AI Consensus Investment Thesis
NuScale Power (SMR) Stock Forecast and AI Rating
Forecast targets and rating
Final recommendation
No Action - Keep Monitoring
One horizon is weak; wait for clearer confirmation.
1-Year
PARTIALLY SELL$9.02
-8.8%5-Year
NEUTRAL$22
+125.0%Latest flagship insight
Why the AI Power Boom Masks a Catastrophic Shareholder Dilution Trap
There is a sharp divergence across reports regarding this nuclear pioneer. While high consensus exists on the massive long-term AI data center power demand, analysts clash over whether severe shareholder dilution and high capital costs will systematically destroy per-share equity value before commercialization milestones are reached.
This is the latest published deep-analysis batch. Audit previous forecasts in full transparency
Warren Buffett (Value Purist), Superintelligence (Anthropologist), Ray Dalio (Strategist), Machiavelli (Insider), Elon Musk (Visionary), Michael Burry (Vulture), J.P. Morgan (Titan), Sherlock Holmes (Whistleblower). Some archetypes run in multiple modes, resulting in 12 advisors total.
Research support only. We don't give financial advice.
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GrokExecutive Summary
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Interactive forecast chart
The investment thesis presents a stark conflict between a compelling secular macro narrative and highly toxic microeconomics. The base-case consensus acknowledges that the exponential growth of AI compute demands massive, zero-carbon baseload powerbaseload powerThe minimum level of electricity demand that a power system must supply continuously.View full glossary entry, positioning small modular reactorsmall modular reactorsSmall modular reactors (SMRs) are smaller-scale nuclear reactors designed for modular manufacturing and flexible deployment.View full glossary entry technology as a strategic civilizational necessity. However, the corporate vehicle is structurally impaired by a severe cash burncash burnThe rate at which a company consumes its cash reserves to fund operations before achieving profitability.View full glossary entry rate and a reliance on continuous, highly dilutive equitydilutive equityIssuance of new shares that reduces the ownership percentage and earnings per share for existing shareholders.View full glossary entry issuance to fund its pre-revenue commercialization phase. While the technology holds an exclusive regulatory moatregulatory moatA competitive advantage created when licenses, approvals, compliance expertise, or regulatory scale are difficult for new entrants to replicate.View full glossary entry, the present value of distant cash flows is heavily discounted under a restrictive monetary regimemonetary regimeThe prevailing framework of central-bank policy, interest rates, money creation, and exchange-rate management.View full glossary entry, making standalone survival highly precarious.
Key insights
- The exclusive regulatory design certification provides a multi-year competitive moateconomic moatCompetitive advantage protecting market share and profitability from rivals.View full glossary entry but does not guarantee commercial viability or near-term cash generation.
- Relentless shareholder dilution through at-the-market equity facilities acts as a mechanical anchor on per-share intrinsic valueintrinsic valueThe estimated true worth of a business or asset based on fundamentals instead of short-term market mood.View full glossary entry.
- First-of-a-kind execution risks remain exceptionally high, with actual commercial module deployment delayed until the next decade.
- The restrictive cost of capitalcost of capitalCost of capital is the required return investors demand to fund a business, project, or asset, reflecting risk and financing mix.View full glossary entry regime and steep yield curveyield curveThe relationship between interest rates and the maturity of debt securities.View full glossary entry severely penalize long-duration, capital-intensive infrastructure projects.
- Strategic sovereign backing and potential hyperscaler partnerships establish a speculative valuation floorvaluation floorA price or valuation level believed to have durable support from cash flows, assets, policy, or demand.View full glossary entry based on technology scarcity.
- Insider capital flightcapital flightRapid outflow of assets from a country due to economic or political instability.View full glossary entry and primary partner share liquidations signal deep skepticism regarding near-term commercial profitability timelines.
- Sophisticated investors must prioritize monitoring cash runway and non-dilutive financing milestones over speculative thematic AI headlines.
Deep Dive
Alpha Gap & Repricing Catalysts
Where does the current market narrative diverge from our AI Forecasts—and what could close the gap?
Market Narrative
What does the market currently expect? The dominant crowd and media narrative is highly optimistic, viewing the asset as a premier pure-play beneficiary of the AI data center infrastructure boom. Speculators and retail investors believe that the insatiable demand for 24/7 carbon-free baseload powerbaseload powerThe minimum level of electricity demand that a power system must supply continuously.View full glossary entry guarantees commercial success. The market heavily anchors on the company's unique regulatory design certification, treating it as an automatic ticket to market dominance. This conventional view largely overlooks the severe operational cash burncash burnThe rate at which a company consumes its cash reserves to fund operations before achieving profitability.View full glossary entry, structural unprofitability, and long commercialization timelines, choosing instead to price the pre-revenue company as if it were already a mature, cash-generating utility.
Alpha Gap
What is the biggest difference between market expectations and our AI forecasts? The core information gap lies in the profound disconnect between a compelling macroeconomic narrative and toxic corporate finance. While the crowd is mesmerized by the multi-billion-dollar AI power market, they systematically ignore the brutal reality of the company's capital structurecapital structureThe mix of debt and equity used to finance a business.View full glossary entry. The company is incinerating over $750 million in free cash flowfree cash flowFree cash flow (FCF) is cash generated after operating expenses and capital expenditures that remains available for debt reduction, reinvestment, or shareholder returns.View full glossary entry annually against negligible revenue, surviving solely through aggressive shareholder dilution. Furthermore, the market conflates regulatory approval with commercial viability. While the technology may eventually succeed, current shareholders face near-certain value destruction as the company must continuously issue massive amounts of equity to cross the pre-commercialization valley of deathvalley of deathThe critical period where a pre-revenue company must survive before achieving commercial viability and positive cash flow.View full glossary entry. Agility and fuel architecture advantages are also ignored, as competitors face severe fuel supply bottlenecks that the company avoids.
Repricing Catalyst
What could make the market recognize and close that gap? The primary catalyst to close the information gap is the rapid exhaustion of the company's current cash runway, which will force a highly dilutive equitydilutive equityIssuance of new shares that reduces the ownership percentage and earnings per share for existing shareholders.View full glossary entry offering or a structured debt round within the next 12 to 18 months. This event will force the market to confront the true cost of capitalcost of capitalCost of capital is the required return investors demand to fund a business, project, or asset, reflecting risk and financing mix.View full glossary entry and fundamental cash burncash burnThe rate at which a company consumes its cash reserves to fund operations before achieving profitability.View full glossary entry. Conversely, a positive convergence trigger would be the formal execution of a binding, fully funded off-take agreement or a direct strategic investment from a major hyperscaler or sovereign entity, which would absorb the capital risk.
Sentiment and Timing
What do sentiment, volatility, and the market-recognition cycle suggest about the thesis timing?
- Greed / Fear
- Mixed
- Volatility
- High Erratic
- Cycle position
- Overshoot
While there is strong consensus that expected volatility will remain high and erratic, reports diverge on the sentiment cycle. Some view the asset as being in a speculative overshoot phase driven by AI hype, while others suggest it is entering a stabilization or reversal phase as fundamental cash burncash burnThe rate at which a company consumes its cash reserves to fund operations before achieving profitability.View full glossary entry realities begin to weigh on investor enthusiasm.
Macro Regime Fit
Does the current market environment support the thesis? The macroeconomic regimemacroeconomic regimeThe prevailing set of economic conditions including interest rates and inflation that influence asset pricing.View full glossary entry presents a severe structural headwind. The central bank's tighter-for-longer interest rate policy and a steepening yield curveyield curve steepeningA widening spread between short-term and long-term interest rates, often signaling economic shifts.View full glossary entry are highly hostile to pre-revenue, long-duration infrastructure assets. Elevated discount rates heavily penalize the present value of cash flows expected in the 2030s, while high borrowing costs raise the hurdle rate for utility partners. However, this financial headwind is partially offset by a supportive geopolitical regime, where energy security concerns and the race for AI supremacy compel state-backed subsidies and strategic alliances.
Advisor Disagreement
What do our AI Advisors disagree about most? The primary disagreement across reports centers on the company's survival timeline and the ultimate path of the stock price. Bearish perspectives argue that relentless shareholder dilution and high interest rates will inevitably drag the stock toward zero, rendering the equity vehicle structurally uninvestable. Conversely, bullish and strategic views contend that the company's unique regulatory moatregulatory moatA competitive advantage created when licenses, approvals, compliance expertise, or regulatory scale are difficult for new entrants to replicate.View full glossary entry and the civilizational necessity of AI baseload powerbaseload powerThe minimum level of electricity demand that a power system must supply continuously.View full glossary entry establish a valuation floorvaluation floorA price or valuation level believed to have durable support from cash flows, assets, policy, or demand.View full glossary entry, predicting that a major tech hyperscaler or sovereign entity will inevitably step in to fund or acquire the company, bypassing traditional capital market constraints.
Base-Case Forces
Near-certain positive forces
Top Drivers / Tailwinds
Near-certain forces that support the investment thesis. These forces are treated as part of the base case (more than 60% probability of occurrence). Impact columns are specific to this asset class.
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| Driver / Tailwind | Category | Est. stock-price impact | Est. earnings impact | Why it matters |
|---|---|---|---|---|
| AI Data Center Baseload Powerbaseload powerThe minimum level of electricity demand that a power system must supply continuously.View full glossary entry Demand | Sector And Industry | +80% | +40% | The exponential growth of artificial intelligenceartificial intelligenceComputer systems designed to perform tasks that ordinarily require human perception, reasoning, learning, language, or decision-making.View full glossary entry and gigawatt-scale data centers has triggered an insatiable demand for continuous, zero-carbon baseload powerbaseload powerThe minimum level of electricity demand that a power system must supply continuously.View full glossary entry. Intermittent renewable energy sources cannot satisfy these 24/7 compute loads. This structural deficitstructural deficitA persistent gap between supply and demand, revenue and spending, or another economic balance that is not explained by a normal cycle.View full glossary entry places the company's small modular reactorssmall modular reactorsSmall modular reactors (SMRs) are smaller-scale nuclear reactors designed for modular manufacturing and flexible deployment.View full glossary entry at the center of a massive infrastructure buildout, attracting speculative capital and providing a powerful narrative tailwind that supports the stock price despite weak current financials. |
| Exclusive NRC Design Certification Moat | Regulatory | +40% | +20% | The company holds the first and only Small Modular Reactorsmall modular reactorsSmall modular reactors (SMRs) are smaller-scale nuclear reactors designed for modular manufacturing and flexible deployment.View full glossary entry design certification from the US Nuclear Regulatory Commission. In a highly regulated sector where licensing takes decades and billions of dollars, this regulatory monopoly serves as an insurmountable barrier to entry for competitors. This head start makes the company the default partner for near-term domestic deployments and strategic utility discussions, securing a baseline valuation premium. |
| Sovereign Energy Security and Subsidies | Political And Geopolitical | +30% | +15% | Global energy shocksenergy shockA sudden disruption or price change in energy markets that affects inflation, demand, and operating costs.View full glossary entry and geopolitical fragmentationgeopolitical fragmentationStructural shifts in global trade and policy impacting international business operations and market access.View full glossary entry have elevated domestic nuclear power to a national security imperative. Governments are actively subsidizing nuclear supply chains through cost-sharing awards, strategic defense initiatives, and international partnerships. This sovereign backing helps socialize early construction risks, artificially extending the company's survival runway and insulating it from pure free-market cost-of-capital constraints. |
| Conventional Fuel Architecture Advantage | Competitive Positioning | +20% | +10% | Unlike advanced Generation IV competitors that rely on High-Assay Low-Enriched Uranium (HALEU)—a supply chainsupply chainThe network of suppliers, producers, logistics providers, distributors, and customers involved in creating and delivering a product or service.View full glossary entry heavily concentrated in Russia and commercially immature in the West—the company's reactors utilize conventional Low-Enriched Uranium. This fuel security bypasses a critical geopolitical chokepoint, pulling forward potential commercialization timelines and making the technology more legally and physically deployable in this decade. |
Near-certain negative forces
Top Frictions / Headwinds
Near-certain forces that could slow, cap, or damage the thesis. These forces are treated as part of the base case (more than 60% probability of occurrence). Impact columns are specific to this asset class.
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| Friction / Headwind | Category | Est. stock-price impact | Est. earnings impact | Why it matters |
|---|---|---|---|---|
| Relentless Shareholder Dilution | Capital Allocation | -75% | -60% | The company's underlying business model is a severe capital incinerator, burning over $750 million in free cash flowfree cash flowFree cash flow (FCF) is cash generated after operating expenses and capital expenditures that remains available for debt reduction, reinvestment, or shareholder returns.View full glossary entry annually against negligible revenue. To survive, management relies on continuous, aggressive at-the-market equity offerings, resulting in a catastrophic net buyback yield. This perpetual expansion of the share count systematically destroys per-share intrinsic valueintrinsic valueThe estimated true worth of a business or asset based on fundamentals instead of short-term market mood.View full glossary entry, acting as a massive structural anchor on long-term stock performance. |
| First-of-a-Kind Execution Risks | Operational Efficiency | -45% | -50% | The history of nuclear construction is plagued by severe cost overruns and schedule delays. The high-profile cancellation of the flagship UAMPS project due to spiraling cost projections proved that the company's modular economics are highly vulnerable to supply chain inflationsupply chain inflationPrice pressure caused by higher transport, input, inventory, or production costs across supply networks.View full glossary entry and engineering overruns. These physical execution risks threaten to delay commercial revenue realization deep into the 2030s, worsening the cash bleed. |
| Restrictive Cost of Capitalcost of capitalCost of capital is the required return investors demand to fund a business, project, or asset, reflecting risk and financing mix.View full glossary entry | Macroeconomic And Macrofinancial | -35% | -25% | The central bank's higher-for-longer interest rate regimeinterest rate regimeA persistent pattern in policy rates and market yields that shapes borrowing costs, discount rates, and asset values.View full glossary entry and a steepening yield curveyield curve steepeningA widening spread between short-term and long-term interest rates, often signaling economic shifts.View full glossary entry are highly hostile to capital-intensive, long-duration infrastructure projects. SMR deployment requires massive upfront capital before generating yield. Elevated discount rates severely damage the net present value of distant cash flows, while high borrowing costs raise the hurdle rate for utility partners trying to finance these builds. |
| Insider Capital Flightcapital flightRapid outflow of assets from a country due to economic or political instability.View full glossary entry | Management And Governance | -30% | -5.0% | The aggressive liquidation of shares by the company's primary backer and engineering partner, Fluor Corporation, signals profound insider skepticism regarding the timeline and profitability of commercial deployment. When the principal architect and largest insider actively monetizes its stake into the AI-driven hype cycle, it undermines market confidence in management's narrative of imminent business success. |
What Could Break or Accelerate the Thesis
Plausible downside scenarios
Tail Risks
Tail yet plausible downside scenarios selected for their highest potential impact.
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| Tail scenario | Chance of Occurring | Stock Price Impact | Exposure category | Why plausible / what changes |
|---|---|---|---|---|
| Terminal Liquidity Death Spiralliquidity death spiralA self-reinforcing decline in which funding stress forces asset sales or dilution that further weakens liquidity and confidence.View full glossary entry | 40% | -85% | Capital Allocation | If the equity market loses its appetite for continuous share offerings, the company's cash runway will rapidly exhaust against its $750 million annual deficit. Unable to secure non-dilutive funding, management would be forced into toxic convertible debtconvertible debtDebt instruments convertible into equity, impacting balance sheet risk and potential shareholder dilution.View full glossary entry or highly discounted equity rounds, triggering a death spiraldeath spiralA self-reinforcing deterioration in which weakening fundamentals trigger actions that cause further decline.View full glossary entry that permanently impairs common equity and leads to restructuring. |
| Flagship Project Pipeline Collapse | 35% | -70% | Operational Efficiency | The remaining flagship agreements (such as the TVA or RoPower projects) collapse due to spiraling cost estimates, mirroring the prior UAMPS failure. Without a viable commercial pipeline, the market would realize the levelized cost of energy for the design is fundamentally uncompetitive, triggering a permanent loss of confidence and a catastrophic capitulation in the stock. |
Plausible upside scenarios
Tail Opportunities
Tail yet plausible upside scenarios selected for their highest potential impact.
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| Tail scenario | Chance of Occurring | Stock Price Impact | Exposure category | Why plausible / what changes |
|---|---|---|---|---|
| Direct Hyperscaler Strategic Acquisition | 25% | +150% | Competitive Positioning | A mega-cap technology company, desperate to secure 24/7 clean power for its AI data centers, decides to acquire the company outright or take a massive controlling stake. This would instantly eliminate the company's existential liquidity and dilutiondilutionReduction in ownership percentage for existing shareholders caused by the issuance of new equity shares.View full glossary entry risks, transferring the immense cash burncash burnThe rate at which a company consumes its cash reserves to fund operations before achieving profitability.View full glossary entry to a fortress balance sheetfortress balance sheetA financial position with high liquidity and low debt, providing resilience against market volatility.View full glossary entry and triggering a violent upward re-ratingupward re ratingAn increase in the valuation multiple assigned to a business or asset after market expectations improve.View full glossary entry of the stock. |
| Massive Non-Dilutive Federal Grant | 30% | +80% | Political And Geopolitical | Under national security and energy independence mandates, the Department of Energy or Department of Defense fully underwrites the construction of the first commercial fleet of reactors with a multi-billion-dollar non-dilutive grant. This would resolve going-concern risks, secure the balance sheetbalance sheetA financial statement showing assets, liabilities, and equity at a specific point in time.View full glossary entry, and validate the commercial pipeline without diluting existing shareholders. |
Company Financial Analysis
NuScale Power Earnings and Financials Analysis by AI
Financial figures available as of Jul 05, 2026. Only filings and source records available by this analysis date are included.
Earnings and financials
The company's financial reports show a business that is losing massive amounts of money while bringing in almost no revenue. Currently, annual revenue is a tiny $18.7 million, while operating losses have ballooned to over $690 million, leading to a staggering cash burn of $753 million per year. All reports agree that this current trend is financially unsustainable and that the company is essentially operating as a highly expensive research project rather than a self-sustaining business. However, opinions clash on the future outlook. Optimistic views suggest that revenue will explode once the first commercial reactors are built and deployed in the 2030s, while cautious views warn that the company will run out of money long before then, forcing continuous stock sales that will hurt existing investors.
Revenue, earnings, and cash flow
The table compares up to five fiscal years of revenue, net income, and free cash flow available to this analysis.
| Fiscal year | Revenue | Net income | Free cash flow |
|---|---|---|---|
| 2025 | USD 31.5M | USD -355.8M | USD -460.1M |
| 2024 | USD 37M | USD -136.6M | USD -108.7M |
| 2023 | USD 22.8M | USD -58.4M | USD -185M |
| 2022 | USD 11.8M | USD -57.1M | USD -150.9M |
| 2021 | USD 2.9M | USD -102.5M | USD -101.1M |
Valuation context: historical P/E
The table compares up to five fiscal years of point-in-time valuation evidence available to this analysis.
| Fiscal year | P/E | Earnings basis | Currency basis | Ticker / reporting |
|---|---|---|---|---|
| 2025 | -- | TTM | Loss-making | USD / USD |
| 2024 | -- | TTM | Loss-making | USD / USD |
| 2023 | -- | TTM | Loss-making | USD / USD |
| 2022 | -- | Annual | Loss-making | USD / USD |
| 2021 | -- | Annual | Loss-making | USD / USD |
P/E uses historical market capitalization and earnings known at each period. Cross-currency observations are normalized to USD using point-in-time FX rates.
Profitability and margins
The company currently has no real profitability, with operating margins deeply negative at worse than minus 300 percent. Because revenue is so small compared to massive fixed engineering costs, traditional profit metrics are practically meaningless. Reports agree that margins will remain deeply in the red for at least the next three to four years as the company struggles to build its first reactors. The main disagreement lies in the long-term outlook: optimistic reports believe that mass-producing standardized reactor modules in factories will eventually unlock highly profitable licensing and maintenance margins, while bearish reports argue that inflationary cost overruns on specialized materials and labor will permanently destroy the company's unit economics, making profitable operations an impossible dream.
The table compares up to five fiscal years of operating income and reported profitability margins.
| Fiscal year | Operating income | Operating margin | Net margin |
|---|---|---|---|
| 2025 | USD -689.6M | -2190.6% | -1130.3% |
| 2024 | USD -138.7M | -374.5% | -368.8% |
| 2023 | USD -275.6M | -1208.1% | -255.9% |
| 2022 | USD -230M | -1948.4% | -483.5% |
| 2021 | USD -174.3M | -6090.1% | -3581.2% |
Balance sheet and leverage
At first glance, the company's balance sheet looks safe because it holds around $1 billion in cash and has almost no traditional debt. However, reports agree that this financial safety is an illusion. This cash was not earned from selling products; it was raised entirely by printing and selling massive amounts of new stock, which dilutes current shareholders. With an annual cash burn of $753 million, this cash pile is a rapidly melting ice cube that provides less than two years of survival runway. While the lack of debt protects the company from immediate interest rate pressure, its total reliance on volatile stock markets for survival makes it highly fragile. If investors lose interest in the AI energy story, the company will face an immediate funding crisis.
The table compares up to five fiscal years of debt, liquidity, net cash or debt, and current-ratio evidence.
| Fiscal year | Total debt | Cash + short-term investments | Net cash / (debt) | Current ratio |
|---|---|---|---|---|
| 2025 | USD -836.4M | USD 1.3B | USD 836.4M net cash | 4.30x |
| 2024 | USD -401.6M | USD 441.6M | USD 401.6M net cash | 5.25x |
| 2023 | USD 2.9M | USD 120.3M | USD 117.3M net cash | 1.77x |
| 2022 | USD 4.4M | USD 267.7M | USD 213.3M net cash | 7.38x |
| 2021 | USD 15.4M | USD 77.1M | USD 61.7M net cash | 1.78x |
Net debt below zero is displayed as net cash. Current ratio is current assets divided by current liabilities.
Capex and investment intensity
While the company's official capital expenditures look small on paper, its true investment intensity is incredibly high and hidden within massive research, development, and engineering payroll costs. The company is spending heavily to finalize its reactor designs, secure regulatory approvals, and establish a brand-new industrial supply chain. Reports agree that this heavy spending is absolutely necessary to bring small modular reactors to market, but it represents a high-risk gamble with no guaranteed payback for many years. Some analysts believe this intense spending is a smart, long-term investment that will secure a monopoly in clean energy, while others argue that spending hundreds of millions of dollars on unproven technology in a high-interest-rate environment is highly dangerous and likely to destroy shareholder value.
The table compares up to five fiscal years of capital expenditure and research-and-development investment.
| Fiscal year | Capital expenditure | R&D spend |
|---|---|---|
| 2025 | USD 508K | USD 45.5M |
| 2024 | USD 44K | USD 46.8M |
| 2023 | USD 1.7M | USD 156.1M |
| 2022 | USD 2.3M | USD 127.7M |
| 2021 | USD 2M | USD 94.4M |
Quarterly Forecast Scenarios
NuScale Power Quarterly Forecast Scenarios
One row per forecast quarter. Asset scenario targets are shown in USD; benchmark values are shown in USD.
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| Timeline | Bear Case Stock Price (USD) | Base Case Stock Price (USD) | Bull Case Stock Price (USD) | S&P 500 benchmark (USD) |
|---|---|---|---|---|
| $8.296 | $9.0768 | $12.20 | $736.09 | |
| $6.6368 | $8.8504 | $14.64 | $724.14 | |
| $5.6413 | $8.5289 | $13.18 | $713.57 | |
| $5.0772 | $9.0192 | $15.15 | $723.38 | |
| $4.0617 | $8.7924 | $16.38 | $716.61 | |
| $3.6555 | $7.9025 | $15.07 | $738.34 | |
| $3.1072 | $8.7631 | $17.33 | $746.91 | |
| $2.7965 | $9.4618 | $21.15 | $771.93 | |
| $3.163 | $9.6169 | $23.69 | $782.73 | |
| $2.9939 | $9.8959 | $25.58 | $807.31 | |
| $2.5541 | $9.3619 | $21.74 | $822.72 | |
| $2.2987 | $10.74 | $25.93 | $846.10 | |
| $2.0794 | $12.10 | $32.07 | $852.53 | |
| $1.9654 | $13.72 | $38.49 | $882.91 | |
| $1.8082 | $14.01 | $43.10 | $900.46 | |
| $1.5912 | $15.24 | $50.86 | $922.67 | |
| $1.5116 | $15.49 | $54.93 | $935.91 | |
| $1.287 | $17.31 | $62.62 | $952.30 | |
| $1.2226 | $20.23 | $76.40 | $976.28 | |
| $1.1632 | $22.25 | $87.86 | $1,002 |
Research Provenance
References & Context
This NuScale Power consensus analysis combines structured market evidence with independent AI-agent forecasts. External references below are limited to sources recorded by the researcher agents for this forecast batch.
Primary analysis inputs
- iPulse AI Multi-Agent Forecasts — independent analyst personas, model outputs, and consensus synthesis.
- iPulse AI Global Events Context — macroeconomic, geopolitical, regulatory, and industry-event context.
- Structured market history — prices, distributions, volatility, identifiers, and listing metadata.
- Company earnings and financial statements — revenue, profitability, balance-sheet, cash-flow, and investment trends.
Independent AI Advisor panel
- AI Advisors
- 12
- AI Researchers
- 7
- AI Thinkers
- 5
Context retained with this Consensus
The same public-safe market, global-event, and fundamental context supplied to the AI Advisor panel.
Global context snapshot
2025 Full-Year Global Market and World-Events Context
Download Archived SnapshotCoverage 2025-01-01 to 2025-12-31 · Knowledge cutoff 2025-12-31
- File size
- 90.8K bytes
- Words
- 12.8K words
- Characters
- 90.8K characters
This full-year context package covers the principal geopolitical, economic, monetary-policy, technology, trade, energy, and institutional developments that shaped global markets during 2025. It gives the forecasting model a chronological account of major world events together with their likely transmission into growth, inflation, interest rates, supply chains, commodities, currencies, public markets, and sector-level investment conditions.
The package also includes monthly and quarterly macroeconomic and cross-asset reference tables spanning US and international growth, central-bank policy, sovereign yields, major equity indices, foreign exchange, energy, industrial and precious metals, and digital assets. Quarterly and full-year high-impact summaries are integrated; monthly quantitative series remain working values pending final audit, and that qualification is part of the preserved context.
| Top 3 Market Shifts From File | Date | Status |
|---|---|---|
| DeepSeek shock and AI economics reset | 2025-01-27 | OPEN ENDED TREND |
| US tariff regime escalation and trade-system rupture | 2025-02-01 | ACTIVE POLICY REGIME |
| Federal Reserve easing cycle after a prolonged hold | 2025-09-17 | ACTIVE POLICY REGIME |
Representative Sources of the Context File
And more sources from the retained context package.
2026 Year-to-Date Global Market Context through 2026-05-31
Download Archived SnapshotCoverage 2026-01-01 to 2026-05-31 · Knowledge cutoff 2026-05-31
- File size
- 78K bytes
- Words
- 10.9K words
- Characters
- 78K characters
This year-to-date package described the geopolitical, macroeconomic, monetary-policy, technology, trade, energy, and cross-asset developments available through the batch knowledge cutoff of 2026-05-31.
It supplied dated market and policy context, including rates, sovereign yields, equities, foreign exchange, energy, metals, and digital assets, for the forecast generation workflow.
| Top 3 Market Shifts From File | Date | Status |
|---|---|---|
| The Iran and Strait of Hormuz conflict shocked energy markets | 2026-02-28 | STARTED AND ONGOING |
| U.S. monetary policy entered the Warsh transition | 2026-01-30 | STARTED AND ACTIVE POLICY TRANSITION |
| Agentic AI and infrastructure spending kept expanding | 2026-01-01 | OPEN ENDED |
Representative Sources of the Context File
And more sources from the retained context package.
Fundamental context
Income statement
34 fieldscostOfRevenue · currency_symbol · date · depreciationAndAmortization · +30 more fields
Balance sheet
64 fieldsaccountsPayable · accumulatedAmortization · accumulatedDepreciation · accumulatedOtherComprehensiveIncome · +60 more fields
Cash flow
32 fieldsbeginPeriodCashFlow · capitalExpenditures · cashAndCashEquivalentsChanges · cashFlowsOtherOperating · +28 more fields
Outstanding shares
4 fieldsdate · dateFormatted · shares · sharesMln
annual: 2020-12-31–2026-01-01, 12 periods; quarterly: 2023-06-30–2026-03-31, 12 periods
Currencies cited: USD (quote USD; primary reporting USD; converted/valuation USD).