BBAI vs LIF vs VERI Stock Comparison

BigBear.ai Holdings, Life360 and Veritone Prices as of Oct 27, 2026 Peers: Industry group
LIF Life360, Inc.
$43.18 +5.1% 1M -55.9% 1Y
Market cap
$3.55B
P/E
24.1x
Revenue (TTM)
$572.56M
Div. yield
–
AI Platforms Technology
6 wins
VERI Veritone, Inc.
$0.60 -54.2% 1M -91.8% 1Y
Market cap
$59.27M
P/E
–
Revenue (TTM)
$93.99M
Div. yield
–
AI Platforms Technology
1 win

Head to Head

8 decided of 12

Life360 leads on 6 of the 12 questions below (Life360 6, BigBear.ai Holdings 1, Veritone 1). Which ones matter depends on what you are buying for; a cheap multiple and slow growth often come together.

QuestionBBAILIFVERILeader
Larger companyMarket capitalisation $1.11B $3.55B $59.27M LIF
Cheaper on earningsLower P/E, profitable companies only -12.9x 24.1x -0.5x –
Cheaper on forward earningsLower price / next fiscal year consensus EPS — 32.7x — –
Faster revenue growthRevenue growth, trailing twelve months -13.7% +34.0% +4.3% LIF
More profitableNet margin, trailing twelve months -65.2% 25.7% -121.3% LIF
Better return on capitalReturn on invested capital -15.5% — -67.4% BBAI
Less leveragedLower net debt / EBITDA 2.4x — -0.6x VERI
Higher dividend yieldTrailing dividend yield 0.00% 0.00% 0.00% –
Better 1-year returnPrice return, last 12 months -66.8% -55.9% -91.8% LIF
Better 5-year returnAnnualised price return, 5 years — — -53.8%/yr –
Less volatileAnnualised volatility, 1 year 77.5% 76.9% 105.7% LIF
Higher overall scoreMean of the five percentile scores vs peers 31/100 80/100 22/100 LIF

Percentile Scorecard

BBAILIFVERI

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

AxisBBAILIFVERI
Valuation 26 #92 of 124 75 #32 of 124 44 #70 of 124
Growth 12 #100 of 113 100 #1 of 113 9 #103 of 113
Profitability 26 #81 of 109 69 #34 of 109 27 #80 of 109
Financial Health 87 #17 of 127 74 #34 of 127 10 #114 of 127
Shareholder Returns 3 #63 of 65 – –
Overall 31 80 22
  • BBAI ranked among 137 companies in Infrastructure Software
  • LIF ranked among 137 companies in Infrastructure Software
  • VERI ranked among 137 companies in Infrastructure Software

Price Performance

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

Returns

PeriodBBAILIFVERISPY
1 month -15.4%+5.1%-54.2% -0.2%
3 months -14.8%-23.8%-42.3% +3.9%
6 months -42.7%-0.1%-72.4% +8.2%
Year to date -56.3%-32.7%-87.1% +12.9%
1 year -66.8%-55.9%-91.8% +12.3%
3 years +88.8%—-74.4% +87.4%
3 years, per year +23.6%—-36.5% +23.3%
5 years ——-97.9% +67.9%
5 years, per year ——-53.8% +10.9%

Risk

MeasureBBAILIFVERISPY
Volatility, 1Y 77.5%76.9%105.7% 12.7%
Downside volatility, 1Y 72.3%85.4%126.0% 12.7%
Beta vs S&P 500, 1Y 3.262.333.15 1.00
Return / volatility, 1Y -0.86-0.73-0.87 0.97
Max drawdown, 5Y -95.0%-65.6%-98.4% -25.4%
From 52-week high -67.1%-56.5%-91.8% -1.2%
52-week high $7.17$99.32$7.30 $779.14
52-week low $2.12$38.10$0.53 $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.

MultipleBBAILIFVERI
P/E now vs peer median -13.2xmedian 38.6x 23.7xmedian 38.6x -0.5xmedian 38.6x
P/S now vs peer median 8.6xmedian 4.4x 6.1xmedian 4.4x 0.6xmedian 4.4x
EV/EBITDA now vs peer median -6.4xmedian 34.5x 122.8xmedian 34.5x -1.7xmedian 34.5x
P/FCF now vs peer median -15.6xmedian 29.4x 34.0xmedian 29.4x —median 29.4x
P/B now vs peer median 1.5xmedian 3.3x 5.7xmedian 3.3x 1.6xmedian 3.3x
PEG now vs peer median -0.40median 1.28 0.39median 1.28 -0.39median 1.28

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 monthsBBAILIFVERI
Revenue $131.63M $572.56M $93.99M
Gross profit $36.75M $444.26M $63.41M
Operating income -$155.20M $6.51M -$81.76M
Net income -$85.82M $147.29M -$114.02M
Free cash flow -$72.70M $103.24M –
R&D $21.29M $152.42M $21.38M
EPS (diluted) $-0.18 $1.72 $-1.21
Cash & equivalents $36.28M $267.06M $12.42M
Total debt $16.64M – $188.16M
Shares (diluted) 479.12M 85.59M 94.03M
Enterprise value -$305.93M $1.98B -$30.38M

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
MetricBBAILIFVERI
P/E -13.2x 23.7x -0.5x
P/FCF -15.6x 34.0x –
P/Operating cash flow -15.8x 33.6x –
P/S 8.6x 6.1x 0.6x
P/B 1.5x 5.7x 1.6x
P/Tangible book 1.8x 6.5x 7.3x
EV/EBITDA -6.4x 122.8x -1.7x
EV/EBIT -5.3x 497.7x -1.1x
EV/Revenue 6.3x 5.7x 1.0x
EV/FCF -11.4x 31.4x –
EV/Operating cash flow -11.6x 31.1x –
PEG (3Y EPS CAGR) -0.40 0.39 -0.39

Growth

14 metrics
MetricBBAILIFVERI
Revenue growth (1Y) -13.7% 34.0% 4.3%
Revenue CAGR (3Y) -6.6% 28.9% -12.3%
Gross profit growth (1Y) -13.9% 34.8% 2.4%
Gross profit CAGR (3Y) -4.9% 33.0% -17.0%
Operating income growth (1Y) -19.2% 31.6% 2.9%
Operating income CAGR (3Y) -36.5% 28.5% -7.8%
Net income growth (1Y) 80.7% 434.2% -213.9%
Net income CAGR (3Y) 0.0% 69.1% -34.9%
EPS growth (1Y) 87.1% 427.2% -65.7%
EPS CAGR (3Y) 32.8% 61.4% 1.3%
Operating cash flow growth (1Y) -163.0% 136.7% –
Operating cash flow CAGR (3Y) -19.7% 85.0% –
Free cash flow growth (1Y) -163.1% 144.9% –
Free cash flow CAGR (3Y) -20.1% 84.6% –

Profitability

14 metrics
MetricBBAILIFVERI
Gross margin 27.9% 77.6% 67.5%
EBITDA margin -97.7% 4.6% -59.3%
Operating margin -117.9% 1.1% -87.0%
Pretax margin -81.7% 2.5% -121.5%
Net margin -65.2% 25.7% -121.3%
FCF margin -55.2% 18.0% –
Operating cash flow margin -54.4% 18.2% –
Return on equity -11.0% 24.3% -215.7%
Return on assets -10.1% 14.1% -69.1%
Return on invested capital -15.5% – -67.4%
Return on capital employed -19.8% 0.7% -126.1%
Asset turnover 0.2x 0.5x 0.6x
Cash conversion (OCF / net income) 0.8x 0.7x –
Stock comp / revenue 15.0% 12.1% 7.0%

Financial Health

11 metrics
MetricBBAILIFVERI
Debt / assets 2.0% – 30.6%
Debt / equity 0.0x – 1.2x
Net debt / EBITDA 2.4x – -0.6x
Debt / FCF -0.2x – –
Liabilities / assets 8.4% 41.7% 74.5%
Equity / assets 91.6% 58.3% 25.5%
Interest coverage -16.9x – –
Current ratio 5.7x 5.6x 0.5x
Quick ratio 5.3x 3.6x 0.4x
Cash ratio 4.9x 2.5x 0.1x
Altman Z-score 7.97 5.75 -7.14

Shareholder Returns

7 metrics
MetricBBAILIFVERI
Dividend yield – – –
Net buyback yield -30.2% – –
Shareholder yield -30.2% – –
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.

ConsensusBBAILIFVERI
Forward P/E – 32.7xFY2026 –
EPS, next fiscal year $-0.25FY2026 $1.32FY2026 $-0.31FY2026
EPS growth, next FY – -45.7%FY2026 –
EPS growth, the year after – +25.8% –
Revenue, next fiscal year $108.97MFY2026 $718.60MFY2026 $96.75MFY2026
Revenue growth, next FY -14.6%FY2026 +46.8%FY2026 +4.9%FY2026
Revenue growth, the year after +23.4% +19.2% +21.5%

Institutional Ownership

13F filings, quarter ended Jun 30, 2026
HoldersBBAILIFVERI
Held by institutions 39.1% 40.8% 27.8%
Institutions holding 328 205 91
Change in shares held, QoQ +1.0% +4.5% +17.9%
Institutions buying 185 116 59
Institutions selling 90 65 15
Buyers to sellers 2.06 1.78 3.93

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.

BBAILIFVERI
BBAI 1.00 0.30 0.37
LIF 0.30 1.00 0.20
VERI 0.37 0.20 1.00

Add a Peer

Largest companies in the same industry

Related Comparisons

Frequently Asked Questions

Which is bigger, BBAI, LIF and VERI?

Life360 (LIF) is the largest by market capitalisation: BigBear.ai Holdings (BBAI) $1.11B, Life360 (LIF) $3.55B, Veritone (VERI) $59.27M.

Which company is growing faster?

Life360 (LIF) grew revenue fastest over the trailing twelve months: BigBear.ai Holdings (BBAI) -13.7%, Life360 (LIF) +34.0%, Veritone (VERI) +4.3%.

Which company is more profitable?

Life360 (LIF) has the highest net margin (BigBear.ai Holdings (BBAI) -65.2%, Life360 (LIF) 25.7%, Veritone (VERI) -121.3%). On return on invested capital, BigBear.ai Holdings (BBAI) leads (BigBear.ai Holdings (BBAI) -15.5%, Veritone (VERI) -67.4%).

Which stock has performed better?

Over the past year Life360 (LIF) returned the most: BigBear.ai Holdings (BBAI) -66.8%, Life360 (LIF) -55.9%, Veritone (VERI) -91.8%. Returns are price only, before dividends.

Which stock is riskier?

By one-year price volatility, Life360 (LIF) has been the steadiest (BigBear.ai Holdings (BBAI) 77.5%, Life360 (LIF) 76.9%, Veritone (VERI) 105.7%). Volatility measures how widely the price swings, not the risk of the business.

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

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 6. 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.