CNTM vs MFI vs BBAI Stock Comparison

ConnectM Technology Solutions, mF International and BigBear.ai Holdings Prices as of Oct 26, 2026 Peers: Industry group
MFI mF International Ltd
$8.07 -14.0% 1M -70.7% 1Y
Market cap
$45.55M
P/E
–
Revenue (TTM)
—
Div. yield
–
AI Platforms Technology

Head to Head

6 decided of 12

ConnectM Technology Solutions leads on 4 of the 12 questions below (ConnectM Technology Solutions 4, BigBear.ai Holdings 2). Which ones matter depends on what you are buying for; a cheap multiple and slow growth often come together.

QuestionCNTMMFIBBAILeader
Larger companyMarket capitalisation $24.87M $45.55M $1.12B BBAI
Cheaper on earningsLower P/E, profitable companies only 10.9x — -13.1x –
Cheaper on forward earningsLower price / next fiscal year consensus EPS — — — –
Faster revenue growthRevenue growth, trailing twelve months +23.6% — -13.7% CNTM
More profitableNet margin, trailing twelve months 6.3% — -65.2% CNTM
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% 0.00% –
Better 1-year returnPrice return, last 12 months -47.1% -70.7% -69.9% CNTM
Better 5-year returnAnnualised price return, 5 years — — — –
Less volatileAnnualised volatility, 1 year 132.4% 119.5% 76.8% BBAI
Higher overall scoreMean of the five percentile scores vs peers 56/100 — 31/100 CNTM

Percentile Scorecard

CNTMMFIBBAI

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

AxisCNTMMFIBBAI
Valuation 85 #20 of 124 – 27 #91 of 124
Growth 71 #33 of 113 – 12 #100 of 113
Profitability 55 #50 of 110 – 26 #82 of 110
Financial Health 12 #114 of 129 100 #1 of 129 87 #18 of 129
Shareholder Returns – – 3 #65 of 67
Overall 56 – 31
  • CNTM ranked among 137 companies in Infrastructure Software
  • MFI 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

PeriodCNTMMFIBBAISPY
1 month -20.0%-14.0%-24.0% -0.8%
3 months -25.7%-2.8%-25.6% +3.5%
6 months -47.2%-25.3%-43.2% +7.0%
Year to date -68.0%-56.6%-60.7% +12.2%
1 year -47.1%-70.7%-69.9% +13.0%
3 years -98.8%—+69.6% +86.3%
3 years, per year -77.0%—+19.3% +23.1%

Risk

MeasureCNTMMFIBBAISPY
Volatility, 1Y 132.4%119.5%76.8% 12.7%
Downside volatility, 1Y 132.1%123.9%72.3% 12.7%
Beta vs S&P 500, 1Y -0.101.653.23 1.00
Return / volatility, 1Y -0.36-0.59-0.91 1.02
Max drawdown, 5Y -100.0%-95.8%-95.0% -25.4%
From 52-week high -73.8%-71.6%-70.4% -1.8%
52-week high $16.00$28.38$7.17 $779.14
52-week low $3.90$6.10$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.

MultipleCNTMMFIBBAI
P/E now vs peer median 10.2xmedian 38.1x —median 38.1x -11.8xmedian 38.1x
P/S now vs peer median 0.7xmedian 4.3x —median 4.3x 7.7xmedian 4.3x
EV/EBITDA now vs peer median —median 35.4x —median 35.4x -5.6xmedian 35.4x
P/FCF now vs peer median —median 27.1x —median 27.1x -14.0xmedian 27.1x
P/B now vs peer median 1.5xmedian 3.4x 0.2xmedian 3.4x 1.3xmedian 3.4x
PEG now vs peer median 0.38median 1.27 —median 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 monthsCNTMMFIBBAI
Revenue $36.02M – $131.63M
Gross profit $11.16M – $36.75M
Operating income -$12.45M – -$155.20M
Net income $2.42M – -$85.82M
Free cash flow – – -$72.70M
R&D – – $21.29M
EPS (diluted) $0.03 – $-0.18
Cash & equivalents $2.39M $29.02M $36.28M
Total debt $56.72M $4.09M $16.64M
Shares (diluted) 72.32M 5.81M 479.12M
Enterprise value $14.87M -$36.55M -$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
MetricCNTMMFIBBAI
P/E 10.2x – -11.8x
P/FCF – – -14.0x
P/Operating cash flow – – -14.2x
P/S 0.7x – 7.7x
P/B 1.5x 0.2x 1.3x
P/Tangible book 1.7x 0.2x 1.6x
EV/EBITDA – – -5.6x
EV/EBIT -3.0x – -4.6x
EV/Revenue 1.1x – 5.4x
EV/FCF – – -9.8x
EV/Operating cash flow – – -10.0x
PEG (3Y EPS CAGR) 0.38 – -0.36

Growth

14 metrics
MetricCNTMMFIBBAI
Revenue growth (1Y) 23.6% – -13.7%
Revenue CAGR (3Y) – – -6.6%
Gross profit growth (1Y) 35.0% – -13.9%
Gross profit CAGR (3Y) – – -4.9%
Operating income growth (1Y) 19.9% – -19.2%
Operating income CAGR (3Y) -62.4% – -36.5%
Net income growth (1Y) 108.3% – 80.7%
Net income CAGR (3Y) 31.4% – 0.0%
EPS growth (1Y) 106.0% – 87.1%
EPS CAGR (3Y) 26.7% – 32.8%
Operating cash flow growth (1Y) – – -163.0%
Operating cash flow CAGR (3Y) – – -19.7%
Free cash flow growth (1Y) – – -163.1%
Free cash flow CAGR (3Y) – – -20.1%

Profitability

14 metrics
MetricCNTMMFIBBAI
Gross margin 31.0% – 27.9%
EBITDA margin – – -97.7%
Operating margin -34.6% – -117.9%
Pretax margin -41.0% – -81.7%
Net margin 6.3% – -65.2%
FCF margin – – -55.2%
Operating cash flow margin – – -54.4%
Return on equity 27.8% – -11.0%
Return on assets 5.4% – -10.1%
Return on invested capital – – -15.5%
Return on capital employed -149.0% – -19.8%
Asset turnover 0.8x – 0.2x
Cash conversion (OCF / net income) – – 0.8x
Stock comp / revenue – – 15.0%

Financial Health

11 metrics
MetricCNTMMFIBBAI
Debt / assets 31.1% 0.0% 2.0%
Debt / equity 1.0x 0.0x 0.0x
Net debt / EBITDA – – 2.4x
Debt / FCF – – -0.2x
Liabilities / assets 70.1% 0.4% 8.4%
Equity / assets 29.9% 99.6% 91.6%
Interest coverage -7.6x – -16.9x
Current ratio 0.2x 254.0x 5.7x
Quick ratio 0.1x 51.9x 5.3x
Cash ratio 0.1x 51.9x 4.9x
Altman Z-score -1.86 – 7.00

Shareholder Returns

7 metrics
MetricCNTMMFIBBAI
Dividend yield – – –
Net buyback yield – – -33.7%
Shareholder yield – 0.0% -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.

ConsensusCNTMMFIBBAI
EPS, next fiscal year $-3.87FY2026 $-0.07FY2026 $-0.25FY2026
Revenue, next fiscal year $76.76MFY2026 $5.85MFY2026 $108.97MFY2026
Revenue growth, next FY +114.2%FY2026 +44.8%FY2026 -14.6%FY2026
Revenue growth, the year after +15.7% +2.4% +23.4%

Institutional Ownership

13F filings, quarter ended Jun 30, 2026
HoldersCNTMMFIBBAI
Held by institutions – – 39.1%
Institutions holding – – 328
Change in shares held, QoQ – – +1.0%
Institutions buying – – 185
Institutions selling – – 90
Buyers to sellers – – 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.

CNTMMFIBBAI
CNTM 1.00 0.03 -0.01
MFI 0.03 1.00 0.23
BBAI -0.01 0.23 1.00

Add a Peer

Largest companies in the same industry

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Frequently Asked Questions

Which is bigger, CNTM, MFI and BBAI?

BigBear.ai Holdings (BBAI) is the largest by market capitalisation: ConnectM Technology Solutions (CNTM) $24.87M, mF International (MFI) $45.55M, BigBear.ai Holdings (BBAI) $1.12B.

Which company is growing faster?

ConnectM Technology Solutions (CNTM) grew revenue fastest over the trailing twelve months: ConnectM Technology Solutions (CNTM) +23.6%, BigBear.ai Holdings (BBAI) -13.7%.

Which company is more profitable?

ConnectM Technology Solutions (CNTM) has the highest net margin (ConnectM Technology Solutions (CNTM) 6.3%, BigBear.ai Holdings (BBAI) -65.2%).

Which stock has performed better?

Over the past year ConnectM Technology Solutions (CNTM) returned the most: ConnectM Technology Solutions (CNTM) -47.1%, mF International (MFI) -70.7%, 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 (ConnectM Technology Solutions (CNTM) 132.4%, mF International (MFI) 119.5%, BigBear.ai Holdings (BBAI) 76.8%). Volatility measures how widely the price swings, not the risk of the business.

Which is the better stock, CNTM, MFI 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, ConnectM Technology Solutions (CNTM) leads on 4. 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.