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STAI vs LIN vs APD vs SAIC

Revenue, margins, valuation, and 5-year total return — side by side.

Live fundamentals10-year financials5-year price chart
STAI
ScanTech AI Systems Inc.

Construction Materials

Basic MaterialsNASDAQ • US
Market Cap$4M
5Y Perf.-99.1%
LIN
Linde plc

Chemicals - Specialty

Basic MaterialsNASDAQ • GB
Market Cap$228.85B
5Y Perf.+38.9%
APD
Air Products and Chemicals, Inc.

Chemicals - Specialty

Basic MaterialsNYSE • US
Market Cap$65.68B
5Y Perf.+2.7%
SAIC
Science Applications International Corporation

Information Technology Services

TechnologyNASDAQ • US
Market Cap$4.24B
5Y Perf.-12.4%

STAI vs LIN vs APD vs SAIC — Key Financials

Market cap, revenue, margins, and valuation side-by-side.

Company Snapshot
STAI logoSTAI
LIN logoLIN
APD logoAPD
SAIC logoSAIC
IndustryConstruction MaterialsChemicals - SpecialtyChemicals - SpecialtyInformation Technology Services
Market Cap$4M$228.85B$65.68B$4.24B
Revenue (TTM)$543M$34.66B$12.46B$7.26B
Net Income (TTM)$-23.06B$7.13B$2.11B$358M
Gross Margin0.1%46.0%32.0%12.0%
Operating Margin-16.4%28.8%18.4%7.1%
Forward P/E27.7x22.5x9.3x
Total Debt$50M$26.99B$18.41B$217M
Cash & Equiv.$22K$5.06B$1.86B$182M

STAI vs LIN vs APD vs SAICLong-Term Stock Performance

Price return indexed to 100 at period start. Dividends excluded.

STAI
LIN
APD
SAIC
StockMar 23May 26Return
ScanTech AI Systems… (STAI)1000.9-99.1%
Linde plc (LIN)100138.9+38.9%
Air Products and Ch… (APD)100102.7+2.7%
Science Application… (SAIC)10087.6-12.4%

Price return only. Dividends and distributions are not included.

Quick Verdict: STAI vs LIN vs APD vs SAIC

Each card shows where this stock fits in a portfolio — not just who wins on paper.

Bottom line: LIN leads in 4 of 7 categories, making it the strongest pick for growth and revenue expansion and profitability and margin quality. Air Products and Chemicals, Inc. is the stronger pick specifically for dividend income and shareholder returns and recent price momentum and sentiment. SAIC also leads in specific categories worth noting. This set spans 2 sectors — these stocks serve different portfolio roles, not just different price points.
STAI
ScanTech AI Systems Inc.
The Lower-Volatility Pick

STAI lags the leaders in this set but could rank higher in a more targeted comparison.

Best for: basic materials exposure
LIN
Linde plc
The Growth Play

LIN carries the broadest edge in this set and is the clearest fit for growth exposure and long-term compounding.

  • Rev growth 3.0%, EPS growth 7.1%, 3Y rev CAGR 0.6%
  • 375.2% 10Y total return vs APD's 166.4%
  • 3.0% revenue growth vs STAI's -522.8%
  • 20.6% margin vs STAI's -42.4%
Best for: growth exposure and long-term compounding
APD
Air Products and Chemicals, Inc.
The Income Pick

APD is the #2 pick in this set and the best alternative if income & stability and defensive is your priority.

  • Dividend streak 29 yrs, beta 0.45, yield 2.4%
  • Beta 0.45, yield 2.4%, current ratio 1.38x
  • 2.4% yield, 29-year raise streak, vs LIN's 1.2%, (1 stock pays no dividend)
  • +14.2% vs STAI's -94.1%
Best for: income & stability and defensive
SAIC
Science Applications International Corporation
The Defensive Pick

SAIC is the clearest fit if your priority is sleep-well-at-night and valuation efficiency.

  • Lower volatility, beta 0.26, Low D/E 14.5%, current ratio 1.20x
  • PEG 0.56 vs LIN's 1.09
  • Lower P/E (9.3x vs 22.5x)
Best for: sleep-well-at-night and valuation efficiency
See the full category breakdown
CategoryWinnerWhy
GrowthLIN logoLIN3.0% revenue growth vs STAI's -522.8%
ValueSAIC logoSAICLower P/E (9.3x vs 22.5x)
Quality / MarginsLIN logoLIN20.6% margin vs STAI's -42.4%
Stability / SafetyLIN logoLINBeta 0.24 vs STAI's 0.65
DividendsAPD logoAPD2.4% yield, 29-year raise streak, vs LIN's 1.2%, (1 stock pays no dividend)
Momentum (1Y)APD logoAPD+14.2% vs STAI's -94.1%
Efficiency (ROA)LIN logoLIN8.3% ROA vs STAI's -5.6K%

STAI vs LIN vs APD vs SAIC — Revenue Breakdown by Segment

How each company's revenue is distributed across its business units

STAIScanTech AI Systems Inc.

Segment breakdown not available.

LINLinde plc
FY 2025
Americas Segment
45.9%$15.2B
EMEA Segment
25.8%$8.5B
APAC Segment
20.1%$6.7B
Engineering Segment
8.2%$2.7B
APDAir Products and Chemicals, Inc.
FY 2025
On-site
51.3%$6.2B
Merchant
44.3%$5.3B
Sale of Equipment
4.3%$520M
SAICScience Applications International Corporation
FY 2025
Defense And Intelligence
100.0%$5.7B

STAI vs LIN vs APD vs SAIC — Financial Metrics

Side-by-side numbers across 4 stocks — who leads on profitability, valuation, growth, and risk.

BEST OVERALLLINLAGGINGSTAI

Income & Cash Flow (Last 12 Months)

LIN leads this category, winning 4 of 6 comparable metrics.

LIN is the larger business by revenue, generating $34.7B annually — 63.8x STAI's $543M. LIN is the more profitable business, keeping 20.6% of every revenue dollar as net income compared to STAI's -42.4%. On growth, STAI holds the edge at +65.5% YoY revenue growth, suggesting stronger near-term business momentum.

MetricSTAI logoSTAIScanTech AI Syste…LIN logoLINLinde plcAPD logoAPDAir Products and …SAIC logoSAICScience Applicati…
RevenueTrailing 12 months$543M$34.7B$12.5B$7.3B
EBITDAEarnings before interest/tax-$8.9B$12.1B$3.9B$666M
Net IncomeAfter-tax profit-$23.1B$7.1B$2.1B$358M
Free Cash FlowCash after capex-$6.6B$5.1B$1.1B$609M
Gross MarginGross profit ÷ Revenue+0.1%+46.0%+32.0%+12.0%
Operating MarginEBIT ÷ Revenue-16.4%+28.8%+18.4%+7.1%
Net MarginNet income ÷ Revenue-42.4%+20.6%+16.9%+4.9%
FCF MarginFCF ÷ Revenue-12.2%+14.7%+8.9%+8.4%
Rev. Growth (YoY)Latest quarter vs prior year+65.5%+8.2%+8.8%-4.8%
EPS Growth (YoY)Latest quarter vs prior year-69.0%+13.4%+141.1%-6.5%
LIN leads this category, winning 4 of 6 comparable metrics.

Valuation Metrics

SAIC leads this category, winning 6 of 7 comparable metrics.

At 12.2x trailing earnings, SAIC trades at a 64% valuation discount to LIN's 33.8x P/E. Adjusting for growth (PEG ratio), SAIC offers better value at 0.73x vs LIN's 1.33x — a lower PEG means you pay less per unit of expected earnings growth.

MetricSTAI logoSTAIScanTech AI Syste…LIN logoLINLinde plcAPD logoAPDAir Products and …SAIC logoSAICScience Applicati…
Market CapShares × price$4M$228.8B$65.7B$4.2B
Enterprise ValueMkt cap + debt − cash$54M$250.8B$82.2B$4.3B
Trailing P/EPrice ÷ TTM EPS-0.08x33.85x-166.67x12.22x
Forward P/EPrice ÷ next-FY EPS est.27.67x22.46x9.33x
PEG RatioP/E ÷ EPS growth rate1.33x0.73x
EV / EBITDAEnterprise value multiple19.75x119.66x6.43x
Price / SalesMarket cap ÷ Revenue8.01x6.73x5.46x0.58x
Price / BookPrice ÷ Book value/share5.82x3.79x2.92x
Price / FCFMarket cap ÷ FCF44.97x7.34x
SAIC leads this category, winning 6 of 7 comparable metrics.

Profitability & Efficiency

SAIC leads this category, winning 5 of 9 comparable metrics.

SAIC delivers a 23.7% return on equity — every $100 of shareholder capital generates $24 in annual profit, vs $12 for APD. SAIC carries lower financial leverage with a 0.14x debt-to-equity ratio, signaling a more conservative balance sheet compared to APD's 1.06x. On the Piotroski fundamental quality scale (0–9), STAI scores 7/9 vs APD's 2/9, reflecting strong financial health.

MetricSTAI logoSTAIScanTech AI Syste…LIN logoLINLinde plcAPD logoAPDAir Products and …SAIC logoSAICScience Applicati…
ROE (TTM)Return on equity+17.8%+11.9%+23.7%
ROA (TTM)Return on assets-5585.9%+8.3%+5.1%+6.8%
ROICReturn on invested capital+11.3%-2.0%+14.2%
ROCEReturn on capital employed-1.0%+13.0%-2.4%+12.5%
Piotroski ScoreFundamental quality 0–97627
Debt / EquityFinancial leverage0.68x1.06x0.14x
Net DebtTotal debt minus cash$50M$21.9B$16.6B$35M
Cash & Equiv.Liquid assets$22,317$5.1B$1.9B$182M
Total DebtShort + long-term debt$50M$27.0B$18.4B$217M
Interest CoverageEBIT ÷ Interest expense-0.72x34.52x12.00x3.99x
SAIC leads this category, winning 5 of 9 comparable metrics.

Total Returns (Dividends Reinvested)

LIN leads this category, winning 4 of 6 comparable metrics.

A $10,000 investment in LIN five years ago would be worth $17,394 today (with dividends reinvested), compared to $89 for STAI. Over the past 12 months, APD leads with a +14.2% total return vs STAI's -94.1%. The 3-year compound annual growth rate (CAGR) favors LIN at 11.8% vs STAI's -79.3% — a key indicator of consistent wealth creation.

MetricSTAI logoSTAIScanTech AI Syste…LIN logoLINLinde plcAPD logoAPDAir Products and …SAIC logoSAICScience Applicati…
YTD ReturnYear-to-date-97.3%+15.5%+19.2%-6.3%
1-Year ReturnPast 12 months-94.1%+11.2%+14.2%-20.9%
3-Year ReturnCumulative with dividends-99.1%+39.7%+7.0%-0.8%
5-Year ReturnCumulative with dividends-99.1%+73.9%+13.2%+12.4%
10-Year ReturnCumulative with dividends-99.1%+375.2%+166.4%+104.4%
CAGR (3Y)Annualised 3-year return-79.3%+11.8%+2.3%-0.3%
LIN leads this category, winning 4 of 6 comparable metrics.

Risk & Volatility

Evenly matched — LIN and APD each lead in 1 of 2 comparable metrics.

LIN is the less volatile stock with a 0.24 beta — it tends to amplify market swings less than STAI's 0.65 beta. A beta below 1.0 means the stock typically moves less than the S&P 500. APD currently trades 96.0% from its 52-week high vs STAI's 1.7% drawdown — a narrower gap to the peak suggests stronger recent price momentum.

MetricSTAI logoSTAIScanTech AI Syste…LIN logoLINLinde plcAPD logoAPDAir Products and …SAIC logoSAICScience Applicati…
Beta (5Y)Sensitivity to S&P 5000.65x0.24x0.45x0.26x
52-Week HighHighest price in past year$5.20$521.28$307.29$124.11
52-Week LowLowest price in past year$0.07$387.78$229.11$81.08
% of 52W HighCurrent price vs 52-week peak+1.7%+94.7%+96.0%+75.8%
RSI (14)Momentum oscillator 0–10030.551.755.046.3
Avg Volume (50D)Average daily shares traded16K2.3M1.2M563K
Evenly matched — LIN and APD each lead in 1 of 2 comparable metrics.

Analyst Outlook

APD leads this category, winning 2 of 2 comparable metrics.

Analyst consensus: LIN as "Buy", APD as "Buy", SAIC as "Hold". Consensus price targets imply 9.3% upside for LIN (target: $540) vs 3.6% for SAIC (target: $98). For income investors, APD offers the higher dividend yield at 2.41% vs LIN's 1.21%.

MetricSTAI logoSTAIScanTech AI Syste…LIN logoLINLinde plcAPD logoAPDAir Products and …SAIC logoSAICScience Applicati…
Analyst RatingConsensus buy/hold/sellBuyBuyHold
Price TargetConsensus 12-month target$539.71$312.78$97.50
# AnalystsCovering analysts284218
Dividend YieldAnnual dividend ÷ price+1.2%+2.4%+1.6%
Dividend StreakConsecutive years of raises6292
Dividend / ShareAnnual DPS$6.00$7.11$1.51
Buyback YieldShare repurchases ÷ mkt cap+0.1%+2.0%0.0%+10.5%
APD leads this category, winning 2 of 2 comparable metrics.
Key Takeaway

LIN leads in 2 of 6 categories (Income & Cash Flow, Total Returns). SAIC leads in 2 (Valuation Metrics, Profitability & Efficiency). 1 tied.

Best OverallLinde plc (LIN)Leads 2 of 6 categories
Loading custom metrics...

STAI vs LIN vs APD vs SAIC: Key Questions Answered

10 questions · data-driven answers · updated daily

01

Is STAI or LIN or APD or SAIC a better buy right now?

For growth investors, Linde plc (LIN) is the stronger pick with 3.

0% revenue growth year-over-year, versus -2. 9% for Science Applications International Corporation (SAIC). Science Applications International Corporation (SAIC) offers the better valuation at 12. 2x trailing P/E (9. 3x forward), making it the more compelling value choice. Analysts rate Linde plc (LIN) a "Buy" — based on 28 analyst ratings — the highest consensus in this comparison. The "better buy" depends entirely on your goals: growth investors should weight revenue trajectory, value investors should weight P/E and PEG, and income investors should weight dividend yield and streak.

02

Which has the better valuation — STAI or LIN or APD or SAIC?

On trailing P/E, Science Applications International Corporation (SAIC) is the cheapest at 12.

2x versus Linde plc at 33. 8x. On forward P/E, Science Applications International Corporation is actually cheaper at 9. 3x. The PEG ratio (P/E divided by earnings growth rate) is the most growth-adjusted single valuation metric: Science Applications International Corporation wins at 0. 56x versus Linde plc's 1. 09x — a PEG below 1. 0 traditionally signals the market is underpricing earnings growth.

03

Which is the better long-term investment — STAI or LIN or APD or SAIC?

Over the past 5 years, Linde plc (LIN) delivered a total return of +73.

9%, compared to -99. 1% for ScanTech AI Systems Inc. (STAI). Over 10 years, the gap is even starker: LIN returned +375. 2% versus STAI's -99. 1%. Past returns do not guarantee future results, and the stock with the higher historical return may already have its best growth priced in.

04

Which is safer — STAI or LIN or APD or SAIC?

By beta (market sensitivity over 5 years), Linde plc (LIN) is the lower-risk stock at 0.

24β versus ScanTech AI Systems Inc. 's 0. 65β — meaning STAI is approximately 171% more volatile than LIN relative to the S&P 500. On balance sheet safety, Science Applications International Corporation (SAIC) carries a lower debt/equity ratio of 14% versus 106% for Air Products and Chemicals, Inc. — giving it more financial flexibility in a downturn.

05

Which is growing faster — STAI or LIN or APD or SAIC?

By revenue growth (latest reported year), Linde plc (LIN) is pulling ahead at 3.

0% versus -2. 9% for Science Applications International Corporation (SAIC). On earnings-per-share growth, the picture is similar: ScanTech AI Systems Inc. grew EPS 35. 2% year-over-year, compared to -110. 3% for Air Products and Chemicals, Inc.. Over a 3-year CAGR, LIN leads at 0. 6% annualised revenue growth. Higher growth typically commands a higher valuation multiple — check whether the premium P/E or P/S is justified by the growth rate using the PEG ratio.

06

Which has better profit margins — STAI or LIN or APD or SAIC?

Linde plc (LIN) is the more profitable company, earning 20.

3% net margin versus -42. 5% for ScanTech AI Systems Inc. — meaning it keeps 20. 3% of every revenue dollar as bottom-line profit. Operating margin tells a similar story: LIN leads at 26. 3% versus -1644. 8% for STAI. At the gross margin level — before operating expenses — LIN leads at 43. 3%, reflecting greater pricing power or product mix advantage. Stronger margins indicate durable pricing power, lower cost of revenue, or higher mix of software/services. They are one of the clearest signs of business quality.

07

Is STAI or LIN or APD or SAIC more undervalued right now?

The PEG ratio (forward P/E divided by expected earnings growth rate) is the most precise measure of undervaluation relative to growth potential.

By this metric, Science Applications International Corporation (SAIC) is the more undervalued stock at a PEG of 0. 56x versus Linde plc's 1. 09x. A PEG below 1. 0 is traditionally considered the threshold for growth-adjusted undervaluation. On forward earnings alone, Science Applications International Corporation (SAIC) trades at 9. 3x forward P/E versus 27. 7x for Linde plc — 18. 3x cheaper on a one-year earnings basis. Analyst consensus price targets imply the most upside for LIN: 9. 3% to $539. 71.

08

Which pays a better dividend — STAI or LIN or APD or SAIC?

In this comparison, APD (2.

4% yield), SAIC (1. 6% yield), LIN (1. 2% yield) pay a dividend. STAI does not pay a meaningful dividend and should not be held primarily for income.

09

Is STAI or LIN or APD or SAIC better for a retirement portfolio?

For long-horizon retirement investors, Linde plc (LIN) is the stronger choice — it scores higher on the combination of lower volatility, dividend reliability, and long-term compounding (low volatility (β 0.

24), 1. 2% yield, +375. 2% 10Y return). Both have compounded well over 10 years (LIN: +375. 2%, STAI: -99. 1%), confirming both are viable long-term holds — but the lower-volatility option typically results in less emotional selling during corrections. Retirement portfolios generally favour predictability over maximum returns. Consult a financial advisor before making allocation decisions.

10

What are the main differences between STAI and LIN and APD and SAIC?

These companies operate in different sectors (STAI (Basic Materials) and LIN (Basic Materials) and APD (Basic Materials) and SAIC (Technology)), which means they face different economic cycles, regulatory environments, and macro sensitivities — making direct comparison nuanced.

In terms of investment character: STAI is a small-cap quality compounder stock; LIN is a large-cap quality compounder stock; APD is a mid-cap quality compounder stock; SAIC is a small-cap deep-value stock. LIN, APD, SAIC pay a dividend while STAI does not, making them suitable for different income and tax situations. These fundamental differences mean investors should not choose between them on a single metric — the "better stock" depends entirely on which of these characteristics aligns with your investment strategy.

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