BigBear.ai (BBAI) Competitors

$4.08 -0.30 (-6.74%)

Closing price 05/15/2026 03:59 PM Eastern

Extended Trading

$4.08 0.00 (0.00%)

As of 05/15/2026 08:00 PM Eastern

BBAI vs. PLTR, AI, FROG, MTCH, and MBLY

Should you buy BigBear.ai stock or one of its competitors? MarketBeat compares BigBear.ai with other companies and stocks that may be similar based on industry, sector, market capitalization, business model, investor interest, or shared news coverage. Companies and stocks commonly compared with BigBear.ai include Palantir Technologies (PLTR), C3.ai (AI), JFrog (FROG), Match Group (MTCH), and Mobileye Global (MBLY).

How does BigBear.ai compare to Palantir Technologies?

BigBear.ai (NYSE:BBAI) and Palantir Technologies (NASDAQ:PLTR) are both computer and technology companies, but which is the better business? We will compare the two businesses based on the strength of their dividends, earnings, analyst recommendations, institutional ownership, valuation, media sentiment, risk and profitability.

In the previous week, Palantir Technologies had 141 more articles in the media than BigBear.ai. MarketBeat recorded 150 mentions for Palantir Technologies and 9 mentions for BigBear.ai. Palantir Technologies' average media sentiment score of 0.73 beat BigBear.ai's score of 0.65 indicating that Palantir Technologies is being referred to more favorably in the news media.

Company	Very Positive	Positive	Neutral	Negative	Very Negative	Overall Sentiment
BigBear.ai	4 Very Positive mention(s)	1 Positive mention(s)	3 Neutral mention(s)	0 Negative mention(s)	1 Very Negative mention(s)	Positive
Palantir Technologies	74 Very Positive mention(s)	26 Positive mention(s)	24 Neutral mention(s)	15 Negative mention(s)	9 Very Negative mention(s)	Positive

7.6% of BigBear.ai shares are owned by institutional investors. Comparatively, 45.7% of Palantir Technologies shares are owned by institutional investors. 0.6% of BigBear.ai shares are owned by company insiders. Comparatively, 9.5% of Palantir Technologies shares are owned by company insiders. Strong institutional ownership is an indication that large money managers, endowments and hedge funds believe a company will outperform the market over the long term.

Palantir Technologies has higher revenue and earnings than BigBear.ai. BigBear.ai is trading at a lower price-to-earnings ratio than Palantir Technologies, indicating that it is currently the more affordable of the two stocks.

Company	Gross Revenue	Price/Sales Ratio	Net Income	Earnings Per Share	Price/Earnings Ratio
BigBear.ai	$127.67M	15.32	-$293.91M	-$0.87	N/A
Palantir Technologies	$4.48B	71.77	$1.63B	$0.89	150.55

BigBear.ai has a beta of 3.25, suggesting that its share price is 225% more volatile than the broader market. Comparatively, Palantir Technologies has a beta of 1.52, suggesting that its share price is 52% more volatile than the broader market.

BigBear.ai currently has a consensus price target of $5.50, indicating a potential upside of 34.64%. Palantir Technologies has a consensus price target of $195.16, indicating a potential upside of 45.65%. Given Palantir Technologies' stronger consensus rating and higher possible upside, analysts plainly believe Palantir Technologies is more favorable than BigBear.ai.

Company	Sell Ratings	Hold Ratings	Buy Ratings	Strong Buy Ratings	Rating Score
BigBear.ai	1 Sell rating(s)	1 Hold rating(s)	1 Buy rating(s)	0 Strong Buy rating(s)	2.00
Palantir Technologies	2 Sell rating(s)	10 Hold rating(s)	17 Buy rating(s)	2 Strong Buy rating(s)	2.61

Palantir Technologies has a net margin of 43.67% compared to BigBear.ai's net margin of -226.69%. Palantir Technologies' return on equity of 28.34% beat BigBear.ai's return on equity.

Company	Net Margins	Return on Equity	Return on Assets
BigBear.ai	-226.69%	-16.02%	-11.15%
Palantir Technologies	43.67%	28.34%	23.57%

Summary

Palantir Technologies beats BigBear.ai on 16 of the 17 factors compared between the two stocks.

How does BigBear.ai compare to C3.ai?

C3.ai (NYSE:AI) and BigBear.ai (NYSE:BBAI) are both computer and technology companies, but which is the superior business? We will contrast the two businesses based on the strength of their dividends, earnings, analyst recommendations, institutional ownership, risk, media sentiment, profitability and valuation.

C3.ai has a net margin of -141.35% compared to BigBear.ai's net margin of -226.69%. BigBear.ai's return on equity of -16.02% beat C3.ai's return on equity.

Company	Net Margins	Return on Equity	Return on Assets
C3.ai	-141.35%	-55.40%	-45.00%
BigBear.ai	-226.69%	-16.02%	-11.15%

C3.ai currently has a consensus price target of $15.93, indicating a potential upside of 84.31%. BigBear.ai has a consensus price target of $5.50, indicating a potential upside of 34.64%. Given C3.ai's higher probable upside, analysts clearly believe C3.ai is more favorable than BigBear.ai.

Company	Sell Ratings	Hold Ratings	Buy Ratings	Strong Buy Ratings	Rating Score
C3.ai	6 Sell rating(s)	7 Hold rating(s)	1 Buy rating(s)	1 Strong Buy rating(s)	1.80
BigBear.ai	1 Sell rating(s)	1 Hold rating(s)	1 Buy rating(s)	0 Strong Buy rating(s)	2.00

In the previous week, C3.ai had 15 more articles in the media than BigBear.ai. MarketBeat recorded 24 mentions for C3.ai and 9 mentions for BigBear.ai. BigBear.ai's average media sentiment score of 0.65 beat C3.ai's score of 0.48 indicating that BigBear.ai is being referred to more favorably in the news media.

Company	Very Positive	Positive	Neutral	Negative	Very Negative	Overall Sentiment
C3.ai	5 Very Positive mention(s)	6 Positive mention(s)	5 Neutral mention(s)	2 Negative mention(s)	1 Very Negative mention(s)	Neutral
BigBear.ai	4 Very Positive mention(s)	1 Positive mention(s)	3 Neutral mention(s)	0 Negative mention(s)	1 Very Negative mention(s)	Positive

C3.ai has a beta of 2, meaning that its stock price is 100% more volatile than the broader market. Comparatively, BigBear.ai has a beta of 3.25, meaning that its stock price is 225% more volatile than the broader market.

C3.ai has higher revenue and earnings than BigBear.ai. BigBear.ai is trading at a lower price-to-earnings ratio than C3.ai, indicating that it is currently the more affordable of the two stocks.

Company	Gross Revenue	Price/Sales Ratio	Net Income	Earnings Per Share	Price/Earnings Ratio
C3.ai	$307.39M	4.09	-$288.70M	-$3.15	N/A
BigBear.ai	$127.67M	15.32	-$293.91M	-$0.87	N/A

39.0% of C3.ai shares are owned by institutional investors. Comparatively, 7.6% of BigBear.ai shares are owned by institutional investors. 26.5% of C3.ai shares are owned by company insiders. Comparatively, 0.6% of BigBear.ai shares are owned by company insiders. Strong institutional ownership is an indication that endowments, hedge funds and large money managers believe a company will outperform the market over the long term.

Summary

C3.ai beats BigBear.ai on 9 of the 16 factors compared between the two stocks.

How does BigBear.ai compare to JFrog?

BigBear.ai (NYSE:BBAI) and JFrog (NASDAQ:FROG) are both mid-cap computer and technology companies, but which is the better investment? We will contrast the two companies based on the strength of their dividends, valuation, profitability, institutional ownership, risk, analyst recommendations, earnings and media sentiment.

In the previous week, JFrog had 8 more articles in the media than BigBear.ai. MarketBeat recorded 17 mentions for JFrog and 9 mentions for BigBear.ai. BigBear.ai's average media sentiment score of 0.65 beat JFrog's score of 0.64 indicating that BigBear.ai is being referred to more favorably in the media.

Company	Very Positive	Positive	Neutral	Negative	Very Negative	Overall Sentiment
BigBear.ai	4 Very Positive mention(s)	1 Positive mention(s)	3 Neutral mention(s)	0 Negative mention(s)	1 Very Negative mention(s)	Positive
JFrog	6 Very Positive mention(s)	2 Positive mention(s)	7 Neutral mention(s)	0 Negative mention(s)	1 Very Negative mention(s)	Positive

JFrog has a net margin of -10.93% compared to BigBear.ai's net margin of -226.69%. JFrog's return on equity of -4.61% beat BigBear.ai's return on equity.

Company	Net Margins	Return on Equity	Return on Assets
BigBear.ai	-226.69%	-16.02%	-11.15%
JFrog	-10.93%	-4.61%	-3.11%

JFrog has higher revenue and earnings than BigBear.ai. JFrog is trading at a lower price-to-earnings ratio than BigBear.ai, indicating that it is currently the more affordable of the two stocks.

Company	Gross Revenue	Price/Sales Ratio	Net Income	Earnings Per Share	Price/Earnings Ratio
BigBear.ai	$127.67M	15.32	-$293.91M	-$0.87	N/A
JFrog	$531.84M	15.07	-$71.82M	-$0.53	N/A

BigBear.ai has a beta of 3.25, suggesting that its stock price is 225% more volatile than the broader market. Comparatively, JFrog has a beta of 1.02, suggesting that its stock price is 2% more volatile than the broader market.

BigBear.ai presently has a consensus price target of $5.50, suggesting a potential upside of 34.64%. JFrog has a consensus price target of $74.74, suggesting a potential upside of 12.96%. Given BigBear.ai's higher possible upside, analysts clearly believe BigBear.ai is more favorable than JFrog.

Company	Sell Ratings	Hold Ratings	Buy Ratings	Strong Buy Ratings	Rating Score
BigBear.ai	1 Sell rating(s)	1 Hold rating(s)	1 Buy rating(s)	0 Strong Buy rating(s)	2.00
JFrog	1 Sell rating(s)	1 Hold rating(s)	18 Buy rating(s)	0 Strong Buy rating(s)	2.85

7.6% of BigBear.ai shares are held by institutional investors. Comparatively, 85.0% of JFrog shares are held by institutional investors. 0.6% of BigBear.ai shares are held by insiders. Comparatively, 11.8% of JFrog shares are held by insiders. Strong institutional ownership is an indication that large money managers, endowments and hedge funds believe a stock is poised for long-term growth.

Summary

JFrog beats BigBear.ai on 11 of the 16 factors compared between the two stocks.

How does BigBear.ai compare to Match Group?

BigBear.ai (NYSE:BBAI) and Match Group (NASDAQ:MTCH) are both mid-cap computer and technology companies, but which is the superior investment? We will compare the two businesses based on the strength of their profitability, risk, institutional ownership, dividends, analyst recommendations, valuation, earnings and media sentiment.

Match Group has higher revenue and earnings than BigBear.ai. BigBear.ai is trading at a lower price-to-earnings ratio than Match Group, indicating that it is currently the more affordable of the two stocks.

Company	Gross Revenue	Price/Sales Ratio	Net Income	Earnings Per Share	Price/Earnings Ratio
BigBear.ai	$127.67M	15.32	-$293.91M	-$0.87	N/A
Match Group	$3.49B	2.37	$613.45M	$2.62	13.51

In the previous week, Match Group had 4 more articles in the media than BigBear.ai. MarketBeat recorded 13 mentions for Match Group and 9 mentions for BigBear.ai. Match Group's average media sentiment score of 0.75 beat BigBear.ai's score of 0.65 indicating that Match Group is being referred to more favorably in the news media.

Company	Very Positive	Positive	Neutral	Negative	Very Negative	Overall Sentiment
BigBear.ai	4 Very Positive mention(s)	1 Positive mention(s)	3 Neutral mention(s)	0 Negative mention(s)	1 Very Negative mention(s)	Positive
Match Group	5 Very Positive mention(s)	3 Positive mention(s)	4 Neutral mention(s)	0 Negative mention(s)	0 Very Negative mention(s)	Positive

Match Group has a net margin of 18.83% compared to BigBear.ai's net margin of -226.69%. BigBear.ai's return on equity of -16.02% beat Match Group's return on equity.

Company	Net Margins	Return on Equity	Return on Assets
BigBear.ai	-226.69%	-16.02%	-11.15%
Match Group	18.83%	-307.45%	16.48%

7.6% of BigBear.ai shares are held by institutional investors. Comparatively, 94.1% of Match Group shares are held by institutional investors. 0.6% of BigBear.ai shares are held by company insiders. Comparatively, 0.6% of Match Group shares are held by company insiders. Strong institutional ownership is an indication that endowments, hedge funds and large money managers believe a stock will outperform the market over the long term.

BigBear.ai has a beta of 3.25, meaning that its share price is 225% more volatile than the broader market. Comparatively, Match Group has a beta of 1.36, meaning that its share price is 36% more volatile than the broader market.

BigBear.ai presently has a consensus price target of $5.50, suggesting a potential upside of 34.64%. Match Group has a consensus price target of $41.07, suggesting a potential upside of 16.02%. Given BigBear.ai's higher probable upside, equities research analysts clearly believe BigBear.ai is more favorable than Match Group.

Company	Sell Ratings	Hold Ratings	Buy Ratings	Strong Buy Ratings	Rating Score
BigBear.ai	1 Sell rating(s)	1 Hold rating(s)	1 Buy rating(s)	0 Strong Buy rating(s)	2.00
Match Group	0 Sell rating(s)	9 Hold rating(s)	6 Buy rating(s)	0 Strong Buy rating(s)	2.40

Summary

Match Group beats BigBear.ai on 12 of the 16 factors compared between the two stocks.

How does BigBear.ai compare to Mobileye Global?

Mobileye Global (NASDAQ:MBLY) and BigBear.ai (NYSE:BBAI) are both mid-cap computer software companies, but which is the better stock? We will compare the two companies based on the strength of their institutional ownership, dividends, media sentiment, earnings, profitability, analyst recommendations, valuation and risk.

BigBear.ai has lower revenue, but higher earnings than Mobileye Global. BigBear.ai is trading at a lower price-to-earnings ratio than Mobileye Global, indicating that it is currently the more affordable of the two stocks.

Company	Gross Revenue	Price/Sales Ratio	Net Income	Earnings Per Share	Price/Earnings Ratio
Mobileye Global	$2.01B	4.19	-$392M	-$5.04	N/A
BigBear.ai	$127.67M	15.32	-$293.91M	-$0.87	N/A

In the previous week, BigBear.ai had 5 more articles in the media than Mobileye Global. MarketBeat recorded 9 mentions for BigBear.ai and 4 mentions for Mobileye Global. Mobileye Global's average media sentiment score of 1.29 beat BigBear.ai's score of 0.65 indicating that Mobileye Global is being referred to more favorably in the media.

Company	Very Positive	Positive	Neutral	Negative	Very Negative	Overall Sentiment
Mobileye Global	2 Very Positive mention(s)	0 Positive mention(s)	1 Neutral mention(s)	0 Negative mention(s)	0 Very Negative mention(s)	Positive
BigBear.ai	4 Very Positive mention(s)	1 Positive mention(s)	3 Neutral mention(s)	0 Negative mention(s)	1 Very Negative mention(s)	Positive

Mobileye Global has a net margin of -203.97% compared to BigBear.ai's net margin of -226.69%. Mobileye Global's return on equity of 0.33% beat BigBear.ai's return on equity.

Company	Net Margins	Return on Equity	Return on Assets
Mobileye Global	-203.97%	0.33%	0.32%
BigBear.ai	-226.69%	-16.02%	-11.15%

13.3% of Mobileye Global shares are owned by institutional investors. Comparatively, 7.6% of BigBear.ai shares are owned by institutional investors. 10.0% of Mobileye Global shares are owned by insiders. Comparatively, 0.6% of BigBear.ai shares are owned by insiders. Strong institutional ownership is an indication that endowments, large money managers and hedge funds believe a company will outperform the market over the long term.

Mobileye Global has a beta of 1.06, suggesting that its stock price is 6% more volatile than the broader market. Comparatively, BigBear.ai has a beta of 3.25, suggesting that its stock price is 225% more volatile than the broader market.

Mobileye Global currently has a consensus price target of $13.98, suggesting a potential upside of 39.48%. BigBear.ai has a consensus price target of $5.50, suggesting a potential upside of 34.64%. Given Mobileye Global's stronger consensus rating and higher possible upside, equities research analysts clearly believe Mobileye Global is more favorable than BigBear.ai.

Company	Sell Ratings	Hold Ratings	Buy Ratings	Strong Buy Ratings	Rating Score
Mobileye Global	1 Sell rating(s)	12 Hold rating(s)	10 Buy rating(s)	1 Strong Buy rating(s)	2.46
BigBear.ai	1 Sell rating(s)	1 Hold rating(s)	1 Buy rating(s)	0 Strong Buy rating(s)	2.00

Summary

Mobileye Global beats BigBear.ai on 12 of the 17 factors compared between the two stocks.

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New MarketBeat Followers Over Time

This chart shows the number of new MarketBeat users adding BBAI and its top 5 competitors to their watchlist. Each company is represented with a line over a 90 day period.

Media Sentiment Over Time

This chart shows the average media sentiment of NYSE and its competitors over the past 90 days as caculated by MarketBeat. The averaged score is equivalent to the following: Very Negative Sentiment <= -1.5, Negative Sentiment > -1.5 and <= -0.5, Neutral Sentiment > -0.5 and < 0.5, Positive Sentiment >= 0.5 and < 1.5, and Very Positive Sentiment >= 1.5.

BBAI vs. The Competition

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Metric	BigBear.ai	IT Services Industry	Computer Sector	NYSE Exchange
Market Cap	$2.10B	$12.74B	$39.52B	$23.00B
Dividend Yield	N/A	2.58%	3.20%	4.09%
P/E Ratio	-4.70	45.84	167.21	29.75
Price / Sales	15.32	8.62	633.75	14.03
Price / Cash	162.43	24.72	48.70	25.31
Price / Book	2.48	3.47	10.25	4.60
Net Income	-$293.91M	$544.53M	$1.03B	$1.07B
7 Day Performance	-2.37%	-7.33%	-1.51%	-2.27%
1 Month Performance	8.79%	-10.55%	5.40%	-0.37%
1 Year Performance	11.76%	-18.94%	161.29%	21.80%

BigBear.ai Competitors List

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Company	MarketRank	Share Price	Analysts' Price Target	1Y Price Performance	Market Cap	Revenue	P/E Ratio	Employee Count	Indicator(s)
BBAI BigBear.ai	2.442 of 5 stars	$4.09 -6.7%	$5.50 +34.6%	+11.6%	$2.10B	$127.67M	N/A	660	Gap Down
PLTR Palantir Technologies	4.6374 of 5 stars	$136.53 -0.9%	$195.16 +42.9%	+4.6%	$327.38B	$5.22B	153.80	4,429	Trending News
AI C3.ai	2.8038 of 5 stars	$9.50 -3.8%	$15.87 +67.1%	-63.0%	$1.38B	$389.06M	N/A	1,181	Trending News Analyst Forecast Options Volume
FROG JFrog	3.6861 of 5 stars	$68.45 -3.0%	$74.74 +9.2%	+53.3%	$8.28B	$531.84M	N/A	1,800	Gap Down
MTCH Match Group	4.9108 of 5 stars	$35.53 -3.9%	$41.07 +15.6%	+22.2%	$8.27B	$3.52B	13.57	2,209

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This page (NYSE:BBAI) was last updated on 5/16/2026 by MarketBeat.com Staff.

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BigBear.ai (BBAI) Competitors

BBAI vs. PLTR, AI, FROG, MTCH, and MBLY

How does BigBear.ai compare to Palantir Technologies?

Summary

How does BigBear.ai compare to C3.ai?

Summary

How does BigBear.ai compare to JFrog?

Summary

How does BigBear.ai compare to Match Group?

Summary

How does BigBear.ai compare to Mobileye Global?

Summary

New MarketBeat Followers Over Time

Media Sentiment Over Time

BBAI vs. The Competition

BigBear.ai Competitors List

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BigBear.ai (BBAI) Competitors

BBAI vs. PLTR, AI, FROG, MTCH, and MBLY

How does BigBear.ai compare to Palantir Technologies?

Does the media prefer BBAI or PLTR?

Do institutionals & insiders believe in BBAI or PLTR?

Which has higher earnings and valuation, BBAI or PLTR?

Which has more risk and volatility, BBAI or PLTR?

Do analysts recommend BBAI or PLTR?

Is BBAI or PLTR more profitable?

Summary

How does BigBear.ai compare to C3.ai?

Is AI or BBAI more profitable?

Do analysts prefer AI or BBAI?

Does the media prefer AI or BBAI?

Which has more volatility & risk, AI or BBAI?

Which has stronger valuation & earnings, AI or BBAI?

Do insiders and institutionals have more ownership in AI or BBAI?

Summary

How does BigBear.ai compare to JFrog?

Does the media refer more to BBAI or FROG?

Is BBAI or FROG more profitable?

Which has higher earnings & valuation, BBAI or FROG?

Which has more risk & volatility, BBAI or FROG?

Do analysts recommend BBAI or FROG?

Do insiders & institutionals have more ownership in BBAI or FROG?

Summary

How does BigBear.ai compare to Match Group?

Which has stronger earnings and valuation, BBAI or MTCH?

Does the media refer more to BBAI or MTCH?

Is BBAI or MTCH more profitable?

Do insiders & institutionals have more ownership in BBAI or MTCH?

Which has more volatility and risk, BBAI or MTCH?

Do analysts recommend BBAI or MTCH?

Summary

How does BigBear.ai compare to Mobileye Global?

Which has better valuation & earnings, MBLY or BBAI?

Does the media favor MBLY or BBAI?

Is MBLY or BBAI more profitable?

Do insiders and institutionals hold more shares of MBLY or BBAI?

Which has more risk and volatility, MBLY or BBAI?

Do analysts rate MBLY or BBAI?

Summary

New MarketBeat Followers Over Time

Media Sentiment Over Time

BBAI vs. The Competition

BigBear.ai Competitors List

Related Companies and Tools

MarketBeat All Access Features

Best-in-Class Portfolio Monitoring

Stock Ideas and Recommendations

Advanced Stock Screeners and Research Tools