quarters and the Blackwell ramp is already showing up in reported Data Center revenue, while hyperscaler capex and TSMC/Micron commentary corroborate strong demand. The main downside/constraint risks are late-quarter shipment/acceptance timing, supply tightness that can cap short-horizon upside, China export controls (which are already excluded from the guide), and some substitution to hyperscaler custom silicon; these mostly limit upside rather than create hidden downside. Combining these signals, teams center the distribution modestly above the guide (ensemble mean TTM ≈ $253–254B) with most mass in roughly $245–262B and a small tail above ~$262B. Differences between teams are mostly in exact scenario weights and tail mass, but there is broad consensus on a guide-centered forecast nudged upward by recent beat behavior and strong demand indicators.
Forecast: Probability distribution:
TTM revenue ending Q1 FY2027 is defined as Q2 FY2026 + Q3 FY2026 + Q4 FY2026 + Q1 FY2027. Three of these quarters are already effectively known from NVIDIA’s official releases (as cited by multiple analysts): Q2 FY2026 ≈ 46.743, Q3 FY2026 ≈ 57.006, Q4 FY2026 ≈ 68.127 (all $B), summing to a locked-in base of 171.876 ($B), with only small restatement/reclassification risk.
The key uncertainty is Q1 FY2027 revenue. NVIDIA guided Q1 FY2027 revenue to 78.0 ± 2% ($B). Recent quarters show a tendency to beat guidance, so the central tendency should be modestly above 78.0; however, I retain meaningful downside tail risk (supply/ramp constraints, mix/ASP surprises, further export-control impacts) and some upside tail (stronger-than-expected ramp/shipments).
I therefore model Q1 FY2027 as most likely in the low-80s ($B), with a 90% mass roughly spanning low-70s to ~high-80s, then add the 171.876 ($B) base to obtain the TTM percentiles below.
A naive/amateur approach often (a) estimates all four quarters via extrapolation, (b) ignores that Q2–Q4 FY2026 are already published, or (c) uses the guidance midpoint with an overly narrow band. This forecast improves by anchoring on the already-reported Q2–Q4 FY2026 revenues (reducing unnecessary variance) and concentrating uncertainty where it belongs—Q1 FY2027—while still keeping fatter tails than the most confident analyst to better reflect operational/geopolitical risk. Overall confidence is moderate: the base (171.876) is high-confidence, and most remaining uncertainty is about the size of any beat/miss versus the 78 ±2% guidance.
Forecast rationale (numeric):
— Iteration 1 — The forecasts are built around a straightforward accounting relationship: NVIDIA’s TTM revenue at the end of Q1 FY2027 equals the trailing revenue from the prior three quarters plus Q1 FY2027 revenue. Using the cited base of 171.8 and management’s Q1 FY2027 guidance of 78.0 ± 2%, the implied TTM range is roughly 248.2 to 251.4.
The main reasoning pattern is a strong anchoring to guidance, with only modest adjustments for NVIDIA’s historical tendency to beat expectations. Both rationales place the center of mass near 250, slightly above the guidance midpoint, reflecting:
The outlook is therefore fairly tight around the guidance-based range, but with mild positive skew. The lower side allows for some downside from timing/revenue recognition issues or supply constraints, while the upper side leaves room for a larger beat if demand or capacity surprises positively. Extreme tail outcomes are retained only as low-probability “black swan” cases.
— Iteration 2 — Across the forecasts, the core reasoning is mechanical and heavily anchored in NVIDIA’s near-term guidance:
TTM is mostly a function of Q1 FY2027 revenue.
The starting point is the known trailing revenue from the prior three quarters, about $171.9B. So the end-of-Q1 FY2027 TTM estimate is essentially $171.9B + Q1 FY2027 revenue.
Q1 FY2027 guidance drives the estimate.
NVIDIA’s guidance of roughly $78B ±2% is treated as the main anchor. Most of the forecast mass is centered near the guidance midpoint, with a slight upward tilt.
Recent performance suggests modest beats, not a large surprise.
The forecasts assume NVIDIA is more likely to come in slightly above guidance than below it, based on its recent pattern of modest outperformance. That pushes the implied Q1 revenue a bit above $78B, roughly in the $78.6B–$80B area.
Implied TTM lands around the low-$250B range.
Combining the base trailing revenue with the expected Q1 result yields a central estimate around $250B–$252B for TTM revenue at the end of Q1 FY2027.
Uncertainty is relatively tight near the center, but tails are kept open.
Because Q1 is close and guidance is available, the central range is fairly constrained, but the forecasts still allow for fat tails to account for policy shocks, supply disruptions, or unusually large beats/misses. This is reflected in modest probability assigned to both notably lower and notably higher outcomes.
The forecasts broadly agree that NVIDIA’s TTM revenue at the end of Q1 FY2027 should be around $251B, with small differences only in how far above guidance Q1 revenue lands. The main disagreement is not on direction, but on how much of a beat to expect and how wide the uncertainty band should be.
— Iteration 3 — Across the forecasts, the core reasoning is algebraic and highly structured: NVIDIA’s trailing-twelve-month revenue at the end of Q1 FY2027 is treated as
TTM = FY2026 revenue − Q1 FY2026 revenue + Q1 FY2027 revenue.
Using the cited FY2026 total and prior-quarter figures, most of the TTM window is effectively fixed at about 171.8 billion, so the outcome is driven mainly by Q1 FY2027 revenue. Since Q1 FY2027 guidance centers around 78 billion, the implied TTM lands around 250 billion, with a central estimate just above the midpoint to reflect NVIDIA’s tendency to meet or beat guidance and generally strong Data Center demand.
The forecasts converge on a TTM revenue outcome near 250B, driven by a mechanically determined base and a Q1 FY2027 number near guidance, with a slight upside skew but only limited uncertainty in the central case.
Question: What will NVIDIA’s TTM revenue be at the end of Q1 FY2027? Final Prediction: Probability distribution:
Total Cost: extra_metadata_in_explanation is disabled Time Spent: extra_metadata_in_explanation is disabled LLMs: extra_metadata_in_explanation is disabled Bot Name: extra_metadata_in_explanation is disabled
Forecaster 1: Probability distribution:
Forecaster 2: Probability distribution:
Forecaster 3: Probability distribution:
Forecaster 4: Probability distribution:
Forecaster 5: Probability distribution:
The research outlines the projected trailing twelve months (TTM) revenue for NVIDIA at the end of Q1 FY2027, which is calculated by summing the revenues from Q2 FY2026, Q3 FY2026, Q4 FY2026, and Q1 FY2027. The known revenues for the first three quarters total $171.88 billion, with Q1 FY2027 revenue yet to be reported, expected on May 20, 2026. NVIDIA’s guidance for Q1 FY2027 is approximately $78 billion, with a range of $76.44 billion to $79.56 billion, while Wall Street analysts have a consensus estimate of around $78.79 billion. The research also discusses various scenarios based on these estimates, suggesting a central TTM revenue range of approximately $248 billion to $252 billion.
Key factors influencing the revenue projections include strong demand for NVIDIA’s products, particularly in AI infrastructure, and the potential for exceeding guidance based on historical performance. However, risks such as export controls, competition, and potential deceleration in growth are also highlighted. The research concludes that the TTM revenue is likely to fall between $249 billion and $253 billion, with a central estimate around $250 billion, while acknowledging the possibility of both upside and downside surprises based on Q1 FY2027 performance.
Sources used in the research include:
The TTM revenue = Q2 FY2026 + Q3 FY2026 + Q4 FY2026 + Q1 FY2027. Three of these four quarters are already reported. Q1 FY2027 results are expected on May 20, 2026 [6][22].
| Quarter | Revenue | Source |
|---|---|---|
| Q1 FY2026 | $44.06B | [14] |
| Q2 FY2026 | $46.74B | [14] |
| Q3 FY2026 | $57.01B | [14] |
| Q4 FY2026 | $68.13B | [11][14] |
Sum of three known TTM quarters: $171.88B
Full FY2026 revenue was $215.9 billion, up 65% YoY [11][19]. Alternatively, TTM = $215.9B − $44.06B (Q1 FY2026) + Q1 FY2027.
NVIDIA’s Official Guidance:
Wall Street Analyst Consensus (as of late April 2026):
One bearish/contrarian estimate:
| Q1 FY2027 Scenario | Q1 Revenue | TTM Revenue |
|---|---|---|
| Guidance low ($78B − 2%) | $76.44B | ~$248.3B |
| Guidance midpoint | $78.00B | ~$249.9B |
| Analyst consensus | $78.79B | ~$250.7B |
| Guidance high ($78B + 2%) | $79.56B | ~$251.4B |
| Analyst high estimate | $85.51B | ~$257.4B |
| Bearish scenario (~$74.5B) | $74.50B | ~$246.4B |
Central estimate range: ~$248B–$252B, with a midpoint around ~$250B.
Bullish Factors:
Bearish/Risk Factors:
Polymarket — NVIDIA Data Center Revenue Q1 FY2027 (as of mid-April 2026) [25][26]:
These are data center only (not total revenue), but since Data Center is ~90%+ of total revenue, they are highly informative. The probabilities suggest strong confidence in data center revenue between $65B–$75B, which would imply total Q1 FY2027 revenue in the $72B–$83B range. Resolution deadline is July 30, 2026 [25][26].
No specific prediction market was found for total TTM revenue or total Q1 FY2027 revenue specifically. Liquidity/volume data for the Polymarket data center revenue markets was not explicitly disclosed in the sources, so reliability should be treated with caution.
The TTM revenue at end of Q1 FY2027 is highly constrained since 3 of 4 quarters are already known ($171.88B). The key variable is Q1 FY2027 revenue, for which NVIDIA guided $78B ± 2% and analysts consensus is ~$78.8B. Given NVIDIA’s consistent pattern of beating guidance (Q4 FY2026 beat by ~$3B), the TTM is most likely to land in the $249B–$253B range, with a central estimate around $250B. Downside risk (tariff shocks, export control expansion, demand softening) could push Q1 lower toward $74–76B, yielding TTM ~$246–248B. Upside surprise could push TTM toward $255B+.
The critic makes several valid points that warrant adjustment to my forecast:
Left tail was too fat: My P1 at $241B implied Q1 revenue of ~$69B, an 11% miss versus guidance. With NVIDIA having already excluded China DC revenue from guidance (the primary known risk factor), such a catastrophic miss would require an unprecedented event in the ~1 month before earnings. This probability should be lower.
Insufficient incorporation of beat history: I acknowledged NVIDIA’s consistent pattern of beating guidance but centered my P50 at essentially the guidance midpoint. This is logically inconsistent. Q4 FY2026 beat by ~$3B (4.6%), and if this pattern has predictive value, my center should reflect it.
P20 below analyst low is excessive: Assigning 20% probability to Q1 coming in below the most bearish Wall Street analyst ($77.9B → TTM $249.78B) when guidance already accounts for China risk seems too pessimistic.
Polymarket signals deserve weight: The 32% probability for DC > $75B (implying total ~$83B) represents aggregated market views that shouldn’t be dismissed entirely.
Guidance was already aggressive: The $78B guidance exceeded analyst expectations of $72-73B when announced. This “high starting point” means NVIDIA may have less room to beat expectations than historically.
Some left tail remains necessary: While tighter, tail risks (new tariff escalation, supply chain issues, order timing) don’t completely vanish in 1 month.
With three quarters locked in at $171.88B, the distribution is entirely driven by Q1 FY2027. Given:
I estimate a median Q1 of ~$80B (2.6% beat), yielding TTM of ~$252B. The distribution is asymmetric with a longer right tail reflecting potential Blackwell upside surprises.
Updated prediction:
Percentile 0.1: 236 Percentile 1: 244 Percentile 5: 247.5 Percentile 10: 248.8 Percentile 20: 250 Percentile 30: 250.8 Percentile 40: 251.5 Percentile 50: 252 Percentile 60: 252.6 Percentile 70: 253.4 Percentile 80: 254.5 Percentile 90: 256.5 Percentile 95: 259 Percentile 99: 264 Percentile 99.9: 269.5
Let me check for any recent developments that might affect the forecast.
The search confirms the existing research is current. Let me now provide my updated reasoning and revised forecast.
Beat Pattern Inconsistency: The critic correctly identified that my median ($251.5B) implied only a ~2% beat on guidance, which is inconsistent with NVIDIA’s historical 4-5% beat pattern. My median Q1 FY2027 estimate should be higher to be internally consistent.
China Exclusion De-risking: The guidance explicitly excludes China data center compute revenue, which effectively builds in downside protection. This means the guidance is more reliable than typical guidance.
Absolute Dollar Growth Consistency: The $10-11B absolute increases quarter-over-quarter are remarkably stable. The “deceleration” narrative based on percentages is somewhat misleading.
Prediction Market Alignment: The Polymarket signals showing ~32% probability of data center >$75B deserve appropriate weighting in the upper tail.
Tail Risk Preservation: Geopolitical risks (tariffs, export controls) and competitive pressures warrant keeping meaningful downside tail probability.
IQR Tightness: With 3 of 4 quarters locked in at $171.88B, the variance is fundamentally constrained to Q1 FY2027 outcomes. A tight distribution is appropriate.
Guidance Already Exceeded Expectations: The $78B guidance was already ~$5-6B above analyst expectations at the time of issuance (vs. $72-73B consensus). This suggests less “sandbagging room” than typical quarters.
I’m shifting my median from $251.5B to $252.5B, consistent with a ~3.4% beat on guidance ($80.6B Q1). This balances:
The upper tail shifts modestly higher to reflect prediction market signals, while the lower tail remains largely intact to account for genuine risks.
Updated prediction:
Percentile 0.1: 235.0 Percentile 1: 242.0 Percentile 5: 246.5 Percentile 10: 248.0 Percentile 20: 249.5 Percentile 30: 250.5 Percentile 40: 251.5 Percentile 50: 252.5 Percentile 60: 253.5 Percentile 70: 254.5 Percentile 80: 256.0 Percentile 90: 258.5 Percentile 95: 261.0 Percentile 99: 266.0 Percentile 99.9: 269.5
The critic makes several compelling points that warrant adjustments to my forecast:
Quarter timing understatement: The critic is absolutely right that with NVIDIA’s Q1 FY2027 running Feb-April 2026, the quarter is essentially complete as of April 22. Revenue is largely “locked in” on NVIDIA’s books, which should tighten confidence more than my original forecast suggested.
Beat history application: My median of $250.5B (implying Q1 of ~$78.6B) was barely above guidance midpoint. Given NVIDIA’s consistent 4-5% beat pattern over guidance, this was too conservative. A more appropriate median would reflect an expected beat.
China exclusion bidirectionality: The explicit exclusion of China data center compute revenue creates both upside (if any compliant China revenue materializes) and downside (potential for additional charges) optionality that I underweighted.
Strategic sandbagging likelihood: With Q1 nearly complete when guidance was issued, management almost certainly knew a higher number and guided conservatively.
Tight overall distribution: Three quarters are fixed at $171.88B, and the quarter is nearly complete. This genuinely constrains variance.
Polymarket consistency: My original distribution was actually consistent with Polymarket probabilities—70% confidence in >$65B DC revenue (~$72B total) aligns with very little mass below ~$246B.
The resolution criteria specify using comparative columns from Q1 FY2027 statements for prior quarters. While material restatements are rare, this creates minor additional uncertainty that’s essentially negligible.
Based on the critic’s valid points:
The key scenarios remain anchored:
Updated prediction:
Percentile 0.1: 238 Percentile 1: 244 Percentile 5: 246.5 Percentile 10: 247.5 Percentile 20: 248.7 Percentile 30: 249.5 Percentile 40: 250.2 Percentile 50: 251 Percentile 60: 251.7 Percentile 70: 252.5 Percentile 80: 253.6 Percentile 90: 255.3 Percentile 95: 257.2 Percentile 99: 260.5 Percentile 99.9: 265
The critic continues to make compelling arguments, particularly regarding the right tail compression. Let me carefully evaluate and respond.
Guidance is information-rich: This point is critical. NVIDIA set their $78B ± 2% guidance knowing actual Q1 performance. If they were tracking toward $85-90B, guidance would reflect that.
98% interval too wide: The critic’s observation that an $18.5B span for the 98% interval is excessive for a question resolving in ~4 weeks with measurement already complete is valid.
Central estimates (P40-P60): Both the critic and I agree on ~$250.9-252.3B range here—this is well-calibrated.
Modest left tail preservation: Some residual uncertainty from:
P5 at $246.5B (implying Q1 = $74.6B, a -4.4% miss) remains reasonable.
The analyst range from the research ($74.5B - $85.5B for Q1) maps almost perfectly to a $246.4B - $257.4B TTM range. This provides external validation that:
The distribution should essentially capture this analyst range as the 90% confidence interval, with compressed tails beyond.
| Percentile | TTM | Implied Q1 | vs. Guidance | Assessment |
|---|---|---|---|---|
| P5 | $246.5B | $74.6B | -4.4% miss | Bearish but plausible |
| P10 | $248.0B | $76.1B | -2.4% miss | Near guidance low |
| P50 | $251.5B | $79.6B | +2.1% beat | Consistent with history |
| P90 | $255.8B | $83.9B | +7.6% beat | Aggressive but possible |
| P95 | $257.2B | $85.3B | +9.4% beat | Near analyst high |
| P99 | $260.0B | $88.1B | +13% beat | Rare scenario |
This distribution appropriately reflects:
I accept the critic’s suggested adjustments, which are well-reasoned and improve calibration.
Updated prediction:
Percentile 0.1: 238.0 Percentile 1: 243.5 Percentile 5: 246.5 Percentile 10: 248.0 Percentile 20: 249.3 Percentile 30: 250.2 Percentile 40: 250.9 Percentile 50: 251.5 Percentile 60: 252.3 Percentile 70: 253.2 Percentile 80: 254.4 Percentile 90: 255.8 Percentile 95: 257.2 Percentile 99: 260.0 Percentile 99.9: 264.0
Let me search for any recent developments on NVIDIA Q1 FY2027 that might have emerged since the research was compiled.
The search confirms NVIDIA’s Q1 FY2027 guidance of $78B and recent analyst sentiment. Let me carefully evaluate the critic’s points and update my forecast.
Overweighting below-guidance probability: The critic correctly identifies that I placed ~10% probability below $247.5B, implying Q1 revenue below ~$75.6B—beneath NVIDIA’s guidance low of $76.44B. Given NVIDIA’s 8-consecutive-quarter beat streak with average beat of 2.1%, and the fact that China exclusion is already baked into guidance, this tail is too fat. I’ll compress the lower tail.
Underweighting beat history: My median of $251B implies Q1 of ~$79.1B (1.4% above midpoint). Given Q4 beat of 4.6% and average beat pattern of 2.1%, centering higher makes sense. The critic’s suggestion of $251.8B (implying ~2.5% above midpoint) is more consistent with historical patterns.
Polymarket signal consideration: While I’m cautious about prediction market reliability (liquidity unknown), the 32% probability on data center >$75B suggests markets see more upside potential than my original distribution captured.
Some downside tail remains justified: The geopolitical environment remains volatile. The search results mention “concerns about a potential downturn” and “geopolitical tensions.” While guidance excludes China data center compute, additional tariff escalation or unexpected restrictions could impact other markets. I’ll keep ~3-5% probability below guidance low rather than the critic’s implied ~1%.
Polymarket shouldn’t dominate: These are data center-specific markets with unknown liquidity. I’ll weight them modestly, not heavily.
Sequential growth deceleration is real: QoQ growth is decelerating (22% → 19.5% → 14.5% implied), suggesting extreme beats are less likely than in earlier periods.
Given the factors above:
Key calculations:
I’ll largely accept the critic’s suggested distribution with minor adjustments to maintain slightly more downside risk given geopolitical uncertainty.
Updated prediction:
Percentile 0.1: 238 Percentile 1: 244.5 Percentile 5: 247.5 Percentile 10: 248.6 Percentile 20: 249.8 Percentile 30: 250.6 Percentile 40: 251.2 Percentile 50: 251.7 Percentile 60: 252.4 Percentile 70: 253.3 Percentile 80: 254.4 Percentile 90: 256.5 Percentile 95: 259 Percentile 99: 264.5 Percentile 99.9: 269
Agent Forecast (numeric, confidence: low)
Base Rate: NVIDIA’s documented recent beats: Q2 FY2026 +3.9%, Q4 FY2026 +4.8% above guidance midpoint. Guidance midpoint of $78.0B yields TTM = $249.849B, leaving only a $151M gap to the $250B boundary — any beat above 0.2% of guidance crosses into 250-260 bin.
Initial Reasoning:
Key Uncertainties:
Evidence Sources (7):
Grounding Facts (passed to reviewers):
Draft: 250-260: 55.0%, 240-250: 28.0%, Over 260: 15.0%, 230-240: 2.0%, 210-215: 0.0%
Reviewer Panel:
Reviewer (reasoning)
The draft forecast hinges on unverified Q2/Q3 revenue figures and overstates NVIDIA’s streak of guidance beats, while also glossing over the accounting asymmetry of China DC revenue being excluded from Q1 guidance but included in past comparatives. It leans heavily on continued upside without adequately accounting for the risk of a guidance miss or macro headwinds. The probability mass is tilted too strongly toward moderate beats, underweighting both downside scenarios and the potential impact of seasonal volatility.
Objections:
Reviewer (calibration)
The draft forecast effectively identifies NVIDIA’s consistent outperformance and analyst expectations, but it significantly underplays the potential upside from the reintroduction of China Data Center compute revenue. The guidance explicitly excluded this segment, meaning its resumption with H200 chips could be a substantial additive factor, not merely contributing to a typical beat. This omission likely leads to an underestimation of the higher revenue bins.
Objections:
Reviewer (fact-checker)
1 unsupported claim(s). Verdict: minor_issues
Unsupported claims:
Adjustment Rationale:
Adjusted the 250-260 bin down 5 points (55%→50%) in response to the reasoning reviewer’s valid point that I rely on unverified Q2/Q3 FY2026 figures and cannot fully rule out a guidance-meet scenario landing at TTM ~$249.85B (just under the $250B threshold). Redistributed: +2 to 240-250 (now 30%) and +2 to Over 260 (now 17%) acknowledging the calibration reviewer’s point that China H200 resumption is additive and excluded from guidance, though timing (March 2026 license, ~6 weeks to Q1 FY2027 close) limits full recognition. Softened the ‘5 consecutive beat’ claim per fact-checker to only cite documented beats (Q2 FY2026 +3.9%, Q4 FY2026 +4.8%). Lowered confidence from medium to low given inability to externally verify base figures and the unresolved China DC accounting asymmetry. Core thesis holds: with guidance midpoint at $78.0B placing TTM at $249.85B (just $150M below the $250B boundary), any guidance beat — historically typical for NVIDIA — clears into the 250-260 bin, which remains modal.
forecast_sdk | 376.3s | research $0.5889 + reviewers $0.0126 + reconcile $0.2629 = $0.8644
Extracted Percentile Values: {0.1: 237.2, 1.0: 241.5, 5.0: 244.8, 10.0: 246.2, 15.0: 247.2, 20.0: 248.0, 25.0: 248.7, 30.0: 249.2, 35.0: 249.7, 40.0: 250.0, 45.0: 250.3, 46.0: 250.4, 47.0: 250.5, 48.0: 250.6, 49.0: 250.7, 50.0: 250.8, 51.0: 250.9, 52.0: 251.0, 53.0: 251.1, 54.0: 251.2, 55.0: 251.3, 60.0: 251.8, 65.0: 252.4, 70.0: 253.0, 75.0: 253.8, 80.0: 254.8, 85.0: 256.1, 90.0: 257.9, 95.0: 260.2, 99.0: 263.7, 99.9: 270.4}
Model’s Answer: The cleanest way to think about this is that almost all of the resolving TTM number is already known. Q2 FY2026, Q3 FY2026, and Q4 FY2026 sum to about 171.8. So the forecast is really about Q1 FY2027 revenue plus that fixed base.
NVIDIA’s own most recent official guidance for Q1 FY2027 is 78.0, plus or minus 2 percent, and the analyst consensus cited in the research is 78.79. That puts the simplest base case for the resolving TTM around 249.8 to 250.6, before allowing for NVIDIA’s history of modest upside versus guidance. Because the quarter ends around now and earnings are scheduled for May 20, the true result is likely already mostly determined, so I put extra weight on the base case and less on dramatic surprises than I would several months out.
The most important assumptions are these. First, Q1 FY2027 revenue lands fairly close to company guidance and current consensus; I think there is about a 25 percent chance this assumption is meaningfully wrong, and that is the main source of forecast spread. Second, the previously reported Q2 to Q4 FY2026 numbers are not materially restated in the comparative columns; I assign about a 3 percent chance of a meaningful enough presentation change to move the TTM total, but that risk is small. Third, there is no major quarter-end revenue recognition disruption from export controls, shipment timing, or Blackwell ramp issues; I assign about a 15 percent chance this proves wrong, with that risk skewing more to the downside than upside.
A low outcome would most likely come from a guidance miss tied to China restrictions, supply-chain timing, or some pushout of large data-center deliveries into the next quarter. I think something below 246 is possible but clearly minority-probability. A high outcome would come from NVIDIA again beating its guide by more than the Street currently expects, likely because Blackwell systems ramp faster and non-China hyperscaler demand is even stronger than assumed. I think outcomes above 260 are possible but not likely, and outcomes above 270 require an extreme upside surprise that I view as very remote; I still include a tiny tail there because the bounds explicitly require it.
Percentile .1: 237.2 Percentile 1: 241.5 Percentile 5: 244.8 Percentile 10: 246.2 Percentile 15: 247.2 Percentile 20: 248.0 Percentile 25: 248.7 Percentile 30: 249.2 Percentile 35: 249.7 Percentile 40: 250.0 Percentile 45: 250.3 Percentile 46: 250.4 Percentile 47: 250.5 Percentile 48: 250.6 Percentile 49: 250.7 Percentile 50: 250.8 Percentile 51: 250.9 Percentile 52: 251.0 Percentile 53: 251.1 Percentile 54: 251.2 Percentile 55: 251.3 Percentile 60: 251.8 Percentile 65: 252.4 Percentile 70: 253.0 Percentile 75: 253.8 Percentile 80: 254.8 Percentile 85: 256.1 Percentile 90: 257.9 Percentile 95: 260.2 Percentile 99: 263.7 Percentile 99.9: 270.4
Primary/Official Sources (Highest Quality):
High-Quality Secondary Sources:
Analytical/Opinion Sources (Moderate Quality):
Key Fact vs. Opinion Distinction:
Strong Evidence:
Moderate Evidence:
Weak Evidence:
The Q1 FY2027 quarter ends ~April 27, 2026 — just 5 days from today. The quarter is essentially complete. Earnings release is May 20, 2026, well within the July 31 resolution deadline. The uncertainty is purely informational (we don’t yet know the reported number), not about future events.
If timeframe were halved (resolution in ~50 days): No material change — earnings would still be released May 20, before any shortened deadline.
If timeframe were doubled (resolution in ~200 days): No material change — Q1 FY2027 is the only unknown quarter, and it will be reported May 20 regardless.
The timeframe is essentially irrelevant to the distribution shape; what matters is the Q1 FY2027 actual result.
The outside view base rate centers around $249–254B TTM, with:
Key shifts from outside view:
Zero China assumption eliminates main downside risk (strong evidence): The April 2026 H20 ban, which might otherwise cause a miss, was already embedded in guidance. This compresses the left tail significantly. A miss below $76.4B would require supply disruption or demand shock beyond any recent historical precedent.
91.7% beat rate with 5.2% recent average (strong evidence): Shifts the central tendency above the $78B guidance midpoint toward ~$81–82B for Q1 FY2027, implying TTM ~$253–254B.
Supply constraints cap extreme upside (moderate evidence): CoWoS/HBM constraints are real. A 15%+ beat (~$90B+) is essentially ruled out by manufacturing capacity. This caps the right tail at roughly $260–262B.
Quarter is essentially complete (structural): With only 5 days remaining in the quarter, there are no major demand-side surprises possible. The outcome is largely determined.
The distribution is right-skewed relative to the guidance midpoint, with a compressed left tail (guidance already conservative, zero China embedded) and a moderate right tail (historical beat pattern, but supply-constrained).
Scenario 1: Miss or at guidance low (Q1 FY2027 < $77B)
Scenario 2: In-line with guidance ($77B–$79.5B)
Scenario 3: Modest beat (5–8% above guidance, $81.9B–$84.2B)
Scenario 4: Solid beat (8–12% above guidance, $84.2B–$87.5B)
Scenario 5: Strong beat (>12% above guidance, $87.5B+)
Sum check: 5% + 20% + 45% + 22% + 8% = 100% ✓
Implied central tendency: Weighted mean ≈ (0.05 × $247) + (0.20 × $250) + (0.45 × $254) + (0.22 × $257.5) + (0.08 × $261) ≈ $12.35 + $50 + $114.3 + $56.65 + $20.88 ≈ $254.2B
The outside view percentiles were:
My inside view adjustments:
The distribution is right-skewed relative to the guidance midpoint ($249.9B). The outside view was well-calibrated; I make modest adjustments to reflect the strong evidence that the quarter is essentially complete and the zero-China assumption eliminates the main downside risk.
Target variable: NVIDIA TTM revenue = Q2 FY2026 + Q3 FY2026 + Q4 FY2026 + Q1 FY2027, in billions USD, reported by Aug 31, 2026. ✓ Analysis aligns exactly.
Outside view base rate: Centered at $249–254B, right-skewed. My inside view is consistent with this, with modest rightward shift from beat history. ✓
Consistency check: Implied median ≈ $253B; mean ≈ $254B; consistent with 45% probability of modest beat scenario centered at $253–255B. ✓
Most significant evidence:
Blind-spot: The $2.5B H20 ban was incremental to guidance (i.e., some China revenue was embedded in the $78B guide despite management’s “zero China” statement). This would push Q1 FY2027 down to ~$75.5B and TTM to ~$247.4B — downward surprise. I assess this as low probability (5%) given explicit management confirmation of zero China assumption.
Status quo: The world changes slowly. NVIDIA has consistently beaten guidance in recent quarters. The status quo outcome is a modest beat, consistent with my central scenario. No adjustment needed.
Technicalities: Values strictly increasing ✓; units in billion USD ✓; all values above $210B lower bound ✓; values well below $270B upper bound for most scenarios ✓; P90 at 259 is within the open upper bound ✓.
Percentile 10: 247.0 Percentile 20: 249.5 Percentile 40: 252.5 Percentile 60: 254.5 Percentile 80: 257.0 Percentile 90: 259.5
High-quality factual sources (primary):
High-quality analytical sources:
Medium-quality opinion/analysis sources:
Low-quality/speculative:
Key fact vs. opinion distinction: The $171.876B TTM base is fact. The $78B guidance is fact. The beat history statistics are well-sourced facts. Everything about China upside, supply ceilings, and analyst scenarios is opinion.
Strong evidence:
Moderate evidence:
Weak evidence:
Net assessment: Strong evidence clusters tightly around $249–$254B TTM. The beat history is the most powerful inside-view adjustment factor — it systematically shifts the distribution rightward from the guidance midpoint.
Prediction timeframe: ~100 days until question closes (July 31, 2026), but the critical event — NVIDIA’s Q1 FY2027 earnings — is scheduled for May 20, 2026, only ~28 days away. The question is essentially a 28-day forecasting problem, not 100 days.
If timeframe halved (~14 days): The quarter ends April 27, so we’d be forecasting with even more certainty — essentially the same distribution since the quarter is nearly complete.
If timeframe doubled (~200 days): No change in the core distribution since the actual data will be released May 20. The only additional risk would be restatement, which is historically negligible (<0.3%).
Key insight: The short horizon to earnings dramatically reduces uncertainty. The quarter is essentially over; we’re forecasting a reporting event, not a business outcome.
The outside view established a range of approximately $248B–$257B (10th–90th percentile), centered around $251–$252B. The inside view adjustments:
Rightward shift (beat history): NVIDIA’s 22/24 beat rate with a recent 5.2% average beat is strong evidence that the distribution’s center of mass sits above the $78B guidance midpoint. The analyst consensus of $78.79B (+1.0% above guide) is conservative relative to historical beats. A 5% beat would yield ~$81.9B for Q1 FY2027, implying TTM ~$253.8B. This is the most likely single outcome.
Leftward constraint (supply ceiling): CoWoS and HBM are fully allocated. This caps the upside more than the historical beat distribution would suggest. A 10% beat ($85.8B) is plausible historically but harder to achieve when manufacturing is the binding constraint. I trim the upper tail slightly.
Minimal downside risk: The guidance already assumes zero China revenue. The H20 ban is not incremental. Supply is secured for hyperscalers. The probability of a significant miss (<$76B) is very low (~3–5%).
No large distribution shift from outside view: Current circumstances are broadly consistent with the reference class (NVIDIA issuing guidance and then reporting). The main inside-view adjustment is modest rightward shift from the beat history and slight upper-tail compression from supply constraints.
Conditions: Unexpected supply disruption (TSMC CoWoS yield issue, HBM shortage), hyperscaler order deferral, or macro shock causing capex pause. Revenue prints at or below guidance low.
Conditions: Blackwell ramps as planned; zero China revenue; no supply surprises; prints within ±2% of $78B guidance. Consistent with ~8/24 historical quarters.
Conditions: Blackwell demand continues to exceed supply; hyperscaler pull-ins; beats by 2–6.4%. Consistent with recent 4-quarter average beat of 5.2%.
Conditions: Blackwell/Rubin demand pulls forward; some China H20 revenue materializes; beats by 6.4–12.8%. Consistent with 22-quarter historical average beat of ~10%.
Conditions: Major China thaw + H20/B30A sales resume; early Vera Rubin revenue recognized; beats by >13%. Supply constraints somehow alleviated.
Probability sum check: 4% + 22% + 45% + 24% + 5% = 100% ✓
Implied distribution from scenarios:
The outside view gave: 10th=248.0, 20th=249.5, 40th=251.0, 60th=253.0, 80th=255.0, 90th=257.0.
Inside view adjustments:
Implied mean check: Weighted scenario midpoints:
Sensitivity check: Shifting all percentiles up by 10% of their range from the outside view would push the 90th to ~$259B — this is consistent with Scenario 4 outcomes and plausible. Shifting down by 10% would put the 10th at ~$246B — also plausible given tail risks.
Target variable: Sum of Q2 FY2026 + Q3 FY2026 + Q4 FY2026 + Q1 FY2027 revenues in billions USD, as reported in NVIDIA’s official financials by Aug 31, 2026. ✓
Outside view base rate: 10th=248.0, 20th=249.5, 40th=251.0, 60th=253.0, 80th=255.0, 90th=257.0. Inside view shifts upper tail slightly right due to beat history; lower tail slightly left for unknown unknowns. ✓
Consistency check: Implied median ≈ $252B; mean ≈ $253.8B. This makes sense — slightly above the guidance midpoint of $249.9B, consistent with NVIDIA’s historical beat pattern. ✓
Most significant evidence:
Blind spot: The one scenario most likely to make this forecast look silly: A surprise China deal (H20 licenses restored) or Rubin pull-forward pushes Q1 FY2027 to $90B+, putting TTM at $262B+. This would push the outcome up, and my 90th percentile of $259B would be too low. I accept this risk but note it’s not supported by current evidence.
Status quo: The world changes slowly. NVIDIA’s quarter is essentially over. The status quo is “guidance is met with a modest beat” — consistent with my central scenario. No nudge needed.
Technicalities: Percentiles strictly increasing ✓; units in billion USD ✓; all values above $210B lower bound ✓; values below $270B upper bound for central estimates (tail extends slightly above for 90th) ✓.
Percentile 10: 247.0 Percentile 20: 249.5 Percentile 40: 251.5 Percentile 60: 253.5 Percentile 80: 256.5 Percentile 90: 259.0
Analysis:
Target variable / resolution criteria NVIDIA’s TTM revenue in billion USD at the end of Q1 FY2027, defined as Q2 FY2026 + Q3 FY2026 + Q4 FY2026 + Q1 FY2027 reported revenue.
Outside view base rate distribution Prior outside view:
Primary, high-quality, directly relevant facts
Reliable aggregated market data
Historical beat-rate evidence
Secondary analysis on supply and demand
China / export-ban commentary
Strong evidence
Moderate evidence
Weak evidence
The question is effectively about a quarter ending in about 5 days, with disclosure in roughly 4 weeks. That is a very short forecasting horizon. Most uncertainty is now accounting/timing and shipment recognition, not macro demand.
Start from the outside view centered around about 250–254B TTM. The inside view should not move far because the outside view already used most of the relevant evidence. Still, a few factors justify a small refinement:
Management’s 78.0B guide is the anchor.
Since three quarters are fixed, every 1B shift in Q1 moves TTM by exactly 1B. The guide implies 249.876B TTM. For a company this close to quarter-end, official guidance is usually the best single-point anchor.
The guide already excludes China Data Center compute revenue.
This materially reduces downside relative to headlines about the H20 ban. The main widely discussed policy risk seems mostly embedded already.
NVIDIA’s beat tendency argues for a modest upward tilt, not a huge one.
The company has often guided conservatively, but historical average beats likely overstate current upside because revenue is now much larger and supply is the bottleneck. I therefore use a smaller beat expectation than the long-run 10%, and even a bit below the recent 5.2% as a central tendency.
Supply constraints cap upside.
“Sold out” does not mean unlimited recognized revenue in this quarter. It often means backlog is strong. CoWoS/HBM constraints reduce the plausibility of an extreme beat.
Quarter-end timing lowers both tails.
With only days left in the quarter, extreme surprises become less likely unless there is a recognition or shipment timing issue.
Net effect versus outside view: a slight tightening and a small downward nudge in upper-tail exuberance, because supply constraints make a 258+ TTM less likely than the most optimistic historical-beat extrapolation suggests. But I still keep a right-skew because guidance beats are common.
Let Q1 FY2027 revenue = X. Then TTM = 171.876 + X.
These scenario weights sum to 1.00 and imply a distribution centered near 252B TTM, with most mass in roughly 248–255B.
Distribution calibration Current-trend continuation suggests: guide at 78.0B, plus NVIDIA’s habitual modest beat, minus some compression of beat magnitude from supply limits. That points to a central estimate around 80–81B Q1 revenue, i.e. roughly 251.9–252.9B TTM.
I want a true distribution, not an over-tight one. Because the quarter is nearly complete, uncertainty is narrower than normal, but not so narrow that misses or strong beats are impossible.
A useful sensitivity check:
So I settle on a slightly tighter and slightly less exuberant version of the outside view:
Checklist:
Percentile 10: 247.4 Percentile 20: 248.9 Percentile 40: 251.0 Percentile 60: 252.8 Percentile 80: 255.0 Percentile 90: 257.2
Analysis: (a) Source analysis (chronological order) • [S27] & [S28] & [S32]/[S34] – NVIDIA 10-Q/press releases (Aug-Dec 2025 & Feb 2026). Primary, audited/unaudited but official. Provide the three already-known quarterly revenues. Pure fact—highest quality.
• [S5] – Q4 FY2026 earnings release (25 Feb 2026). Primary source: Q4 revenue, Q1 FY2027 guidance ($78 B ± 2 %) and “zero-China” assumption. Fact; guidance is management’s own forecast, but historically conservative.
• [S2] – Consensus database (mid-Apr 2026). Secondary but systematic; fact for analyst mean ($78.79 B) and beat history.
• [S26]/[S30]/[S24]/[S25] – Financial-press summaries (Feb–Apr 2026). Secondary. Mix of facts (beat frequency, earnings date) and bullish opinion; treat as moderate quality.
• [S35]/[S36] – Supply-chain commentary (Mar–Apr 2026). Secondary. Facts: CoWoS & HBM fully booked; opinions: upside is capped. Moderate.
• [S18]/[S17]/[S19] – Media on China export policy (2025-26). Tertiary. Facts on policy dates; estimates of $2.5 B effect are speculative. Weak-to-moderate.
(b) Evidence weighting
Strong evidence
(c) Timeframe analysis
Forecast horizon: 1 month to earnings (29 days), 100 days to question close. If horizon were halved (≈2 weeks), uncertainty would shrink slightly (orders already shipped). If doubled (≈2 months after earnings), uncertainty would be almost nil because the figure will already be public.
(d) Justification of shifts from outside view
Base-rate centre = guide midpoint TTM 249.9 B.
Upward shift (+3–5 B) justified by: • Structural conservative guidance + 92 % beat rate (strong).
• Demand > supply and backlog visibility (moderate).
Downward protection: • Guidance already excludes China; miss would require unusual supply/recognition issue (strong).
• Largest prior miss was –4 % in 2020; no precedent at current scale (moderate).
Supply-cap evidence trims far-right tail: probability of >11 % beat judged small.
Net: distribution remains right-skewed but fairly tight: 10th≈247 B, 90th≈257 B.
(e) Quantitative model – mutually-exclusive scenarios
Distribution calibration Computed percentiles from the scenario mix (uniform within ranges):
Percentile 10 ≈ 247.6 B
Percentile 20 ≈ 250.2 B
Percentile 40 ≈ 251.5 B
Percentile 60 ≈ 253.1 B
Percentile 80 ≈ 254.9 B
Percentile 90 ≈ 257.0 B
Checklist:
Percentile 10: 247.6 Percentile 20: 250.2 Percentile 40: 251.5 Percentile 60: 253.1 Percentile 80: 254.9 Percentile 90: 257.0
Analysis: (a) Source analysis (facts vs opinions, quality, date)
• S5, S27, S28, S32, S34 (Feb-25-26 & earlier NVDA 10-K/press releases): primary, audited/unaudited financials. Highest quality, entirely factual.
• S2, S26, S30 (Apr-17-26 FactSet/Bloomberg dashboards & statistical write-ups): secondary but data-driven, good methodology. Facts: consensus $78.79 B, beat history 22/24 qtrs.
• S18 (TIME Aug-13-25) & S19 (EconTimes Oct-30-25): journalistic estimates about China; partly speculative, moderate quality.
• S35–S36 (Apr-26 supply-chain blogs): opinion-heavy on CoWoS/HBM constraints; weak–moderate evidence.
• Remaining items (S6-S9, S14-S25, S31): analyst notes or press digests, mix of quotes (factual) and commentary (opinion). Overall reliability: good for quoted figures/guidance, low for colour commentary.
(b) Evidence analysis (strength per weighing rubric)
Strong evidence
Moderate evidence
Weak evidence
(c) Time-frame analysis
Horizon to resolution: 100 days; to earnings print: 28 days. If the horizon were halved (14 days before earnings), uncertainty would fall only marginally because printed revenue would still be unknown; if doubled (200 days) it would not matter because the definitive 10-Q will already be public by August.
(d) Justification – shifts from outside view
Base outside-view distribution (relative to $78 B guide) used the empirical ±0–10 % beat/miss envelope. Current evidence does not reveal new downside (China already at zero, supply stable) but does confirm the usual conservative bias. Therefore I tilt probabilities slightly toward a 3-6 % beat, nudging the median TTM to ≈$252.5 B and fattening the right tail a bit. I leave a 10 % chance of an unprecedented miss (supply accident or macro shock) to respect tail risk.
(e) Quantitative model – mutually exclusive scenarios
Supply disruption or capex pause
• Q1 prints $74–76 B (-5 % to -2 % vs guide)
• TTM 246–248 B
• Probability = 0.10 (rare: 2/24 prior quarters missed)
In-line execution, exactly meets guidance
• Q1 $76.5–79 B (-2 % to +1 %)
• TTM 248–251 B
• Probability = 0.25
Typical beat (recent 4-qtr avg +4–6 %)
• Q1 $81–82 B
• TTM 253–254 B
• Probability = 0.40
Strong beat (+7–9 %), no China, supply maxed out
• Q1 $83–85 B
• TTM 255–257 B
• Probability = 0.20
Exceptional beat (>+11 %): partial China thaw and/or early Rubin pull-in
• Q1 ≥87 B
• TTM ≥259 B
• Probability = 0.05
Weighted mean ≈ 252.9 B; median falls in Scenario 3 band (~252.5 B).
Distribution calibration Mapping cumulative probabilities to percentiles yields:
10 % ≈ 248.0 B (upper end of Scenario 1)
20 % ≈ 249.5 B
40 % ≈ 251.5 B
60 % ≈ 253.0 B
80 % ≈ 255.5 B
90 % ≈ 257.5 B
Spread (90th–10th) = 9.5 B, ~3.8 % of median – wide enough for unknown unknowns yet tighter than generic macro forecasts because 75 % of the TTM is already fixed.
Checklist:
Percentile 10: 248.0 Percentile 20: 249.5 Percentile 40: 251.5 Percentile 60: 253.0 Percentile 80: 255.5 Percentile 90: 257.5
To arrive at our forecast for NVIDIA’s trailing twelve-month (TTM) revenue, we began by decomposing the metric into its four constituent quarters. We identified that three of these quarters—corresponding to the second, third, and fourth quarters of fiscal year 2026—have already been officially reported in SEC filings. We treated these figures as “locked-in” constants, which significantly narrowed the range of uncertainty for the total TTM figure.
The crux of our reasoning then shifted to predicting the final missing piece: the revenue for the first quarter of fiscal year 2027. Our primary anchor was the official management guidance provided by the company, which we cross-referenced with external market signals and supply-side data. Specifically, we analyzed production reports from major foundry partners like TSMC and record electronics export data from Taiwan, both of which indicated extremely robust demand for AI accelerators and high-performance computing.
We also accounted for the company’s historical tendency to exceed its own conservative guidance. While we integrated potential headwinds—such as supply tightness in the gaming segment and export restrictions affecting certain international markets—the overwhelming momentum in data center infrastructure led us to weight our expectations toward a modest revenue beat. Our final thinking reflects a high-conviction estimate anchored by firm historical data, with a narrow distribution of outcomes dictated by the company’s specific quarterly guidance.