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Ferrari AI Forecast Summary
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Browse Free Assets1 Year Ratings & Returns ()
Ratings: 3 Sell All 4 Partial Sell 6 Neutral 1 Buy
Returns range: from -6.3% to +6.6%
5 Year Ratings & Returns ()
Ratings: 1 Partial Sell 7 Neutral 6 Buy
Returns range: from -2.9% to +53.6%
Calculated from End of Date €372.85
What do advisors disagree on
The foremost disagreement across research reports concerns whether valuation multiples can decouple from macroeconomic interest rate reality. One faction contends that absolute brand scarcity and Hermès-style pricing power justify permanent multiples above thirty-five times earnings, viewing electrification as an additive profit layer. The opposing camp argues that mid-single-digit volume limits cannot defend premium multiples against five percent sovereign bond yields, projecting multiple compression toward twenty-eight times. Resolving this debate requires monitoring secondary market premiums on newly delivered electric models and tracking whether personalization contributions sustain above twenty percent in upcoming quarterly releases.
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 | ||||
| J.P. Morgan AI The Titan Framework | Gemini 3.8 Flash | Researcher Mode with Web Search Used | €397.49 | +6.6% | +7.4% | €572.79 | +53.6% | +59.9% | Full report | ||||
| Superintelligence AI The Anthropologist Framework | Gemini 3.8 Flash | Researcher Mode with Web Search Used | €382.28 | +2.5% | +3.3% | €534.87 | +43.5% | +49.3% | Full report | ||||
| Sherlock Holmes AI The Whistleblower Framework | Gemini 3.8 Flash | Researcher Mode with Web Search Used | €389.77 | +4.5% | +5.3% | €534.77 | +43.4% | +49.3% | Full report | ||||
| Universal Investor AI The Polymath Framework | Gemini 3.8 Flash | Thinker Mode with Web Search Disabled | €382.28 | +2.5% | +3.3% | €524.58 | +40.7% | +46.4% | Full report | ||||
| Universal Investor AI The Polymath Framework | Gemini 3.8 Flash | Researcher Mode with Web Search Used | €393.60 | +5.6% | +6.3% | €524.18 | +40.6% | +46.3% | Full report | ||||
| Warren Buffett AI The Value Seeker Framework | Gemini 3.8 Flash | Researcher Mode with Web Search Used | €386.03 | +3.5% | +4.3% | €519.39 | +39.3% | +45.0% | Full report | ||||
| Michael Burry AI The Vulture Framework | Gemini 3.8 Flash | Researcher Mode but Web Search Wasn't Used | €389.77 | +4.5% | +5.3% | €509.26 | +36.6% | +42.1% | Full report | ||||
| Ray Dalio AI The Strategist Framework | Gemini 3.8 Flash | Researcher Mode but Web Search Wasn't Used | €374.86 | +0.5% | +1.3% | €494.66 | +32.7% | +38.1% | Full report | ||||
| Universal Investor AI The Polymath Framework | Claude Opus 5 | Researcher Mode with Web Search Used | €370.70 | -0.6% | +0.1% | €474.61 | +27.3% | +32.5% | Full report | ||||
| Niccolo Machiavelli AI The Insider Framework | Gemini 3.8 Flash | Researcher Mode but Web Search Wasn't Used | €374.86 | +0.5% | +1.3% | €466.22 | +25.0% | +30.1% | Full report | ||||
| Superintelligence AI The Anthropologist Framework | Gemini 3.8 Flash | Thinker Mode with Web Search Disabled | €356.48 | -4.4% | -3.7% | €465.67 | +24.9% | +30.0% | Full report | ||||
| Warren Buffett AI The Value Seeker Framework | Gemini 3.8 Flash | Thinker Mode with Web Search Disabled | €367.43 | -1.5% | -0.8% | €456.63 | +22.5% | +27.5% | Full report | ||||
| Universal Investor AI The Polymath Framework | GPT-6 Astra | Researcher Mode with Web Search Used | €356.04 | -4.5% | -3.8% | €446.33 | +19.7% | +24.6% | Full report | ||||
| Elon Musk AI The Visionary Framework | Gemini 3.8 Flash | Researcher Mode but Web Search Wasn't Used | €349.28 | -6.3% | -5.7% | €362.17 | -2.9% | +1.1% | 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 0.82% 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.
Ferrari 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
+40.6%
Incl. net dividends
+46.3%
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 0.82% annual net yield, reinvested until the target.
Full advisor report Chart, analysis, and sources
Ferrari: Historical Prices & Published Forecast
Analyzed by The Polymath Framework using the Gemini 3.8 Flash model
- Observed price
- Published advisor forecast
Ferrari: 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 EUR. 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 |
|---|---|---|---|
| €364 | +3.0% | Initial commercial handovers of the F80 hypercar and full order intake for the newly revealed Luce establish revenue momentum. Deliveries expand average selling price, while order book expansion reassures investors regarding luxury demand resilience. | |
| €378 | +7.1% | Full-year 2026 financial reporting confirms operating margin expansion toward thirty percent, catalyzed by early hypercar mix. Management provides confident multi-year guidance, reassuring markets that bespoke personalization continues driving double-digit earnings growth despite macro headwinds. | |
| €390 | +10.3% | First-quarter results demonstrate accelerating cash conversion from F80 deliveries, generating record industrial free cash flow. Operating leverage overcomes sticky European wage inflation, prompting analyst upgrades and reinforcing Ferrari's status as a premier luxury compounder. | |
| €394 | +11.4% | Elevated central bank policy rates and persistent bond yield pressures induce broad equity valuation multiple compression. Ferrari's robust order backlog defends operational earnings, allowing the stock to consolidate gains while peer luxury valuations experience sharper drawdowns. | |
| €405 | +14.8% | Customer handovers of the all-electric Luce begin smoothly, disproving market skepticism regarding electric residual values and brand appeal. Initial client acceptance unlocks subsequent booking phases, sustaining high-margin revenue growth and supporting modest multiple expansion. | |
| €418 | +18.2% | Fiscal 2027 earnings reveal substantial net income expansion driven by peak F80 hypercar deliveries and bespoke options. Management expands the share repurchase program, retiring shares at an accelerated pace and enhancing per-share earnings growth. | |
| €426 | +20.6% | Announcement of a new limited-edition special series instantly captures full customer allocation, replenishing forward order book visibility. Working capital optimization and disciplined capital expenditures preserve free cash flow conversion above twenty percent of revenue. | |
| €426 | +20.6% | Global luxury consumption moderates under accumulated trade friction and tighter credit conditions. Ferrari's strict volume capping mechanism completely shields pricing power from retail discounting, preserving operating margins and stabilizing the share price throughout broader market volatility. | |
| €443 | +25.4% | Unveiling of the next Icona series generates immediate ultra-wealthy client deposits, securing forward hypercar cash flows. The lucrative production mix reinforces high-margin visibility through 2030, triggering a sharp re-rating in equity valuation multiples. | |
| €452 | +27.9% | Annual 2028 financials demonstrate record free cash flow surpassing 1.8 billion euros, accompanied by an increased dividend distribution. Capital allocation efficiency and consistent balance sheet de-leveraging reassure institutional holders, sustaining upward price momentum. | |
| €465 | +31.8% | Introduction of advanced hybrid powertrains incorporating next-generation battery chemistries enhances sports car performance and margins. Lower cell costs from the Maranello e-building begin expanding gross margins across high-volume mid-engine hybrid offerings. | |
| €470 | +33.1% | Equities consolidate amidst stable monetary conditions and shifting macroeconomic indicators. Ferrari's deep order backlog insulates revenue generation, enabling steady operational execution and protecting shareholder returns against seasonal automotive volume fluctuations. | |
| €479 | +35.7% | Bespoke personalization revenue reaches twenty-two percent of total vehicle sales, driving another step-change in gross profitability. High option take-rates on newly delivered GT models lift average transaction prices, delivering an earnings surprise. | |
| €489 | +38.5% | Fiscal 2029 reporting validates sustained operating margins above thirty-one percent alongside record return on equity. Substantial cash accumulation prompts board approval for a special capital return tranche, reinforcing strong investor sentiment. | |
| €494 | +39.8% | Mid-cycle refreshes across front-engine GT lines sustain customer interest and maintain production waitlists beyond eighteen months. Steady assembly line efficiency keeps unit manufacturing costs contained, safeguarding gross profitability against lingering supplier cost pressures. | |
| €494 | +39.8% | Broader market consolidation limits immediate equity upside as investors reassess global industrial valuations. Ferrari shares trade steadily within a tight band, supported by solid domestic and American dealer demand and negligible inventory levels. | |
| €504 | +42.6% | Maranello previews its second-generation fully electric architecture, featuring proprietary solid-state battery technology. Strong early collector reservations dispel long-term powertrain transition concerns, reinforcing confidence in the company's multi-decade strategic durability. | |
| €514 | +45.5% | Full-year 2030 results confirm the business has surpassed ten billion euros in annual revenue with expanding operating margins. Relentless operational execution and continuous share retirement drive per-share earnings to new historical records. | |
| €519 | +46.9% | Resurgent global luxury demand and stabilized macroeconomic conditions support a modest upward multiple re-rating. Ferrari's unmatched brand prestige and pricing power attract long-term sovereign wealth and institutional compounder capital. | |
| €524 | +48.4% | The forecast horizon concludes with Ferrari firmly established as an unassailable ultra-luxury monopoly in personal transport. Robust free cash flow compounding and pristine balance sheet health justify an attractive terminal equity valuation. |
Show remaining 18 quartersShow first 2 quarters only
All 20 quarters are displayed in the table above.
Ferrari: Investment Thesis Base Case
Analyzed by The Polymath Framework using the Gemini 3.8 Flash modelFerrari represents an anomalous luxury asset where artificial production scarcity decouples cash generation from macroeconomic cyclicality. Over the five-year horizon, Maranello executes a calculated transition from unit expansion to aggressive price-and-mix enrichment. The simultaneous monetization of the sold-out F80 hypercar run, steady uptake of the 550,000 euro Luce BEV, and relentless expansion of bespoke personalization programs will drive revenue growth toward 10.5 billion euros by 2031. Operating margins will expand into the low-30% range, generating cumulative free cash flow exceeding nine billion euros to fund uninterrupted buybacks and dividend compounding.
- Revenue expands at an eight percent CAGR to 10.5 billion euros by 2031, powered entirely by mix enrichment.
- Valuation settles at a durable 33x forward earnings, balancing higher global interest rates against peerless margin defensibility.
- Cumulative five-year industrial free cash flow of 9.2 billion euros supports steady annual share retirement and rising payouts.
Ferrari: Scenarios & Signals
Analyzed by The Polymath Framework using the Gemini 3.8 Flash modelBull Case
The bull case activates if the electric Luce commands unprecedented waitlists alongside universal critical acclaim, while synthetic e-fuel mandates safeguard combustion hypercars. This dual-powertrain triumph accelerates personalization revenues beyond 25% of total sales, propelling consolidated operating margins above 34%. Relentless earnings compounding combined with equity re-rating toward 42x earnings drives substantial outperformance, establishing Ferrari as the uncontested benchmark in ultra-luxury manufacturing.
Bear Case
The bear case triggers if severe global asset deflation contracts ultra-high-net-worth wealth, prompting order book cancellations and secondary market price collapses. Concurrently, lukewarm reception and rapid depreciation of the electric Luce dilute brand prestige and necessitate line write-downs. Under these conditions, operating margins compress toward 25%, and valuation de-rates toward 25x earnings, producing prolonged price stagnation despite underlying business profitability.
Behavioral Alpha Signals
Sentiment, repricing cycle, crowd narrative, catalyst, and macro alignment.Expected Volatility Regime: Moderate
Greed and Fear Index: +5 / 100 (Greed)
Cycle Position: Stabilization
The reset is mostly complete and price drifts toward fair value.
What does Media Tell? (Crowd Consensus)
The market views Ferrari as a peerless luxury franchise priced to perfection, where recent multiple compression to 38x earnings accurately reflects higher discount rates and broad luxury demand deceleration. Consensus assumes order backlog insulation guarantees steady eight percent revenue growth, but treats electric transition uncertainty and China luxury weakness as caps on multiple expansion, anchoring the stock within a valuation-constrained holding pattern.
What Crowds Get Wrong? (Alpha/Value Gap)
The crowd underestimates the earnings power embedded in Ferrari's mix-shift architecture, implying moderate underpricing. The market treats Maranello as a volume-constrained compounder, failing to recognize how the F80 hypercar rollout, expanding bespoke personalization, and the ultra-luxury pricing of the Luce BEV will drive double-digit average selling price expansion even as unit shipments remain flat. By misdiagnosing unit volume discipline as growth stagnation, investors miss a structural gross margin expansion that will generate substantial free cash flow surprises.
When will Value Gap Repricing Happen? (Repricing Catalyst)
The primary catalyst is the sequential reporting of F80 hypercar and bespoke personalization margin contributions throughout 2027. First observable in Q1 2027 earnings, explosive industrial free cash flow and EBITDA margin expansion above 39% will force analysts to revise forward cash generation estimates upward, sparking decisive multiple re-anchoring.
How is Asset Influenced by Macro Regime?
The current macro regime of restrictive monetary policy and persistent inflation presents a mild valuation headwind but a negligible operational obstacle. Elevated risk-free rates compress terminal valuation multiples, yet Ferrari's ultra-wealthy clientele displays near-zero demand elasticity, allowing Maranello to pass through cost inflation effortlessly while compounding nominal earnings.
Ferrari: 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 |
|---|---|---|---|---|
| Hypercar MIX Enrichment AND F80 Deliveri | Innovation And Product | +22% | +28% | The F80 hypercar rollout across 2026-2027 (799 units at 3.6 million euros each) provides unprecedented gross margin enrichment. Because hypercar allocations carry operating margins exceeding 50%, this delivers significant earnings acceleration, corroborated by 2025-2026 order book monetization. This dynamic structurally expands average selling prices and earnings through 2028 before transitioning into subsequent Icona and special series production cycles. |
| Extreme Pricing Power AND Bespoke Person | Competitive Positioning | +18% | +20% | Ferrari's client personalization programs consistently contribute over 19% of vehicle revenues with near-pure incremental margin. This bespoke demand enables annual price increases across base models that consistently outpace luxury inflation. The brand's strict volume discipline preserves extreme residual values, reinforcing Veblen good dynamics that insulate gross margins even during periods of broader macroeconomic softening. |
| Multi YEAR Order Backlog Visibility | Operational Efficiency | +14% | +15% | Ferrari's sold-out order bank spans over 24 months, providing an uncommon structural moat against cyclical auto demand fluctuations. Customer deposits lock in future production schedules and working capital efficiency, which leads to highly predictable cash conversion. This visibility insulates Maranello's manufacturing cadence from macro volatility, ensuring operating margins remain above 28% throughout shifting interest rate and geopolitical cycles. |
| Disciplined Capital Return AND Compoundi | Capital Allocation | +12% | +10% | Accelerating free cash flow conversion—reaching 1.41 billion euros in 2025—funds simultaneous factory investment in the Maranello e-building alongside aggressive shareholder distributions. Systematic share repurchases, totaling over 780 million euros annually, steadily reduce share count by roughly 1% per annum. Corroborated by a pristine net-industrial balance sheet, this capital discipline steadily compounds per-share equity value across the forecast horizon. |
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 |
|---|---|---|---|---|
| Higher Interest Rates Compressing Termin | Macroeconomic And Macrofinancial | -15% | -3.0% | The persistent tightening regime under the Federal Reserve and European Central Bank elevates long-term discount rates, penalizing long-duration growth assets. With trailing price-to-earnings historically commanding a premium above 40x, elevated bond yields exert steady downward gravitational pull on Ferrari's equity valuation. This mechanical discount rate drag limits multiple expansion, forcing share appreciation to rely almost entirely on organic earnings compounding. |
| Powertrain Transition AND BEV Adoption S | Innovation And Product | -10% | -8.0% | The commercial introduction of the all-electric Luce tests traditional brand loyalty, as purists question whether battery electric powertrains can replicate Ferrari's acoustic emotion. Battery weight and rapid electronic obsolescence threaten historical residual value strength, which risks dampening client enthusiasm for non-combustion architectures. While regulatory mandates compel electrification, heavy development expenditures could dilute return on invested capital if BEV margins trail traditional mid-engine combustion flagships. |
| Cross Border Tariff Regimes AND Trade FR | Regulatory | -8.0% | -7.0% | Escalating global trade friction, characterized by replacement Section 301 tariffs and regional protectionism, introduces persistent import friction in vital export markets like the United States. While Ferrari possesses exceptional price elasticity, absorbing or passing through double-digit duties increases delivered friction and administrative drag. Heightened geopolitical fragmentation also dampens luxury capital flows and cross-border delivery efficiency, moderately constraining international volume expansion. |
| Boutique Scale Supply Chain Bottlenecks | Operational Efficiency | -6.0% | -6.0% | Sourcing specialized lightweight composites, performance silicon, and proprietary battery cells from third parties exposes Maranello to tier-one supplier disruptions. Unlike high-volume automotive conglomerates, Ferrari lacks vertical component scale, leaving specialized low-volume production vulnerable to bespoke part delays. This fragility threatens assembly line rhythms during complex multi-powertrain parallel manufacturing, intermittently deferring high-margin shipments and creating transient working capital spikes. |
Risks & Opportunities
Top Risks / Downside Scenarios
Lower-probability downside scenarios outside the base-case forecast.
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