PONY vs GRAB vs MBLY Stock Comparison

Pony AI, Grab Holdings and Mobileye Global Prices as of Oct 26, 2026 Peers: Industry group
PONY Pony AI Inc.
$5.05 -26.7% 1M -72.6% 1Y
Market cap
$1.91B
P/E
–
Revenue (TTM)
$125.04M
Div. yield
–
Autonomous Driving Technology
2 wins
GRAB Grab Holdings Ltd
$2.71 -13.4% 1M -53.7% 1Y
Market cap
$11.11B
P/E
19.5x
Revenue (TTM)
$3.73B
Div. yield
–
Ride-Hailing and Delivery Technology
3 wins
MBLY Mobileye Global Inc.
$6.66 -17.1% 1M -50.4% 1Y
Market cap
$5.61B
P/E
–
Revenue (TTM)
$2.02B
Div. yield
–
Autonomous Driving Technology
2 wins

Head to Head

7 decided of 12

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

QuestionPONYGRABMBLYLeader
Larger companyMarket capitalisation $1.91B $11.11B $5.61B GRAB
Cheaper on earningsLower P/E, profitable companies only -13.9x 19.5x -1.4x –
Cheaper on forward earningsLower price / next fiscal year consensus EPS — 16.9x 14.2x MBLY
Faster revenue growthRevenue growth, trailing twelve months +45.8% +21.5% +5.0% PONY
More profitableNet margin, trailing twelve months -109.6% 15.3% -201.5% GRAB
Better return on capitalReturn on invested capital — 1.5% — –
Less leveragedLower net debt / EBITDA — -6.5x — –
Higher dividend yieldTrailing dividend yield 0.00% 0.00% 0.00% –
Better 1-year returnPrice return, last 12 months -72.6% -53.7% -50.4% MBLY
Better 5-year returnAnnualised price return, 5 years — -27.2%/yr — –
Less volatileAnnualised volatility, 1 year 67.4% 38.7% 56.0% GRAB
Higher overall scoreMean of the five percentile scores vs peers 76/100 56/100 69/100 PONY

Percentile Scorecard

PONYGRABMBLY

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

AxisPONYGRABMBLY
Valuation 67 #5 of 13 46 #90 of 167 92 #2 of 13
Growth 82 #3 of 12 80 #32 of 153 36 #8 of 12
Profitability 73 #4 of 12 45 #84 of 153 91 #2 of 12
Financial Health 83 #3 of 13 51 #89 of 179 58 #6 of 13
Shareholder Returns – – –
Overall 76 56 69
  • PONY ranked among 14 companies in Robotics and Automation
  • GRAB ranked among 185 companies in Internet Platforms
  • MBLY ranked among 14 companies in Robotics and Automation

Price Performance

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

Returns

PeriodPONYGRABMBLYSPY
1 month -26.7%-13.4%-17.1% -0.8%
3 months -31.6%-19.1%-16.9% +3.5%
6 months -52.1%-30.3%-26.1% +7.0%
Year to date -65.2%-45.7%-36.2% +12.2%
1 year -72.6%-53.7%-50.4% +13.0%
3 years —-10.6%-81.0% +86.3%
3 years, per year —-3.7%-42.5% +23.1%
5 years —-79.5%— +68.6%
5 years, per year —-27.2%— +11.0%

Risk

MeasurePONYGRABMBLYSPY
Volatility, 1Y 67.4%38.7%56.0% 12.7%
Downside volatility, 1Y 70.6%39.5%56.6% 12.7%
Beta vs S&P 500, 1Y 2.821.392.14 1.00
Return / volatility, 1Y -1.08-1.39-0.90 1.02
Max drawdown, 5Y -82.4%-86.5%-86.1% -25.4%
From 52-week high -76.9%-55.7%-50.3% -1.8%
52-week high $21.87$6.12$13.41 $779.14
52-week low $4.93$2.71$6.54 $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.

MultiplePONYGRABMBLY
P/E now vs peer median -14.0x 19.4xmedian 17.5x -1.3x
P/S now vs peer median 17.5xmedian 17.8x 2.9xmedian 1.4x 2.7xmedian 17.8x
EV/EBITDA now vs peer median — 26.5xmedian 14.5x -1.1x
P/FCF now vs peer median -10.8xmedian 14.0x 55.7xmedian 12.1x 14.0xmedian 14.0x
P/B now vs peer median 1.4xmedian 1.0x 1.6xmedian 1.7x 0.7xmedian 1.0x
PEG now vs peer median — —median 0.41 0.01

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 monthsPONYGRABMBLY
Revenue $125.04M $3.73B $2.02B
Gross profit $20.29M $1.63B $955.00M
Operating income -$267.63M $120.00M -$4.18B
Net income -$99.78M $525.00M -$4.06B
Free cash flow -$203.60M $193.00M $388.00M
R&D $225.02M $417.00M $1.12B
EPS (diluted) $-0.36 $0.14 $-4.97
Cash & equivalents $327.11M $2.86B $1.31B
Total debt – $2.99B –
Shares (diluted) 379.91M 4.21B 818.00M
Enterprise value $1.91B -$4.01B -$499.61M

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
MetricPONYGRABMBLY
P/E -14.0x 19.4x -1.3x
P/FCF -10.8x 55.7x 14.0x
P/Operating cash flow -10.8x 82.7x 11.1x
P/S 17.5x 2.9x 2.7x
P/B 1.4x 1.6x 0.7x
P/Tangible book 1.4x 1.6x 0.8x
EV/EBITDA – 26.5x -1.1x
EV/EBIT -4.0x 71.9x -1.0x
EV/Revenue 8.6x 2.3x 2.1x
EV/FCF -5.3x 44.7x 10.7x
EV/Operating cash flow -5.3x 66.3x 8.4x
PEG (3Y EPS CAGR) – – 0.01

Growth

14 metrics
MetricPONYGRABMBLY
Revenue growth (1Y) 45.8% 21.5% 5.0%
Revenue CAGR (3Y) – 23.6% 1.5%
Gross profit growth (1Y) 39.0% 23.6% 1.9%
Gross profit CAGR (3Y) – 69.9% 0.2%
Operating income growth (1Y) 19.2% 340.0% -35.4%
Operating income CAGR (3Y) – 28.7% -231.1%
Net income growth (1Y) 66.7% 837.5% -37.5%
Net income CAGR (3Y) – 35.1% -221.7%
EPS growth (1Y) 86.9% 82.0% -36.5%
EPS CAGR (3Y) – – -220.0%
Operating cash flow growth (1Y) -55.2% -82.1% -24.8%
Operating cash flow CAGR (3Y) – 34.4% -1.3%
Free cash flow growth (1Y) -55.2% -76.7% -34.1%
Free cash flow CAGR (3Y) – 40.6% -0.5%

Profitability

14 metrics
MetricPONYGRABMBLY
Gross margin 16.2% 43.6% 47.4%
EBITDA margin – 8.7% -180.9%
Operating margin -214.0% 3.2% -207.1%
Pretax margin -68.0% 13.9% -204.2%
Net margin -109.6% 15.3% -201.5%
FCF margin -162.8% 5.2% 19.2%
Operating cash flow margin -162.8% 3.5% 24.3%
Return on equity – 7.9% -49.6%
Return on assets – 4.2% -46.2%
Return on invested capital – 1.5% –
Return on capital employed – 1.7% -50.1%
Asset turnover – 0.3x 0.2x
Cash conversion (OCF / net income) 2.0x 0.2x -0.1x
Stock comp / revenue – 6.4% 15.6%

Financial Health

11 metrics
MetricPONYGRABMBLY
Debt / assets – 15.1% –
Debt / equity – 0.3x –
Net debt / EBITDA – -6.5x –
Debt / FCF – 10.5x –
Liabilities / assets 9.4% 49.7% 7.1%
Equity / assets 90.6% 50.3% 92.9%
Interest coverage – 1.1x –
Current ratio 15.9x 1.5x 4.6x
Quick ratio 15.1x 0.8x 3.4x
Cash ratio 14.4x 0.8x 2.9x
Altman Z-score – -0.27 2.94

Shareholder Returns

7 metrics
MetricPONYGRABMBLY
Dividend yield – – –
Net buyback yield – – –
Shareholder yield – – –
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.

ConsensusPONYGRABMBLY
Forward P/E – 16.9xFY2026 14.2xFY2026
EPS, next fiscal year $-0.61FY2026 $0.16FY2026 $0.47FY2026
EPS growth, next FY – +166.7%FY2026 +30.6%FY2026
EPS growth, the year after – +12.5% +2.1%
Revenue, next fiscal year $144.05MFY2026 $4.07BFY2026 $2.11BFY2026
Revenue growth, next FY +60.1%FY2026 +20.9%FY2026 +11.7%FY2026
Revenue growth, the year after +110.8% +33.7% +7.9%

Institutional Ownership

13F filings, quarter ended Jun 30, 2026
HoldersPONYGRABMBLY
Held by institutions 35.9% 75.6% 21.9%
Institutions holding 155 483 294
Change in shares held, QoQ +22.5% +0.9% +0.6%
Institutions buying 101 231 169
Institutions selling 33 168 82
Buyers to sellers 3.06 1.38 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.

PONYGRABMBLY
PONY 1.00 0.37 0.25
GRAB 0.37 1.00 0.24
MBLY 0.25 0.24 1.00

Add a Peer

Largest companies in the same industry

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Frequently Asked Questions

Which is bigger, PONY, GRAB and MBLY?

Grab Holdings (GRAB) is the largest by market capitalisation: Pony AI (PONY) $1.91B, Grab Holdings (GRAB) $11.11B, Mobileye Global (MBLY) $5.61B.

Which company is growing faster?

Pony AI (PONY) grew revenue fastest over the trailing twelve months: Pony AI (PONY) +45.8%, Grab Holdings (GRAB) +21.5%, Mobileye Global (MBLY) +5.0%.

Which company is more profitable?

Grab Holdings (GRAB) has the highest net margin (Pony AI (PONY) -109.6%, Grab Holdings (GRAB) 15.3%, Mobileye Global (MBLY) -201.5%).

Which stock has performed better?

Over the past year Mobileye Global (MBLY) returned the most: Pony AI (PONY) -72.6%, Grab Holdings (GRAB) -53.7%, Mobileye Global (MBLY) -50.4%. Returns are price only, before dividends.

Which stock is riskier?

By one-year price volatility, Grab Holdings (GRAB) has been the steadiest (Pony AI (PONY) 67.4%, Grab Holdings (GRAB) 38.7%, Mobileye Global (MBLY) 56.0%). Volatility measures how widely the price swings, not the risk of the business.

Which is the better stock, PONY, GRAB and MBLY?

There is no single answer; it depends on what you are buying for. On the 12 head-to-head measures on this page, Grab Holdings (GRAB) 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.