WallStSmart

Oklo Inc. (OKLO)vsWilliams Companies Inc (WMB)

VS

Smart Verdict

WallStSmart Research — data-driven comparison

WMB leads profitability with a 23.1% profit margin vs 0.0%. WMB earns a higher WallStSmart Score of 65/100 (C+).

OKLO

Avoid

29

out of 100

Grade: F

Growth: 5.7Profit: 3.0Value: 5.0Quality: 7.3
Piotroski: 3/9Altman Z: 3.53

WMB

Buy

65

out of 100

Grade: C+

Growth: 6.0Profit: 8.0Value: 4.3Quality: 3.3
Piotroski: 3/9Altman Z: 0.37

Key Strengths & Concerns

Side-by-side fundamental analysis

Key Strengths

OKLO2 strengths · Avg: 9.0/10
Altman Z-ScoreHealth
3.5310/10

Safe zone — low bankruptcy risk

EPS GrowthGrowth
29.7%8/10

Earnings expanding 29.7% YoY

WMB4 strengths · Avg: 9.0/10
Operating MarginProfitability
33.6%10/10

Strong operational efficiency at 33.6%

Market CapQuality
$89.22B9/10

Large-cap with strong market position

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

OKLO4 concerns · Avg: 3.3/10
Revenue GrowthGrowth
0.0%4/10

0.0% revenue growth

Profit MarginProfitability
0.0%3/10

0.0% margin — thin

Operating MarginProfitability
0.0%3/10

Operating margin of 0.0%

Piotroski F-ScoreQuality
3/93/10

Weak financial health signals

WMB4 concerns · Avg: 3.3/10
PEG RatioValuation
2.484/10

Expensive relative to growth rate

P/E RatioValuation
32.0x4/10

Premium valuation, high expectations priced in

Piotroski F-ScoreQuality
3/93/10

Weak financial health signals

Altman Z-ScoreHealth
0.372/10

Distress zone — elevated risk

Comparative Analysis Report

WallStSmart Research

Bull Case : OKLO

The strongest argument for OKLO centers on Altman Z-Score, EPS Growth.

Bull Case : WMB

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

Bear Case : OKLO

The primary concerns for OKLO are Revenue Growth, Profit Margin, Operating Margin.

Bear Case : WMB

The primary concerns for WMB are PEG Ratio, P/E Ratio, Piotroski F-Score.

Key Dynamics to Monitor

OKLO profiles as a value stock while WMB is a mature play — different risk/reward profiles.

OKLO carries more volatility with a beta of 1.18 — expect wider price swings.

WMB is growing revenue faster at 9.0% — sustainability is the question.

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

Bottom Line

WMB scores higher overall (65/100 vs 29/100), backed by strong 23.1% margins. Both earn "Buy" and "Avoid" ratings respectively — the choice depends on your investment horizon and risk tolerance.

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

Oklo Inc.

UTILITIES · UTILITIES - INDEPENDENT POWER PRODUCERS · USA

Oklo Inc. designs and develops fission power plants to provide reliable and commercial-scale energy to customers in the United States. The company is headquartered in Santa Clara, California.

Visit Website →

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.

Want to dig deeper into these stocks?