PONY vs NBIS vs AUR Stock Comparison

Pony AI, Nebius and Aurora Innovation Prices as of Oct 26, 2026 Peers: Industry group
PONY Pony AI Inc.
$5.05 -26.7% 1M -72.6% 1Y
Market cap
$1.92B
P/E
–
Revenue (TTM)
$125.04M
Div. yield
–
Autonomous Driving Technology
1 win
NBIS Nebius Group N.V.
$153.27 -35.4% 1M +30.7% 1Y
Market cap
$41.43B
P/E
46.3x
Revenue (TTM)
$1.36B
Div. yield
–
Cloud Platforms Technology
4 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
1 win

Head to Head

6 decided of 12

Nebius leads on 4 of the 12 questions below (Nebius 4, 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.

QuestionPONYNBISAURLeader
Larger companyMarket capitalisation $1.92B $41.43B $10.15B NBIS
Cheaper on earningsLower P/E, profitable companies only -14.0x 46.3x -11.3x –
Cheaper on forward earningsLower price / next fiscal year consensus EPS — — — –
Faster revenue growthRevenue growth, trailing twelve months +45.8% +506.9% +400.0% NBIS
More profitableNet margin, trailing twelve months -109.6% 66.1% -18,000.0% NBIS
Better return on capitalReturn on invested capital — -3.3% — –
Less leveragedLower net debt / EBITDA — 3.0x — –
Higher dividend yieldTrailing dividend yield 0.00% 0.00% 0.00% –
Better 1-year returnPrice return, last 12 months -72.6% +30.7% -5.4% NBIS
Better 5-year returnAnnualised price return, 5 years — — -13.4%/yr –
Less volatileAnnualised volatility, 1 year 67.4% 107.0% 67.0% AUR
Higher overall scoreMean of the five percentile scores vs peers 76/100 66/100 41/100 PONY

Percentile Scorecard

PONYNBISAUR

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

AxisPONYNBISAUR
Valuation 67 #5 of 13 78 #9 of 38 25 #10 of 13
Growth 82 #3 of 12 34 #24 of 36 55 #6 of 12
Profitability 73 #4 of 12 76 #9 of 34 9 #11 of 12
Financial Health 83 #3 of 13 76 #10 of 38 75 #4 of 13
Shareholder Returns – – –
Overall 76 66 41
  • PONY ranked among 14 companies in Robotics and Automation
  • NBIS ranked among 39 companies in Cloud Computing
  • AUR 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

PeriodPONYNBISAURSPY
1 month -26.7%-35.4%-19.4% -0.8%
3 months -31.6%-18.4%-21.6% +3.5%
6 months -52.1%+5.7%-2.8% +7.0%
Year to date -65.2%+83.1%+26.8% +12.2%
1 year -72.6%+30.7%-5.4% +13.0%
3 years ——+183.1% +86.3%
3 years, per year ——+41.5% +23.1%
5 years ——-51.2% +68.6%
5 years, per year ——-13.4% +11.0%

Risk

MeasurePONYNBISAURSPY
Volatility, 1Y 67.4%107.0%67.0% 12.7%
Downside volatility, 1Y 70.6%98.4%67.9% 12.7%
Beta vs S&P 500, 1Y 2.823.782.96 1.00
Return / volatility, 1Y -1.080.29-0.08 1.02
Max drawdown, 5Y -82.4%-58.3%-93.3% -25.4%
From 52-week high -76.9%-46.5%-42.0% -1.8%
52-week high $21.87$286.69$8.40 $779.14
52-week low $4.93$73.87$3.77 $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.

MultiplePONYNBISAUR
P/E now vs peer median -14.0x 41.5xmedian 29.6x -10.7x
P/S now vs peer median 17.5xmedian 17.8x 28.6xmedian 4.2x 1,946xmedian 17.8x
EV/EBITDA now vs peer median — 231.6xmedian 24.2x -9.1x
P/FCF now vs peer median -10.8xmedian 14.0x 2.4xmedian 15.1x -13.0xmedian 14.0x
P/B now vs peer median 1.4xmedian 1.0x 3.8xmedian 3.9x 5.0xmedian 1.0x
PEG now vs peer median — -0.59median 0.38 -0.33

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 monthsPONYNBISAUR
Revenue $125.04M $1.36B $5.00M
Gross profit $20.29M $1.01B -$20.00M
Operating income -$267.63M -$668.60M -$970.00M
Net income -$99.78M $61.60M -$900.00M
Free cash flow -$203.60M $16.40B -$751.00M
R&D $225.02M $356.40M $779.00M
EPS (diluted) $-0.36 $3.17 $-0.46
Cash & equivalents $327.11M $8.04B $136.00M
Total debt – $25.23B –
Shares (diluted) 379.91M 282.72M 1.98B
Enterprise value $1.92B $14.87B $5.18B

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
MetricPONYNBISAUR
P/E -14.0x 41.5x -10.7x
P/FCF -10.8x 2.4x -13.0x
P/Operating cash flow -10.8x 7.4x -14.3x
P/S 17.5x 28.6x 1,946x
P/B 1.4x 3.8x 5.0x
P/Tangible book 1.4x 3.8x 7.3x
EV/EBITDA – 231.6x -9.1x
EV/EBIT -4.0x -58.8x -8.8x
EV/Revenue 8.6x 29.0x 1,703x
EV/FCF -5.3x 2.4x -11.3x
EV/Operating cash flow -5.3x 7.5x -12.5x
PEG (3Y EPS CAGR) – -0.59 -0.33

Growth

14 metrics
MetricPONYNBISAUR
Revenue growth (1Y) 45.8% 506.9% 400.0%
Revenue CAGR (3Y) – -83.4% -40.7%
Gross profit growth (1Y) 39.0% 631.9% -400.0%
Gross profit CAGR (3Y) – -81.7% –
Operating income growth (1Y) 19.2% -49.0% -16.0%
Operating income CAGR (3Y) – -26.7% 19.0%
Net income growth (1Y) 66.7% -73.4% -11.1%
Net income CAGR (3Y) – -90.6% 20.1%
EPS growth (1Y) 86.9% 318.1% -0.4%
EPS CAGR (3Y) – -70.8% 32.8%
Operating cash flow growth (1Y) -55.2% 1,193% -18.9%
Operating cash flow CAGR (3Y) – -55.8% -4.4%
Free cash flow growth (1Y) -55.2% 1,310% -25.0%
Free cash flow CAGR (3Y) – -47.1% -6.4%

Profitability

14 metrics
MetricPONYNBISAUR
Gross margin 16.2% 74.3% -400.0%
EBITDA margin – 12.5% -18,780%
Operating margin -214.0% -49.3% -19,400%
Pretax margin -68.0% 5.3% -18,000%
Net margin -109.6% 66.1% -18,000%
FCF margin -162.8% 1,210% -15,020%
Operating cash flow margin -162.8% 388.0% -13,580%
Return on equity – 0.7% -46.0%
Return on assets – 0.2% -41.4%
Return on invested capital – -3.3% –
Return on capital employed – -2.9% -47.0%
Asset turnover – 0.1x 0.0x
Cash conversion (OCF / net income) 2.0x 85.4x 0.8x
Stock comp / revenue – 13.9% 4,100%

Financial Health

11 metrics
MetricPONYNBISAUR
Debt / assets – 30.6% –
Debt / equity – 0.8x –
Net debt / EBITDA – 3.0x –
Debt / FCF – 0.5x –
Liabilities / assets 9.4% 63.0% 9.9%
Equity / assets 90.6% 37.0% 90.1%
Interest coverage – -2.8x –
Current ratio 15.9x 4.0x 11.4x
Quick ratio 15.1x 3.5x 11.1x
Cash ratio 14.4x 3.4x 11.1x
Altman Z-score – 1.79 22.78

Shareholder Returns

7 metrics
MetricPONYNBISAUR
Dividend yield – – –
Net buyback yield – 7,333% -7.6%
Shareholder yield – 7,333% -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.

ConsensusPONYNBISAUR
EPS, next fiscal year $-0.61FY2026 $-1.82FY2026 $-0.51FY2026
Revenue, next fiscal year $144.05MFY2026 $3.25BFY2026 $14.39MFY2026
Revenue growth, next FY +60.1%FY2026 +514.3%FY2026 +379.8%FY2026
Revenue growth, the year after +110.8% +246.0% +1,192.9%

Institutional Ownership

13F filings, quarter ended Jun 30, 2026
HoldersPONYNBISAUR
Held by institutions 35.9% 66.4% 84.5%
Institutions holding 155 1,052 460
Change in shares held, QoQ +22.5% +29.6% +3.8%
Institutions buying 101 694 279
Institutions selling 33 274 100
Buyers to sellers 3.06 2.53 2.79

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.

PONYNBISAUR
PONY 1.00 0.37 0.44
NBIS 0.37 1.00 0.42
AUR 0.44 0.42 1.00

Add a Peer

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Frequently Asked Questions

Which is bigger, PONY, NBIS and AUR?

Nebius (NBIS) is the largest by market capitalisation: Pony AI (PONY) $1.92B, Nebius (NBIS) $41.43B, Aurora Innovation (AUR) $10.15B.

Which company is growing faster?

Nebius (NBIS) grew revenue fastest over the trailing twelve months: Pony AI (PONY) +45.8%, Nebius (NBIS) +506.9%, Aurora Innovation (AUR) +400.0%.

Which company is more profitable?

Nebius (NBIS) has the highest net margin (Pony AI (PONY) -109.6%, Nebius (NBIS) 66.1%, Aurora Innovation (AUR) -18,000.0%).

Which stock has performed better?

Over the past year Nebius (NBIS) returned the most: Pony AI (PONY) -72.6%, Nebius (NBIS) +30.7%, Aurora Innovation (AUR) -5.4%. Returns are price only, before dividends.

Which stock is riskier?

By one-year price volatility, Aurora Innovation (AUR) has been the steadiest (Pony AI (PONY) 67.4%, Nebius (NBIS) 107.0%, Aurora Innovation (AUR) 67.0%). Volatility measures how widely the price swings, not the risk of the business.

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

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