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Assessing BigBear.ai Holdings (BBAI) Valuation With Conflicting Signals On Backlog And Revenue Multiples
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Recent performance snapshot

BigBear.ai Holdings (BBAI) has drawn fresh attention after a period of mixed share performance, with a modest 1 day gain of 0.57% but declines over the past week, month, and past 3 months.

See our latest analysis for BigBear.ai Holdings.

At a share price of $3.56, BigBear.ai’s recent momentum has been weak, with a 90 day share price return showing a 40.96% decline, even as the 3 year total shareholder return of 76.24% remains firmly positive.

If you are weighing BigBear.ai against other AI names, this could be a good moment to scan the market for 33 AI small caps

With BigBear.ai shares at $3.56, a 76.24% 3-year total return, and a sizeable discount to the average analyst price target, the key question is simple: is there still a buying opportunity here, or is future growth already priced in?

Most Popular Narrative: 47% Undervalued

The most followed narrative values BigBear.ai at $6.67 per share, compared with the last close at $3.56. This frames a wide valuation gap for investors to assess.

With a healthy backlog of $385 million and increased emphasis on multiyear programs, BigBear.ai is positioned to build a stable revenue stream, supporting sustainable growth and improved net margins.

Read the complete narrative. Read the complete narrative.

Want to see what sits behind that backlog driven story? Revenue expectations, margin shifts and a steep future earnings multiple all feed into this fair value. The discount rate assumption is critical too. The full narrative spells out how these moving parts connect.

Result: Fair Value of $6.67 (UNDERVALUED)

Have a read of the narrative in full and understand what's behind the forecasts.

However, this backlog driven story still hinges on smoothing out lumpy government revenue and managing ongoing operating losses, which could challenge the bullish fair value case.

Find out about the key risks to this BigBear.ai Holdings narrative.

Another way to look at value

The backlog based fair value of $6.67 paints BigBear.ai as 47% undervalued, but the current P/S of 13.3x tells a very different story. It sits far above the US IT industry at 1.6x, the peer average at 0.4x, and even the fair ratio of 1.7x, which points to meaningful valuation risk if sentiment cools.

To stress test your own view, it is worth asking whether BigBear.ai deserves such a premium P/S multiple, or if the market could drift closer to that fair ratio over time and change the whole risk reward profile.

See what the numbers say about this price — find out in our valuation breakdown.

NYSE:BBAI P/S Ratio as at Mar 2026
NYSE:BBAI P/S Ratio as at Mar 2026

Next Steps

With such a split picture on value and sentiment, it makes sense to move quickly, test the assumptions yourself, and weigh both sides of the story by reviewing the 2 key rewards and 3 important warning signs

Looking for more investment ideas?

If BigBear.ai has your attention, do not stop here. Broaden your watchlist now so you are not relying on a single story or sector.

This article by Simply Wall St is general in nature. We provide commentary based on historical data and analyst forecasts only using an unbiased methodology and our articles are not intended to be financial advice. It does not constitute a recommendation to buy or sell any stock, and does not take account of your objectives, or your financial situation. We aim to bring you long-term focused analysis driven by fundamental data. Note that our analysis may not factor in the latest price-sensitive company announcements or qualitative material. Simply Wall St has no position in any stocks mentioned.

Disclaimer:This article represents the opinion of the author only. It does not represent the opinion of Webull, nor should it be viewed as an indication that Webull either agrees with or confirms the truthfulness or accuracy of the information. It should not be considered as investment advice from Webull or anyone else, nor should it be used as the basis of any investment decision.
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