Jfrog Ltd (FROG)vsShopify Inc (SHOP)
FROG
Jfrog Ltd
$79.89
-2.60%
TECHNOLOGY · Cap: $9.42B
SHOP
Shopify Inc
$109.54
-5.60%
TECHNOLOGY · Cap: $139.50B
Smart Verdict
WallStSmart Research — data-driven comparison
Shopify Inc generates 2095% more annual revenue ($12.37B vs $563.41M). SHOP leads profitability with a 10.8% profit margin vs -10.9%. SHOP earns a higher WallStSmart Score of 50/100 (C-).
FROG
Avoid28
out of 100
Grade: F
SHOP
Buy50
out of 100
Grade: C-
Intrinsic Value Comparison
Multi-model valuation · Graham Formula
Margin of Safety
-47.7%
Fair Value
$54.09
Current Price
$79.89
$25.80 premium
Margin of Safety
+18.2%
Fair Value
$143.01
Current Price
$109.54
$33.47 discount
Key Strengths & Concerns
Side-by-side fundamental analysis
Key Strengths
Conservative balance sheet, low leverage
Revenue surging 25.8% year-over-year
Revenue surging 34.3% year-over-year
Conservative balance sheet, low leverage
Safe zone — low bankruptcy risk
Large-cap with strong market position
Areas to Watch
Trading at 10.5x book value
0.0% earnings growth
ROE of -6.7% — below average capital efficiency
Distress zone — elevated risk
Expensive relative to growth rate
Trading at 11.4x book value
Weak financial health signals
Premium valuation, high expectations priced in
Comparative Analysis Report
WallStSmart ResearchBull Case : FROG
The strongest argument for FROG centers on Debt/Equity, Revenue Growth. Revenue growth of 25.8% demonstrates continued momentum.
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 : FROG
The primary concerns for FROG are Price/Book, EPS Growth, Return on Equity.
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
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.
SHOP generates stronger free cash flow (476M), providing more financial flexibility.
Monitor SOFTWARE - APPLICATION industry trends, competitive dynamics, and regulatory changes.
Bottom Line
SHOP scores higher overall (50/100 vs 28/100) and 34.3% 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.
Jfrog Ltd
TECHNOLOGY · SOFTWARE - APPLICATION · USA
JFrog Ltd. provides a DevOps platform for a continuous software release management platform that enables organizations to deliver software updates to any system in the United States. The company is headquartered in Sunnyvale, California.
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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