WallStSmart

Aeye Inc (LIDR)vsPalantir Technologies Inc. (PLTR)

VS

Smart Verdict

WallStSmart Research — data-driven comparison

Palantir Technologies Inc. generates 1367887% more annual revenue ($6.16B vs $450,000). PLTR leads profitability with a 49.0% profit margin vs 0.0%. PLTR earns a higher WallStSmart Score of 75/100 (B).

LIDR

Avoid

32

out of 100

Grade: F

Growth: 5.3Profit: 2.5Value: 4.0Quality: 7.0
Piotroski: 5/9Altman Z: -1.24

PLTR

Strong Buy

75

out of 100

Grade: B

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

Intrinsic Value Comparison

Multi-model valuation · Graham Formula

LIDRSignificantly Overvalued (-20.1%)

Margin of Safety

-20.1%

Fair Value

$1.39

Current Price

$1.29

$0.10 premium

UndervaluedFair: $1.39Overvalued
PLTRSignificantly Overvalued (-83.0%)

Margin of Safety

-83.0%

Fair Value

$91.40

Current Price

$167.23

$75.83 premium

UndervaluedFair: $91.40Overvalued

Key Strengths & Concerns

Side-by-side fundamental analysis

Key Strengths

LIDR3 strengths · Avg: 10.0/10
Price/BookValuation
0.9x10/10

Reasonable price relative to book value

Revenue GrowthGrowth
818.0%10/10

Revenue surging 818.0% year-over-year

Debt/EquityHealth
0.0210/10

Conservative balance sheet, low leverage

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

Areas to Watch

LIDR4 concerns · Avg: 3.0/10
EPS GrowthGrowth
0.0%4/10

0.0% earnings growth

Market CapQuality
$63.69M3/10

Smaller company, higher risk/reward

Profit MarginProfitability
0.0%3/10

0.0% margin — thin

Return on EquityProfitability
-46.2%2/10

ROE of -46.2% — below average capital efficiency

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

Comparative Analysis Report

WallStSmart Research

Bull Case : LIDR

The strongest argument for LIDR centers on Price/Book, Revenue Growth, Debt/Equity. Revenue growth of 818.0% demonstrates continued momentum.

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.

Bear Case : LIDR

The primary concerns for LIDR are EPS Growth, Market Cap, Profit Margin.

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.

Key Dynamics to Monitor

LIDR profiles as a hypergrowth stock while PLTR is a growth play — different risk/reward profiles.

LIDR carries more volatility with a beta of 2.84 — expect wider price swings.

LIDR is growing revenue faster at 818.0% — 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 32/100), backed by strong 49.0% margins and 92.8% revenue growth. 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.

Aeye Inc

TECHNOLOGY · SOFTWARE - INFRASTRUCTURE · USA

Aeye Inc. (LIDR) is a pioneering technology firm specializing in advanced LiDAR solutions that significantly enhance the capabilities of autonomous vehicles and intelligent infrastructure. By leveraging proprietary artificial intelligence algorithms and adaptive LiDAR systems, the company provides high-performance, cost-effective sensing solutions that prioritize safety and reliability in various real-time applications. With a strong intellectual property portfolio and strategic alliances, Aeye is strategically positioned to capitalize on the growing demand for sophisticated perception systems in both the automotive and smart city sectors, solidifying its position as a leader in the rapidly evolving landscape of autonomous technologies.

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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