BigBear.ai Holdings, Inc. (NYSE: BBAI) closed the latest trading session down 2.08%, with shares settling at $2.82 per share.

The decline outpaced losses across major indexes, with the S&P 500 finishing the day lower by just 0.45%.

The Dow Jones Industrial Average fell 0.63% during the same session, while the tech-heavy Nasdaq posted a loss of 0.78%.

Looking back over the past month, BBAI shares have fallen 10.28%, a notably steeper slide than broader benchmarks.

That monthly decline lags the Computer and Technology sector’s loss of 1.27% and the S&P 500’s own one-month loss of 1.99%.

Investor attention is now turning toward the company’s upcoming earnings release, where expectations remain cautious but show some year-over-year improvement.

Analysts are projecting a loss of $0.05 per share for the upcoming quarter, which would represent year-over-year earnings growth of 28.57%.

The Zacks Consensus Estimate for quarterly revenue stands at $38.11 million, reflecting a 15% increase compared to the same period last year.

On a full-year basis, the Zacks Consensus Estimate calls for earnings of -$0.27 per share alongside revenue of $146.97 million, representing annual shifts of +67.07% and +15.12%, respectively.

Analyst estimate revisions are an important signal to watch, as they tend to reflect shifting short-term business dynamics and often correlate with near-term share price momentum.

Over the past month, the Zacks Consensus EPS estimate for BBAI has remained steady, and the stock currently carries a Zacks Rank of #4, classified as a Sell.

The Zacks Rank system, which ranges from #1 (Strong Buy) to #5 (Strong Sell), has an outside-audited track record showing #1-ranked stocks returning an average of +25% annually since 1988.

BigBear.ai falls within the Computers – IT Services industry, which is part of the broader Computer and Technology sector and currently holds a Zacks Industry Rank of 102.

That ranking places the industry in the top 42% of more than 250 industries tracked, a positioning that carries some weight given research showing top-half industries outperform the bottom half by a factor of 2 to 1.