PONY vs AUR vs MBLY Stock Comparison

Pony AI, Aurora Innovation 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
AUR Aurora Innovation, Inc.
$4.87 -19.4% 1M -5.4% 1Y
Market cap
$10.15B
P/E
–
Revenue (TTM)
$5.00M
Div. yield
–
Autonomous Driving Technology
3 wins
MBLY Mobileye Global Inc.
$6.66 -17.1% 1M -50.4% 1Y
Market cap
$5.62B
P/E
–
Revenue (TTM)
$2.02B
Div. yield
–
Autonomous Driving Technology
1 win

Head to Head

6 decided of 12

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

QuestionPONYAURMBLYLeader
Larger companyMarket capitalisation $1.91B $10.15B $5.62B AUR
Cheaper on earningsLower P/E, profitable companies only -14.0x -11.3x -1.4x –
Cheaper on forward earningsLower price / next fiscal year consensus EPS — — 14.2x –
Faster revenue growthRevenue growth, trailing twelve months +45.8% +400.0% +5.0% AUR
More profitableNet margin, trailing twelve months -109.6% -18,000.0% -201.5% PONY
Better return on capitalReturn on invested capital — — — –
Less leveragedLower net debt / EBITDA — — — –
Higher dividend yieldTrailing dividend yield 0.00% 0.00% 0.00% –
Better 1-year returnPrice return, last 12 months -72.6% -5.4% -50.4% AUR
Better 5-year returnAnnualised price return, 5 years — -13.4%/yr — –
Less volatileAnnualised volatility, 1 year 67.4% 67.0% 56.0% MBLY
Higher overall scoreMean of the five percentile scores vs peers 76/100 41/100 69/100 PONY

Percentile Scorecard

PONYAURMBLY

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

AxisPONYAURMBLY
Valuation 67 #5 of 13 25 #10 of 13 92 #2 of 13
Growth 82 #3 of 12 55 #6 of 12 36 #8 of 12
Profitability 73 #4 of 12 9 #11 of 12 91 #2 of 12
Financial Health 83 #3 of 13 75 #4 of 13 58 #6 of 13
Shareholder Returns – – –
Overall 76 41 69
  • PONY ranked among 14 companies in Robotics and Automation
  • AUR ranked among 14 companies in Robotics and Automation
  • 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

PeriodPONYAURMBLYSPY
1 month -26.7%-19.4%-17.1% -0.8%
3 months -31.6%-21.6%-16.9% +3.5%
6 months -52.1%-2.8%-26.1% +7.0%
Year to date -65.2%+26.8%-36.2% +12.2%
1 year -72.6%-5.4%-50.4% +13.0%
3 years —+183.1%-81.0% +86.3%
3 years, per year —+41.5%-42.5% +23.1%
5 years —-51.2%— +68.6%
5 years, per year —-13.4%— +11.0%

Risk

MeasurePONYAURMBLYSPY
Volatility, 1Y 67.4%67.0%56.0% 12.7%
Downside volatility, 1Y 70.6%67.9%56.6% 12.7%
Beta vs S&P 500, 1Y 2.822.962.14 1.00
Return / volatility, 1Y -1.08-0.08-0.90 1.02
Max drawdown, 5Y -82.4%-93.3%-86.1% -25.4%
From 52-week high -76.9%-42.0%-50.3% -1.8%
52-week high $21.87$8.40$13.41 $779.14
52-week low $4.93$3.77$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.

MultiplePONYAURMBLY
P/E now vs peer median -14.0x -10.7x -1.3x
P/S now vs peer median 17.5xmedian 17.8x 1,946xmedian 17.8x 2.7xmedian 17.8x
EV/EBITDA now vs peer median — -9.1x -1.1x
P/FCF now vs peer median -10.8xmedian 14.0x -13.0xmedian 14.0x 14.0xmedian 14.0x
P/B now vs peer median 1.4xmedian 1.0x 5.0xmedian 1.0x 0.7xmedian 1.0x
PEG now vs peer median — -0.33 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 monthsPONYAURMBLY
Revenue $125.04M $5.00M $2.02B
Gross profit $20.29M -$20.00M $955.00M
Operating income -$267.63M -$970.00M -$4.18B
Net income -$99.78M -$900.00M -$4.06B
Free cash flow -$203.60M -$751.00M $388.00M
R&D $225.02M $779.00M $1.12B
EPS (diluted) $-0.36 $-0.46 $-4.97
Cash & equivalents $327.11M $136.00M $1.31B
Shares (diluted) 379.91M 1.98B 818.00M
Enterprise value $1.91B $5.18B -$491.43M

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
MetricPONYAURMBLY
P/E -14.0x -10.7x -1.3x
P/FCF -10.8x -13.0x 14.0x
P/Operating cash flow -10.8x -14.3x 11.1x
P/S 17.5x 1,946x 2.7x
P/B 1.4x 5.0x 0.7x
P/Tangible book 1.4x 7.3x 0.8x
EV/EBITDA – -9.1x -1.1x
EV/EBIT -4.0x -8.8x -1.0x
EV/Revenue 8.6x 1,703x 2.1x
EV/FCF -5.3x -11.3x 10.7x
EV/Operating cash flow -5.3x -12.5x 8.4x
PEG (3Y EPS CAGR) – -0.33 0.01

Growth

14 metrics
MetricPONYAURMBLY
Revenue growth (1Y) 45.8% 400.0% 5.0%
Revenue CAGR (3Y) – -40.7% 1.5%
Gross profit growth (1Y) 39.0% -400.0% 1.9%
Gross profit CAGR (3Y) – – 0.2%
Operating income growth (1Y) 19.2% -16.0% -35.4%
Operating income CAGR (3Y) – 19.0% -231.1%
Net income growth (1Y) 66.7% -11.1% -37.5%
Net income CAGR (3Y) – 20.1% -221.7%
EPS growth (1Y) 86.9% -0.4% -36.5%
EPS CAGR (3Y) – 32.8% -220.0%
Operating cash flow growth (1Y) -55.2% -18.9% -24.8%
Operating cash flow CAGR (3Y) – -4.4% -1.3%
Free cash flow growth (1Y) -55.2% -25.0% -34.1%
Free cash flow CAGR (3Y) – -6.4% -0.5%

Profitability

14 metrics
MetricPONYAURMBLY
Gross margin 16.2% -400.0% 47.4%
EBITDA margin – -18,780% -180.9%
Operating margin -214.0% -19,400% -207.1%
Pretax margin -68.0% -18,000% -204.2%
Net margin -109.6% -18,000% -201.5%
FCF margin -162.8% -15,020% 19.2%
Operating cash flow margin -162.8% -13,580% 24.3%
Return on equity – -46.0% -49.6%
Return on assets – -41.4% -46.2%
Return on invested capital – – –
Return on capital employed – -47.0% -50.1%
Asset turnover – 0.0x 0.2x
Cash conversion (OCF / net income) 2.0x 0.8x -0.1x
Stock comp / revenue – 4,100% 15.6%

Financial Health

11 metrics
MetricPONYAURMBLY
Debt / assets – – –
Debt / equity – – –
Net debt / EBITDA – – –
Debt / FCF – – –
Liabilities / assets 9.4% 9.9% 7.1%
Equity / assets 90.6% 90.1% 92.9%
Interest coverage – – –
Current ratio 15.9x 11.4x 4.6x
Quick ratio 15.1x 11.1x 3.4x
Cash ratio 14.4x 11.1x 2.9x
Altman Z-score – 22.78 2.94

Shareholder Returns

7 metrics
MetricPONYAURMBLY
Dividend yield – – –
Net buyback yield – -7.6% –
Shareholder yield – -7.6% –
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.

ConsensusPONYAURMBLY
Forward P/E – – 14.2xFY2026
EPS, next fiscal year $-0.61FY2026 $-0.51FY2026 $0.47FY2026
EPS growth, next FY – – +30.6%FY2026
EPS growth, the year after – – +2.1%
Revenue, next fiscal year $144.05MFY2026 $14.39MFY2026 $2.11BFY2026
Revenue growth, next FY +60.1%FY2026 +379.8%FY2026 +11.7%FY2026
Revenue growth, the year after +110.8% +1,192.9% +7.9%

Institutional Ownership

13F filings, quarter ended Jun 30, 2026
HoldersPONYAURMBLY
Held by institutions 35.9% 84.5% 21.9%
Institutions holding 155 460 294
Change in shares held, QoQ +22.5% +3.8% +0.6%
Institutions buying 101 279 169
Institutions selling 33 100 82
Buyers to sellers 3.06 2.79 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.

PONYAURMBLY
PONY 1.00 0.44 0.25
AUR 0.44 1.00 0.42
MBLY 0.25 0.42 1.00

Add a Peer

Largest companies in the same industry

Related Comparisons

Frequently Asked Questions

Which is bigger, PONY, AUR and MBLY?

Aurora Innovation (AUR) is the largest by market capitalisation: Pony AI (PONY) $1.91B, Aurora Innovation (AUR) $10.15B, Mobileye Global (MBLY) $5.62B.

Which company is growing faster?

Aurora Innovation (AUR) grew revenue fastest over the trailing twelve months: Pony AI (PONY) +45.8%, Aurora Innovation (AUR) +400.0%, Mobileye Global (MBLY) +5.0%.

Which company is more profitable?

Pony AI (PONY) has the highest net margin (Pony AI (PONY) -109.6%, Aurora Innovation (AUR) -18,000.0%, Mobileye Global (MBLY) -201.5%).

Which stock has performed better?

Over the past year Aurora Innovation (AUR) returned the most: Pony AI (PONY) -72.6%, Aurora Innovation (AUR) -5.4%, Mobileye Global (MBLY) -50.4%. Returns are price only, before dividends.

Which stock is riskier?

By one-year price volatility, Mobileye Global (MBLY) has been the steadiest (Pony AI (PONY) 67.4%, Aurora Innovation (AUR) 67.0%, Mobileye Global (MBLY) 56.0%). Volatility measures how widely the price swings, not the risk of the business.

Which is the better stock, PONY, AUR 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, Aurora Innovation (AUR) 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.