Jfrog Ltd (FROG)vsShopify Inc (SHOP)
FROG
Jfrog Ltd
$92.33
+2.65%
TECHNOLOGY · Cap: $11.34B
SHOP
Shopify Inc
$147.74
+7.12%
TECHNOLOGY · Cap: $165.33B
Smart Verdict
WallStSmart Research — data-driven comparison
Shopify Inc generates 2112% more annual revenue ($13.27B vs $599.96M). SHOP leads profitability with a 14.5% profit margin vs -7.3%. SHOP earns a higher WallStSmart Score of 64/100 (C+).
FROG
Avoid29
out of 100
Grade: F
SHOP
Buy64
out of 100
Grade: C+
Intrinsic Value Comparison
Multi-model valuation · Graham Formula
Margin of Safety
-57.6%
Fair Value
$57.07
Current Price
$92.33
$35.26 premium
Margin of Safety
+23.5%
Fair Value
$152.79
Current Price
$147.74
$5.05 discount
Key Strengths & Concerns
Side-by-side fundamental analysis
Key Strengths
Conservative balance sheet, low leverage
Revenue surging 28.7% year-over-year
Revenue surging 33.7% year-over-year
Earnings expanding 68.1% YoY
Conservative balance sheet, low leverage
Safe zone — low bankruptcy risk
Large-cap with strong market position
Areas to Watch
Trading at 11.8x book value
0.0% earnings growth
ROE of -4.6% — below average capital efficiency
Distress zone — elevated risk
Expensive relative to growth rate
Trading at 15.0x 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 28.7% demonstrates continued momentum.
Bull Case : SHOP
The strongest argument for SHOP centers on Revenue Growth, EPS Growth, Debt/Equity. Revenue growth of 33.7% 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 86.8x leaves little room for execution misses.
Key Dynamics to Monitor
SHOP carries more volatility with a beta of 2.62 — expect wider price swings.
SHOP is growing revenue faster at 33.7% — sustainability is the question.
SHOP generates stronger free cash flow (654M), providing more financial flexibility.
Monitor SOFTWARE - APPLICATION industry trends, competitive dynamics, and regulatory changes.
Bottom Line
SHOP scores higher overall (64/100 vs 29/100) and 33.7% 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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