AI Consensus Investment Thesis
MongoDB (MDB) Stock Forecast and AI Rating
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.
1-Year
NEUTRAL$396
+3.2%5-Year
NEUTRAL$569
+48.5%Latest flagship insight
Enterprise Database Growth Confronts Persistent Cost Of Capital Headwinds
Research reveals sharp divergence regarding equity valuation durability against elevated yields. While operational consensus confirms accelerating cloud consumption, expanding contract backlogs, and positive GAAP operating profitability, persistent stock-based compensation dilution and competitive open-source database encroachment threaten long-term multiple stability.
This is the latest published deep-analysis batch. Audit published forecasts in full transparency
Universal Investor (Polymath), Michael Burry (Vulture), Elon Musk (Visionary), Ray Dalio (Strategist), Machiavelli (Insider), Superintelligence (Anthropologist), J.P. Morgan (Titan), Warren Buffett (Value Purist), Sherlock Holmes (Whistleblower). Some archetypes run in multiple modes, resulting in 14 advisors total.
Gemini
Claude
ChatGPTExecutive Summary
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If you invested $10,000 in MongoDB at the forecast anchor (2026-09-18): $14,846 in five years versus $13,892 for S&P 500 benchmark.
20-quarter synthesized forecastPrice targets, quarterly returns and the reasoning behind each stepView tableClose table
Frozen forecast from 18 Sept 2026. Prices in USD; returns exclude dividends. Each quarter is compounded from the previous quarter.
Swipe the table horizontally to read every column.
| Quarter | Target (USD) | Quarter return | Total return | Forecast rationale |
|---|---|---|---|---|
| Q4 2026 | 382.21 | -0.35% | -0.35% | Third-quarter results confirm healthy cloud consumption, yet elevated Treasury yields constrain software valuation multiples. Investors weigh positive operating income against guidance implying modest sequential moderation, producing muted net quarterly equity appreciation. |
| Q1 2027 | 381.50 | -0.19% | -0.54% | Annual enterprise budgeting cycles prompt corporate IT spending audits. Historically conservative initial fiscal guidance combines with high interest rates to trigger modest multiple compression, temporarily overshadowing expanding operating cash generation. |
| Q2 2027 | 384.47 | +0.78% | +0.24% | Production deployments of agentic workflows stabilize Atlas query volumes. Solid operating expense discipline and sustained share buybacks provide downside defense, allowing fundamental cash conversion to prompt an initial valuation recovery. |
| Q3 2027 | 395.79 | +2.94% | +3.19% | Surging adoption of unified document-vector retrieval across regulated enterprises expands contract values. Operating margins hold firm, generating modest equity appreciation as markets recognize durable operating leverage over open-source alternatives. |
| Q4 2027 | 406.89 | +2.81% | +6.08% | Year-end enterprise contract renewals accelerate remaining performance obligations. Sustained positive accounting margins and systematic share repurchases neutralize option dilution, supporting steady equity gains despite broader tech sector multiple consolidation. |
| Q1 2028 | 414.58 | +1.89% | +8.09% | Full-year financial disclosures confirm robust cash flow conversion and double-digit operating margins. The demonstrated decoupling from historical cash burn attracts disciplined quality compounder funds, driving measured valuation multiple recovery. |
| Q2 2028 | 424.37 | +2.36% | +10.64% | Periodic cloud workload rationalization across mid-market corporate clients trims sequential net expansion metrics. Intensified competition from bundled hyperscaler databases creates slight quarterly sentiment drag, moderating equity price momentum. |
| Q3 2028 | 438.12 | +3.24% | +14.23% | Accelerated multi-cloud migrations and strong enterprise licensing renewals demonstrate platform indispensability. Surging inference query traffic expands consumption billings, lifting operating cash flows and triggering institutional accumulation. |
| Q4 2028 | 452.64 | +3.31% | +18.01% | Corporate technology budgets prioritize operational data platform modernization over fragmented point solutions. Strong fourth-quarter cash collections and continued dilution sterilization deliver solid per-share earnings growth, lifting market valuation. |
| Q1 2029 | 462.07 | +2.08% | +20.47% | Full-year results confirm annual revenue approaching mature scale alongside substantial free cash flow. While competitive open-source pricing prevents multiple expansion, robust fundamental compounding keeps per-share equity value advancing steadily. |
| Q2 2029 | 474.05 | +2.59% | +23.59% | Mainstream adoption of enterprise autonomous agents embeds database state management deeply into mission-critical workflows. Incremental revenues flow efficiently to operating profit, producing steady capital appreciation in line with earnings compounding. |
| Q3 2029 | 486.70 | +2.67% | +26.89% | Seasonal summer procurement pauses and routine workload indexing optimizations induce flat quarter-over-quarter growth. Stable recurring subscription retention and pristine net cash buffers prevent price contraction, preserving accumulated gains. |
| Q4 2029 | 499.54 | +2.64% | +30.24% | Strong fiscal year-end budget execution accelerates enterprise platform commitments across banking and telecommunications. Expanding operating leverage and programmatic share retirements drive diluted earnings growth, reinforcing constructive equity performance. |
| Q1 2030 | 508.47 | +1.79% | +32.56% | Annual financial reporting validates sustained twenty-percent cash flow compounding. The equity functions increasingly as an institutional-grade compounding asset, as expanding GAAP operating profits overshadow historical dilution concerns. |
| Q2 2030 | 519.34 | +2.14% | +35.40% | Multi-region sovereign cloud mandates drive adoption of self-managed and hybrid database clusters. High-margin licensing renewals complement consumption streams, supporting steady price gains despite law-of-large-numbers growth moderation. |
| Q3 2030 | 528.81 | +1.82% | +37.87% | Commoditization in basic vector search tools limits speculative multiple expansion, while core document data gravity protects customer retention. The stock trades in an orderly range, mirroring underlying free cash flow progression. |
| Q4 2030 | 541.01 | +2.31% | +41.05% | Year-end commercial query volumes surge as automated corporate workflows handle peak seasonal transactions. Operating cash margins remain disciplined, converting high recurring revenues into durable shareholder value accumulation. |
| Q1 2031 | 552.18 | +2.06% | +43.96% | Full-year disclosures confirm mature platform scale exceeding five billion dollars in revenue with robust operating margins. Lower compensation intensity enhances per-share cash conversion, supporting steady institutional re-rating. |
| Q2 2031 | 558.98 | +1.23% | +45.73% | Enterprise application modernization cohorts achieve stable production run-rates, moderating incremental greenfield additions. Consistent share buyback execution buffers equity valuation, keeping quarterly price returns in positive territory. |
| Q3 2031 | 569.43 | +1.87% | +48.46% | Closing the five-year horizon, normalized sales multiples fully reflect mature enterprise infrastructure economics. Durable operational data gravity, self-funded reinvestment, and resilient cash generation anchor a solid long-term equity compounding cycle. |
The central economic thesis for this cloud database platform hinges on whether authentic operational leverage can overpower persistent discount-rate gravity. The enterprise is executing a structural transition from speculative cash burncash burnThe rate at which a company consumes its cash reserves to fund operations before achieving profitability.View full glossary entry into an established cash generator, demonstrated by accelerating consumption growth, surging contract backlogsbacklogThe total value of signed contracts yet to be fulfilled, representing future revenue visibility.View full glossary entry, and positive GAAP operating income. However, with risk-free sovereign yields hovering near five percent, maintaining an eleven-times sales multiple leaves minimal margin of safetymargin of safetyThe difference between an estimated intrinsic value and the purchase price, intended to allow for uncertainty or analytical error.View full glossary entry against enterprise spending scrutiny. Intrinsic equity compounding must therefore derive from cash-flow expansion rather than multiple inflation. While public cloud hosting fees impose a ceiling on gross marginsgross marginsThe percentage of revenue remaining after deducting the direct costs of producing goods sold.View full glossary entry, disciplined operating expenditure growth and systematic share repurchases are transforming top-line momentum into tangible per-share owner earningsowner earningsAn estimate of cash available to owners after operating costs, taxes, and the capital spending needed to maintain competitive capacity.View full glossary entry. The strongest counterargument emphasizes that reported 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 remains heavily subsidized by stock-based compensation, while commoditized open-source relational alternatives continuously pressure developer pricing powerpricing powerThe ability of a company to raise prices without losing significant customer demand.View full glossary entry.
Key insights
- Autonomous agentic architectures increasingly require unified operational document-vector state stores, preventing architectural fragmentation and driving durable long-term consumption retention.
- Asset-light infrastructure offloads datacenter capital expenditurecapital expenditureCapital expenditure (CAPEX) is spending on long-lived assets or major improvements expected to support operations over multiple periods.View full glossary entry onto hyperscalershyperscalersVery large cloud or internet-platform operators that run computing infrastructure at global scale.View full glossary entry, converting incremental sales into cash flow but permanently capping gross marginsgross marginsThe percentage of revenue remaining after deducting the direct costs of producing goods sold.View full glossary entry near seventy-two percent.
- High risk-free benchmark rates enforce valuation discipline, ensuring five-year equity performance reflects underlying operational cash compounding net of stock compensation dilutiondilutionReduction in ownership percentage for existing shareholders caused by the issuance of new equity shares.View full glossary entry.
This software enterprise is successfully turning growing database usage into real corporate profits. While businesses increasingly rely on its flexible cloud platform to store application data and power artificial intelligenceartificial intelligenceComputer systems designed to perform tasks that ordinarily require human perception, reasoning, learning, language, or decision-making.View full glossary entry tools, the stock carries an expensive valuation during a period of high interest rates. Over the next five years, investment returns will depend on real cash generation rather than market hype.
Key insights
- Strong customer loyalty makes it difficult and expensive for companies to switch to competing database software.
- Massive employee stock compensation reduces real per-share earnings, requiring continuous share buybacks to protect existing investors.
- High interest rates limit how much investors will pay for future growth, making steady business profits essential.
Deep Dive
Prevailing market sentiment views the asset as an indispensable beneficiary 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 enterprise cloud migration. Wall Street consensus anchors heavily on recent thirty-percent revenue acceleration and non-GAAP margin expansionmargin expansionAn increase in profit as a percentage of revenue.View full glossary entry, assuming usage-based consumption will compound indefinitely. The crowd complacently accepts a double-digit sales multiple, underestimating the valuation gravityvaluation gravityAn informal expression for the tendency of price to move toward levels supported by earnings, cash flow, or historical valuation norms.View full glossary entry exerted by sustained five-percent sovereign bond yields and enterprise IT spending rationalization.
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Deep Dive
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? Prevailing market sentiment views the asset as an indispensable beneficiary 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 enterprise cloud migration. Wall Street consensus anchors heavily on recent thirty-percent revenue acceleration and non-GAAP margin expansionmargin expansionAn increase in profit as a percentage of revenue.View full glossary entry, assuming usage-based consumption will compound indefinitely. The crowd complacently accepts a double-digit sales multiple, underestimating the valuation gravityvaluation gravityAn informal expression for the tendency of price to move toward levels supported by earnings, cash flow, or historical valuation norms.View full glossary entry exerted by sustained five-percent sovereign bond yields and enterprise IT spending rationalization.
Alpha Gap
What is the biggest difference between market expectations and our AI forecasts? The best-supported direction indicates that the crowd overestimates near-term valuation durability while underestimating structural cash generation. The market conflates headline 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 with true owner earningsowner earningsAn estimate of cash available to owners after operating costs, taxes, and the capital spending needed to maintain competitive capacity.View full glossary entry, overlooking that hundreds of millions in stock compensation dilute per-share claims. However, consensus also overlooks that operating leverageoperating leverageThe sensitivity of operating profit to changes in revenue caused by the mix of fixed and variable costs.View full glossary entry is permanently inflecting positive, backed by a ninety-one percent backlogbacklogThe total value of signed contracts yet to be fulfilled, representing future revenue visibility.View full glossary entry surge. While multiple compressionmultiple compressionA decline in valuation ratios such as price-to-earnings or enterprise-value-to-sales.View full glossary entry will absorb part of top-line progress, expanding operational cash flow provides durable fundamental downside support.
Repricing Catalyst
What could make the market recognize and close that gap? Consecutive quarterly filings demonstrating sustained GAAP operating profitability above ten percent alongside twenty-five percent top-line expansion will trigger valuation convergence. The late September 2026 Investor Day and upcoming fiscal reports will clarify agentic monetization and dilutiondilutionReduction in ownership percentage for existing shareholders caused by the issuance of new equity shares.View full glossary entry-adjusted cash flow. Observable acceleration in GAAP net earnings will force institutional analysts to abandon speculative revenue multiples and reprice the equity on verified cash-generating power.
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
- Growing Awareness
Sentiment diverges between valuation bears noting restrictive monetary gravity and operational bulls celebrating GAAP net income inflection. This positioning tension between multiple compressionmultiple compressionA decline in valuation ratios such as price-to-earnings or enterprise-value-to-sales.View full glossary entry and durable cash-flow growth creates volatile intermediate trading around quarterly earnings prints.
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 of restrictive central bank policy and five-percent Treasury yields acts as a decided headwind for software multiplessoftware multiplesValuation ratios applied to software businesses, commonly based on revenue, recurring revenue, earnings, or cash flow.View full glossary entry. Higher discount rates mathematically compress long-duration growth valuations while corporate budget scrutiny introduces consumption optimization. However, a debt-free balance sheetbalance sheetA financial statement showing assets, liabilities, and equity at a specific point in time.View full glossary entry and robust internal cash generation insulate operations entirely from credit refinancing stress, allowing fundamental compounding despite adverse macro winds.
Advisor Disagreement
What do our AI Advisors disagree about most? The primary analytical dispute centers on valuation multiples versus earnings compounding over the five-year horizon. Cautious perspectives argue that trading above eleven times sales during an era of five-percent sovereign bond yields mandates severe multiple contraction toward historical software averages, offsetting operational growth. In contrast, constructive views contend that expanding GAAP operating marginsoperating marginsOperating profit as a percentage of revenue after operating expenses, before interest and taxes.View full glossary entry, robust cash conversion, and a ninety-one percent backlogbacklogThe total value of signed contracts yet to be fulfilled, representing future revenue visibility.View full glossary entry surge justify a sustained premium multiple as agentic workloads scale. Resolving this disagreement requires observing whether Atlas consumption re-accelerates beyond thirty percent through fiscal 2028 prints while stock compensation declines as a percentage of revenue.
Base-Case Forces
Event Risk ScoreHigh71/100Near-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 |
|---|---|---|---|---|
| Atlas Cloud Consumption Compounding | Competitive Positioning | +32% | +50% | Atlas consumption represents the primary growth engine, expanding nearly thirty percent as enterprise workloads scale across multi-cloud infrastructure. Deep architectural embedding and document-model flexibility create exceptionally punitive developer switching costsswitching costsFinancial, operational, technical, contractual, or learning costs incurred when changing products or providers.View full glossary entry. This structural data gravitydata gravityThe tendency for applications, services, and users to cluster around large or difficult-to-move datasets.View full glossary entry secures recurring billing expansions, insulating subscription revenues from cyclical budget cuts and driving durable multi-year top-line momentum. |
| Operating Leverageoperating leverageThe sensitivity of operating profit to changes in revenue caused by the mix of fixed and variable costs.View full glossary entry Profitability Inflection | Operational Efficiency | +26% | +45% | Operating overhead is scaling significantly slower than top-line revenue, driving positive GAAP net income and widening operating marginsoperating marginsOperating profit as a percentage of revenue after operating expenses, before interest and taxes.View full glossary entry. Sales efficiency gains and research expense absorption convert incremental gross profit directly into 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. This operational turnaround transitions the enterprise from speculative cash burncash burnThe rate at which a company consumes its cash reserves to fund operations before achieving profitability.View full glossary entry into an established, self-funding institutional software compoundercompounderA business or asset that can reinvest earnings or cash flows at attractive returns over an extended period.View full glossary entry. |
| Agentic Operational State Consolidation | Innovation And Product | +24% | +35% | Autonomous artificial intelligenceartificial intelligenceComputer systems designed to perform tasks that ordinarily require human perception, reasoning, learning, language, or decision-making.View full glossary entry agents require flexible JSON document storage and integrated vector retrieval for persistent memory and execution logging. Unifying vector indexing with operational data eliminates synchronization latency and redundant database sprawl. This product capability accelerates enterprise consumption billings, capturing incremental AI infrastructureai infrastructureThe compute, networking, storage, power, cooling, software, and facilities used to develop and operate AI systems.View full glossary entry budgets as autonomous agent deployments enter scaled corporate production. |
| Fortress Liquidity Anti DilutiondilutionReduction in ownership percentage for existing shareholders caused by the issuance of new equity shares.View full glossary entry Framework | Capital Allocation | +15% | +16% | Holding 2.4 billion dollars in net liquidity with zero debt, management executes systematic share repurchases to neutralize stock-based compensation dilutionsbc dilutionReduction in existing shareholders' ownership caused by shares issued as stock-based compensation.View full glossary entry. Retiring shares under positive 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 concentrates per-share equity claims. This capital allocationcapital allocationThe decision process for directing capital among operations, investment, acquisitions, debt repayment, dividends, and share repurchases.View full glossary entry maturity shields balance-sheet resilience against tightening credit cycles and directly reinforces long-term intrinsic valueintrinsic valueThe estimated true worth of a business or asset based on fundamentals instead of short-term market mood.View full glossary entry compounding for common equity holders. |
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 |
|---|---|---|---|---|
| Elevated Rate Multiple Compressionmultiple compressionA decline in valuation ratios such as price-to-earnings or enterprise-value-to-sales.View full glossary entry | Macroeconomic And Macrofinancial | -24% | -6.0% | With policy rates near four percent and benchmark Treasury yields testing five percent, high-multiple growth equities face relentless mathematical discount-rate gravity. Trading above eleven times sales and elevated cash-flow multiples, the equity remains acutely vulnerable to valuation contraction. Persistent cost-of-capital pressures limit speculative multiple expansionmultiple expansionAn increase in valuation ratios such as price-to-earnings or enterprise-value-to-sales.View full glossary entry regardless of exemplary operational business execution. |
| Open Source PostgreSQL Substitution | Competitive Positioning | -18% | -22% | Enterprise budget scrutiny drives database consolidation toward open-source PostgreSQL augmented with pgvector extensions and native JSON capabilities. For standardized transactional microservices, development teams increasingly deploy zero-royalty Postgres to bypass commercial consumption pricing. This ongoing commoditizationcommoditizationThe process where services become indistinguishable, leading to price-based competition and severe margin erosion.View full glossary entry exerts persistent pricing friction on greenfield workloads, capping addressable contract expansion in price-sensitive mid-market tiers. |
| Stock Compensation Equity Dilutionequity dilutionThe reduction in ownership percentage for existing shareholders caused by the issuance of new shares.View full glossary entry | Capital Allocation | -16% | -22% | Extensive stock-based compensation creates a substantial wedge between headline 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 and true accounting earnings. Because hundreds of millions in annual share repurchases merely neutralize employee option grants rather than reducing net share count, real per-share economic compounding is suppressed, exposing the equity to de-rating if cash quality faces scrutiny. |
| Hyperscaler Feudal Infrastructure Toll | Operational Efficiency | -14% | -18% | Relying entirely on AWS, Azure, and Google Cloud to host database clusters forces the business to pay substantial compute and network hosting tolls. Concurrently, cloud providers cross-sell discounted native database engines inside corporate enterprise agreements. This dual dynamic caps gross marginsgross marginsThe percentage of revenue remaining after deducting the direct costs of producing goods sold.View full glossary entry near seventy-two percent and constrains pricing leverage during major contract renewal cycles. |
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 | Why plausible / what changes |
|---|---|---|---|
| Architectural AI State Disintermediation | 26% | -40% | Next-generation autonomous coding architectures could automate relational schema normalization or adopt lightweight embedded columnar formats, bypassing document stores entirely by 2028. This technological shift would eviscerate the document model's developer velocity advantage, slashing net customer expansion below one hundred percent and triggering severe institutional multiple liquidation. |
| Hyperscaler Egress Tariff War | 22% | -34% | Public cloud hyperscalershyperscalersVery large cloud or internet-platform operators that run computing infrastructure at global scale.View full glossary entry could implement punitive inter-region data egress tariffs and increase partner hosting surcharges during contract renewals in 2027 to 2028. Unable to pass infrastructure markups to customers without driving churn, gross marginsgross marginsThe percentage of revenue remaining after deducting the direct costs of producing goods sold.View full glossary entry would compress below sixty-five percent, eviscerating projected 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 and triggering an acute valuation de-rating. |
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 | Why plausible / what changes |
|---|---|---|---|
| Autonomous Agent Runtime Standardization | 28% | +45% | Leading foundation model providers and autonomous software engineering frameworks could formally codify the platform as the default reference architecture for persistent agent state memory by 2028. Exponentially surging query volumes would lift annual revenue growth above thirty-five percent and expand free cash flow marginsfree cash flow marginsThe percentage of revenue converted into cash after accounting for capital expenditures and operating costs.View full glossary entry past thirty percent, driving substantial multiple re-expansion. |
| Strategic Sovereign Database Acquisition | 18% | +38% | A major cloud titan or enterprise software conglomerate could launch a cash acquisition offer by 2028 to capture the platform's developer mindshare and multi-cloud data gravitydata gravityThe tendency for applications, services, and users to cluster around large or difficult-to-move datasets.View full glossary entry. Given pristine net cash and sticky customer retention, a control premium would instantly reprice shares, though regulatory antitrust scrutinyantitrust scrutinyAntitrust scrutiny is regulatory examination of conduct, pricing, mergers, or market power that may reduce competition or harm consumers.View full glossary entry keeps transaction probability below thirty percent. |
Company Financial Analysis
MongoDB 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
The company's earnings narrative marks an authentic operational turnaround from historical cash burn toward self-funding scale. Trailing twelve-month revenue reached $2.78 billion through July 2026, advancing over thirty percent in the latest quarter on resilient cloud database consumption. Most importantly, the business generated positive quarterly accounting net income of $40.9 million, reversing years of persistent operating deficits. However, headline results require careful interpretation. Trailing free cash flow reached an impressive $667 million, but this figure is heavily flattered by adding back hundreds of millions in non-cash stock compensation. While underlying business operations are generating real cash, true per-share compounding depends on expanding genuine GAAP profits beyond employee equity awards.
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 |
|---|---|---|---|
| 2026 | USD 2.5B | USD -71.2M | USD 500.2M |
| 2025 | USD 2B | USD -129.1M | USD 120.6M |
| 2024 | USD 1.7B | USD -176.6M | USD 115.4M |
| 2023 | USD 1.3B | USD -345.4M | USD -20.2M |
| 2022 | USD 873.8M | USD -306.9M | USD -1.1M |
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 |
|---|---|---|---|---|
| 2026 | -- | TTM | Loss-making | USD / USD |
| 2025 | -- | TTM | Loss-making | USD / USD |
| 2024 | -- | TTM | Loss-making | USD / USD |
| 2023 | -- | Annual | Loss-making | USD / USD |
| 2022 | -- | 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
AI Review
Profitability margins reveal a tale of two distinct forces moving in opposite directions. Gross profit margins have drifted modestly downward toward 71.7%, reflecting the growing revenue share of cloud-hosted database services that incur third-party infrastructure fees. These cloud hosting tolls establish an effective ceiling on future gross profit expansion. Conversely, operating efficiency has improved dramatically. Non-GAAP operating margin surged to 24% in the latest quarter as general administrative and sales overhead scaled efficiently against expanding subscription volumes. Incremental customer additions are requiring proportionally less sales expenditure, demonstrating that the business has achieved authentic operating leverage.
The table compares up to five fiscal years of operating income and reported profitability margins.
| Fiscal year | Operating income | Operating margin | Net margin |
|---|---|---|---|
| 2026 | USD -137M | -5.6% | -2.9% |
| 2025 | USD -216.1M | -10.8% | -6.4% |
| 2024 | USD -233.7M | -13.9% | -10.5% |
| 2023 | USD -346.7M | -27.0% | -26.9% |
| 2022 | USD -289.4M | -33.1% | -35.1% |
Balance sheet and leverage
AI Review
The balance sheet provides exceptional financial safety and total strategic independence. The company closed July 2026 holding over $2.4 billion in cash and short-term investments against virtually zero funded debt, reflected in a nominal debt-to-equity ratio of 0.01 and a current ratio of 4.65. This fortress structure eliminates solvency and refinancing dangers in an environment of high interest rates, allowing the company to earn substantial interest income on its cash hoard. Management is leveraging this pristine liquidity to fund systematic share buybacks, deploying hundreds of millions annually to defend per-share equity value against stock dilution.
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 |
|---|---|---|---|---|
| 2026 | USD 32.9M | USD 2.4B | USD 1.1B net cash | 4.65x |
| 2025 | USD 36.5M | USD 2.3B | USD 453.6M net cash | 5.20x |
| 2024 | USD 1.2B | USD 2B | USD 381M net debt | 4.40x |
| 2023 | USD 1.2B | USD 1.8B | USD 729M net debt | 3.80x |
| 2022 | USD 1.2B | USD 1.8B | USD 709.4M net debt | 4.02x |
Net debt below zero is displayed as net cash. Current ratio is current assets divided by current liabilities.
Capex and investment intensity
AI Review
Management operates an exceptionally capital-light business model, keeping physical capital expenditures at a minuscule 0.20% of revenue in fiscal 2026. Instead of spending billions constructing proprietary datacenters and buying physical servers, the company rents compute and storage directly from major cloud providers like Amazon, Microsoft, and Google. This asset-light posture releases operating cash directly into free cash generation rather than tying it up in depreciating physical equipment. Instead, corporate investment is focused on software engineering, with research and development absorbing $716 million in fiscal 2026. This setup provides immense capital agility, though it surrenders infrastructure hosting markups to cloud providers.
The table compares up to five fiscal years of capital expenditure and research-and-development investment.
| Fiscal year | Capital expenditure | R&D spend |
|---|---|---|
| 2026 | USD 5M | USD 716.3M |
| 2025 | USD 29.6M | USD 596.8M |
| 2024 | USD 6.1M | USD 515.9M |
| 2023 | USD 7.2M | USD 421.7M |
| 2022 | USD 8.1M | USD 308.8M |
Quarterly Forecast Scenarios
MongoDB 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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| Quarter | Bear case (USD) | Base case (USD) | Bull case (USD) | S&P 500 benchmark (USD) |
|---|---|---|---|---|
| $352.88 | $383.01 | $410.41 | $750.26 | |
| $331.70 | $384.58 | $435.03 | $736.44 | |
| $318.43 | $386.65 | $456.79 | $743.40 | |
| $305.80 | $398.04 | $475.06 | $755.15 | |
| $290.51 | $409.56 | $503.56 | $776.22 | |
| $284.70 | $419.14 | $528.74 | $787.13 | |
| $293.24 | $426.67 | $518.16 | $802.83 | |
| $299.11 | $441.20 | $549.25 | $812.05 | |
| $311.07 | $456.28 | $576.72 | $839.18 | |
| $320.40 | $468.47 | $605.55 | $850.50 | |
| $326.81 | $480.33 | $629.77 | $872.39 | |
| $330.08 | $493.32 | $648.67 | $885.51 | |
| $339.98 | $506.88 | $681.10 | $909.56 | |
| $346.78 | $517.91 | $708.34 | $916.13 | |
| $350.25 | $528.48 | $729.59 | $936.51 | |
| $350.25 | $538.30 | $744.19 | $947.34 | |
| $357.25 | $551.14 | $773.95 | $969.59 | |
| $364.40 | $563.35 | $797.17 | $979.99 | |
| $368.04 | $569.57 | $813.12 | $999.60 | |
| $371.72 | $580.33 | $829.38 | $1,012 |
Behind the synthesis
How each opinion shapes the consensus
The research consensus reveals sharp divergence between operational execution and equity valuation mechanics. Across all reports, primary evidence confirms that cloud database consumption continues compounding near thirty percent, supported by expanding enterprise contracts and positive accounting profitability. However, correlated assumptions emerge around multiple durability. Several optimistic perspectives fail to reconcile an eleven-times sales multiple with five-percent benchmark Treasury yields and dilutive stock-based compensation. Conversely, the strongest contrarian case demonstrates that reported free cash flow is heavily subsidized by equity grants, while open-source PostgreSQL with vector extensions actively contests new application workloads. The weighting structure heavily favors reports that incorporate primary SEC disclosures and macro interest-rate reality, penalizing hyperbolic narratives that project unconstrained multiple expansion. Unresolved uncertainty centers on whether autonomous agentic workflows will accelerate Atlas consumption faster than enterprise query optimization slows it down. Consequently, relative weights prioritize balanced models reflecting steady operational compounding tempered by multiple compression.
Universal Investor AI
The Polymath
GPT-6 AstraProvides primary-source verification from official filings and Federal Reserve policy releases. It meticulously evaluates stock-based compensation overhead, product-cycle timing, and competitive Postgres dynamics, establishing an exceptionally sound, evidence-backed intermediate return trajectory.
Universal Investor AI
The Polymath
Opus 5Exhibits superior empirical grounding with primary filing evidence, dissecting the disconnect between plateauting top-line growth rates and genuine operating margin inflection. The balanced tension between cash flow expansion, stock compensation dilution, and multiple compression is causally rigorous.
Ray Dalio AI
The Strategist
Gemini 3.8 FlashProvides a coherent macro perspective balancing debt cycle dynamics with structural operational growth. It correctly recognizes that pristine debt-free liquidity insulates operations from refinancing shocks, though its long-term multiple stability assumption leans slightly optimistic against persistent sovereign discount rates.
Niccolo Machiavelli AI
The Insider
Gemini 3.8 FlashCaptures the operational inflection under executive leadership and details contract backlog momentum. However, its aggressive multiple expansion scenario underplays macro duration drag from five-percent Treasury yields and assumes frictionless enterprise AI monetization without sufficient margin of safety.
Universal Investor AI
The Polymath
Gemini 3.8 FlashConstructs a robust fundamental bridge connecting agentic workload expansion with positive accounting profitability. While properly identifying customer expansion mechanisms, its terminal valuation assumptions assume somewhat benign multiple durability against a hawkish monetary policy backdrop.
Warren Buffett AI
The Value Seeker
Gemini 3.8 FlashApplies sound business-owner logic, identifying high customer switching costs and asset-light cash generation while demanding valuation discipline. The analysis appropriately penalizes high sales multiples under elevated interest rates, providing a prudent anchor on terminal enterprise value.
Universal Investor AI
The Polymath
Gemini 3.8 FlashThoroughly evaluates multi-cloud deployment moats, unified vector integration, and share repurchase mechanics. It models balanced operational progress, though it occasionally treats consumption-based revenue as insulated from macro corporate budget pruning.
Michael Burry AI
The Vulture
Gemini 3.8 FlashOffers rigorous forensic scrutiny regarding stock-based compensation and economic owner earnings, highlighting dilution risks under high Treasury yields. However, it understates genuine operating leverage and durable Atlas enterprise retention, projecting extreme valuation compression that lacks full operational support.
Elon Musk AI
The Visionary
Gemini 3.8 FlashPresents sharp technical scrutiny regarding vector memory architectures and open-source PostgreSQL substitution. While identifying legitimate developer adoption frictions, it overstates near-term thermodynamic displacement risks given extensive switching costs embedded across large enterprise document-model workloads.
Sherlock Holmes AI
The Whistleblower
Gemini 3.8 FlashEffectively highlights Enterprise Advanced licensing resilience in sovereign and private deployments alongside Atlas expansion. However, its projected trajectory discounts potential enterprise IT budget optimization cycles and models slightly aggressive terminal multiples in late forecast quarters.
Superintelligence AI
The Anthropologist
Gemini 3.8 FlashPresents strong arguments regarding backlog expansion and Model Context Protocol integration in agentic architectures. Its long-term scenario remains plausible, though near-term quarterly projections slightly underestimate discount-rate drag during periods of heightened rate volatility.
Superintelligence AI
The Anthropologist
Gemini 3.8 FlashDelivers insightful analysis on public cloud hosting tolls and competitive encroachment. Nonetheless, it excessively discounts operational cash conversion and remaining performance obligations, forecasting stagnant equity value by underestimating multi-cloud database stickiness across core enterprise accounts.
Warren Buffett AI
The Value Seeker
Gemini 3.8 FlashDemonstrates healthy skepticism toward owner earnings quality and stock compensation leakage. While identifying genuine valuation vulnerabilities, its assumption of persistent multiple compression excessively dampens equity compounding from undeniable underlying free cash flow expansion.
J.P. Morgan AI
The Titan
Gemini 3.8 FlashAccurately articulates mission-critical data gravity and cash flow inflection, but relies on hyperbolic imperial framing. It minimizes severe valuation sensitivity to five-percent yields, forecasting an unrealistic multiple expansion that overshoots defensible corporate software benchmarks.
Research Provenance
References & Context
This MongoDB 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
Sources retained from AI Researcher searches
Asset-specific · Researcher webShowing the top 15 of 52 deduplicated sources retained for this batch.
- 01Federal Reserve Board - Federal Reserve issues FOMC statementfederalreserve.gov
- 02mdb-20260731sec.gov
- 03MongoDB, Inc. - Form 10-K - FY2026sec.gov
- 04MongoDB, Inc. - Form 10-Q - FY2026sec.gov
- 05MongoDB, Inc. - Form ARS - FY2026sec.gov
- 06MongoDB, Inc. Announces Second Quarter Fiscal 2027 Financial Results | MongoDB, Inc.investors.mongodb.com
- 07Is MongoDB (MDB) Stock the Best AI Database Play Before September 1 Earnings? - 24/7 Wall St.247wallst.com
- 08MongoDB (MDB) Q2 2027 Earnings: Results, Market Reaction & History | 24/7 Wall St.247wallst.com
- 09These Analysts Revise Their Forecasts On MongoDB After Q2 Results - MongoDB (NASDAQ:MDB) - Benzingabenzinga.com
- 10Check out MongoDB, Inc.'s stock price (MDB) in real timecnbc.com
- 11MDB Stock Quote Price and Forecast | CNNcnn.com
- 12Lakebase Postgres | Databricks on AWSdocs.databricks.com
- 13MongoDB Is Surging—And the Next Catalyst Is Almost Herefinance.yahoo.com
- 14MongoDB Q2 FY2027 earnings beat but stock falls on Atlas growthfinance.yahoo.com
- 15MongoDB Inc (MDB) Shares Surge 4.5% -- What GF Score of 86 Tells Investorsgurufocus.com
And 37 more sources were used and retained in the batch inventory.
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
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 and World-Events Context Through September 20
Download Archived SnapshotCoverage 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 File | Date | Status |
|---|---|---|
| Renewed monetary tightening amid persistent inflation | 2026-01-30 | ACTIVE POLICY REGIME |
| Iran/Hormuz conflict and wider energy-security disruption | 2026-02-28 | ONGOING |
| Tariff legal reset and strategic supply restrictions | 2026-02-20 | ACTIVE POLICY REGIME |
Representative Sources of the Context File
And more sources from the retained context package.
Fundamental context
Income statement
9 fieldsdepreciationAndAmortization · ebit · ebitda · grossProfit · +5 more fields
Balance sheet
12 fieldscash · commonStockSharesOutstanding · longTermDebt · netDebt · +8 more fields
Cash flow
5 fieldscapitalExpenditures · dividendsPaid · freeCashFlow · salePurchaseOfStock · +1 more field
annual: 2016-01-31–2026-01-31, 11 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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