WallStSmart

Madison Air Solutions Corporation (MAIR)vsWilliams Companies Inc (WMB)

VS

Smart Verdict

WallStSmart Research — data-driven comparison

Williams Companies Inc generates 239% more annual revenue ($12.11B vs $3.57B). WMB leads profitability with a 23.1% profit margin vs 2.6%. WMB trades at a lower P/E of 31.4x. WMB earns a higher WallStSmart Score of 65/100 (C+).

MAIR

Hold

44

out of 100

Grade: D

Growth: 7.3Profit: 7.0Value: 4.0Quality: 5.0
Piotroski: 3/9

WMB

Buy

65

out of 100

Grade: C+

Growth: 6.0Profit: 8.0Value: 4.3Quality: 3.0
Piotroski: 5/9Altman Z: 0.34

Key Strengths & Concerns

Side-by-side fundamental analysis

Key Strengths

MAIR2 strengths · Avg: 10.0/10
Return on EquityProfitability
277.5%10/10

Every $100 of equity generates 277 in profit

Revenue GrowthGrowth
33.8%10/10

Revenue surging 33.8% year-over-year

WMB5 strengths · Avg: 9.0/10
Operating MarginProfitability
33.6%10/10

Strong operational efficiency at 33.6%

Market CapQuality
$87.43B9/10

Large-cap with strong market position

Return on EquityProfitability
21.9%9/10

Every $100 of equity generates 22 in profit

Profit MarginProfitability
23.1%9/10

Keeps 23 of every $100 in revenue as profit

EPS GrowthGrowth
25.0%8/10

Earnings expanding 25.0% YoY

Areas to Watch

MAIR4 concerns · Avg: 3.0/10
EPS GrowthGrowth
0.0%4/10

0.0% earnings growth

Profit MarginProfitability
2.6%3/10

2.6% margin — thin

Piotroski F-ScoreQuality
3/93/10

Weak financial health signals

P/E RatioValuation
111.5x2/10

Premium valuation, high expectations priced in

WMB4 concerns · Avg: 2.8/10
PEG RatioValuation
2.234/10

Expensive relative to growth rate

P/E RatioValuation
31.4x4/10

Premium valuation, high expectations priced in

Altman Z-ScoreHealth
0.342/10

Distress zone — elevated risk

Debt/EquityHealth
2.331/10

Elevated debt levels

Comparative Analysis Report

WallStSmart Research

Bull Case : MAIR

The strongest argument for MAIR centers on Return on Equity, Revenue Growth. Revenue growth of 33.8% demonstrates continued momentum.

Bull Case : WMB

The strongest argument for WMB centers on Operating Margin, Market Cap, Return on Equity. Profitability is solid with margins at 23.1% and operating margin at 33.6%.

Bear Case : MAIR

The primary concerns for MAIR are EPS Growth, Profit Margin, Piotroski F-Score. A P/E of 111.5x leaves little room for execution misses. Thin 2.6% margins leave little buffer for downturns.

Bear Case : WMB

The primary concerns for WMB are PEG Ratio, P/E Ratio, Altman Z-Score. Debt-to-equity of 2.33 is elevated, increasing financial risk.

Key Dynamics to Monitor

MAIR profiles as a hypergrowth stock while WMB is a mature play — different risk/reward profiles.

MAIR is growing revenue faster at 33.8% — sustainability is the question.

WMB generates stronger free cash flow (244M), providing more financial flexibility.

Monitor BUILDING PRODUCTS & EQUIPMENT industry trends, competitive dynamics, and regulatory changes.

Bottom Line

WMB scores higher overall (65/100 vs 44/100), backed by strong 23.1% margins. Both earn "Buy" and "Hold" ratings respectively — the choice depends on your investment horizon and risk tolerance.

This analysis is generated from publicly available financial data. Not financial advice.

Madison Air Solutions Corporation

INDUSTRIALS · BUILDING PRODUCTS & EQUIPMENT · USA

Madison Air Solutions Corporation (MAIR) is a leading provider of innovative air handling and ventilation systems tailored for both residential and commercial applications. The company focuses on delivering high-efficiency air quality solutions that are designed to reduce energy consumption while enhancing indoor environmental quality. With a commitment to sustainability and cutting-edge technology, Madison Air continues to expand its market presence, driven by a strong pipeline of innovative products and strategic partnerships. As the demand for energy-efficient and environmentally-friendly solutions grows, MAIR is well-positioned to capitalize on emerging market opportunities in the HVAC industry.

Williams Companies Inc

ENERGY · OIL & GAS MIDSTREAM · USA

The Williams Companies, Inc., is an American energy company based in Tulsa, Oklahoma. Its core business is natural gas processing and transportation, with additional petroleum and electricity generation assets.

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