LIN vs ALTO vs BSIN Stock Comparison

Linde, Alto Ingredients and Big Sky Industrial Prices as of Oct 23, 2026 Peers: Industry group
LIN Linde Plc
$508.83 +8.3% 1M +13.1% 1Y
Market cap
$234.80B
P/E
32.4x
Revenue (TTM)
$35.45B
Div. yield
0.01%
Industrial Gases Basic Materials
6 wins
ALTO Alto Ingredients, Inc.
$3.61 -3.2% 1M +234.3% 1Y
Market cap
$276.46M
P/E
5.5x
Revenue (TTM)
$943.33M
Div. yield
–
Specialty Chemicals Basic Materials
4 wins
BSIN Big Sky Industrial Inc.
$1.55 +5.4% 1M +26.0% 1Y
Market cap
$82.78M
P/E
–
Revenue (TTM)
$6.87M
Div. yield
–
Oil and Gas Exploration and Production Energy
1 win

Head to Head

11 decided of 12

Linde leads on 6 of the 12 questions below (Linde 6, Alto Ingredients 4, Big Sky Industrial 1). Which ones matter depends on what you are buying for; a cheap multiple and slow growth often come together.

QuestionLINALTOBSINLeader
Larger companyMarket capitalisation $234.80B $276.46M $82.78M LIN
Cheaper on earningsLower P/E, profitable companies only 32.4x 5.5x -7.8x ALTO
Cheaper on forward earningsLower price / next fiscal year consensus EPS 30.4x 9.8x — ALTO
Faster revenue growthRevenue growth, trailing twelve months +6.6% +1.1% -48.7% LIN
More profitableNet margin, trailing twelve months 20.4% 5.4% -155.3% LIN
Better return on capitalReturn on invested capital 10.8% — -25.6% LIN
Less leveragedLower net debt / EBITDA 1.8x 0.6x 0.2x BSIN
Higher dividend yieldTrailing dividend yield 0.01% 0.00% 0.00% –
Better 1-year returnPrice return, last 12 months +13.1% +234.3% +26.0% ALTO
Better 5-year returnAnnualised price return, 5 years +10.1%/yr -8.8%/yr -16.5%/yr LIN
Less volatileAnnualised volatility, 1 year 19.2% 86.5% 74.8% LIN
Higher overall scoreMean of the five percentile scores vs peers 59/100 85/100 24/100 ALTO

Percentile Scorecard

LINALTOBSIN

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

AxisLINALTOBSIN
Valuation 20 #75 of 94 100 #1 of 94 10 #89 of 99
Growth 66 #32 of 92 96 #5 of 92 20 #78 of 97
Profitability 94 #6 of 89 66 #31 of 89 8 #88 of 96
Financial Health 52 #47 of 97 79 #21 of 97 71 #30 of 102
Shareholder Returns 64 #26 of 70 – 8 #70 of 76
Overall 59 85 24
  • LIN ranked among 99 companies in Chemicals
  • ALTO ranked among 99 companies in Chemicals
  • BSIN ranked among 103 companies in Oil and Gas Upstream

Price Performance

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

Returns

PeriodLINALTOBSINSPY
1 month +8.3%-3.2%+5.4% -1.0%
3 months -0.7%-22.2%+21.1% +2.9%
6 months -0.3%-32.1%+66.7% +6.4%
Year to date +19.3%+25.3%+68.5% +11.4%
1 year +13.1%+234.3%+26.0% +13.1%
3 years +38.5%-7.0%+16.5% +79.4%
3 years, per year +11.5%-2.4%+5.2% +21.5%
5 years +62.0%-37.0%-59.4% +67.7%
5 years, per year +10.1%-8.8%-16.5% +10.9%
10 years +324.4%-51.5%-91.1% +255.2%
10 years, per year +15.6%-7.0%-21.5% +13.5%

Risk

MeasureLINALTOBSINSPY
Volatility, 1Y 19.2%86.5%74.8% 12.7%
Downside volatility, 1Y 19.5%68.1%76.0% 12.7%
Beta vs S&P 500, 1Y 0.050.28-0.68 1.00
Return / volatility, 1Y 0.682.710.35 1.03
Max drawdown, 5Y -23.7%-89.1%-91.2% -25.4%
From 52-week high -6.9%-39.7%-6.1% -2.5%
52-week high $546.64$5.99$1.65 $779.14
52-week low $389.38$1.01$0.69 $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.

MultipleLINALTOBSIN
P/E now vs peer median 32.5xmedian 21.5x 5.4xmedian 21.5x -7.6xmedian 13.1x
P/S now vs peer median 6.6xmedian 1.4x 0.3xmedian 1.4x 11.8xmedian 2.0x
EV/EBITDA now vs peer median 19.5xmedian 12.4x 5.1xmedian 12.4x -10.0xmedian 5.7x
P/FCF now vs peer median 47.1xmedian 15.5x 5.6xmedian 15.5x -18.7xmedian 11.1x
P/B now vs peer median 5.8xmedian 1.6x 1.1xmedian 1.6x 2.2xmedian 1.5x
PEG now vs peer median 3.07median 1.70 0.14median 1.70 0.06median 2.24

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 monthsLINALTOBSIN
Revenue $35.45B $943.33M $6.87M
Gross profit $17.14B $64.51M –
Operating income $9.38B $35.61M -$10.56M
Net income $7.26B $51.99M -$10.67M
Free cash flow $4.98B $49.94M -$4.35M
R&D $146.00M – $406.00K
EPS (diluted) $15.59 $0.66 $-0.20
Cash & equivalents $4.90B $23.96M $5.99M
Total debt $28.01B $60.47M $9.50M
Shares (diluted) 464.52M 77.07M 52.39M
Enterprise value $216.38B $176.26M $63.76M

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
MetricLINALTOBSIN
P/E 32.5x 5.4x -7.6x
P/FCF 47.1x 5.6x -18.7x
P/Operating cash flow 22.4x 4.3x -19.1x
P/S 6.6x 0.3x 11.8x
P/B 5.8x 1.1x 2.2x
P/Tangible book 8.1x 1.1x 2.2x
EV/EBITDA 19.5x 5.1x -10.0x
EV/EBIT 27.5x 8.9x -7.6x
EV/Revenue 7.3x 0.3x 11.6x
EV/FCF 51.8x 6.3x -18.3x
EV/Operating cash flow 24.6x 4.9x -18.7x
PEG (3Y EPS CAGR) 3.07 0.14 0.06

Growth

14 metrics
MetricLINALTOBSIN
Revenue growth (1Y) 6.6% 1.1% -48.7%
Revenue CAGR (3Y) 2.3% -10.1% -43.7%
Gross profit growth (1Y) 6.4% 7,720% –
Gross profit CAGR (3Y) 5.4% 63.6% –
Operating income growth (1Y) 5.4% 162.4% 58.2%
Operating income CAGR (3Y) 9.0% 37.3% -32.3%
Net income growth (1Y) 8.1% 177.8% 54.2%
Net income CAGR (3Y) 8.2% 40.6% -93.9%
EPS growth (1Y) 10.0% 172.1% 71.4%
EPS CAGR (3Y) 10.6% 39.5% -132.5%
Operating cash flow growth (1Y) 5.8% 731.1% -128.5%
Operating cash flow CAGR (3Y) 6.1% 63.4% -35.6%
Free cash flow growth (1Y) -1.9% 481.7% 0.1%
Free cash flow CAGR (3Y) -2.7% 38.9% 29.3%

Profitability

14 metrics
MetricLINALTOBSIN
Gross margin 48.3% 6.8% –
EBITDA margin 37.2% 6.6% -116.0%
Operating margin 26.5% 3.8% -153.7%
Pretax margin 26.4% 5.4% -155.2%
Net margin 20.4% 5.4% -155.3%
FCF margin 14.0% 5.3% -63.4%
Operating cash flow margin 29.6% 6.9% -62.1%
Return on equity 18.3% 20.2% -28.3%
Return on assets 8.4% 13.1% -19.2%
Return on invested capital 10.8% – -25.6%
Return on capital employed 13.2% 10.4% -21.5%
Asset turnover 0.4x 2.4x 0.1x
Cash conversion (OCF / net income) 1.4x 1.3x 0.4x
Stock comp / revenue 0.4% 0.3% 27.7%

Financial Health

11 metrics
MetricLINALTOBSIN
Debt / assets 31.7% 15.2% 8.0%
Debt / equity 0.7x 0.2x 0.1x
Net debt / EBITDA 1.8x 0.6x 0.2x
Debt / FCF 5.6x 1.2x -1.0x
Liabilities / assets 54.0% 34.6% 33.8%
Equity / assets 46.0% 65.4% 66.2%
Interest coverage 37.4x 3.8x –
Current ratio 0.9x 3.2x 1.2x
Quick ratio 0.7x 1.8x 1.0x
Cash ratio 0.3x 0.5x 0.9x
Altman Z-score 3.97 1.42 -3.33

Shareholder Returns

7 metrics
MetricLINALTOBSIN
Dividend yield 1.2% – –
Net buyback yield 1.7% – -21.1%
Shareholder yield 3.0% – -21.1%
Payout ratio (earnings) 39.7% – –
Payout ratio (FCF) 57.8% – –
Dividend growth (1Y) 5.3% – –
Dividend CAGR (3Y) 6.1% – –

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.

ConsensusLINALTOBSIN
Forward P/E 30.4xFY2026 9.8xFY2026 –
EPS, next fiscal year $16.76FY2026 $0.37FY2026 $-0.21FY2026
EPS growth, next FY +1.9%FY2026 +131.3%FY2026 –
EPS growth, the year after +14.1% -16.2% –
Revenue, next fiscal year $38.84BFY2026 $1.00BFY2026 $6.79MFY2026
Revenue growth, next FY +14.3%FY2026 +9.1%FY2026 -7.6%FY2026
Revenue growth, the year after -4.2% +1.1% +149.4%

Institutional Ownership

13F filings, quarter ended Jun 30, 2026
HoldersLINALTOBSIN
Held by institutions 85.2% 46.3% 14.7%
Institutions holding 2,321 134 39
Change in shares held, QoQ +4.2% +14.2% +63.3%
Institutions buying 1,213 97 28
Institutions selling 764 25 4
Buyers to sellers 1.59 3.88 7.00

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.

LINALTOBSIN
LIN 1.00 -0.06 -0.04
ALTO -0.06 1.00 0.10
BSIN -0.04 0.10 1.00

Add a Peer

Largest companies in the same industry

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Frequently Asked Questions

Which is bigger, LIN, ALTO and BSIN?

Linde (LIN) is the largest by market capitalisation: Linde (LIN) $234.80B, Alto Ingredients (ALTO) $276.46M, Big Sky Industrial (BSIN) $82.78M.

Which stock is cheaper, LIN, ALTO and BSIN?

Alto Ingredients (ALTO) trades on the lowest price-to-earnings ratio (Linde (LIN) 32.4x, Alto Ingredients (ALTO) 5.5x, Big Sky Industrial (BSIN) -7.8x). On next year's consensus earnings, Alto Ingredients (ALTO) is cheapest (Linde (LIN) 30.4x, Alto Ingredients (ALTO) 9.8x). A lower multiple can reflect slower expected growth, so read it next to the growth figures.

Which company is growing faster?

Linde (LIN) grew revenue fastest over the trailing twelve months: Linde (LIN) +6.6%, Alto Ingredients (ALTO) +1.1%, Big Sky Industrial (BSIN) -48.7%.

Which company is more profitable?

Linde (LIN) has the highest net margin (Linde (LIN) 20.4%, Alto Ingredients (ALTO) 5.4%, Big Sky Industrial (BSIN) -155.3%). On return on invested capital, Linde (LIN) leads (Linde (LIN) 10.8%, Big Sky Industrial (BSIN) -25.6%).

Which stock has performed better?

Over the past year Alto Ingredients (ALTO) returned the most: Linde (LIN) +13.1%, Alto Ingredients (ALTO) +234.3%, Big Sky Industrial (BSIN) +26.0%. Over five years, Linde (LIN) compounded fastest (Linde (LIN) +10.1%/yr, Alto Ingredients (ALTO) -8.8%/yr, Big Sky Industrial (BSIN) -16.5%/yr). Returns are price only, before dividends.

Which pays a higher dividend?

Only one of these companies pays a dividend: Linde (LIN) 0.01%, Alto Ingredients (ALTO) 0.00%, Big Sky Industrial (BSIN) 0.00%. Alto Ingredients (ALTO) and Big Sky Industrial (BSIN) pays no regular dividend.

Which stock is riskier?

By one-year price volatility, Linde (LIN) has been the steadiest (Linde (LIN) 19.2%, Alto Ingredients (ALTO) 86.5%, Big Sky Industrial (BSIN) 74.8%). Volatility measures how widely the price swings, not the risk of the business.

Which is the better stock, LIN, ALTO and BSIN?

There is no single answer; it depends on what you are buying for. On the 12 head-to-head measures on this page, Linde (LIN) leads on 6. 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.