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The Goldman Sachs Group AI Forecast Summary
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Browse Free Assets1 Year Ratings & Returns ()
Ratings: 2 Sell All 1 Partial Sell 2 Neutral 2 Buy 7 Strong Buy
Returns range: from -9.5% to +28.5%
5 Year Ratings & Returns ()
Ratings: 1 Partial Sell 4 Neutral 6 Buy 3 Strong Buy
Returns range: from -0.9% to +98.1%
Calculated from End of Date $865.82
What do advisors disagree on
The foremost disagreement across reports concerns the structural durability of return on equity. Bullish frameworks argue that expanding alternatives to 750 billion dollars alongside AI-driven workflow efficiencies permanently elevates sustainable return on tangible common equity to eighteen percent. Conversely, value and forensic perspectives demonstrate that recent earnings were inflated by clustered mega-IPOs and trading spread windfalls, arguing mid-cycle profitability centers near twelve to fourteen percent. The critical metric to monitor is whether quarterly investment banking fees can hold above three billion dollars as monetary tightening persists.
Compare all 14 opinions1 Year & 5 Year ratings, targets & returns · Sorted by 5 Year price return
| Advisor | Model | Research | 1 Year | 5 Year | Full Report | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Target date | Rating | Price target | Price return | Return incl. dividends | Target date | Rating | Price target | Price return | Return incl. dividends | ||||
| Niccolo Machiavelli AI The Insider Framework | Gemini 3.8 Flash | Researcher Mode but Web Search Wasn't Used | $1,112.50 | +28.5% | +30.1% | $1,715.29 | +98.1% | +112.5% | Full report | ||||
| Ray Dalio AI The Strategist Framework | Gemini 3.8 Flash | Researcher Mode but Web Search Wasn't Used | $1,038.94 | +20.0% | +21.5% | $1,536.65 | +77.5% | +90.4% | Full report | ||||
| J.P. Morgan AI The Titan Framework | Gemini 3.8 Flash | Researcher Mode but Web Search Wasn't Used | $1,018.96 | +17.7% | +19.2% | $1,465.48 | +69.3% | +81.6% | Full report | ||||
| Superintelligence AI The Anthropologist Framework | Gemini 3.8 Flash | Researcher Mode but Web Search Wasn't Used | $1,060.13 | +22.4% | +24.0% | $1,454.49 | +68.0% | +80.2% | Full report | ||||
| Universal Investor AI The Polymath Framework | Gemini 3.8 Flash | Researcher Mode but Web Search Wasn't Used | $1,080.31 | +24.8% | +26.3% | $1,424.48 | +64.5% | +76.5% | Full report | ||||
| Universal Investor AI The Polymath Framework | GPT-6 Astra | Researcher Mode with Web Search Used | $920.27 | +6.3% | +7.6% | $1,310.13 | +51.3% | +62.3% | Full report | ||||
| Warren Buffett AI The Value Seeker Framework | Gemini 3.8 Flash | Thinker Mode with Web Search Disabled | $895.11 | +3.4% | +4.7% | $1,288.34 | +48.8% | +59.6% | Full report | ||||
| Universal Investor AI The Polymath Framework | Claude Opus 5 | Researcher Mode with Web Search Used | $865.79 | -0.0% | +1.3% | $1,266.35 | +46.3% | +56.9% | Full report | ||||
| Sherlock Holmes AI The Whistleblower Framework | Gemini 3.8 Flash | Researcher Mode but Web Search Wasn't Used | $979.57 | +13.1% | +14.6% | $1,229.55 | +42.0% | +52.4% | Full report | ||||
| Universal Investor AI The Polymath Framework | Gemini 3.8 Flash | Thinker Mode with Web Search Disabled | $903.68 | +4.4% | +5.7% | $1,111.17 | +28.3% | +37.7% | Full report | ||||
| Warren Buffett AI The Value Seeker Framework | Gemini 3.8 Flash | Researcher Mode but Web Search Wasn't Used | $950.75 | +9.8% | +11.2% | $1,102.04 | +27.3% | +36.6% | Full report | ||||
| Elon Musk AI The Visionary Framework | Gemini 3.8 Flash | Researcher Mode with Web Search Used | $931.08 | +7.5% | +8.9% | $1,087.98 | +25.7% | +34.8% | Full report | ||||
| Michael Burry AI The Vulture Framework | Gemini 3.8 Flash | Researcher Mode but Web Search Wasn't Used | $783.33 | -9.5% | -8.4% | $991.09 | +14.5% | +22.8% | Full report | ||||
| Superintelligence AI The Anthropologist Framework | Gemini 3.8 Flash | Thinker Mode with Web Search Disabled | $831.78 | -3.9% | -2.7% | $857.62 | -0.9% | +6.3% | Full report | ||||
Prices, dates & return assumptions
1 Year and 5 Year identify the original published checkpoints. Current returns compare the dated close with each fixed target over its remaining horizon. Original quarterly tables use the publication-time anchor. Targets and observed prices share a split-adjusted basis.
Ratings use the shared volatility-adjusted calculation.
Dividend returns model a 1.46% annual net yield, reinvested over the remaining time to target.
Ranges and rating distributions use matching currencies, price bases and target dates. Missing or expired checkpoints are excluded; targets are never extrapolated. Shared frameworks and models can produce correlated opinions.
The Goldman Sachs Group Stock Analysis & Forecast — Universal Investor The Polymath Framework on Gemini 3.8 Flash Model
Universal Investor AI · The Polymath Framework
5 Year Rating
5 Year Price Return
+64.5%
Incl. net dividends
+76.5%
Framework Description & Key Record Dates
Investment Framework
The Polymath Framework: Eight-Lens Investment Analysis Framework
Analysis Framework Description: Select the lenses with the greatest explanatory power, resolve their disagreements across horizons, and connect the evidence to a consistent thesis, scenario path, and verdict.
- Ownership and value: examine economic rights, competitive advantage, capital allocation, and the price paid.
- Regimes and constraints: connect credit, liquidity, policy, demand, and physical bottlenecks to the asset.
- Innovation and adaptation: test adoption economics, AI and robotics exposure, substitution, and value capture.
- Forensics and incentives: reconcile accounting, cash conversion, dilution, governance, and missing evidence.
- Expectations and reflexivity: distinguish changes in fundamentals from changes in narratives and valuation.
- Probabilities and resilience: use base rates, competing scenarios, catalysts, and the capacity to survive the wait.
- Power and the rules of the game: assess political interests, regulatory influence, protection, and dependency.
- Industry structure and consolidation: identify pricing power, chokepoints, alliances, and the economics of integration.
- Model Producer:
- Model Version:
- Gemini 3.8 Flash
- Mode Used:
- Researcher
- Input Data:
- Input records not available
- Forecast Target Date:
- Latest Known Price Date for Return Estimate Refresh:
- Forecast Published On:
- Forecast Generated On:
- Model knowledge cutoff:
- Supplied Context Data, Prices & Events Cutoff:
- Not recorded
Return calculation details
Current returns use the observed price and remaining time to the fixed published target. The quarterly table retains the original forecast anchor. Dividend-inclusive returns assume 1.46% annual net yield, reinvested until the target.
Full advisor report Chart, analysis, and sources
The Goldman Sachs Group: Historical Prices & Published Forecast
Analyzed by The Polymath Framework using the Gemini 3.8 Flash model
- Observed price
- Published advisor forecast
The Goldman Sachs Group: Quarterly Price Forecasts & Scenarios
Analyzed by The Polymath Framework using the Gemini 3.8 Flash model
Price targets, price returns and complete scenario reasoning
Forecast prices in USD. Price returns are cumulative from the original forecast anchor dated 2026-09-18; they exclude dividends. Swipe horizontally to read every column.
| Quarter | Forecast | Price return | Scenario |
|---|---|---|---|
| $999 | +6.0% | Execution of the blockbuster Anthropic IPO and year-end M&A completion rushes unlock massive fee windfalls. Rebounding from September rate jitters, surging underwriting revenue and robust fourth-quarter incentive fees drive immediate valuation expansion. | |
| $1,028 | +9.2% | Full-year 2026 earnings beat consensus as the post-consumer restructuring proves durable. Resumed four-billion-dollar quarterly share repurchases reduce share float, offsetting persistent wholesale funding cost pressures to maintain upward share momentum. | |
| $1,070 | +13.5% | Spring corporate recapitalizations and debt underwriting surges expand investment banking fees. Basel III regulatory revisions finalize with lowered capital surcharges, releasing balance-sheet capacity and catalyzing an institutional re-rating across diversified financial leaders. | |
| $1,080 | +14.7% | Seasonal summer trading deceleration and persistent high-for-longer policy rates temper top-line expansion. However, active currency and commodity market-making desks capture elevated bid-ask spreads, defending profitability and preserving core valuation gains. | |
| $1,124 | +19.3% | Private equity sponsor realizations surge as accumulated dry powder deploys before year-end. Goldman captures outsized advisory fees across landmark transactions, while alternative asset management incentive fees accelerate fourth-quarter net earnings growth. | |
| $1,146 | +21.7% | First-quarter results confirm consecutive record management fees as assets under supervision cross four-and-a-half trillion dollars. An announced dividend increase underscores capital discipline, though persistent commercial real estate loan provisions cap upside. | |
| $1,180 | +25.3% | Central bank monetary easing cycles commence, steepening yield curves and revitalizing leveraged buyout financing. Goldman’s debt underwriting desk captures surging syndicated loan demand, accelerating top-line revenue and expanding operating margins. | |
| $1,192 | +26.6% | Pre-election regulatory and trade policy uncertainty prompts temporary corporate deal hesitations. Institutional client equity hedging flows surge through Goldman's prime brokerage platform, offsetting slower advisory velocity and stabilizing net earnings. | |
| $1,228 | +30.4% | Post-election policy clarity ignites a cross-border merger wave across healthcare, technology, and industrial sectors. Advisory fee conversion accelerates sharply, while aggressive year-end share repurchases mechanically expand full-year diluted earnings per share. | |
| $1,253 | +33.0% | Fourth-quarter financial reporting confirms firmwide return on equity holding near eighteen percent. Scaled recurring wealth management revenues mitigate cyclical FICC trading moderation, reinforcing market perception of an enduring, higher-quality financial franchise. | |
| $1,278 | +35.6% | Secondary equity offerings and sovereign wealth fund co-investments accelerate across European and Asian franchises. Goldman expands market share in private credit distribution, delivering steady operating revenue growth and driving modest price appreciation. | |
| $1,265 | +34.3% | Mid-cycle macroeconomic growth moderation across global export hubs slows cross-border advisory announcements. Heightened compliance expenditures and localized credit write-downs cause slight earnings compression, prompting temporary multiple consolidation. | |
| $1,290 | +37.0% | Year-end balance-sheet optimization and robust trading desk capture of commodity volatility restore momentum. Accumulated share repurchases push share count below two hundred seventy million, accelerating per-share cash generation and supporting share prices. | |
| $1,316 | +39.7% | Annual results showcase record private equity and infrastructure fund performance fees. High client retention across private wealth management drives long-term fee compounding, overshadowing ongoing industry-wide deposit pricing competition. | |
| $1,342 | +42.5% | Deployment of proprietary automated market-making algorithms expands equities intermediation margins. Goldman gains institutional prime brokerage wallet share against European competitors, generating superior operating leverage and driving continued steady share appreciation. | |
| $1,342 | +42.5% | Global bond market yield fluctuations and regulatory adjustments enforce temporary trading desk leverage limits. Operating revenues remain resilient, but share prices consolidate as investors pause ahead of anticipated autumn strategic advisory pipelines. | |
| $1,369 | +45.3% | Consolidation across global energy infrastructure and artificial intelligence data center providers triggers massive advisory mandates. Fourth-quarter investment banking revenues reach multi-year highs, driving a late-year valuation lift and solidifying full-year performance. | |
| $1,383 | +46.8% | Full-year 2030 EPS exceeds ninety-five dollars, validating the five-year strategic transformation into a diversified wealth and banking titan. Another dividend hike reinforces total shareholder return, sustaining investor demand. | |
| $1,410 | +49.7% | Accelerated capital returns and expanding alternatives co-investment realizations drive return on tangible equity above nineteen percent. Strong institutional capital inflows into Goldman's credit vehicles support steady, quality-driven share price appreciation. | |
| $1,424 | +51.2% | Terminal forecast period exhibits mature compounding dynamics as wealth management fees provide an unshakeable earnings floor. Sustainable return on equity and reduced share count cement Goldman's premium valuation over global peers. |
Show remaining 18 quartersShow first 2 quarters only
All 20 quarters are displayed in the table above.
The Goldman Sachs Group: Investment Thesis Base Case
Analyzed by The Polymath Framework using the Gemini 3.8 Flash modelGoldman Sachs is executing a structural renaissance that the market continues to value as a cyclical fluke. Having eliminated its consumer banking drag, the firm operates as a lean, dual-engine powerhouse: dominant capital-markets intermediation coupled with an expanding, fee-rich wealth platform. While elevated policy rates pressure wholesale funding, they simultaneously stimulate client trading velocity and corporate restructuring needs. As record investment banking pipelines convert into recognized fees and alternatives fundraising compounds, operating leverage will expand net income, while aggressive share repurchases compound per-share earnings through mid-2031.
- TTM net income of $21.0 billion supports an annualized ROE of 16.5% and baseline EPS exceeding $72.
- Applying a normalized 14x price-to-earnings multiple to projected $95 EPS yields a target price approaching $1,330 by 2031.
- Implied market capitalization of $340 billion reflects a reasonable 2.2x price-to-book on $155 billion projected common equity.
The Goldman Sachs Group: Scenarios & Signals
Analyzed by The Polymath Framework using the Gemini 3.8 Flash modelBull Case
A synchronized global capital markets boom, unlocked by sustained regulatory capital relief and an unprecedented flood of private equity realizations, activates the bull scenario. Underwriting volumes double as mega-cap tech listings accelerate, while trading desks capture exceptional market-making margins. Net income surpasses $28 billion and return on equity reaches 22%, driving aggressive share buybacks. The resulting earnings expansion and multiple re-rating toward 17x propel the stock beyond $1,650.
Bear Case
Protracted stagflation coupled with systemic credit stress across leveraged lending portfolios triggers the bear case. Surging benchmark yields choke off corporate debt issuance and freeze M&A advisory dialogues, while severe private market valuation write-downs depress asset management performance fees. Escalating provisioning costs and compressed trading liquidity reduce net income below $13 billion. Investors aggressively de-rate the franchise, pushing valuation multiples toward 9x earnings and driving shares down toward $650.
Behavioral Alpha Signals
Sentiment, repricing cycle, crowd narrative, catalyst, and macro alignment.Expected Volatility Regime: Moderate
Greed and Fear Index: -15 / 100 (Fear)
Cycle Position: Stabilization
The reset is mostly complete and price drifts toward fair value.
What does Media Tell? (Crowd Consensus)
Prevailing consensus views Goldman Sachs as fully valued following its mid-2026 surge to record highs. Sell-side sentiment anchors on cyclical peak earnings, fearing that September's Federal Reserve rate hike to 3.75%-4.00% and tech-sector antitrust litigation will stall the investment banking rebound. Investors treat recent trading strength as unrepeatable, pricing Goldman as an interest-rate-vulnerable broker rather than an enduring fee-compounding machine.
What Crowds Get Wrong? (Alpha/Value Gap)
The crowd materially underestimates the structural earnings power of Goldman Sachs, implying significant underpricing at 13.7 times trailing earnings. The market misdiagnoses the recent earnings blowout as purely transient trading volatility, ignoring that the exit from retail banking eliminated multi-billion-dollar provisioning drags. Crucially, investors overlook the compounding velocity of Asset & Wealth Management, where assets under supervision have crossed $4 trillion with 20% fee growth. This capital-light transformation warrants a durable re-rating toward 16 times normalized earnings as ROE sustainably exceeds 17%.
When will Value Gap Repricing Happen? (Repricing Catalyst)
The execution of blockbuster late-2026 equity underwriting mandates, led by the Anthropic IPO alongside surging M&A closing fees, will trigger market recognition. As fourth-quarter results verify record advisory revenues and double-digit fee compounding in asset management, institutional skepticism will dissolve, initiating immediate multiple re-expansion.
How is Asset Influenced by Macro Regime?
The Warsh Federal Reserve tightening cycle to 3.75%-4.00% creates a mixed macro regime. Elevated rates raise wholesale funding expenses, but yield volatility and commodity disruptions fuel lucrative trading intermediation, while corporate restructuring sustains advisory fees. The thesis remains resilient unless monetary policy causes systemic debt-market paralysis.
The Goldman Sachs Group: Positive & Negative Factors, Risks & Opportunities
Analyzed by The Polymath Framework using the Gemini 3.8 Flash modelBase-Case Forces
Top Drivers / Tailwinds
Base-case positive forces
Structural or operating forces that support this advisor thesis. Base-case means above 70% probability of occurrence. Probabilities are model estimates; unquantified forces retain their published group.
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| Driver / Tailwind | Category | Est. stock-price impact | Est. earnings impact | Why it matters |
|---|---|---|---|---|
| Advisory AND Underwriting Franchise RESU | Competitive Positioning | +24% | +28% | Goldman Sachs maintains undisputed global leadership in announced M&A advisory and equity underwriting, capturing 32% market share. As corporate restructuring and mega-cap tech financing accelerate, Goldman's advisory backlog has reached a five-year peak. This dominance directly drives high-margin investment banking fees and institutional secondary trading commissions, expanding operating leverage and structurally boosting firmwide return on tangible equity toward 20%. |
| Asset AND Wealth Management Scaling | Sector And Industry | +18% | +20% | Goldman's strategic pivot toward capital-light, recurring revenues has expanded assets under supervision beyond $4.04 trillion. Surpassing thirty-four consecutive quarters of net inflows and targeting over $125 billion in annual alternatives fundraising, management fees have climbed 20% year-over-year. This structural shift reduces balance-sheet capital intensity, lowers earnings volatility, and commands an expanded price-to-earnings multiple as durable fee revenues replace cyclical principal investments. |
| Disciplined Capital Return Compounding | Capital Allocation | +15% | +12% | The board's aggressive capital return program combines a 25% dividend hike to $5.00 quarterly with $16 billion in annual share repurchases. A net buyback yield near 4.9% consistently retires approximately 3% to 4% of outstanding shares annually. This relentless share count reduction mechanically accretes earnings per share, provides strong downside valuation support, and amplifies equity returns across full market cycles. |
| FICC AND Equities Intermediation Tailwin | Operational Efficiency | +12% | +15% | Elevated cross-asset volatility from persistent interest-rate dispersion, geopolitical friction, and commodity market shocks sustains elevated institutional client velocity. Goldman's dominant prime brokerage franchise and automated market-making infrastructure capture widening bid-ask spreads across currencies, rates, and energy derivatives. This operational velocity generates counter-cyclical trading revenues, sustaining robust top-line performance even during periods when broader underwriting activity experiences temporary pauses. |
Top Frictions / Headwinds
Base-case negative forces
Expected frictions that can slow, cap, or damage this advisor thesis. Base-case means above 70% probability of occurrence. Probabilities are model estimates; unquantified forces retain their published group.
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| Friction / Headwind | Category | Est. stock-price impact | Est. earnings impact | Why it matters |
|---|---|---|---|---|
| Elevated Wholesale Funding COST DRAG | Macroeconomic And Macrofinancial | -10% | -12% | The Federal Reserve's renewed monetary tightening to 3.75%-4.00% and ten-year Treasury yields hovering near 5.0% exert continuous pressure on Goldman's liability structure. Lacking a sticky retail deposit base comparable to commercial banking peers, the firm relies heavily on wholesale deposits and benchmark debt issuance. This elevated interest expense compresses net interest margins, raises marginal financing hurdles, and dampens return on assets. |
| Private Credit AND Leveraged Lending PRO | Sector And Industry | -8.0% | -10% | Sustained higher-for-longer interest rates and corporate debt refinancing walls increase default probabilities among sponsor-backed middle-market borrowers. While Goldman has expanded its private credit co-investments and fund financing facilities, localized credit deterioration necessitates higher credit loss provisions and periodic fair-value marks on legacy loan books. This persistent provisioning drag tempers net income conversion and restricts capital deployment in balance-sheet-intensive lending activities. |
| Regulatory Capital AND Compliance Burden | Regulatory | -7.0% | -8.0% | Despite recent concessions on the Basel III Endgame framework, Category I G-SIB regulatory requirements impose stringent operational risk and market risk capital surcharges. Compliance mandates and Federal Reserve stress testing constrain trading leverage, cap balance-sheet expansion near $1.8 trillion, and enforce conservative liquidity coverage buffers. These structural constraints prevent maximum balance-sheet optimization, capping peak return on tangible equity below historic unregulated cycle highs. |
| Cross Border Antitrust DEAL Friction | Political And Geopolitical | -6.0% | -7.0% | Heightened antitrust scrutiny in the United States and European Union, coupled with national security reviews of cross-border technology and defense transactions, prolongs M&A closing timelines. Extended regulatory approval processes delay advisory fee recognition and subject underwriting syndicates to prolonged bridge-financing risk. This persistent friction injects timing lumpiness into investment banking cash flows, occasionally forcing fee discounting to preserve strategic client relationships. |
Risks & Opportunities
Top Risks / Downside Scenarios
Lower-probability downside scenarios outside the base-case forecast.
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