BigBearai Holdings Inc (BBAI.NYSE) AI FORECASTS & ADVISOR ANALYSIS
Read and compare the 12 individual AI Advisor deep-dive reports, including their forecast paths, ratings, price targets, and reasoning.
Updated on 5 July 2026Deep analysis 5 July 2026
Ray Dalio AI
Model rating
Buy
5-Year Return Est.
+243.0%
BBAI.NYSE does not currently pay dividends
1. Investment Thesis — Base Case
How does a capital-fortified, unprofitable defense software firm navigate a restrictive rate regime? The True Price pathtrue price pathA modeled path of fair value over time based on fundamentals rather than short-term price moves.View full glossary entry for BigBear.ai reflects a volatile but compounding trajectory as it completes its transition from a bespoke services contractor to a scalable AI platform. With a cleansed balance sheetbalance sheetA financial statement showing assets, liabilities, and equity at a specific point in time.View full glossary entry holding $431 million in cash and minimal debt, the company is uniquely insulated from the Warsh-era credit tightening that will bankrupt highly leveraged peers. As the Ask Sage and CargoSeer integrations mature, gross marginsgross marginsThe percentage of revenue remaining after deducting the direct costs of producing goods sold.View full glossary entry will continue expanding, leveraging the $282 million backlogbacklogThe total value of signed contracts yet to be fulfilled, representing future revenue visibility.View full glossary entry. However, given the roughly 478 million real shares outstanding, the $1.7 billion market capitalizationmarket capitalizationThe market value of an asset or company, commonly calculated for a company as share price multiplied by shares outstanding.View full glossary entry requires flawless execution to justify a multiple re-rating.
- Clean balance sheetA financial statement showing assets, liabilities, and equity at a specific point in time. eliminates short-term refinancing riskrefinancing riskThe danger that a company cannot replace maturing debt obligations with new financing under favorable terms.View full glossary entry.
- sovereign aiA national strategy to develop or control domestic AI models, data, computing capacity, skills, and governance. initiatives drive sustained defense sector demand.
- margin expansionAn increase in profit as a percentage of revenue. relies entirely on generative aiArtificial intelligence that produces new text, images, audio, code, video, or other content from learned patterns and user input. platform scaling.
- Lumpy government procurement schedules will create quarterly volatility.
- Liquidity absorption from mega-IPOs may cap near-term multiple expansionmultiple expansionAn increase in valuation ratios such as price-to-earnings or enterprise-value-to-sales.View full glossary entry.
Historical prices and published forecast
- Observed price
- Published advisor forecast
View chart values
| Series | Date | Value (USD) |
|---|---|---|
| Observed price | 2021-06-28 | 9.85 |
| Observed price | 2021-07-22 | 9.82 |
| Observed price | 2021-08-03 | 9.75 |
| Observed price | 2021-08-11 | 9.84 |
| Observed price | 2021-08-23 | 9.81 |
| Observed price | 2021-09-16 | 9.89 |
| Observed price | 2021-09-24 | 9.87 |
| Observed price | 2021-09-28 | 9.85 |
| Observed price | 2021-10-22 | 9.91 |
| Observed price | 2021-11-11 | 9.98 |
| Observed price | 2021-12-01 | 9.98 |
| Observed price | 2021-12-09 | 8.08 |
| Observed price | 2021-12-17 | 8.72 |
| Observed price | 2022-01-06 | 5.28 |
| Observed price | 2022-01-14 | 4.75 |
| Observed price | 2022-01-22 | 5.37 |
| Observed price | 2022-02-11 | 4.61 |
| Observed price | 2022-03-03 | 7.46 |
| Observed price | 2022-03-07 | 9.61 |
| Observed price | 2022-03-23 | 6.29 |
| Observed price | 2022-04-04 | 8.74 |
| Observed price | 2022-04-16 | 12.13 |
| Observed price | 2022-05-02 | 10.67 |
| Observed price | 2022-05-26 | 5.78 |
| Observed price | 2022-06-03 | 5.37 |
| Observed price | 2022-06-23 | 3.87 |
| Observed price | 2022-06-27 | 3.75 |
| Observed price | 2022-07-21 | 3.43 |
| Observed price | 2022-07-25 | 2.74 |
| Observed price | 2022-08-18 | 1.69 |
| Observed price | 2022-08-30 | 1.58 |
| Observed price | 2022-09-07 | 1.26 |
| Observed price | 2022-09-27 | 1.23 |
| Observed price | 2022-10-05 | 1.80 |
| Observed price | 2022-10-29 | 1.33 |
| Observed price | 2022-11-10 | 1.03 |
| Observed price | 2022-11-14 | 1.09 |
| Observed price | 2022-12-08 | 0.93 |
| Observed price | 2022-12-12 | 0.90 |
| Observed price | 2022-12-28 | 0.65 |
| Observed price | 2023-01-09 | 0.76 |
| Observed price | 2023-02-02 | 3.60 |
| Observed price | 2023-02-06 | 6.11 |
| Observed price | 2023-03-02 | 2.84 |
| Observed price | 2023-03-06 | 3.18 |
| Observed price | 2023-03-18 | 1.68 |
| Observed price | 2023-04-07 | 2.58 |
| Observed price | 2023-04-15 | 3.33 |
| Observed price | 2023-05-09 | 2.97 |
| Observed price | 2023-05-21 | 2.34 |
| Observed price | 2023-06-02 | 2.02 |
| Observed price | 2023-06-18 | 2.55 |
| Observed price | 2023-06-30 | 2.35 |
| Observed price | 2023-07-20 | 1.89 |
| Observed price | 2023-08-01 | 2.12 |
| Observed price | 2023-08-17 | 1.42 |
| Observed price | 2023-08-25 | 1.31 |
| Observed price | 2023-09-02 | 1.72 |
| Observed price | 2023-09-18 | 1.63 |
| Observed price | 2023-09-26 | 1.28 |
| Observed price | 2023-11-01 | 1.19 |
| Observed price | 2023-11-09 | 1.54 |
| Observed price | 2023-11-25 | 1.87 |
| Observed price | 2023-12-07 | 1.64 |
| Observed price | 2023-12-19 | 1.78 |
| Observed price | 2023-12-27 | 2.11 |
| Observed price | 2024-01-08 | 2.19 |
| Observed price | 2024-02-01 | 1.65 |
| Observed price | 2024-02-05 | 1.58 |
| Observed price | 2024-02-29 | 3.36 |
| Observed price | 2024-03-04 | 4.33 |
| Observed price | 2024-03-28 | 2.05 |
| Observed price | 2024-04-01 | 1.96 |
| Observed price | 2024-04-21 | 1.52 |
| Observed price | 2024-04-29 | 1.75 |
| Observed price | 2024-05-11 | 1.42 |
| Observed price | 2024-05-27 | 1.59 |
| Observed price | 2024-06-20 | 1.20 |
| Observed price | 2024-06-24 | 1.27 |
| Observed price | 2024-07-14 | 1.58 |
| Observed price | 2024-07-26 | 1.52 |
| Observed price | 2024-08-07 | 1.19 |
| Observed price | 2024-08-19 | 1.37 |
| Observed price | 2024-08-23 | 1.72 |
| Observed price | 2024-09-20 | 1.58 |
| Observed price | 2024-10-02 | 1.38 |
| Observed price | 2024-10-14 | 1.91 |
| Observed price | 2024-11-03 | 1.60 |
| Observed price | 2024-11-15 | 1.70 |
| Observed price | 2024-12-05 | 2.86 |
| Observed price | 2024-12-13 | 2.52 |
| Observed price | 2024-12-29 | 4.61 |
| Observed price | 2025-01-14 | 3.18 |
| Observed price | 2025-01-22 | 4.44 |
| Observed price | 2025-02-03 | 4.23 |
| Observed price | 2025-02-15 | 8.87 |
| Observed price | 2025-03-03 | 4.76 |
| Observed price | 2025-03-27 | 3.06 |
| Observed price | 2025-04-20 | 2.42 |
| Observed price | 2025-04-24 | 2.91 |
| Observed price | 2025-05-06 | 3.09 |
| Observed price | 2025-05-14 | 3.85 |
| Observed price | 2025-05-26 | 4.28 |
| Observed price | 2025-06-11 | 3.73 |
| Observed price | 2025-06-23 | 4.18 |
| Observed price | 2025-07-17 | 8.22 |
| Observed price | 2025-07-21 | 7.40 |
| Observed price | 2025-08-14 | 5.84 |
| Observed price | 2025-08-18 | 5.85 |
| Observed price | 2025-09-11 | 4.87 |
| Observed price | 2025-09-15 | 5.09 |
| Observed price | 2025-09-23 | 7.99 |
| Observed price | 2025-10-13 | 8.81 |
| Observed price | 2025-11-06 | 5.66 |
| Observed price | 2025-11-22 | 5.69 |
| Observed price | 2025-12-04 | 7.02 |
| Observed price | 2025-12-08 | 6.56 |
| Observed price | 2026-01-01 | 5.62 |
| Observed price | 2026-01-09 | 6.20 |
| Observed price | 2026-01-29 | 5.52 |
| Observed price | 2026-02-02 | 4.78 |
| Observed price | 2026-02-22 | 3.76 |
| Observed price | 2026-03-06 | 4.25 |
| Observed price | 2026-03-26 | 3.32 |
| Observed price | 2026-03-30 | 3.04 |
| Observed price | 2026-04-19 | 3.84 |
| Observed price | 2026-04-27 | 3.73 |
| Observed price | 2026-05-09 | 4.23 |
| Observed price | 2026-06-02 | 5.11 |
| Observed price | 2026-06-18 | 3.92 |
| Observed price | 2026-06-22 | 3.83 |
| Observed price | 2026-07-16 | 2.92 |
| Observed price | 2026-07-28 | 2.76 |
| Observed price | 2026-08-13 | 3.34 |
| Observed price | 2026-08-21 | 3.22 |
| Observed price | 2026-09-10 | 2.82 |
| Observed price | 2026-09-14 | 2.88 |
| Observed price | 2026-09-16 | 2.73 |
| Observed price | 2026-09-18 | 2.80 |
| Published advisor forecast | 2026-07-02 | 3.53 |
| Published advisor forecast | 2026-10-02 | 3.25 |
| Published advisor forecast | 2027-01-02 | 3.64 |
| Published advisor forecast | 2027-04-02 | 4.18 |
| Published advisor forecast | 2027-07-02 | 4.52 |
| Published advisor forecast | 2027-10-02 | 4.29 |
| Published advisor forecast | 2028-01-02 | 5.06 |
| Published advisor forecast | 2028-04-02 | 5.57 |
| Published advisor forecast | 2028-07-02 | 6.35 |
| Published advisor forecast | 2028-10-02 | 6.48 |
| Published advisor forecast | 2029-01-02 | 7.25 |
| Published advisor forecast | 2029-04-02 | 7.69 |
| Published advisor forecast | 2029-07-02 | 8.31 |
| Published advisor forecast | 2029-10-02 | 7.97 |
| Published advisor forecast | 2030-01-02 | 9.17 |
| Published advisor forecast | 2030-04-02 | 9.63 |
| Published advisor forecast | 2030-07-02 | 10.21 |
| Published advisor forecast | 2030-10-02 | 9.90 |
| Published advisor forecast | 2031-01-02 | 11.09 |
| Published advisor forecast | 2031-04-02 | 11.53 |
| Published advisor forecast | 2031-07-02 | 12.11 |
2. Scenarios & Signals
Bull case
What happens if the platform transition accelerates while the defense cycle hits peak intensity? If BBAI seamlessly integrates its platform acquisitions and rapidly penetrates the DHS and commercial logistics sectors, revenue growth will violently re-accelerate. The fortified balance sheetA financial statement showing assets, liabilities, and equity at a specific point in time. could also make it a highly attractive bolt-on acquisition target for a legacy defense primedefense primeA lead contractor that manages and integrates major defense programs for a government customer.View full glossary entry seeking turnkey generative AIgenerative aiArtificial intelligence that produces new text, images, audio, code, video, or other content from learned patterns and user input.View full glossary entry capabilities, driving a sharp acquisition premium.
- Revenue growth sustains above 20% CAGR through the forecast horizon.
- Operating leverageoperating leverageThe sensitivity of operating profit to changes in revenue caused by the mix of fixed and variable costs.View full glossary entry turns the company free-cash-flow positive by 2028.
- Tier-1 defense primesdefense primesLarge lead contractors responsible for integrating and delivering major defense systems or programs.View full glossary entry engage in a bidding war for cleared AI assets.
- margin expansionAn increase in profit as a percentage of revenue. exceeds 45% as platform revenue overtakes services.
Bear case
What if the margin expansionmargin expansionAn increase in profit as a percentage of revenue.View full glossary entry is a temporary artifact and structural profitability remains a mirage? If the integration of Ask Sage falters and SG&A remains elevated, BBAI will burn through its $431 million cash cushion. In this scenario, the loss of a flagship Army or IC contract would collapse the backlogThe total value of signed contracts yet to be fulfilled, representing future revenue visibility. and force the company back into dilutive capital markets during a restrictive, capital-starved rate regime.
- Key GFIM-OE or intelligence community contracts face delays or cancellations.
- gross margin expansionAn increase in gross profit as a percentage of revenue. reverses as custom service work dominates.
- cash burnThe rate at which a company consumes its cash reserves to fund operations before achieving profitability. accelerates, necessitating a highly dilutive equity raisedilutive equity raiseAn equity financing that increases shares outstanding and reduces existing owners' percentage ownership.View full glossary entry by 2028.
- The market brutally compresses the multiple to reflect sub-scale growth.
Current crowd narrative
What does the prevailing narrative assume about BigBear.ai? The crowd and media treat the equity as a highly volatile, 'show me' story anchored by its legacy as an unprofitable SPAC. Sell-side research is dominated by skepticism over flat Q1 2026 revenue growth and massive headline net losses. The consensus trade assumes structural profitability is a mirage and that tier-1 primes will entirely crowd out niche players. The anchoring bias is fixed on historical cash burncash burnThe rate at which a company consumes its cash reserves to fund operations before achieving profitability.View full glossary entry, blinding the crowd to the recent capital structurecapital structureThe mix of debt and equity used to finance a business.View full glossary entry metamorphosis.
Alpha-gap assessment
Why does the crowd price this as a stranded asset when the balance sheetA financial statement showing assets, liabilities, and equity at a specific point in time. indicates absolute immunity to the immediate credit cyclecredit cycleA recurring pattern of easier credit, rising borrowing, tighter lending, defaults, deleveraging, and recovery.View full glossary entry? The market conflates historical SPAC-era distress with current reality. By executing a debt-to-equity conversion of its $125M notes and hoarding $431M in liquidity, BBAI orchestrated a masterclass in cycle-timing. The variant perceptionvariant perceptionAn investment view that differs from market consensus and assumes future outcomes will be better or worse than widely expected.View full glossary entry is that this is no longer a low-margin services contractor fighting for survival; it is a heavily capitalized, platform-transitioning entity (evidenced by the 1,300 bps gross margin expansiongross margin expansionAn increase in gross profit as a percentage of revenue.View full glossary entry) surfing the geopolitical imperative of Sovereign AIsovereign aiA national strategy to develop or control domestic AI models, data, computing capacity, skills, and governance.View full glossary entry. The information asymmetry lies in the market ignoring optionality while obsessing over flat top-line optics.
Convergence catalyst
What forces the market to abandon its legacy bias? The convergence catalyst will be two consecutive quarters where sequential platform revenue growth mathematically overwhelms the legacy services decline, dragging operating marginsoperating marginsOperating profit as a percentage of revenue after operating expenses, before interest and taxes.View full glossary entry toward breakeven. This inflection, likely materializing between Q4 2026 and Q1 2027, will force a re-rating based on software unit economicsunit economicsRevenue, variable cost, contribution profit, and acquisition or retention economics measured for one customer, product, transaction, or operating unit.View full glossary entry rather than defense-contractor multiples. Early confirmation will emerge through sustained gross marginsThe percentage of revenue remaining after deducting the direct costs of producing goods sold. prints above 38%.
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