PONY vs AMBA vs MBLY Stock Comparison

Pony AI, Ambarella and Mobileye Global Prices as of Oct 29, 2026 Peers: Industry group
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PONY Pony AI Inc.
$4.92 -24.8% 1M -76.8% 1Y
Market cap
$1.75B
P/E
–
Revenue (TTM)
$125.04M
Div. yield
–
Autonomous Driving Technology
2 wins
AMBA Ambarella Inc
$64.58 -6.0% 1M -24.9% 1Y
Market cap
$2.78B
P/E
–
Revenue (TTM)
$417.80M
Div. yield
–
Semiconductor Design Technology
2 wins
MBLY Mobileye Global Inc.
$6.41 -15.3% 1M -51.2% 1Y
Market cap
$4.87B
P/E
–
Revenue (TTM)
$2.00B
Div. yield
–
Autonomous Driving Technology
3 wins

Head to Head

7 decided of 12

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

QuestionPONYAMBAMBLYLeader
Larger companyMarket capitalisation $1.75B $2.78B $4.87B MBLY
Cheaper on earningsLower P/E, profitable companies only -12.8x -49.4x -1.2x –
Cheaper on forward earningsLower price / next fiscal year consensus EPS — 83.9x 13.6x MBLY
Faster revenue growthRevenue growth, trailing twelve months +45.8% +20.0% +3.4% PONY
More profitableNet margin, trailing twelve months -109.6% -13.5% -201.2% AMBA
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 -76.8% -24.9% -51.2% AMBA
Better 5-year returnAnnualised price return, 5 years — -19.1%/yr — –
Less volatileAnnualised volatility, 1 year 66.3% 74.5% 56.8% MBLY
Higher overall scoreMean of the five percentile scores vs peers 78/100 39/100 63/100 PONY

Percentile Scorecard

PONYAMBAMBLY

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

AxisPONYAMBAMBLY
Valuation 67 #5 of 13 33 #63 of 94 92 #2 of 13
Growth 82 #3 of 12 51 #46 of 92 9 #11 of 12
Profitability 73 #4 of 12 25 #66 of 88 91 #2 of 12
Financial Health 92 #2 of 13 60 #39 of 96 58 #6 of 13
Shareholder Returns – 27 #53 of 72 –
Overall 78 39 63
  • PONY ranked among 14 companies in Robotics and Automation
  • AMBA ranked among 103 companies in Semiconductors
  • 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

PeriodPONYAMBAMBLYSPY
1 month -24.8%-6.0%-15.3% +0.7%
3 months -38.0%-12.8%-18.9% +3.7%
6 months -50.2%-6.1%-26.2% +7.1%
Year to date -66.1%-8.8%-38.6% +12.8%
1 year -76.8%-24.9%-51.2% +11.9%
3 years —+43.8%-81.0% +85.2%
3 years, per year —+12.9%-42.6% +22.8%
5 years —-65.2%— +67.6%
5 years, per year —-19.1%— +10.9%
10 years —+5.4%— +262.0%
10 years, per year —+0.5%— +13.7%

Risk

MeasurePONYAMBAMBLYSPY
Volatility, 1Y 66.3%74.5%56.8% 12.7%
Downside volatility, 1Y 70.3%79.7%58.1% 12.6%
Beta vs S&P 500, 1Y 2.802.612.17 1.00
Return / volatility, 1Y -1.16-0.33-0.90 0.94
Max drawdown, 5Y -82.4%-81.7%-86.4% -25.4%
From 52-week high -76.8%-32.4%-51.3% -1.2%
52-week high $21.20$95.51$13.15 $779.14
52-week low $4.92$48.65$6.41 $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.

MultiplePONYAMBAMBLY
P/E now vs peer median -13.6x -50.5xmedian 46.4x -1.3x
P/S now vs peer median 17.1xmedian 17.1x 6.8xmedian 7.8x 2.6xmedian 17.1x
EV/EBITDA now vs peer median — -69.3xmedian 27.5x -1.1x
P/FCF now vs peer median -10.5xmedian 16.7x 293.2xmedian 40.1x 16.7xmedian 16.7x
P/B now vs peer median 1.4xmedian 1.0x 4.6xmedian 4.7x 0.6xmedian 1.0x
PEG now vs peer median — -2.57median 2.10 0.00

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 monthsPONYAMBAMBLY
Revenue $125.04M $417.80M $2.00B
Gross profit $20.29M $244.50M $973.00M
Operating income -$267.63M -$62.24M -$4.15B
Net income -$99.78M -$56.32M -$4.03B
Free cash flow -$203.60M $9.72M $317.00M
R&D $225.02M $228.69M $1.10B
EPS (diluted) $-0.36 $-1.28 $-4.89
Cash & equivalents $327.11M $101.85M $1.35B
Shares (diluted) 379.91M 44.01M 824.00M
Enterprise value $1.75B $1.63B -$838.28M

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
MetricPONYAMBAMBLY
P/E -13.6x -50.5x -1.3x
P/FCF -10.5x 293.2x 16.7x
P/Operating cash flow -10.5x 104.3x 12.7x
P/S 17.1x 6.8x 2.6x
P/B 1.4x 4.6x 0.6x
P/Tangible book 1.4x 5.1x 0.7x
EV/EBITDA – -69.3x -1.1x
EV/EBIT -3.8x -41.4x -0.9x
EV/Revenue 8.1x 6.2x 2.0x
EV/FCF -5.0x 265.2x 12.4x
EV/Operating cash flow -5.0x 94.4x 9.5x
PEG (3Y EPS CAGR) – -2.57 0.00

Growth

14 metrics
MetricPONYAMBAMBLY
Revenue growth (1Y) 45.8% 20.0% 3.4%
Revenue CAGR (3Y) – 12.9% 0.0%
Gross profit growth (1Y) 39.0% 17.4% 3.2%
Gross profit CAGR (3Y) – 11.3% -1.0%
Operating income growth (1Y) 19.2% 36.9% -974.6%
Operating income CAGR (3Y) – 18.4% -269.8%
Net income growth (1Y) 66.7% 36.4% -1,100%
Net income CAGR (3Y) – 16.9% -306.6%
EPS growth (1Y) 86.9% 38.6% -1,086%
EPS CAGR (3Y) – 19.6% -304.3%
Operating cash flow growth (1Y) -55.2% -47.8% -40.0%
Operating cash flow CAGR (3Y) – 1.3% -1.6%
Free cash flow growth (1Y) -55.2% -73.7% -49.5%
Free cash flow CAGR (3Y) – -5.8% -1.2%

Profitability

14 metrics
MetricPONYAMBAMBLY
Gross margin 16.2% 58.5% 48.6%
EBITDA margin – -8.9% -182.5%
Operating margin -214.0% -14.9% -207.0%
Pretax margin -68.0% -12.9% -204.2%
Net margin -109.6% -13.5% -201.2%
FCF margin -162.8% 2.3% 15.8%
Operating cash flow margin -162.8% 6.5% 20.8%
Return on equity – -9.2% -49.1%
Return on assets – -7.2% -45.5%
Return on invested capital – – –
Return on capital employed – -9.6% -49.5%
Asset turnover – 0.5x 0.2x
Cash conversion (OCF / net income) 2.0x -0.5x -0.1x
Stock comp / revenue – 21.9% 17.3%

Financial Health

11 metrics
MetricPONYAMBAMBLY
Debt / assets – – –
Debt / equity – – –
Net debt / EBITDA – – –
Debt / FCF – – –
Liabilities / assets 9.4% 20.5% 7.4%
Equity / assets 90.6% 79.5% 92.6%
Interest coverage – – –
Current ratio 15.9x 2.8x 4.4x
Quick ratio 15.1x 2.2x 3.3x
Cash ratio 14.4x 2.0x 2.8x
Altman Z-score – 10.73 2.60

Shareholder Returns

7 metrics
MetricPONYAMBAMBLY
Dividend yield – – –
Net buyback yield – -0.1% –
Shareholder yield – -0.1% –
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.

ConsensusPONYAMBAMBLY
Forward P/E – 83.9xFY2026 13.6xFY2026
EPS, next fiscal year $-0.61FY2026 $0.77FY2026 $0.47FY2026
EPS growth, next FY – +24.2%FY2026 +30.6%FY2026
EPS growth, the year after – +40.3% +2.1%
Revenue, next fiscal year $144.05MFY2026 $454.23MFY2026 $2.11BFY2026
Revenue growth, next FY +60.1%FY2026 +16.3%FY2026 +11.7%FY2026
Revenue growth, the year after +110.8% +3.4% +7.9%

Institutional Ownership

13F filings, quarter ended Jun 30, 2026
HoldersPONYAMBAMBLY
Held by institutions 35.9% 81.7% 21.9%
Institutions holding 155 338 295
Change in shares held, QoQ +22.5% -1.5% +0.6%
Institutions buying 101 204 170
Institutions selling 33 89 82
Buyers to sellers 3.06 2.29 2.07

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.

PONYAMBAMBLY
PONY 1.00 0.34 0.25
AMBA 0.34 1.00 0.35
MBLY 0.25 0.35 1.00

Add a Peer

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Frequently Asked Questions

Which is bigger, PONY, AMBA and MBLY?

Mobileye Global (MBLY) is the largest by market capitalisation: Pony AI (PONY) $1.75B, Ambarella (AMBA) $2.78B, Mobileye Global (MBLY) $4.87B.

Which company is growing faster?

Pony AI (PONY) grew revenue fastest over the trailing twelve months: Pony AI (PONY) +45.8%, Ambarella (AMBA) +20.0%, Mobileye Global (MBLY) +3.4%.

Which company is more profitable?

Ambarella (AMBA) has the highest net margin (Pony AI (PONY) -109.6%, Ambarella (AMBA) -13.5%, Mobileye Global (MBLY) -201.2%).

Which stock has performed better?

Over the past year Ambarella (AMBA) returned the most: Pony AI (PONY) -76.8%, Ambarella (AMBA) -24.9%, Mobileye Global (MBLY) -51.2%. 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) 66.3%, Ambarella (AMBA) 74.5%, Mobileye Global (MBLY) 56.8%). Volatility measures how widely the price swings, not the risk of the business.

Which is the better stock, PONY, AMBA 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, Mobileye Global (MBLY) 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.