WallStSmart

Palantir Technologies Inc. (PLTR)vsResearch Frontiers Incorporated (REFR)

VS

Smart Verdict

WallStSmart Research — data-driven comparison

Palantir Technologies Inc. generates 940844% more annual revenue ($6.16B vs $654,230). PLTR leads profitability with a 49.0% profit margin vs 0.0%. PLTR appears more attractively valued with a PEG of 1.60. PLTR earns a higher WallStSmart Score of 75/100 (B).

PLTR

Strong Buy

75

out of 100

Grade: B

Growth: 10.0Profit: 10.0Value: 2.7Quality: 9.0
Piotroski: 5/9Altman Z: 4.71

REFR

Avoid

15

out of 100

Grade: F

Growth: 5.3Profit: 2.5Value: 5.7Quality: 5.5
Piotroski: 3/9Altman Z: -80.97
IV

Intrinsic Value Comparison

Multi-model valuation · Graham Formula

PLTRSignificantly Overvalued (-83.0%)

Margin of Safety

-83.0%

Fair Value

$91.40

Current Price

$167.23

$75.83 premium

UndervaluedFair: $91.40Overvalued
REFRUndervalued (+78.5%)

Margin of Safety

+78.5%

Fair Value

$4.84

Current Price

$0.39

$4.45 discount

UndervaluedFair: $4.84Overvalued

Key Strengths & Concerns

Side-by-side fundamental analysis

Key Strengths

PLTR6 strengths · Avg: 10.0/10
Market CapQuality
$401.86B10/10

Mega-cap, among the largest globally

Return on EquityProfitability
30.9%10/10

Every $100 of equity generates 31 in profit

Profit MarginProfitability
49.0%10/10

Keeps 49 of every $100 in revenue as profit

Operating MarginProfitability
47.1%10/10

Strong operational efficiency at 47.1%

Revenue GrowthGrowth
92.8%10/10

Revenue surging 92.8% year-over-year

EPS GrowthGrowth
215.4%10/10

Earnings expanding 215.4% YoY

REFR0 strengths · Avg: 0/10

No standout strengths identified

Areas to Watch

PLTR3 concerns · Avg: 2.7/10
PEG RatioValuation
1.604/10

Expensive relative to growth rate

P/E RatioValuation
141.7x2/10

Premium valuation, high expectations priced in

Price/BookValuation
41.1x2/10

Trading at 41.1x book value

REFR4 concerns · Avg: 3.5/10
Price/BookValuation
13.0x4/10

Trading at 13.0x book value

EPS GrowthGrowth
0.0%4/10

0.0% earnings growth

Market CapQuality
$14.02M3/10

Smaller company, higher risk/reward

Profit MarginProfitability
0.0%3/10

0.0% margin — thin

Comparative Analysis Report

WallStSmart Research

Bull Case : PLTR

The strongest argument for PLTR centers on Market Cap, Return on Equity, Profit Margin. Profitability is solid with margins at 49.0% and operating margin at 47.1%. Revenue growth of 92.8% demonstrates continued momentum.

Bull Case : REFR

REFR has a balanced fundamental profile.

Bear Case : PLTR

The primary concerns for PLTR are PEG Ratio, P/E Ratio, Price/Book. A P/E of 141.7x leaves little room for execution misses.

Bear Case : REFR

The primary concerns for REFR are Price/Book, EPS Growth, Market Cap.

Key Dynamics to Monitor

PLTR profiles as a growth stock while REFR is a value play — different risk/reward profiles.

PLTR carries more volatility with a beta of 1.62 — expect wider price swings.

PLTR is growing revenue faster at 92.8% — sustainability is the question.

PLTR generates stronger free cash flow (1.2B), providing more financial flexibility.

Bottom Line

PLTR scores higher overall (75/100 vs 15/100), backed by strong 49.0% margins and 92.8% revenue growth. REFR offers better value entry with a 78.5% margin of safety. Both earn "Strong 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.

Palantir Technologies Inc.

TECHNOLOGY · SOFTWARE - INFRASTRUCTURE · USA

Palantir Technologies Inc. creates and implements software platforms for the intelligence community in the United States to assist in counterterrorism investigations and operations. The company is headquartered in Denver, Colorado.

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Research Frontiers Incorporated

TECHNOLOGY · ELECTRONIC COMPONENTS · USA

Research Frontiers Incorporated develops and markets technology and devices to control the flow of light globally. The company is headquartered in Woodbury, New York.

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