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RBRK.NYSE
Rubrik
Information Technology · Systems Software

Cybersecurity and data resilience company providing backup, recovery, threat analytics, and cloud data protection software.

HQ: United StatesListed: United States

AI Consensus

On this page, you will be able to compare multi-agent consensus ratings, forecast paths, AI price targets, expected return, fundamentals, analyst disagreement, risks, and the investment thesis across short- and long-term horizons.

AI Consensus Investment Thesis

Rubrik (RBRK) Stock Forecast and AI Rating

Returns refreshed Deep analysis published 12 min read
1-Year and 5-Year Forecast Outlook

Forecast targets and rating

Final recommendation

NEUTRAL

Calculated from the frozen synthesized path using the same return, horizon, volatility and dividend rules as individual opinions.

2027

1-Year

PARTIAL SELL

$98

-8.5%
2031

5-Year

NEUTRAL

$129

+20.9%

Latest flagship insight

Enterprise Cyber Resilience Cash Compounding Collides With Hawkish Valuation Gravity

High consensus confirms Rubrik's operational excellence in zero-trust data resilience, driving rapid subscription expansion and positive free cash flow float. However, elevated sovereign bond yields and aggressive stock-based compensation dilution enforce substantial multiple compression, tempering long-term per-share equity appreciation.

Deep Forecast Analysis by iPulse AI Engine

This is the latest published deep-analysis batch. Audit published forecasts in full transparency

Warren Buffett (Value Purist) advisor portraitMichael Burry (Vulture) advisor portraitUniversal Investor (Polymath) advisor portraitSuperintelligence (Anthropologist) advisor portraitElon Musk (Visionary) advisor portraitJ.P. Morgan (Titan) advisor portraitRay Dalio (Strategist) advisor portraitMachiavelli (Insider) advisor portraitSherlock Holmes (Whistleblower) advisor portrait

Warren Buffett (Value Purist), Michael Burry (Vulture), Universal Investor (Polymath), Superintelligence (Anthropologist), Elon Musk (Visionary), J.P. Morgan (Titan), Ray Dalio (Strategist), Machiavelli (Insider), Sherlock Holmes (Whistleblower). Some archetypes run in multiple modes, resulting in 14 advisors total.

Computed on these frontier AI models
Gemini AI model logoGeminiClaude AI model logoClaudeChatGPT AI model logoChatGPT

Executive Summary

Dotted terms open concise definitions. Browse technical terms

If you invested $10,000 in Rubrik at the forecast anchor (2026-09-18): $12,094 in five years versus $13,892 for S&P 500 benchmark.

Five-year synthesized consensus forecast for RubrikThe diagram shows the synthesized consensus value path for Rubrik, forecast milestones, and a comparison with S&P 500 benchmark. excluding any dividend yield adjustment.$10,000$12,500$15,000$12,094 (+20.9%)$13,892 (+38.9%)Anchor2026-09-182027(1Y)2028(2Y)2029(3Y)2030(4Y)2031(5Y)
Rubrik · Synthesized ConsensusS&P 500 benchmark
Figure: Five-year synthesized consensus value path for Rubrik compared with S&P 500 benchmark. The path uses the synthesizer’s normalized opinion weights.
20-quarter synthesized forecastPrice targets, quarterly returns and the reasoning behind each step

Frozen forecast from 18 Sept 2026. Prices in USD; returns exclude dividends. Each quarter is compounded from the previous quarter.

Anchor: 106.71 USD1-year price return: -8.52%5-year price return: +20.94%

Swipe the table horizontally to read every column.

Twenty quarterly synthesized price forecasts in USD, with returns and rationale
QuarterTarget (USD)Quarter returnTotal returnForecast rationale
Q4 2026100.75-5.59%-5.59%Restrictive monetary policy and five percent benchmark yields compress software multiples. Despite solid quarterly subscription billings, elevated starting sales valuations prompt institutional de-risking and profit-taking across high-beta technology portfolios.
Q1 202799.43-1.31%-6.82%Fiscal year-end reporting highlights strong subscription expansion, but persistent GAAP operating deficits and material-rights accounting runoff dampen sentiment, keeping valuation multiples capped under higher-for-longer interest rate conditions.
Q2 202798.71-0.72%-7.49%Enterprise software budget scrutiny and competitor pricing battles elongate enterprise procurement cycles. Valuation multiples absorb lingering macro pressure, though resilient gross margins above eighty percent prevent sharp fundamental deterioration.
Q3 202797.62-1.11%-8.52%Heightened ransomware activity and federal zero-trust compliance deadlines drive steady enterprise additions. Expanding cloud data security posture management contracts stabilize billings, establishing a cyclical valuation floor across enterprise accounts.
Q4 202799.83+2.26%-6.45%Seasonal enterprise budget flushes and accelerating Microsoft Azure co-selling partnerships deliver solid multi-year subscription bookings. Free cash flow generation cushions the equity against macro volatility, supporting modest price stabilization.
Q1 2028102.18+2.36%-4.25%Fiscal 2028 full-year results confirm operating leverage improvements, with subscription contribution margins expanding toward eighteen percent. Upfront deferred billings bolster cash reserves, encouraging institutional accumulation despite sticky discount rates.
Q2 2028103.01+0.81%-3.47%Aggressive pricing friction from consolidated legacy backup rivals prompts selective discounting in commercial renewals. Revenue growth continues, but slightly trimmed incremental contribution margins temper upward share-price momentum.
Q3 2028105.33+2.26%-1.29%Commercial monetization of agentic artificial intelligence security accelerates as enterprises adopt automated rollback protections. High-margin subscription module upsells lift net retention and drive a constructive fundamental quarterly performance.
Q4 2028108.68+3.17%+1.84%Large enterprise contract expansions and FedRAMP sovereign demand reinforce double-digit recurring revenue gains. Robust cash collections expand trailing cash flow, though employee equity issuance continues to restrain per-share appreciation.
Q1 2029111.24+2.36%+4.24%Fiscal 2029 results demonstrate narrowing GAAP operating losses as post-listing administrative expenses normalize. Strong annual cash generation crossing five hundred million dollars confirms the viability of Rubrik's self-funding model.
Q2 2029112.35+1.00%+5.28%Top-line revenue growth naturally moderates toward mid-twenties percentages as installed enterprise base expands. Multiples drift lower toward historical software norms, balancing fundamental cash-flow expansion with routine valuation multiple digestion.
Q3 2029114.72+2.12%+7.51%Deepening international expansion across European and Asian financial corridors offsets domestic market maturity. High switching costs and ninety-five percent logo retention ensure predictable subscription compounding across multi-cloud environments.
Q4 2029118.01+2.87%+10.59%Year-end enterprise security renewals demonstrate strong customer lifetime values. Broad market recognition of Rubrik's emergent tollbooth on enterprise agentic data workflows supports modest quarterly valuation appreciation.
Q1 2030120.60+2.19%+13.02%Fiscal 2030 financial results approach maiden GAAP operating breakeven, sparking positive revisions from institutional quality screens. Cash conversion remains elite, providing balance-sheet insulation against broader macroeconomic tightening.
Q2 2030120.87+0.22%+13.27%Management successfully addresses the June 2030 convertible senior notes maturity utilizing accumulated organic cash reserves. Resolving refinancing overhang reassures markets, though liquidity deployment temporarily restrains equity repurchase programs.
Q3 2030123.79+2.42%+16.01%Removal of debt overhang allows market focus to return to core unit economics. Expanding runtime artificial intelligence governance modules support healthy contract values, driving low-volatility per-share fundamental progress.
Q4 2030126.07+1.84%+18.14%Defensive zero-trust architecture shields Rubrik from cyclical corporate spending cutbacks. Maturing sales productivity delivers consistent high-margin subscription cash flows, supporting steady price performance into calendar year-end.
Q1 2031127.92+1.47%+19.88%Fiscal 2031 annual disclosures confirm full-year GAAP net profitability alongside substantial free cash flow. The board authorizes regular share repurchases, neutralizing ongoing employee dilution and improving per-share intrinsic compounding.
Q2 2031128.23+0.24%+20.17%Enterprise data protection market approaches broad modernization saturation, moderating top-line revenue expansion into the upper teens. The stock behaves like an established software utility, with cash returns anchoring valuation.
Q3 2031129.06+0.64%+20.94%The five-year forecast closes with Rubrik established as an indispensable enterprise resilience fixture. Normalized valuation multiples and durable twenty-percent-plus free cash margins anchor terminal equity value through the cycle.

Rubrik presents an exceptional economic franchise whose equity returns will be largely governed by valuation arithmetic rather than operational failure. The business operates as an indispensable enterprise resilience utility, commanding eighty percent and exceeding one hundred nineteen percent. Upfront multi-year subscription billing unlocks a negative , generating over three hundred million dollars in trailing and eliminating reliance. However, at fourteen times trailing sales and a thin headline cash yield, starting valuation already prices in immaculate multi-year execution against five percent Treasury yields. As top-line expansion decelerates toward twenty percent, structural sales toward eight times will absorb the majority of underlying revenue growth.

Key insights

  • Persistent stock-based compensation exceeding three hundred million dollars annually dilutes share count by three to four percent, divorcing operational growth from per-share .
  • Upfront subscription decouples operating liquidity from negative GAAP net margins, insulating the enterprise from credit shocks despite negative accounting book equity.
  • Autonomous agent deployment transforms immutable data recovery from peripheral backup into essential operational runtime defense, defending terminal enterprise .

Deep Dive

Consensus treats Rubrik as an unassailable cybersecurity champion, celebrating thirty-eight percent top-line expansion, rapid growth, and positive headline . Market participants assume secular ransomware threats and tailwinds ensure perpetual . Investors willingly pay fourteen times sales, presuming optical cash flow demonstrates business maturity while treating persistent GAAP operating losses, negative book equity, and five percent bond yields as irrelevant.

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Paywalled preview begins: Deep Dive: detailed analysis

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AI Consensus
AI Opinions
Company Profile

Alpha Gap & Repricing Catalysts

Where does the current market narrative diverge from our AI Opinions—and what could close the gap?

Market Narrative

What does the market currently expect? Consensus treats Rubrik as an unassailable cybersecurity champion, celebrating thirty-eight percent top-line expansion, rapid growth, and positive headline . Market participants assume secular ransomware threats and tailwinds ensure perpetual . Investors willingly pay fourteen times sales, presuming optical cash flow demonstrates business maturity while treating persistent GAAP operating losses, negative book equity, and five percent bond yields as irrelevant.

Alpha Gap

What is the biggest difference between market expectations and our AI forecasts? The crowd overestimates Rubrik's equity value by confusing with genuine . Consensus naively capitalizes upfront deferred revenue while ignoring that more than three hundred million dollars in annual stock-based compensation subsidizes cash generation and continuously dilutes public shareholders. Furthermore, pricing an unprofitable at fourteen times sales leaves zero against elevated discount rates; unavoidable multiple contraction will absorb the majority of fundamental top-line compounding.

Repricing Catalyst

What could make the market recognize and close that gap? Valuation repricing will be triggered as subscription growth inevitably decelerates below thirty percent during fiscal 2027 and 2028 earnings prints. As top-line deceleration reveals persistent GAAP operating deficits and ongoing three-to-four percent annual , institutional growth algorithms and sell-side analysts will be forced to compress forward sales multiples toward historical enterprise software peer averages.

Sentiment and Timing

What do sentiment, volatility, and the market-recognition cycle suggest about the thesis timing?

Greed / Fear
Balanced
Volatility
High Erratic
Cycle position
Overshoot

Sentiment splits between operational optimists focused on secular AI momentum and valuation realists warning of higher-for-longer . The decisive tension centers on whether cash-flow generation can offset duration headwinds before growth decelerates.

Macro Regime Fit

Does the current market environment support the thesis? The prevailing of restrictive monetary policy, with policy rates near four percent and ten-year sovereign yields hovering near five percent, acts as a severe valuation headwind. While mission-critical cybersecurity spending remains highly resilient across enterprise IT budgets, elevated discount rates severely penalize long-duration, GAAP-unprofitable equities, capping valuation multiples regardless of pristine operational execution.

Advisor Disagreement

What do our AI Advisors disagree about most? The primary analytical dispute across reports centers on how quickly high benchmark bond yields will enforce sales against Rubrik's robust operational compounding. Optimistic views argue that Rubrik's emerging tollbooth over enterprise AI agent data workflows and rapid will insulate shares, defending double-digit revenue multiples. Conversely, skeptical perspectives emphasize that optical cash flow is heavily distorted by upfront deferred billing and massive stock compensation, warning that multiple contraction toward single digits will severely depress per-share equity returns. Tracking upcoming net new cadence alongside quarterly GAAP will definitively resolve this debate.

Base-Case Forces

Event Risk ScoreHigh77/100

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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Top Drivers / Tailwinds with asset-specific estimated impacts and thesis rationale
Driver / TailwindCategoryEst. stock-price impactEst. earnings impactWhy it matters
Ransomware crisis forces cyber resilience spendingSector And Industry+28%+45%Proliferating ransomware attacks and state-sponsored cyber sabotage force corporate boards to prioritize immutable data recovery over perimeter prevention alone. Rubrik's zero-trust architecture provides verifiable recovery guarantees, transforming data resilience into an existential operational mandate. This non- priority sustains net retention above 119% and fuels durable subscription revenue expansion across Global 2000 enterprise accounts.
data governance platform monetizationInnovation And Product+24%+36%Enterprise adoption of autonomous agents creates acute unstructured data exfiltration and prompt contamination risks. Rubrik Agent Cloud and proprietary metadata telemetry provide automated runtime access controls and instantaneous operational rollback. This capability allows frictionless cross-selling of high-margin governance modules into the , expanding average contract values and cementing platform stickiness.
Subscription enables structural Operational Efficiency+22%+42%Multi-year upfront subscription invoicing generates substantial negative , producing over $320 million in trailing . As hold near 80% and post-IPO corporate overhead normalizes, subscription contribution margins expand past 15%. This structural operating efficiency enables self-funded platform engineering, shielding liquidity while narrowing GAAP accounting deficits toward eventual breakeven.
Cloud hyperscaler distribution and co-sell flywheelCompetitive Positioning+18%+28%Deep go-to-market alliances with Microsoft Azure, Amazon Web Services, and Google Cloud allow enterprise clients to draw down committed hyperscaler spending directly on Rubrik software licenses. This distribution integration shortens sales cycles, lowers marginal , and expands cloud above 38%, reinforcing capture against legacy storage incumbents.

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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Top Frictions / Headwinds with asset-specific estimated impacts and thesis rationale
Friction / HeadwindCategoryEst. stock-price impactEst. earnings impactWhy it matters
Elevated discount rates compress Macroeconomic And Macrofinancial-28%-8.0%With benchmark sovereign ten-year yields anchored near 5.0% and central banks maintaining restrictive policy, long-duration growth assets face relentless gravity. Trading at fourteen times sales with negative GAAP net income, Rubrik's starting valuation leaves no margin for error. As market hurdle rates normalize, multiple contraction from 14x toward 7x will neutralize fundamental expansion.
Persistent stock-based compensation dilutes Capital Allocation-20%-26%Rubrik's headline conceals a significant economic drag: annual stock-based compensation exceeding $300 million subsidizes talent retention while expanding fully diluted share counts by 3% to 5% annually. This ongoing siphons from public shareholders, depressing per-share cash flow compounding and keeping GAAP firmly in negative territory.
Consolidated rival bundling and pricing warfareCompetitive Positioning-17%-22%The completed merger between Cohesity and Veritas, alongside aggressive cloud backup bundling from Commvault and native hyperscaler storage utilities, creates severe enterprise pricing friction. Consolidated rivals offer discounted multi-product suites in hybrid environments, lengthening Rubrik's sales cycles, necessitating targeted renewal discounting, and compressing long-term terminal expectations.
Natural growth deceleration in enterprise storageSector And Industry-15%-18%As subscription crosses $1.8 billion, the inevitably moderates top-line growth from 48% toward the low 20% range. Corporate IT budget scrutiny and cloud migration normalization elongate enterprise procurement reviews, forcing markets to transition Rubrik's valuation framework from speculative hypergrowth to a mature cash-flow multiple.

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 risks with plausibility, asset-specific potential impact and scenario rationale
Tail scenarioChance of OccurringStock Price ImpactWhy plausible / what changes
Catastrophic breach of immutable recovery vaults18%-52%A sophisticated state-sponsored threat actor could discover an architectural zero-day exploit that corrupts Rubrik's proprietary Atlas file system or exfiltrates cryptographic keys during a major corporate extortion attack. Because Rubrik's premium pricing rests entirely on guaranteed recoverability, compromised immutability would ignite immediate enterprise churn, brand destruction, and catastrophic multiple collapse.
Hyperscaler native automated resilience bundling assault26%-38%Microsoft Azure, AWS, and Google Cloud could collaboratively develop and natively integrate zero-cost immutable snapshotting and automated data posture management directly into standard cloud storage tiers by 2028. Aggressive bundling of good-enough native tools would undercut third-party data resilience pricing, compress toward 65%, and stall net new additions.

Plausible upside scenarios

Tail Opportunities

Tail yet plausible upside scenarios selected for their highest potential impact.

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Tail opportunities with plausibility, asset-specific potential impact and scenario rationale
Tail scenarioChance of OccurringStock Price ImpactWhy plausible / what changes
Mandatory federal sovereign cyber resilience standard28%+42%Western defense and cybersecurity authorities could enact binding statutory regulations mandating air-gapped, zero-trust automated cyber recovery across all critical national infrastructure and defense contractors by 2028. Rubrik's elite FedRAMP High authorizations would secure exclusive sole-source public contracts, lifting subscription above 40% and accelerating two years ahead of expectations.
Strategic mega-cap cloud acquisition buyout22%+45%A dominant cloud hyperscaler, seeking absolute control over enterprise data resilience and AI model protection pipelines, could initiate an unsolicited cash-and-stock acquisition by 2029. Consolidating Rubrik's multi-cloud metadata telemetry would command a 40% control premium over market prices, immediately monetizing the franchise while eliminating long-term public and frictions.

Company Financial Analysis

Rubrik Earnings and Financials Analysis by AI

Financial figures available as of Sep 20, 2026. Only filings and source records available by this analysis date are included.

Earnings and financials

AI Review

Rubrik's headline financials tell a story of rapid sales growth paired with ongoing accounting deficits. In the fiscal quarter ended July 31, 2026, revenue increased 38% year-over-year to $427 million, while subscription annual recurring revenue reached $1.66 billion. However, the company reported a trailing twelve-month GAAP net loss of -$254 million, weighed down by substantial employee stock-based compensation awards. Despite headline net losses, cash generation is expanding rapidly. Trailing free cash flow reached $321 million, fueled by corporate customers paying for multi-year software contracts upfront. While this deferred revenue provides self-funding cash to expand operations, true per-share economic profits will remain constrained until GAAP operating results turn permanently positive.

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.

Revenue, net income, and free cash flow history
Fiscal yearRevenueNet incomeFree cash flow
2026USD 1.3BUSD -348.8MUSD 253.3M
2025USD 886.5MUSD -1.2BUSD 31.3M
2024USD 627.9MUSD -354.2MUSD -16.9M
2023USD 599.8MUSD -277.7MUSD -15M
2022USD 506.1MUSD -254.4MUSD -103.2M

Valuation context: historical P/E

The table compares up to five fiscal years of point-in-time valuation evidence available to this analysis.

Historical price-to-earnings ratios
Fiscal yearP/EEarnings basisCurrency basisTicker / reporting
2026--TTMLoss-makingUSD / USD
2025--TTMLoss-makingUSD / USD
2024--TTMUnavailableUSD / USD
2023--AnnualUnavailableUSD / USD
2022--AnnualUnavailableUSD / 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

AI Review

Gross profit margins have displayed remarkable expansion, surging from 53.3% in fiscal 2022 to 80.1% in fiscal 2026. This dramatic improvement reflects the company's completed transition away from legacy physical storage appliances toward pure, high-margin cloud software subscriptions. Pricing power remains strong as enterprises treat data security as non-negotiable. In contrast, GAAP operating margins remain negative at -26.2% for fiscal 2026, though showing substantial recovery from historical lows. Substantial sales commissions and executive stock grants continue to absorb gross profits. Long-term margin health depends on whether sales productivity can compound revenue faster than operating expenses to reach permanent GAAP profitability.

The table compares up to five fiscal years of operating income and reported profitability margins.

Operating income and margin history
Fiscal yearOperating incomeOperating marginNet margin
2026USD -345.4M-26.2%-26.5%
2025USD -1.1B-127.9%-130.3%
2024USD -306.5M-48.8%-56.4%
2023USD -261.5M-43.6%-46.3%
2022USD -249.8M-49.4%-50.3%

Balance sheet and leverage

AI Review

Rubrik's balance sheet provides comfortable near-term liquidity despite unusual accounting optics. The company holds $1.75 billion in liquid cash and short-term investments against $1.15 billion in zero-coupon convertible senior notes due in June 2030. This leaves the enterprise in a net cash position with no immediate debt servicing costs or covenant restrictions. However, historical accounting losses before the initial public offering have pushed stockholders' equity to -$520 million. While common in high-growth software firms due to unearned deferred revenue accounting, it highlights that shareholders have no tangible asset backing. Solvency depends entirely on maintaining strong customer renewal cash flows rather than physical collateral.

The table compares up to five fiscal years of debt, liquidity, net cash or debt, and current-ratio evidence.

Balance sheet leverage and liquidity history
Fiscal yearTotal debtCash + short-term investmentsNet cash / (debt)Current ratio
2026USD 1.1BUSD 1.7BUSD 750.5M net debt1.69x
2025USD 350.8MUSD 705.1MUSD 164.5M net debt1.13x
2024USD 309.3MUSD 279.3MUSD 179.3M net debt0.84x
2023USD 216MUSD 295.9MUSD 80.2M net debt1.17x
2022USD 33.2MUSD 138.8MUSD 37.8M net cash0.98x

Net debt below zero is displayed as net cash. Current ratio is current assets divided by current liabilities.

Capex and investment intensity

AI Review

Rubrik operates an extremely capital-light business model that minimizes physical asset spending. Capital expenditures absorbed just 2.25% of revenue in fiscal 2026, as the company delivers software via commercial cloud providers rather than constructing proprietary data centers. This structure avoids heavy physical hardware depreciation, allowing operational cash to flow straight into free cash flow. Instead of physical plant, capital reinvestment is heavily focused on software engineering and product innovation. Research and development consumed $374 million in fiscal 2026 to support automated recovery and artificial intelligence data protection. Payback on this intellectual spending will ultimately be measured by whether new software modules expand profit margins over time.

The table compares up to five fiscal years of capital expenditure and research-and-development investment.

Capital expenditure and research and development history
Fiscal yearCapital expenditureR&D spend
2026USD 29.6MUSD 373.7M
2025USD 16.9MUSD 531.6M
2024USD 12.3MUSD 189.8M
2023USD 34.3MUSD 158.8M
2022USD 20.4MUSD 159.6M

Quarterly Forecast Scenarios

Rubrik Averaged Consensus Scenarios

One row per forecast quarter. Asset scenario targets are shown in USD; benchmark values are shown in USD.

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Quarterly Bear Case Stock Price, Base Case Stock Price, Bull Case Stock Price, and S&P 500 benchmark forecasts for Rubrik.
QuarterBear case (USD)Base case (USD)Bull case (USD)S&P 500 benchmark (USD)
$98.17$101.30$109.91$750.26
$93.26$99.50$114.31$736.44
$84.87$99.00$116.59$743.40
$79.78$98.29$122.42$755.15
$81.37$100.20$129.77$776.22
$84.63$102.40$136.26$787.13
$85.81$103.51$141.71$802.83
$83.23$105.76$150.21$812.05
$83.22$109.00$157.72$839.18
$80.72$111.51$164.03$850.50
$83.15$113.25$172.23$872.39
$81.48$115.50$179.12$885.51
$79.04$118.83$188.08$909.56
$77.46$121.59$195.60$916.13
$79.87$122.54$205.38$936.51
$78.14$125.47$213.59$947.34
$76.58$127.84$220.00$969.59
$75.05$129.93$226.60$979.99
$76.55$130.50$231.13$999.60
$75.02$131.57$235.76$1,012

Behind the synthesis

How each opinion shapes the consensus

14 opinions · 100% allocated

The independently supported consensus reveals a high-performing enterprise cyber resilience platform whose fundamental expansion is heavily counteracted by starting valuation friction. Across rigorous reports, independent verification confirms subscription revenue compounding above thirty percent, gross margins reaching eighty percent, and robust working capital float generating over three hundred million dollars in trailing free cash flow. However, substantial correlated assumptions appear where observers equate headline cash flow with GAAP owner earnings, ignoring over three hundred million dollars in annual stock-based compensation dilution. The strongest credible contrarian case notes that benchmark bond yields near five percent enforce severe multiple compression on long-duration equities, resetting sales multiples from fourteen toward seven times. Outlier projections of sustained multiple expansion were downweighted due to unaddressed dilution and competitor pricing friction, while overly punitive liquidation scenarios were discounted given Rubrik's ninety-six percent recurring subscription mix and net retention exceeding one hundred nineteen percent.

AI RESEARCHER
Universal Investor AI advisor icon

Universal Investor AI

The Polymath

GPT-6 Astra
Weight11.5/100

Exemplary primary source verification and rigorous reconciliation of convertible notes, share count dilution, and capitalized software. Its tempered return scenario grounded in high hurdle rates and realistic sales multiple compression provides exceptional causal consistency.

AI RESEARCHER
Universal Investor AI advisor icon

Universal Investor AI

The Polymath

Opus 5
Weight10.6/100

Exceptional factual rigor identifying the material-rights accounting runoff distortion and convertible debt structure. Models a highly plausible path where operational compounding from sales productivity battles ongoing multiple normalization, yielding realistic mid-single-digit annualized returns.

AI THINKER
Warren Buffett AI advisor icon

Warren Buffett AI

The Value Seeker

Gemini 3.8 Flash
Weight7.7/100

This report correctly identifies the critical tension between optical working-capital cash generation and persistent GAAP unprofitability under high discount rates. However, its path models severe multiple contraction without crediting operational durability and gross margin defensibility.

AI RESEARCHER
Sherlock Holmes AI advisor icon

Sherlock Holmes AI

The Whistleblower

Gemini 3.8 Flash
Weight7.7/100

The forensic dissection of stock-based compensation and deferred revenue float is rigorous. The report balances legitimate cyber resilience adoption against inevitable multiple compression, presenting a sound valuation path that captures initial multiple contraction followed by operational cash recovery.

AI RESEARCHER
Superintelligence AI advisor icon

Superintelligence AI

The Anthropologist

Gemini 3.8 Flash
Weight7.7/100

Presents strong insight regarding exocortex AI governance and immutable data pipelines. However, its long-term compounding path slightly underweights multiple compression risks stemming from five percent Treasury yields and high post-IPO equity compensation dilution.

AI THINKER
Universal Investor AI advisor icon

Universal Investor AI

The Polymath

Gemini 3.8 Flash
Weight7.7/100

Provides a balanced evaluation of top-line subscription expansion against multiple gravity in an elevated yield regime. Causal reasoning accurately links working capital float to self-funding capability while recognizing that multiple compression caps equity appreciation.

AI RESEARCHER
Universal Investor AI advisor icon

Universal Investor AI

The Polymath

Gemini 3.8 Flash
Weight7.7/100

Strong empirical grounding utilizing SEC filings and earnings releases. Accurately identifies the law of large numbers decelerating subscription growth toward twenty percent, with multiple compression offsetting free cash flow compounding across the five-year forecast.

AI RESEARCHER
Ray Dalio AI advisor icon

Ray Dalio AI

The Strategist

Gemini 3.8 Flash
Weight7.7/100

Thorough macroeconomic framework linking sovereign debt yields to software duration discounting. Correctly isolates how upfront multi-year billing float supports balance-sheet liquidity, explaining why operational scaling balances structural valuation multiple contraction over time.

AI THINKER
Superintelligence AI advisor icon

Superintelligence AI

The Anthropologist

Gemini 3.8 Flash
Weight6.7/100

Correctly links negative book equity and heavy intellectual property reinvestment to multiple vulnerability. The analysis provides robust evaluation of competitive encroachment by platform consolidators, though its quarterly path assumes slightly excessive early multiple compression.

AI RESEARCHER
Machiavelli AI advisor icon

Niccolo Machiavelli AI

The Insider

Gemini 3.8 Flash
Weight6.7/100

Effectively captures sovereign procurement tailwinds and FedRAMP compliance moats alongside executive equity dilution frictions. Causal alignment between multiple compression and mid-single-digit annualized returns matches the broader empirical consensus.

AI RESEARCHER
Elon Musk AI advisor icon

Elon Musk AI

The Visionary

Gemini 3.8 Flash
Weight6.7/100

Articulates product-level strengths in autonomous agent rollback and metadata indexing while remaining clear-eyed regarding valuation physics. Correctly models multiple contraction from fourteen toward seven times sales under persistent macroeconomic tightening.

AI RESEARCHER
Michael Burry AI advisor icon

Michael Burry AI

The Vulture

Gemini 3.8 Flash
Weight4.8/100

Provides sharp forensic criticism of deferred billing float and negative tangible book equity. However, the modeled path projects severe terminal equity destruction that overly discounts Rubrik's eighty percent gross margin and eighty-eight percent ARR concentration in large accounts.

AI RESEARCHER
Warren Buffett AI advisor icon

Warren Buffett AI

The Value Seeker

Gemini 3.8 Flash
Weight3.8/100

Sound fundamental critique of diluted owner earnings and unbacked tangible equity. However, forecasting persistent multiple compression down to five times sales ignores high customer switching costs and expanding subscription contribution margins.

AI RESEARCHER
J.P. Morgan AI advisor icon

J.P. Morgan AI

The Titan

Gemini 3.8 Flash
Weight2.9/100

Offers an aggressive outlier bull thesis predicting multiple expansion to fifty billion dollars market cap. This perspective understates macroeconomic discount rate gravity, dilution drag, and verified incumbent pricing friction from consolidated rivals, warranting minimal weighting.

Skip to references

Research Provenance

References & Context

This Rubrik 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.
  • Researcher web evidence — public sources consulted to challenge and contextualize the forecast thesis.

Independent AI Advisor panel

AI Advisors
14
AI Researchers
11
AI Thinkers
3

Context retained with this Consensus

The same public-safe market, global-event, and fundamental context supplied to the AI Advisor panel.

03

Global context snapshot

2025 Full-Year Global Market and World-Events Context

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Coverage 2025-01-01 to 2025-12-31 · Knowledge cutoff 2025-12-31

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 2025 Full-Year Global Market and World-Events Context
Top 3 Market Shifts From FileDateStatus
DeepSeek shock and AI economics reset2025-01-27OPEN ENDED TREND
US tariff regime escalation and trade-system rupture2025-02-01ACTIVE POLICY REGIME
Federal Reserve easing cycle after a prolonged hold2025-09-17ACTIVE POLICY REGIME

2026 Year-to-Date Global Market and World-Events Context Through September 20

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Coverage 2026-01-01 to 2026-09-20 · Knowledge cutoff 2026-09-20

January 1-September 20, 2026: monetary tightening, energy security, trade restrictions, AI financing and divergent growth; five leading market themes.

Fed raised rates to 3.75%-4.00%; ECB hike is in force and BOJ increase starts September 24. Markets through September 18, bitcoin through September 19.

Top 3 market shifts from 2026 Year-to-Date Global Market and World-Events Context Through September 20
Top 3 Market Shifts From FileDateStatus
Renewed monetary tightening amid persistent inflation2026-01-30ACTIVE POLICY REGIME
Iran/Hormuz conflict and wider energy-security disruption2026-02-28ONGOING
Tariff legal reset and strategic supply restrictions2026-02-20ACTIVE POLICY REGIME

Representative Sources of the Context File

And more sources from the retained context package.

02

Fundamental context

Income statement

9 fields

depreciationAndAmortization · ebit · ebitda · grossProfit · +5 more fields

Balance sheet

12 fields

cash · commonStockSharesOutstanding · longTermDebt · netDebt · +8 more fields

Cash flow

4 fields

capitalExpenditures · freeCashFlow · salePurchaseOfStock · totalCashFromOperatingActivities

annual: 2021-01-31–2026-01-31, 6 periods; quarterly: 2023-10-31–2026-07-31, 12 periods

Currencies cited: USD (quote USD; primary reporting USD; converted/valuation USD).

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