WallStSmart

Aurora Mobile Ltd (JG)vsShopify Inc (SHOP)

VS

Smart Verdict

WallStSmart Research — data-driven comparison

Shopify Inc generates 3161% more annual revenue ($12.37B vs $379.17M). SHOP leads profitability with a 10.8% profit margin vs 1.1%. JG trades at a lower P/E of 55.4x. SHOP earns a higher WallStSmart Score of 50/100 (C-).

JG

Avoid

31

out of 100

Grade: F

Growth: 4.0Profit: 4.0Value: 5.7Quality: 5.0
Piotroski: 5/9Altman Z: -2.50

SHOP

Buy

50

out of 100

Grade: C-

Growth: 7.3Profit: 7.0Value: 4.7Quality: 8.5
Piotroski: 3/9Altman Z: 6.60
IV

Intrinsic Value Comparison

Multi-model valuation · Graham Formula

JGUndervalued (+60.6%)

Margin of Safety

+60.6%

Fair Value

$20.40

Current Price

$5.67

$14.73 discount

UndervaluedFair: $20.40Overvalued
SHOPUndervalued (+18.4%)

Margin of Safety

+18.4%

Fair Value

$143.39

Current Price

$109.54

$33.85 discount

UndervaluedFair: $143.39Overvalued

Key Strengths & Concerns

Side-by-side fundamental analysis

Key Strengths

JG1 strengths · Avg: 9.0/10
Debt/EquityHealth
0.239/10

Conservative balance sheet, low leverage

SHOP4 strengths · Avg: 9.8/10
Revenue GrowthGrowth
34.3%10/10

Revenue surging 34.3% year-over-year

Debt/EquityHealth
0.0110/10

Conservative balance sheet, low leverage

Altman Z-ScoreHealth
6.6010/10

Safe zone — low bankruptcy risk

Market CapQuality
$139.50B9/10

Large-cap with strong market position

Areas to Watch

JG4 concerns · Avg: 3.5/10
Revenue GrowthGrowth
4.9%4/10

4.9% revenue growth

EPS GrowthGrowth
0.0%4/10

0.0% earnings growth

Market CapQuality
$33.02M3/10

Smaller company, higher risk/reward

Return on EquityProfitability
6.2%3/10

ROE of 6.2% — below average capital efficiency

SHOP4 concerns · Avg: 3.3/10
PEG RatioValuation
2.104/10

Expensive relative to growth rate

Price/BookValuation
11.4x4/10

Trading at 11.4x book value

Piotroski F-ScoreQuality
3/93/10

Weak financial health signals

P/E RatioValuation
105.4x2/10

Premium valuation, high expectations priced in

Comparative Analysis Report

WallStSmart Research

Bull Case : JG

The strongest argument for JG centers on Debt/Equity.

Bull Case : SHOP

The strongest argument for SHOP centers on Revenue Growth, Debt/Equity, Altman Z-Score. Revenue growth of 34.3% demonstrates continued momentum.

Bear Case : JG

The primary concerns for JG are Revenue Growth, EPS Growth, Market Cap. A P/E of 55.4x leaves little room for execution misses. Thin 1.1% margins leave little buffer for downturns.

Bear Case : SHOP

The primary concerns for SHOP are PEG Ratio, Price/Book, Piotroski F-Score. A P/E of 105.4x leaves little room for execution misses.

Key Dynamics to Monitor

JG profiles as a value stock while SHOP is a growth play — different risk/reward profiles.

SHOP carries more volatility with a beta of 2.59 — expect wider price swings.

SHOP is growing revenue faster at 34.3% — sustainability is the question.

Monitor SOFTWARE - APPLICATION industry trends, competitive dynamics, and regulatory changes.

Bottom Line

SHOP scores higher overall (50/100 vs 31/100) and 34.3% revenue growth. JG offers better value entry with a 60.6% margin of safety. 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.

Aurora Mobile Ltd

TECHNOLOGY · SOFTWARE - APPLICATION · China

Aurora Mobile Limited, is a mobile development service provider in China. The company is headquartered in Shenzhen, the People's Republic of China.

Shopify Inc

TECHNOLOGY · SOFTWARE - APPLICATION · USA

Shopify Inc., a commerce company, offers a commerce and service platform in Canada, the United States, the United Kingdom, Australia, Latin America, and internationally. The company is headquartered in Ottawa, Canada.

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