PONY vs AUR vs NVDA Stock Comparison

Pony AI, Aurora Innovation and Nvidia 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
1 win
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
1 win
NVDA Nvidia Corp
$216.00 -4.0% 1M +16.0% 1Y
Market cap
$5.27T
P/E
27.3x
Revenue (TTM)
$302.97B
Div. yield
–
Semiconductor Design Technology
5 wins

Head to Head

7 decided of 12

Nvidia leads on 5 of the 12 questions below (Nvidia 5, Aurora Innovation 1, Pony AI 1). Which ones matter depends on what you are buying for; a cheap multiple and slow growth often come together.

QuestionPONYAURNVDALeader
Larger companyMarket capitalisation $1.91B $10.15B $5.27T NVDA
Cheaper on earningsLower P/E, profitable companies only -14.0x -11.3x 27.3x –
Cheaper on forward earningsLower price / next fiscal year consensus EPS — — 24.7x –
Faster revenue growthRevenue growth, trailing twelve months +45.8% +400.0% +83.4% AUR
More profitableNet margin, trailing twelve months -109.6% -18,000.0% 63.7% NVDA
Better return on capitalReturn on invested capital — — 71.1% –
Less leveragedLower net debt / EBITDA — — -0.2x –
Higher dividend yieldTrailing dividend yield 0.00% 0.00% 0.00% –
Better 1-year returnPrice return, last 12 months -72.6% -5.4% +16.0% NVDA
Better 5-year returnAnnualised price return, 5 years — -13.4%/yr +54.7%/yr NVDA
Less volatileAnnualised volatility, 1 year 67.4% 67.0% 37.8% NVDA
Higher overall scoreMean of the five percentile scores vs peers 76/100 41/100 73/100 PONY

Percentile Scorecard

PONYAURNVDA

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

AxisPONYAURNVDA
Valuation 67 #5 of 13 25 #10 of 13 57 #41 of 95
Growth 82 #3 of 12 55 #6 of 12 97 #4 of 93
Profitability 73 #4 of 12 9 #11 of 12 99 #2 of 91
Financial Health 83 #3 of 13 75 #4 of 13 65 #36 of 101
Shareholder Returns – – 46 #41 of 75
Overall 76 41 73
  • PONY ranked among 14 companies in Robotics and Automation
  • AUR ranked among 14 companies in Robotics and Automation
  • NVDA ranked among 104 companies in Semiconductors

Price Performance

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

Returns

PeriodPONYAURNVDASPY
1 month -26.7%-19.4%-4.0% -0.8%
3 months -31.6%-21.6%+9.9% +3.5%
6 months -52.1%-2.8%-0.3% +7.0%
Year to date -65.2%+26.8%+15.8% +12.2%
1 year -72.6%-5.4%+16.0% +13.0%
3 years —+183.1%+433.3% +86.3%
3 years, per year —+41.5%+74.8% +23.1%
5 years —-51.2%+783.4% +68.6%
5 years, per year —-13.4%+54.7% +11.0%
10 years ——+11,873.4% +258.0%
10 years, per year ——+61.4% +13.6%

Risk

MeasurePONYAURNVDASPY
Volatility, 1Y 67.4%67.0%37.8% 12.7%
Downside volatility, 1Y 70.6%67.9%36.6% 12.7%
Beta vs S&P 500, 1Y 2.822.961.94 1.00
Return / volatility, 1Y -1.08-0.080.42 1.02
Max drawdown, 5Y -82.4%-93.3%-66.4% -25.4%
From 52-week high -76.9%-42.0%-9.7% -1.8%
52-week high $21.87$8.40$239.24 $779.14
52-week low $4.93$3.77$165.17 $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.

MultiplePONYAURNVDA
P/E now vs peer median -14.0x -10.7x 27.1xmedian 42.1x
P/S now vs peer median 17.5xmedian 17.8x 1,946xmedian 17.8x 17.2xmedian 7.1x
EV/EBITDA now vs peer median — -9.1x 25.7xmedian 27.5x
P/FCF now vs peer median -10.8xmedian 14.0x -13.0xmedian 14.0x 41.0xmedian 37.2x
P/B now vs peer median 1.4xmedian 1.0x 5.0xmedian 1.0x 22.7xmedian 4.2x
PEG now vs peer median — -0.33 0.16median 2.23

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 monthsPONYAURNVDA
Revenue $125.04M $5.00M $302.97B
Gross profit $20.29M -$20.00M $226.24B
Operating income -$267.63M -$970.00M $197.58B
Net income -$99.78M -$900.00M $192.88B
Free cash flow -$203.60M -$751.00M $127.01B
R&D $225.02M $779.00M $23.59B
EPS (diluted) $-0.36 $-0.46 $7.94
Cash & equivalents $327.11M $136.00M $22.44B
Total debt – – $33.37B
Shares (diluted) 379.91M 1.98B 24.29B
Enterprise value $1.91B $5.18B $5.04T

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
MetricPONYAURNVDA
P/E -14.0x -10.7x 27.1x
P/FCF -10.8x -13.0x 41.0x
P/Operating cash flow -10.8x -14.3x 38.7x
P/S 17.5x 1,946x 17.2x
P/B 1.4x 5.0x 22.7x
P/Tangible book 1.4x 7.3x 23.0x
EV/EBITDA – -9.1x 25.7x
EV/EBIT -4.0x -8.8x 26.2x
EV/Revenue 8.6x 1,703x 17.1x
EV/FCF -5.3x -11.3x 40.7x
EV/Operating cash flow -5.3x -12.5x 38.5x
PEG (3Y EPS CAGR) – -0.33 0.16

Growth

14 metrics
MetricPONYAURNVDA
Revenue growth (1Y) 45.8% 400.0% 83.4%
Revenue CAGR (3Y) – -40.7% 110.1%
Gross profit growth (1Y) 39.0% -400.0% 96.0%
Gross profit CAGR (3Y) – – 120.4%
Operating income growth (1Y) 19.2% -16.0% 105.9%
Operating income CAGR (3Y) – 19.0% 163.5%
Net income growth (1Y) 66.7% -11.1% 122.7%
Net income CAGR (3Y) – 20.1% 165.3%
EPS growth (1Y) 86.9% -0.4% 125.0%
EPS CAGR (3Y) – 32.8% 167.9%
Operating cash flow growth (1Y) -55.2% -18.9% 74.4%
Operating cash flow CAGR (3Y) – -4.4% 124.3%
Free cash flow growth (1Y) -55.2% -25.0% 76.3%
Free cash flow CAGR (3Y) – -6.4% 130.9%

Profitability

14 metrics
MetricPONYAURNVDA
Gross margin 16.2% -400.0% 74.7%
EBITDA margin – -18,780% 66.4%
Operating margin -214.0% -19,400% 65.2%
Pretax margin -68.0% -18,000% 75.8%
Net margin -109.6% -18,000% 63.7%
FCF margin -162.8% -15,020% 41.9%
Operating cash flow margin -162.8% -13,580% 44.3%
Return on equity – -46.0% 90.9%
Return on assets – -41.4% 66.5%
Return on invested capital – – 71.1%
Return on capital employed – -47.0% 80.0%
Asset turnover – 0.0x 1.0x
Cash conversion (OCF / net income) 2.0x 0.8x 0.7x
Stock comp / revenue – 4,100% 2.4%

Financial Health

11 metrics
MetricPONYAURNVDA
Debt / assets – – 10.4%
Debt / equity – – 0.1x
Net debt / EBITDA – – -0.2x
Debt / FCF – – 0.3x
Liabilities / assets 9.4% 9.9% 28.5%
Equity / assets 90.6% 90.1% 71.5%
Interest coverage – – –
Current ratio 15.9x 11.4x 4.6x
Quick ratio 15.1x 11.1x 3.0x
Cash ratio 14.4x 11.1x 1.5x
Altman Z-score – 22.78 38.73

Shareholder Returns

7 metrics
MetricPONYAURNVDA
Dividend yield – – 0.2%
Net buyback yield – -7.6% 1.0%
Shareholder yield – -7.6% 1.3%
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.

ConsensusPONYAURNVDA
Forward P/E – – 24.7xFY2026
EPS, next fiscal year $-0.61FY2026 $-0.51FY2026 $8.76FY2026
EPS growth, next FY – – +83.6%FY2026
EPS growth, the year after – – +91.8%
Revenue, next fiscal year $144.05MFY2026 $14.39MFY2026 $383.27BFY2026
Revenue growth, next FY +60.1%FY2026 +379.8%FY2026 +77.5%FY2026
Revenue growth, the year after +110.8% +1,192.9% +85.7%

Institutional Ownership

13F filings, quarter ended Jun 30, 2026
HoldersPONYAURNVDA
Held by institutions 35.9% 84.5% 69.0%
Institutions holding 155 460 5,922
Change in shares held, QoQ +22.5% +3.8% +4.0%
Institutions buying 101 279 3,278
Institutions selling 33 100 2,313
Buyers to sellers 3.06 2.79 1.42

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.

PONYAURNVDA
PONY 1.00 0.44 0.40
AUR 0.44 1.00 0.33
NVDA 0.40 0.33 1.00

Add a Peer

Largest companies in the same industry

Related Comparisons

Frequently Asked Questions

Which is bigger, PONY, AUR and NVDA?

Nvidia (NVDA) is the largest by market capitalisation: Pony AI (PONY) $1.91B, Aurora Innovation (AUR) $10.15B, Nvidia (NVDA) $5.27T.

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%, Nvidia (NVDA) +83.4%.

Which company is more profitable?

Nvidia (NVDA) has the highest net margin (Pony AI (PONY) -109.6%, Aurora Innovation (AUR) -18,000.0%, Nvidia (NVDA) 63.7%).

Which stock has performed better?

Over the past year Nvidia (NVDA) returned the most: Pony AI (PONY) -72.6%, Aurora Innovation (AUR) -5.4%, Nvidia (NVDA) +16.0%. Over five years, Nvidia (NVDA) compounded fastest (Aurora Innovation (AUR) -13.4%/yr, Nvidia (NVDA) +54.7%/yr). Returns are price only, before dividends.

Which stock is riskier?

By one-year price volatility, Nvidia (NVDA) has been the steadiest (Pony AI (PONY) 67.4%, Aurora Innovation (AUR) 67.0%, Nvidia (NVDA) 37.8%). Volatility measures how widely the price swings, not the risk of the business.

Which is the better stock, PONY, AUR and NVDA?

There is no single answer; it depends on what you are buying for. On the 12 head-to-head measures on this page, Nvidia (NVDA) leads on 5. 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.