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BigBear.ai transforms complex data into real-time decisions that power critical business and government operations. Its cutting-edge AI and machine learning solutions lead the information technology services sector. The company’s dual focus on cybersecurity and advanced analytics drives innovation and delivers strategic value. As volatility defines tech markets in 2026, I ask: does BigBear.ai’s current valuation reflect its growth trajectory and risk profile? This analysis dives deep.
Table of contents
Business Model & Company Overview
BigBear.ai Holdings, Inc. is a Columbia, Maryland-headquartered leader in information technology services, specializing in artificial intelligence and machine learning for decision support. Founded recently and publicly listed since 2021, the company integrates Cyber & Engineering with Analytics to deliver a cohesive ecosystem of cutting-edge consulting and technology solutions. Its core mission centers on enhancing real-time decision-making through advanced data aggregation, predictive analytics, and strategic IT services for enterprise clients.
The company’s revenue engine balances high-end technology consulting and software-driven analytics, spanning cloud engineering, cybersecurity, and big data solutions. BigBear.ai serves clients across the Americas, Europe, and Asia, leveraging its expertise to meet evolving global demands. Its robust presence in multiple sectors and the integration of hardware-agnostic analytics create a durable economic moat, positioning it as a key player shaping the future of AI-enabled decision support.
Financial Performance & Fundamental Metrics
I will analyze BigBear.ai Holdings, Inc.’s income statement, key financial ratios, and dividend payout policy to assess its fundamental strength and growth prospects.
Income Statement
This table summarizes BigBear.ai Holdings, Inc.’s key income statement metrics for fiscal years 2021 through 2025, reported in USD and scaled for clarity.
| 2021 | 2022 | 2023 | 2024 | 2025 | |
|---|---|---|---|---|---|
| Revenue | 146M | 155M | 155M | 158M | 128M |
| Cost of Revenue | 112M | 112M | 115M | 113M | 99M |
| Operating Expenses | 113M | 154M | 80M | 179M | 112M |
| Gross Profit | 34M | 43M | 41M | 45M | 28M |
| EBITDA | -107M | -48M | -22M | -258M | -83M |
| EBIT | -115M | -56M | -30M | -270M | 0 |
| Interest Expense | 7.8M | 14M | 14M | 26M | 18M |
| Net Income | -124M | -111M | -71M | -296M | -294M |
| EPS | -1.15 | -0.95 | -0.40 | -1.27 | -0.82 |
| Filing Date | 2022-03-31 | 2023-03-31 | 2024-03-15 | 2025-03-25 | 2026-03-02 |
Income Statement Evolution
From 2021 to 2025, BigBear.ai’s revenue declined by 12.3%, with a sharper 19.3% drop in the latest year. Gross profit also contracted, falling 37% year-over-year. Despite this, operating expenses decreased at a similar pace to revenue, helping limit margin erosion. However, net margins worsened significantly, reflecting heavy losses and rising interest expenses.
Is the Income Statement Favorable?
The 2025 income statement reveals critical weaknesses. Revenue fell to $128M, with a slim gross margin of 22.3%. Operating income plunged to -$83M, while net income sank nearly $294M, yielding a -230% net margin. High interest expenses at 14.2% of revenue further pressured profitability. Overall, fundamentals remain unfavorable, marked by sustained losses and deteriorating margins.
Financial Ratios
The table below presents key financial ratios for BigBear.ai Holdings, Inc. (BBAI) over the past five fiscal years, illustrating profitability, liquidity, leverage, efficiency, and valuation metrics:
| Ratios | 2021 | 2022 | 2023 | 2024 | 2025 |
|---|---|---|---|---|---|
| Net Margin | -85% | -72% | -46% | -187% | -230% |
| ROE | -101% | 3% | 1% | 80% | -48% |
| ROIC | -25% | -68% | -29% | -93% | -11% |
| P/E | -4.9x | -0.8x | -4.5x | -3.5x | -6.6x |
| P/B | 5.0x | -2.3x | -4.7x | -280x | 3.2x |
| Current Ratio | 2.9 | 1.5 | 0.9 | 0.5 | 1.8 |
| Quick Ratio | 1.5 | 1.5 | 0.9 | 0.5 | 1.8 |
| D/E | 1.6 | -5.3 | -3.0 | -39.4 | 0.04 |
| Debt-to-Assets | 51% | 103% | 100% | 43% | 3% |
| Interest Coverage | -10.1x | -7.7x | -2.7x | -5.2x | -4.6x |
| Asset Turnover | 0.38x | 0.79x | 0.78x | 0.46x | 0.14x |
| Fixed Asset Turnover | 135x | 26x | 31x | 15x | 15x |
| Dividend Yield | 0% | 0% | 0% | 0% | 0% |
Evolution of Financial Ratios
Return on Equity (ROE) for BigBear.ai Holdings, Inc. dropped sharply to -48.04% in 2025, reflecting declining profitability. The Current Ratio improved notably to 1.78, signaling enhanced liquidity. Meanwhile, the Debt-to-Equity Ratio remained low at 0.04, indicating stable and conservative leverage. Profitability weakened overall despite better liquidity and low debt.
Are the Financial Ratios Favorable?
In 2025, liquidity ratios such as Current and Quick Ratios are favorable, supporting short-term financial health. Leverage metrics, including Debt-to-Equity and Debt-to-Assets, remain conservative and favorable. However, profitability ratios like Net Margin and ROE are heavily unfavorable, indicating persistent losses. Efficiency, measured by Asset Turnover, is weak. The Price-to-Earnings ratio is unusually favorable due to negative earnings, but Price-to-Book is unfavorable. Overall, the financial ratios suggest an unfavorable profile.
Shareholder Return Policy
BigBear.ai Holdings, Inc. does not pay dividends, reflecting its consistent net losses and reinvestment focus. The company allocates capital primarily to growth initiatives, with no dividend payout or yield reported through 2025.
No share buyback programs are disclosed. This strategy aligns with a high-growth phase, prioritizing long-term value creation over immediate shareholder distributions. The absence of returns to shareholders appears prudent given ongoing negative profitability.
Score analysis
Here is a radar chart illustrating the company’s key financial scores for investor evaluation:
The scores reveal significant weaknesses: very unfavorable marks in discounted cash flow, ROE, ROA, and P/E indicate poor profitability and valuation metrics. Only the debt-to-equity score is favorable, reflecting controlled leverage. Price-to-book and overall scores remain unfavorable.
Analysis of the company’s bankruptcy risk
The Altman Z-Score places the company firmly in the distress zone, signaling a high bankruptcy risk and financial instability:
Is the company in good financial health?
The Piotroski Score diagram below reflects the company’s weak financial health based on nine fundamental criteria:
With a very weak score of 3, the company shows troubling signs in profitability, liquidity, and operational efficiency, raising concerns about its financial strength.
Competitive Landscape & Sector Positioning
This analysis explores BigBear.ai Holdings, Inc.’s strategic positioning within the technology sector. It covers revenue by segment, key products, main competitors, and competitive advantages. I will assess whether BigBear.ai holds a competitive edge over its peers.
Strategic Positioning
BigBear.ai operates through two complementary segments: Cyber & Engineering and Analytics, diversifying its technology consulting and AI-driven decision support services. Its geographic exposure is concentrated in the US, with a focused portfolio targeting enterprise IT, cybersecurity, and predictive analytics markets.
Revenue by Segment
This pie chart displays BigBear.ai Holdings, Inc.’s revenue breakdown by segment for the fiscal year 2024, highlighting the latest available data on its core business areas.
BigBear.ai’s revenue shows a clear concentration in a single reportable segment, generating $158M in 2024. Earlier years reveal a split between Analytics ($84M in 2022) and Cyber and Engineering ($75M in 2021), indicating a shift toward consolidation or reclassification. The 2024 data suggests a strategic focus or reporting change, with potential risks if diversification diminishes, yet it also signals accelerating revenue in the primary segment.
Key Products & Brands
BigBear.ai’s key offerings span advanced AI-driven analytics and cybersecurity services focused on decision support:
| Product | Description |
|---|---|
| Analytics | Provides big data computing, predictive and prescriptive analytics to enable real-time decisions. |
| Cyber & Engineering | Offers cloud engineering, enterprise IT, cybersecurity, network operations, and systems strategy. |
BigBear.ai integrates AI and machine learning to deliver high-end consulting and technology solutions. Its two segments serve complementary roles in analytics and cybersecurity, supporting complex decision-making for clients.
Main Competitors
BigBear.ai Holdings, Inc. faces competition from 16 companies, with the table below showing the top 10 leaders by market capitalization:
| Competitor | Market Cap. |
|---|---|
| International Business Machines Corporation | 272B |
| Accenture plc | 162B |
| Cognizant Technology Solutions Corporation | 39.9B |
| Fiserv, Inc. | 35.7B |
| Fidelity National Information Services, Inc. | 34.0B |
| Wipro Limited | 29.7B |
| Leidos Holdings, Inc. | 23.5B |
| Gartner, Inc. | 18.2B |
| CDW Corporation | 17.3B |
| Jack Henry & Associates, Inc. | 13.0B |
BigBear.ai ranks 15th out of 16 competitors, with a market cap just 0.56% of the sector leader, IBM. It sits well below both the average top 10 market cap (64.6B) and the sector median (17.8B). The company maintains a 73.6% gap from its next closest competitor above, highlighting a significant scale challenge.
Comparisons with competitors
Check out how we compare the company to its competitors:
Does BBAI have a competitive advantage?
BigBear.ai Holdings, Inc. currently lacks a strong competitive advantage, as its ROIC falls significantly below its WACC, indicating value destruction despite a growing ROIC trend. The company’s profitability remains weak, with negative net margins and declining revenues over recent years.
Looking ahead, BigBear.ai focuses on expanding its Cyber & Engineering and Analytics segments, targeting cloud, cybersecurity, and big data analytics markets. These areas could offer growth opportunities if operational efficiency improves and market demand strengthens.
SWOT Analysis
This SWOT analysis highlights BigBear.ai’s key internal and external factors shaping its strategic position.
Strengths
- Advanced AI and ML expertise
- Diverse consulting segments
- Strong liquidity with low debt
Weaknesses
- Negative net margin and ROIC
- Declining revenue growth
- Weak financial strength scores
Opportunities
- Growing demand for AI decision support
- Expansion in cybersecurity services
- Increasing big data analytics adoption
Threats
- High beta indicates volatility
- Intense competition in tech sector
- Financial distress risk per Altman Z-Score
BigBear.ai shows promising technology strengths but suffers from profitability and financial stability challenges. The company must leverage growth opportunities cautiously while addressing its risk profile to build investor confidence.
Stock Price Action Analysis
The weekly stock price chart illustrates BigBear.ai Holdings, Inc.’s recent fluctuations and long-term movement patterns:
Trend Analysis
Over the past 12 months, BBAI’s stock price surged 134.29%, indicating a strong bullish trend. The highest price reached 9.02, and the lowest was 1.21. However, recent months show a deceleration in momentum, with volatility measured at a 2.16 standard deviation.
Volume Analysis
In the last three months, trading volume increased but was seller-driven, with sellers accounting for nearly 80% of activity. This dominance suggests cautious or bearish investor sentiment despite the overall rising volume trend.
Target Prices
Analysts set a firm consensus target price for BigBear.ai Holdings, Inc. at $6.
| Target Low | Target High | Consensus |
|---|---|---|
| 6 | 6 | 6 |
The uniform target price of $6 signals a clear expectation for the stock’s valuation, reflecting consensus confidence in its near-term prospects.
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Analyst & Consumer Opinions
This section examines the latest analyst ratings and consumer feedback for BigBear.ai Holdings, Inc. (BBAI) to gauge market sentiment.
Stock Grades
Here are the latest verified grades for BigBear.ai Holdings, Inc. from recognized financial firms:
| Grading Company | Action | New Grade | Date |
|---|---|---|---|
| Cantor Fitzgerald | Downgrade | Neutral | 2026-01-07 |
| HC Wainwright & Co. | Maintain | Buy | 2025-11-11 |
| HC Wainwright & Co. | Maintain | Buy | 2025-08-12 |
| HC Wainwright & Co. | Maintain | Buy | 2025-07-01 |
| Cantor Fitzgerald | Maintain | Overweight | 2025-03-07 |
| HC Wainwright & Co. | Maintain | Buy | 2025-03-07 |
| HC Wainwright & Co. | Maintain | Buy | 2024-12-30 |
| HC Wainwright & Co. | Maintain | Buy | 2024-11-06 |
| HC Wainwright & Co. | Maintain | Buy | 2024-10-15 |
| Cantor Fitzgerald | Maintain | Overweight | 2024-08-21 |
The overall trend shows HC Wainwright consistently maintaining a Buy rating while Cantor Fitzgerald recently downgraded to Neutral from Overweight. Consensus leans toward Hold, reflecting some market caution.
Consumer Opinions
BigBear.ai Holdings, Inc. has sparked diverse reactions from its user base, reflecting both enthusiasm and areas for improvement.
| Positive Reviews | Negative Reviews |
|---|---|
| “Impressive AI analytics that enhance decision-making.” | “Occasional software glitches disrupt workflow.” |
| “User-friendly interface simplifies complex data.” | “Customer support response times can be slow.” |
| “Strong integration capabilities with existing systems.” | “Pricing seems steep for smaller enterprises.” |
Overall, consumers appreciate BigBear.ai’s advanced analytics and usability. However, recurring complaints about technical hiccups and customer service delays highlight important operational weaknesses.
Risk Analysis
The table below summarizes key risks for BigBear.ai Holdings, Inc., highlighting their likelihood and potential impact:
| Category | Description | Probability | Impact |
|---|---|---|---|
| Financial Health | Altman Z-Score indicates distress zone, signaling bankruptcy risk. | High | High |
| Profitability | Negative net margin (-230%) and ROE (-48%) reflect ongoing losses. | High | High |
| Valuation | Unfavorable P/B ratio (3.17) suggests overvaluation relative to assets. | Medium | Medium |
| Liquidity | Current and quick ratios at 1.78 show adequate short-term liquidity. | Low | Low |
| Debt Management | Low debt-to-equity (0.04) and debt-to-assets (2.72%) signal low leverage. | Low | Low |
| Operational Efficiency | Weak asset turnover (0.14) indicates poor use of assets to generate sales. | High | Medium |
| Market Volatility | High beta (3.25) reflects stock price sensitivity to market swings. | High | Medium |
| Interest Coverage | Zero interest coverage ratio signals inability to cover interest expenses. | High | High |
BigBear.ai faces substantial financial risks. The Altman Z-Score in the distress zone warns of a high bankruptcy probability. Negative profitability metrics compound this risk. However, low leverage limits default risk. High beta amplifies market volatility exposure. Investors must watch these factors closely.
Should You Buy BigBear.ai Holdings, Inc.?
BigBear.ai appears to be shedding value despite a growing return on invested capital, suggesting a slightly unfavorable moat. While its leverage profile seems manageable, profitability remains weak, reflecting a challenging operational efficiency. The overall rating of C indicates a cautious analytical interpretation.
Strength & Efficiency Pillars
BigBear.ai Holdings, Inc. posts a gross margin of 22.31%, indicating solid operational efficiency in product delivery. However, profitability metrics disappoint: net margin stands at -230.21%, and return on invested capital (ROIC) is negative at -11.48%, well below the weighted average cost of capital (WACC) of 19.04%. The company is not a value creator, as it currently sheds value despite a growing ROIC trend. Its low debt-to-equity ratio of 0.04 reflects conservative leverage management, a rare bright spot amid operational challenges.
Weaknesses and Drawbacks
BigBear.ai is in financial distress, as evidenced by an Altman Z-Score of 1.11, signaling high bankruptcy risk. Profitability is severely impaired with a deeply negative net margin and ROE at -48.04%. The price-to-book ratio of 3.17 suggests overvaluation concerns, while the unfavorable interest coverage at zero flags an inability to service debt comfortably. Recent market dynamics show seller dominance at 79.76%, intensifying short-term selling pressure and liquidity risks, compounding the company’s fragile financial footing.
Our Final Verdict about BigBear.ai Holdings, Inc.
Despite operational efficiency in gross margins and conservative leverage, BigBear.ai’s distress-zone solvency score and weak profitability make it a highly speculative investment. The company’s fundamental weaknesses and seller-dominant recent trend suggest this profile is too risky for conservative capital. Investors should approach with extreme caution, as the risk of bankruptcy overshadows any potential upside in the near term.
Disclaimer: This content is for informational purposes only and does not constitute financial, investment, or other professional advice. Investing in financial markets involves a significant risk of loss, and past performance is not indicative of future results.
Additional Resources
- BigBear.ai Holdings, Inc. (BBAI) Reports Q4 Loss, Lags Revenue Estimates – Yahoo Finance (Mar 02, 2026)
- BigBear.ai Announces Fourth Quarter 2025 Results; Releases 2026 Financial Outlook – Business Wire (Mar 02, 2026)
- BigBear.ai Stock Could Swing 15% After Today’s Earnings – TradingView (Mar 02, 2026)
- BigBear.ai Holdings, Inc. 2025 Q4 – Results – Earnings Call Presentation (NYSE:BBAI) 2026-03-03 – Seeking Alpha (Mar 03, 2026)
- BBAI Stock Rises Ahead Of Today’s Q4 Earnings Report – Benzinga (Mar 02, 2026)
For more information about BigBear.ai Holdings, Inc., please visit the official website: bigbear.ai
