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BigBear.ai Trades at a Discount to Industry: Buy the Stock or Hold?
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Key Takeaways
BigBear.ai's backlog grew 9% to $269.6M, supported by more than 20 new contracts in second-quarter 2026.
Ask Sage, CargoSeer and ConductorOS expand AI opportunities across government and trade-related markets.
Revenues rose 13% to $36.7M, but adjusted EBITDA losses widened to $11.6M amid ongoing cost pressures.
BigBear.ai Holdings, Inc. (BBAI - Free Report) is currently trading below the Zacks Computers - IT Services industry, with a forward 12-month price-to-sales (P/S) ratio of 6.52, but above the Zacks Computer and Technology sector and the S&P 500 Index. The industry average is currently 11.96, with the sector at 5.87 and the S&P 500 Index at 4.64.
The discounted valuation of BBAI stock looks like an attractive entry point for investors looking to take a dip into tech stocks now. However, the current valuation does raise concerns given the AI boom in the market. The market might have been concerned about BBAI’s ability to convert AI demand and contract wins into sustainable revenue growth, positive cash flow and profitability.
Image Source: Zacks Investment Research
To assess the stock’s current standing, one needs to look at both sides of the coin, as positive and negative factors are currently shaping BigBear.ai's near and long-term prospects.
Shares of this Virginia-based AI-powered decision-intelligence solutions provider have plunged 59.6% in the year-to-date period, underperforming the industry, the sector and the S&P 500 Index, as evidenced by the chart below.
Image Source: Zacks Investment Research
Strong Contract Wins & Growing Backlog Support Future Revenues
BigBear.ai continued to expand its customer relationships and contract pipeline during the first half of 2026. The company secured more than 20 new contracts in the second quarter, with individual contract values reaching as much as $5 million. Its backlog increased approximately 9% from year-end 2025 to $269.6 million by June 30, 2026, reflecting improving demand across its portfolio. This follows a previously announced intelligence-customer contract valued at $53 million. New wins from existing and new customers in the United States and international markets provide opportunities to convert demand into future revenues. Although backlog conversion and contract funding remain important considerations, the growing pipeline could provide a foundation for sustained business expansion.
Ask Sage, CargoSeer & ConductorOS Expand AI Opportunities
BBAI is developing a broader portfolio of specialized AI solutions for national security, customs and border operations, and autonomous systems. Ask Sage is contributing to generative AI platform revenues, with the company highlighting work involving NASA and the Naval Air Systems Command, alongside deployments designed for secure and air-gapped environments. CargoSeer also secured a five-year commercial deployment agreement in El Salvador following a 12-month pilot, demonstrating potential beyond traditional defense applications. Meanwhile, ConductorOS has demonstrated its ability to connect previously incompatible military sensor and weapons systems. These developments could create opportunities for additional deployments and repeatable software sales, while extending BigBear.ai’s reach across defense, government and trade-related markets.
Substantial Liquidity & Cybersecurity Credentials Support Expansion
BigBear.ai ended the second quarter of 2026 with approximately $409.8 million in cash and investments, providing financial resources to support product development, new capabilities and potential acquisitions. Management said it intends to pursue accretive mergers and acquisitions to accelerate its growth strategy. The company also achieved Cybersecurity Maturity Model Certification (CMMC) Level 2 in July, strengthening its credentials for handling controlled and classified information. This certification may help support customer confidence and improve its positioning for sensitive government and defense work. In addition, the company reported backlog growth and reaffirmed its annual revenue outlook. However, adjusted EBITDA remained negative, so available liquidity is especially important as BigBear.ai continues investing to reach greater scale and profitability.
BigBear.ai Faces a Fierce AI Battle: Can It Stand Out?
BigBear.ai is positioning itself to benefit from rising demand for AI across defense, national security and other government applications, but it faces formidable competition from Palantir Technologies Inc. (PLTR - Free Report) , C3.ai, Inc. (AI - Free Report) and Parsons Corporation (PSN - Free Report) .
Palantir retains a major advantage through its scale, established government relationships and highly scalable AI software platform, while C3.ai offers broader enterprise and federal AI exposure. Parsons combines AI capabilities with a diversified government infrastructure and defense project portfolio.
BBAI’s key competitive edge is its narrower focus on mission-ready, secure AI for national security and government customers. However, its smaller scale, ongoing losses and limited commercial reach remain disadvantages compared with Palantir, C3.ai and Parsons.
Over the year-to-date period, shares of PLTR climbed 13.1%, but AI and PSN stocks declined 13.4% and 30.7%, respectively. The peers, however, outperformed BBAI’s share price during the same period.
Image Source: Zacks Investment Research
Analysts’ Expectations Remain Dim for BBAI Stock
The Zacks Consensus Estimate for BBAI’s 2026 and 2027 bottom-line reflects a loss per share of 27 cents and 16 cents, respectively, which has remained unchanged over the past 60 days. However, the estimates for 2026 and 2027 indicate year-over-year growth of 67.1% and 40.7%, respectively.
Image Source: Zacks Investment Research
Government Contract Dependence, Backlog Conversion and Share Dilution Pose Risks
BigBear.ai’s reliance on government customers exposes it to changes in federal budgets, procurement priorities, funding delays and contract timing. Although its backlog reached $269.6 million at the end of June 2026, up approximately 9% from year-end 2025, the increase does not guarantee timely revenue recognition or profitable execution. The company's reaffirmed 2026 revenue guidance of $135-$165 million will depend on converting contracts into recognized sales. Meanwhile, shares outstanding increased to approximately 479.5 million from 437 million at the end of 2025, partly due to the conversion of $124.6 million in convertible notes into roughly 38.1 million shares. While the conversion reduced debt obligations, dilution could constrain per-share gains if business growth and profitability fail to accelerate.
BBAI continues to face profitability challenges despite improving revenues and gross margins. Second-quarter 2026 revenues increased 13% year over year to $36.7 million, while gross margin improved to 32.8% from 25%. However, the adjusted EBITDA loss widened to $11.6 million from $8.5 million in the prior-year quarter, reflecting continued cost pressures. Rising selling, general and administrative expenses and research and development spending could continue to weigh on operating performance. Unless revenue growth translates into better expense leverage and stronger cash generation, BBAI may struggle to justify its valuation and deliver sustainable shareholder returns.
BigBear.ai’s ROE Position
BigBear.ai’s negative return on equity (ROE) indicates its inefficiency in ensuring shareholder value. The company’s current trailing 12-month negative ROE of 13.4% compares significantly unfavorably with the industry's ROE of 20.7%.
Image Source: Zacks Investment Research
Does BBAI Stock Have Any Upside Potential in the Near Future?
BigBear.ai is positioning itself to capitalize on rising demand for Artificial Intelligence across defense, national security and government applications. However, persistent losses, intense competition and uncertainty surrounding contract conversion continue to cloud its near-term prospects. The company’s expanding contract pipeline and growing backlog offer encouraging signs of future demand. Strong liquidity and cybersecurity credentials also provide resources to support product development, strategic acquisitions and expansion into sensitive government applications.
However, BigBear.ai faces considerable challenges in translating contract wins into sustainable revenue growth and profitability. Its dependence on government customers exposes it to funding delays, procurement uncertainty and shifting federal priorities. Share dilution could also limit shareholder gains if earnings growth remains elusive.
Overall, investors may be better off waiting for clearer evidence of improving profitability and cash generation before buying BBAI stock. Its AI opportunities and financial flexibility offer potential upside, but execution risks remain significant. The Zacks Rank #3 (Hold) supports a cautious approach until BigBear.ai stock demonstrates more consistent financial progress. You can see the complete list of today’s Zacks #1 Rank (Strong Buy) stocks here.
View the Zacks #1 Rank List
Image: Shutterstock
BigBear.ai Trades at a Discount to Industry: Buy the Stock or Hold?
Key Takeaways
BigBear.ai Holdings, Inc. (BBAI - Free Report) is currently trading below the Zacks Computers - IT Services industry, with a forward 12-month price-to-sales (P/S) ratio of 6.52, but above the Zacks Computer and Technology sector and the S&P 500 Index. The industry average is currently 11.96, with the sector at 5.87 and the S&P 500 Index at 4.64.
The discounted valuation of BBAI stock looks like an attractive entry point for investors looking to take a dip into tech stocks now. However, the current valuation does raise concerns given the AI boom in the market. The market might have been concerned about BBAI’s ability to convert AI demand and contract wins into sustainable revenue growth, positive cash flow and profitability.
Image Source: Zacks Investment Research
To assess the stock’s current standing, one needs to look at both sides of the coin, as positive and negative factors are currently shaping BigBear.ai's near and long-term prospects.
Shares of this Virginia-based AI-powered decision-intelligence solutions provider have plunged 59.6% in the year-to-date period, underperforming the industry, the sector and the S&P 500 Index, as evidenced by the chart below.
Image Source: Zacks Investment Research
Strong Contract Wins & Growing Backlog Support Future Revenues
BigBear.ai continued to expand its customer relationships and contract pipeline during the first half of 2026. The company secured more than 20 new contracts in the second quarter, with individual contract values reaching as much as $5 million. Its backlog increased approximately 9% from year-end 2025 to $269.6 million by June 30, 2026, reflecting improving demand across its portfolio. This follows a previously announced intelligence-customer contract valued at $53 million. New wins from existing and new customers in the United States and international markets provide opportunities to convert demand into future revenues. Although backlog conversion and contract funding remain important considerations, the growing pipeline could provide a foundation for sustained business expansion.
Ask Sage, CargoSeer & ConductorOS Expand AI Opportunities
BBAI is developing a broader portfolio of specialized AI solutions for national security, customs and border operations, and autonomous systems. Ask Sage is contributing to generative AI platform revenues, with the company highlighting work involving NASA and the Naval Air Systems Command, alongside deployments designed for secure and air-gapped environments. CargoSeer also secured a five-year commercial deployment agreement in El Salvador following a 12-month pilot, demonstrating potential beyond traditional defense applications. Meanwhile, ConductorOS has demonstrated its ability to connect previously incompatible military sensor and weapons systems. These developments could create opportunities for additional deployments and repeatable software sales, while extending BigBear.ai’s reach across defense, government and trade-related markets.
Substantial Liquidity & Cybersecurity Credentials Support Expansion
BigBear.ai ended the second quarter of 2026 with approximately $409.8 million in cash and investments, providing financial resources to support product development, new capabilities and potential acquisitions. Management said it intends to pursue accretive mergers and acquisitions to accelerate its growth strategy. The company also achieved Cybersecurity Maturity Model Certification (CMMC) Level 2 in July, strengthening its credentials for handling controlled and classified information. This certification may help support customer confidence and improve its positioning for sensitive government and defense work. In addition, the company reported backlog growth and reaffirmed its annual revenue outlook. However, adjusted EBITDA remained negative, so available liquidity is especially important as BigBear.ai continues investing to reach greater scale and profitability.
BigBear.ai Faces a Fierce AI Battle: Can It Stand Out?
BigBear.ai is positioning itself to benefit from rising demand for AI across defense, national security and other government applications, but it faces formidable competition from Palantir Technologies Inc. (PLTR - Free Report) , C3.ai, Inc. (AI - Free Report) and Parsons Corporation (PSN - Free Report) .
Palantir retains a major advantage through its scale, established government relationships and highly scalable AI software platform, while C3.ai offers broader enterprise and federal AI exposure. Parsons combines AI capabilities with a diversified government infrastructure and defense project portfolio.
BBAI’s key competitive edge is its narrower focus on mission-ready, secure AI for national security and government customers. However, its smaller scale, ongoing losses and limited commercial reach remain disadvantages compared with Palantir, C3.ai and Parsons.
Over the year-to-date period, shares of PLTR climbed 13.1%, but AI and PSN stocks declined 13.4% and 30.7%, respectively. The peers, however, outperformed BBAI’s share price during the same period.
Image Source: Zacks Investment Research
Analysts’ Expectations Remain Dim for BBAI Stock
The Zacks Consensus Estimate for BBAI’s 2026 and 2027 bottom-line reflects a loss per share of 27 cents and 16 cents, respectively, which has remained unchanged over the past 60 days. However, the estimates for 2026 and 2027 indicate year-over-year growth of 67.1% and 40.7%, respectively.
Image Source: Zacks Investment Research
Government Contract Dependence, Backlog Conversion and Share Dilution Pose Risks
BigBear.ai’s reliance on government customers exposes it to changes in federal budgets, procurement priorities, funding delays and contract timing. Although its backlog reached $269.6 million at the end of June 2026, up approximately 9% from year-end 2025, the increase does not guarantee timely revenue recognition or profitable execution. The company's reaffirmed 2026 revenue guidance of $135-$165 million will depend on converting contracts into recognized sales. Meanwhile, shares outstanding increased to approximately 479.5 million from 437 million at the end of 2025, partly due to the conversion of $124.6 million in convertible notes into roughly 38.1 million shares. While the conversion reduced debt obligations, dilution could constrain per-share gains if business growth and profitability fail to accelerate.
Rising Operating Losses & Negative Cash Flow Remain Key Concerns
BBAI continues to face profitability challenges despite improving revenues and gross margins. Second-quarter 2026 revenues increased 13% year over year to $36.7 million, while gross margin improved to 32.8% from 25%. However, the adjusted EBITDA loss widened to $11.6 million from $8.5 million in the prior-year quarter, reflecting continued cost pressures. Rising selling, general and administrative expenses and research and development spending could continue to weigh on operating performance. Unless revenue growth translates into better expense leverage and stronger cash generation, BBAI may struggle to justify its valuation and deliver sustainable shareholder returns.
BigBear.ai’s ROE Position
BigBear.ai’s negative return on equity (ROE) indicates its inefficiency in ensuring shareholder value. The company’s current trailing 12-month negative ROE of 13.4% compares significantly unfavorably with the industry's ROE of 20.7%.
Image Source: Zacks Investment Research
Does BBAI Stock Have Any Upside Potential in the Near Future?
BigBear.ai is positioning itself to capitalize on rising demand for Artificial Intelligence across defense, national security and government applications. However, persistent losses, intense competition and uncertainty surrounding contract conversion continue to cloud its near-term prospects. The company’s expanding contract pipeline and growing backlog offer encouraging signs of future demand. Strong liquidity and cybersecurity credentials also provide resources to support product development, strategic acquisitions and expansion into sensitive government applications.
However, BigBear.ai faces considerable challenges in translating contract wins into sustainable revenue growth and profitability. Its dependence on government customers exposes it to funding delays, procurement uncertainty and shifting federal priorities. Share dilution could also limit shareholder gains if earnings growth remains elusive.
Overall, investors may be better off waiting for clearer evidence of improving profitability and cash generation before buying BBAI stock. Its AI opportunities and financial flexibility offer potential upside, but execution risks remain significant. The Zacks Rank #3 (Hold) supports a cautious approach until BigBear.ai stock demonstrates more consistent financial progress. You can see the complete list of today’s Zacks #1 Rank (Strong Buy) stocks here.