WallStSmart

Innoviz Technologies (INVZ)vsModine Manufacturing Company (MOD)

VS

Smart Verdict

WallStSmart Research — data-driven comparison

Modine Manufacturing Company generates 5674% more annual revenue ($3.18B vs $55.09M). MOD leads profitability with a 3.8% profit margin vs -123.1%. MOD earns a higher WallStSmart Score of 61/100 (C+).

INVZ

Avoid

32

out of 100

Grade: F

Growth: 8.0Profit: 2.0Value: 5.0Quality: 5.5
Piotroski: 5/9Altman Z: -8.01

MOD

Buy

61

out of 100

Grade: C+

Growth: 9.3Profit: 6.0Value: 4.3Quality: 6.5
Piotroski: 2/9Altman Z: 2.76

Key Strengths & Concerns

Side-by-side fundamental analysis

Key Strengths

INVZ2 strengths · Avg: 9.0/10
Revenue GrowthGrowth
110.3%10/10

Revenue surging 110.3% year-over-year

Price/BookValuation
2.1x8/10

Reasonable price relative to book value

MOD2 strengths · Avg: 9.0/10
Revenue GrowthGrowth
47.5%10/10

Revenue surging 47.5% year-over-year

EPS GrowthGrowth
47.4%8/10

Earnings expanding 47.4% YoY

Areas to Watch

INVZ4 concerns · Avg: 2.8/10
EPS GrowthGrowth
0.0%4/10

0.0% earnings growth

Market CapQuality
$154.09M3/10

Smaller company, higher risk/reward

Return on EquityProfitability
-136.3%2/10

ROE of -136.3% — below average capital efficiency

Free Cash FlowQuality
$-15.81M2/10

Negative free cash flow — burning cash

MOD4 concerns · Avg: 3.0/10
Price/BookValuation
12.2x4/10

Trading at 12.2x book value

Profit MarginProfitability
3.8%3/10

3.8% margin — thin

Piotroski F-ScoreQuality
2/93/10

Weak financial health signals

P/E RatioValuation
122.0x2/10

Premium valuation, high expectations priced in

Comparative Analysis Report

WallStSmart Research

Bull Case : INVZ

The strongest argument for INVZ centers on Revenue Growth, Price/Book. Revenue growth of 110.3% demonstrates continued momentum.

Bull Case : MOD

The strongest argument for MOD centers on Revenue Growth, EPS Growth. Revenue growth of 47.5% demonstrates continued momentum. PEG of 1.11 suggests the stock is reasonably priced for its growth.

Bear Case : INVZ

The primary concerns for INVZ are EPS Growth, Market Cap, Return on Equity.

Bear Case : MOD

The primary concerns for MOD are Price/Book, Profit Margin, Piotroski F-Score. A P/E of 122.0x leaves little room for execution misses. Thin 3.8% margins leave little buffer for downturns.

Key Dynamics to Monitor

MOD carries more volatility with a beta of 1.66 — expect wider price swings.

INVZ is growing revenue faster at 110.3% — sustainability is the question.

MOD generates stronger free cash flow (125M), providing more financial flexibility.

Monitor AUTO PARTS industry trends, competitive dynamics, and regulatory changes.

Bottom Line

MOD scores higher overall (61/100 vs 32/100) and 47.5% revenue growth. 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.

Innoviz Technologies

CONSUMER CYCLICAL · AUTO PARTS · USA

Innoviz Technologies Ltd. designs and manufactures solid-state LiDAR sensors and develops sensing software that enables mass production of autonomous vehicles. The company is headquartered in Rosh HaAyin, Israel.

Modine Manufacturing Company

CONSUMER CYCLICAL · AUTO PARTS · USA

Modine Manufacturing Company provides heat transfer systems and heat transfer components designed for use in on-highway and off-highway original equipment manufacturer (OEM) vehicular applications. The company is headquartered in Racine, Wisconsin.

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