WallStSmart

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

VS

Smart Verdict

WallStSmart Research — data-driven comparison

Palantir Technologies Inc. generates 748574% more annual revenue ($5.22B vs $697,790). PLTR leads profitability with a 43.7% profit margin vs 0.0%. PLTR appears more attractively valued with a PEG of 2.30. PLTR earns a higher WallStSmart Score of 73/100 (B).

PLTR

Strong Buy

73

out of 100

Grade: B

Growth: 10.0Profit: 9.5Value: 2.7Quality: 9.0
Piotroski: 5/9Altman Z: 4.62

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 (-78.1%)

Margin of Safety

-78.1%

Fair Value

$76.08

Current Price

$141.70

$65.62 premium

UndervaluedFair: $76.08Overvalued
REFRUndervalued (+80.5%)

Margin of Safety

+80.5%

Fair Value

$5.33

Current Price

$0.74

$4.59 discount

UndervaluedFair: $5.33Overvalued

Key Strengths & Concerns

Side-by-side fundamental analysis

Key Strengths

PLTR6 strengths · Avg: 10.0/10
Market CapQuality
$364.80B10/10

Mega-cap, among the largest globally

Profit MarginProfitability
43.7%10/10

Keeps 44 of every $100 in revenue as profit

Operating MarginProfitability
46.2%10/10

Strong operational efficiency at 46.2%

Revenue GrowthGrowth
84.7%10/10

Revenue surging 84.7% year-over-year

EPS GrowthGrowth
325.0%10/10

Earnings expanding 325.0% YoY

Debt/EquityHealth
0.0310/10

Conservative balance sheet, low leverage

REFR0 strengths · Avg: 0/10

No standout strengths identified

Areas to Watch

PLTR3 concerns · Avg: 2.7/10
PEG RatioValuation
2.304/10

Expensive relative to growth rate

P/E RatioValuation
172.9x2/10

Premium valuation, high expectations priced in

Price/BookValuation
40.1x2/10

Trading at 40.1x book value

REFR4 concerns · Avg: 3.5/10
Price/BookValuation
14.8x4/10

Trading at 14.8x book value

EPS GrowthGrowth
0.0%4/10

0.0% earnings growth

Market CapQuality
$25.73M3/10

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, Profit Margin, Operating Margin. Profitability is solid with margins at 43.7% and operating margin at 46.2%. Revenue growth of 84.7% 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 172.9x 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 1.52 — expect wider price swings.

PLTR is growing revenue faster at 84.7% — sustainability is the question.

PLTR generates stronger free cash flow (892M), providing more financial flexibility.

Bottom Line

PLTR scores higher overall (73/100 vs 15/100), backed by strong 43.7% margins and 84.7% revenue growth. REFR offers better value entry with a 80.5% 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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