GLAI vs LIF vs BBAI Stock Comparison

Global AI, Life360 and BigBear.ai Holdings Prices as of Oct 23, 2026 Peers: Industry group
GLAI Global AI, Inc.
$0.95 +18.7% 1M +115.9% 1Y
Market cap
$147.15M
P/E
–
Revenue (TTM)
$184.28K
Div. yield
–
AI Platforms Technology
2 wins
LIF Life360, Inc.
$44.02 +7.1% 1M -53.6% 1Y
Market cap
$3.50B
P/E
23.7x
Revenue (TTM)
$572.56M
Div. yield
–
AI Platforms Technology
3 wins

Head to Head

6 decided of 12

Life360 leads on 3 of the 12 questions below (Life360 3, Global AI 2, BigBear.ai Holdings 1). Which ones matter depends on what you are buying for; a cheap multiple and slow growth often come together.

QuestionGLAILIFBBAILeader
Larger companyMarket capitalisation $147.15M $3.50B $1.12B LIF
Cheaper on earningsLower P/E, profitable companies only -92.6x 23.7x -13.1x –
Cheaper on forward earningsLower price / next fiscal year consensus EPS — 33.3x — –
Faster revenue growthRevenue growth, trailing twelve months +34.5% +34.0% -13.7% GLAI
More profitableNet margin, trailing twelve months -862.3% 25.7% -65.2% LIF
Better return on capitalReturn on invested capital — — -15.5% –
Less leveragedLower net debt / EBITDA — — 2.4x –
Higher dividend yieldTrailing dividend yield — 0.00% 0.00% –
Better 1-year returnPrice return, last 12 months +115.9% -53.6% -69.9% GLAI
Better 5-year returnAnnualised price return, 5 years +54.0%/yr — — –
Less volatileAnnualised volatility, 1 year 254.1% 77.0% 76.8% BBAI
Higher overall scoreMean of the five percentile scores vs peers 13/100 79/100 31/100 LIF

Percentile Scorecard

GLAILIFBBAI

Each axis is the mean percentile of its metrics against the company's industry group. 100 is the best in the group, 50 the middle.

Scores by Axis

AxisGLAILIFBBAI
Valuation 25 #93 of 124 72 #36 of 124 27 #91 of 124
Growth 14 #97 of 113 100 #1 of 113 12 #100 of 113
Profitability 6 #103 of 110 70 #34 of 110 26 #82 of 110
Financial Health 8 #119 of 129 75 #33 of 129 87 #18 of 129
Shareholder Returns – – 3 #65 of 67
Overall 13 79 31
  • GLAI ranked among 137 companies in Infrastructure Software
  • LIF ranked among 137 companies in Infrastructure Software
  • BBAI ranked among 137 companies in Infrastructure Software

Price Performance

Price return, split-adjusted, before dividends. Click a name to hide or show it.

Returns

PeriodGLAILIFBBAISPY
1 month +18.7%+7.1%-24.0% -0.8%
3 months -9.5%-18.2%-25.6% +3.5%
6 months +35.7%-0.9%-43.2% +7.0%
Year to date -5.9%-31.4%-60.7% +12.2%
1 year +115.9%-53.6%-69.9% +13.0%
3 years +295.8%—+69.6% +86.3%
3 years, per year +58.2%—+19.3% +23.1%
5 years +763.6%—— +68.6%
5 years, per year +54.0%—— +11.0%
10 years +216.7%—— +258.0%
10 years, per year +12.2%—— +13.6%

Risk

MeasureGLAILIFBBAISPY
Volatility, 1Y 254.1%77.0%76.8% 12.7%
Downside volatility, 1Y 306.4%85.7%72.3% 12.7%
Beta vs S&P 500, 1Y -1.152.343.23 1.00
Return / volatility, 1Y 0.46-0.70-0.91 1.02
Max drawdown, 5Y -92.9%-65.6%-95.0% -25.4%
From 52-week high -77.1%-55.7%-70.4% -1.8%
52-week high $4.15$99.32$7.17 $779.14
52-week low $0.35$38.10$2.12 $631.97

Valuation History

Weekly multiples on trailing twelve-month fundamentals. Negative or extreme readings (a loss year, a collapsed denominator) are left out so the chart stays readable.

MultipleGLAILIFBBAI
P/E now vs peer median -92.6xmedian 38.1x 24.2xmedian 38.1x -11.8xmedian 38.1x
P/S now vs peer median 798.5xmedian 4.3x 6.2xmedian 4.3x 7.7xmedian 4.3x
EV/EBITDA now vs peer median -94.4xmedian 35.4x 125.4xmedian 35.4x -5.6xmedian 35.4x
P/FCF now vs peer median -83.8xmedian 27.1x 34.6xmedian 27.1x -14.0xmedian 27.1x
P/B now vs peer median -43.3xmedian 3.4x 5.8xmedian 3.4x 1.3xmedian 3.4x
PEG now vs peer median 0.36median 1.27 0.39median 1.27 -0.36median 1.27

Financial History

Reported figures by fiscal period, placed on the calendar year (or quarter) each period ended in, so companies with different fiscal years line up.

Trailing twelve monthsGLAILIFBBAI
Revenue $184.28K $572.56M $131.63M
Gross profit $83.10K $444.26M $36.75M
Operating income -$1.59M $6.51M -$155.20M
Net income -$1.59M $147.29M -$85.82M
Free cash flow -$1.76M $103.24M -$72.70M
R&D $1.82M $152.42M $21.29M
EPS (diluted) $-0.01 $1.72 $-0.18
Cash & equivalents $40.56K $267.06M $36.28M
Total debt – – $16.64M
Shares (diluted) 309.80M 85.59M 479.12M
Enterprise value $146.90M $1.93B -$289.21M

All Metrics

58 metrics · best in bold

Bold marks the best reading: the lowest positive value for multiples, leverage and payout, the highest for everything else. The bar under each value is its percentile against that company's own peers. Hover a value for its rank and the peer median.

Valuation

12 metrics
MetricGLAILIFBBAI
P/E -92.6x 24.2x -11.8x
P/FCF -83.8x 34.6x -14.0x
P/Operating cash flow -88.9x 34.3x -14.2x
P/S 798.5x 6.2x 7.7x
P/B -43.3x 5.8x 1.3x
P/Tangible book -19.7x 6.7x 1.6x
EV/EBITDA -94.4x 125.4x -5.6x
EV/EBIT -92.6x 508.2x -4.6x
EV/Revenue 798.3x 5.8x 5.4x
EV/FCF -83.8x 32.0x -9.8x
EV/Operating cash flow -88.8x 31.7x -10.0x
PEG (3Y EPS CAGR) 0.36 0.39 -0.36

Growth

14 metrics
MetricGLAILIFBBAI
Revenue growth (1Y) 34.5% 34.0% -13.7%
Revenue CAGR (3Y) 44.2% 28.9% -6.6%
Gross profit growth (1Y) – 34.8% -13.9%
Gross profit CAGR (3Y) – 33.0% -4.9%
Operating income growth (1Y) -1.3% 31.6% -19.2%
Operating income CAGR (3Y) -555.5% 28.5% -36.5%
Net income growth (1Y) 2.1% 434.2% 80.7%
Net income CAGR (3Y) -405.8% 69.1% 0.0%
EPS growth (1Y) 51.0% 427.2% 87.1%
EPS CAGR (3Y) -255.6% 61.4% 32.8%
Operating cash flow growth (1Y) -96.3% 136.7% -163.0%
Operating cash flow CAGR (3Y) -529.9% 85.0% -19.7%
Free cash flow growth (1Y) -103.9% 144.9% -163.1%
Free cash flow CAGR (3Y) -542.3% 84.6% -20.1%

Profitability

14 metrics
MetricGLAILIFBBAI
Gross margin 45.1% 77.6% 27.9%
EBITDA margin -845.7% 4.6% -97.7%
Operating margin -862.3% 1.1% -117.9%
Pretax margin -859.5% 2.5% -81.7%
Net margin -862.3% 25.7% -65.2%
FCF margin -952.7% 18.0% -55.2%
Operating cash flow margin -898.6% 18.2% -54.4%
Return on equity – 24.3% -11.0%
Return on assets -36.9% 14.1% -10.1%
Return on invested capital – – -15.5%
Return on capital employed – 0.7% -19.8%
Asset turnover 0.0x 0.5x 0.2x
Cash conversion (OCF / net income) 1.0x 0.7x 0.8x
Stock comp / revenue – 12.1% 15.0%

Financial Health

11 metrics
MetricGLAILIFBBAI
Debt / assets – – 2.0%
Debt / equity – – 0.0x
Net debt / EBITDA – – 2.4x
Debt / FCF – – -0.2x
Liabilities / assets 176.0% 41.7% 8.4%
Equity / assets -76.0% 58.3% 91.6%
Interest coverage – – -16.9x
Current ratio 0.0x 5.6x 5.7x
Quick ratio 0.0x 3.6x 5.3x
Cash ratio 0.0x 2.5x 4.9x
Altman Z-score 5.87 5.84 7.00

Shareholder Returns

7 metrics
MetricGLAILIFBBAI
Dividend yield – – –
Net buyback yield – – -33.7%
Shareholder yield – – -33.7%
Payout ratio (earnings) – – –
Payout ratio (FCF) – – –
Dividend growth (1Y) – – –
Dividend CAGR (3Y) – – –

Analyst Estimates

Solid lines are reported fiscal-year results; dashed lines are the consensus for the years ahead. Hover a year for the analysts' high and low, and how each result compared with its estimate.

ConsensusGLAILIFBBAI
Forward P/E – 33.3xFY2026 –
EPS, next fiscal year – $1.32FY2026 $-0.25FY2026
EPS growth, next FY – -45.7%FY2026 –
EPS growth, the year after – +25.8% –
Revenue, next fiscal year – $718.60MFY2026 $108.97MFY2026
Revenue growth, next FY – +46.8%FY2026 -14.6%FY2026
Revenue growth, the year after – +19.2% +23.4%

Institutional Ownership

13F filings, quarter ended Jun 30, 2026
HoldersGLAILIFBBAI
Held by institutions – 40.8% 39.1%
Institutions holding – 205 328
Change in shares held, QoQ – +4.5% +1.0%
Institutions buying – 116 185
Institutions selling – 65 90
Buyers to sellers – 1.78 2.06

Return Correlation

Daily returns, last 12 months

1.00 means two stocks move in lockstep, 0 that they move independently. Pairs below about 0.5 diversify each other.

GLAILIFBBAI
GLAI 1.00 -0.01 -0.06
LIF -0.01 1.00 0.30
BBAI -0.06 0.30 1.00

Add a Peer

Largest companies in the same industry

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Frequently Asked Questions

Which is bigger, GLAI, LIF and BBAI?

Life360 (LIF) is the largest by market capitalisation: Global AI (GLAI) $147.15M, Life360 (LIF) $3.50B, BigBear.ai Holdings (BBAI) $1.12B.

Which company is growing faster?

Global AI (GLAI) grew revenue fastest over the trailing twelve months: Global AI (GLAI) +34.5%, Life360 (LIF) +34.0%, BigBear.ai Holdings (BBAI) -13.7%.

Which company is more profitable?

Life360 (LIF) has the highest net margin (Global AI (GLAI) -862.3%, Life360 (LIF) 25.7%, BigBear.ai Holdings (BBAI) -65.2%).

Which stock has performed better?

Over the past year Global AI (GLAI) returned the most: Global AI (GLAI) +115.9%, Life360 (LIF) -53.6%, BigBear.ai Holdings (BBAI) -69.9%. Returns are price only, before dividends.

Which stock is riskier?

By one-year price volatility, BigBear.ai Holdings (BBAI) has been the steadiest (Global AI (GLAI) 254.1%, Life360 (LIF) 77.0%, BigBear.ai Holdings (BBAI) 76.8%). Volatility measures how widely the price swings, not the risk of the business.

Which is the better stock, GLAI, LIF and BBAI?

There is no single answer; it depends on what you are buying for. On the 12 head-to-head measures on this page, Life360 (LIF) leads on 3. Business Quant does not give investment advice; use the comparison as a starting point for your own research.

Data from SEC filings, exchange prices and consensus estimates, via Business Quant. Percentile scores compare each company with its own peer group, so two companies' scores are each relative to different peers unless you rank against the whole market. Price returns exclude dividends. Nothing on this page is investment advice.