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ASignal Rank is a 1-4 scoring system: 1 = Strongest data alignment, 2 = Positive alignment, 3 = Neutral, 4 = Negative alignment. These represent how strongly our analytical frameworks agree on the direction of publicly available data. It is computed by 10+ analysis agents evaluating technical indicators, fundamentals, sentiment, and three investor frameworks, then stress-tested by an adversarial challenger agent.

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JFrog Ltd.FROG

Technology

Bullish

ASignal's systematic analysis rates FROG as Bullish. JFrog Ltd. has a market cap of $10.90B, a -10.9% net margin, and 25.8% year-over-year revenue growth.

Reflects the latest available analysis · analyzed Jul 10, 2026

The case on FROG

Bull vs bear, surfaced by ASignal's framework agents from public market data. The precise verdict: ASignal Rank, confidence, and price targets - is in the app.

Bull case

Strong revenue growth (25.80% YoY)
High gross margin (77.48%) indicating pricing power
Positive and growing free cash flow ($169.91M)
Low debt-to-equity ratio (0.02x) signaling strong financial health
MACD above signal line with expanding histogram, confirming uptrend
Price above 20-day and 50-day moving averages (SMA20: 85.98, SMA50: 76.28)

Bear case

Negative operating and net margins (-7.38%, -10.93%)
Negative return on equity (-7.14%) and return on assets (-3.73%)
High forward P/E (80.35x) and elevated valuation metrics (P/S: 19.35x)
EV/EBITDA negative at -208.11x due to negative EBITDA
No Reddit mentions, suggesting limited retail interest or sentiment data

Key facts

Sector

Technology

Market cap

$10.90B

Gross margin

77.5%

Net margin

-10.9%

Rev growth YoY

25.8%

Price (Jul 10, 2026)

$90.02

Subscriber-only

See the full verdict on FROG

ASignal Rank (1-4), confidence score, Buffett / Ackman / Dalio grades, price targets, and the full reasoning behind the call.

Open full analysis →Pricing

How ASignal analyzes FROG

Most investors never get a second opinion, let alone several. ASignal runs FROG past a panel of specialized investor-framework agents, each calibrated on a distinct school of investing: Warren Buffett's value discipline, Bill Ackman's activist lens, and Ray Dalio's macro view. They don't just score in isolation, they argue: a dedicated Challenger agent pushes back on every conclusion until the panel settles on a reasoned consensus, weighing fundamentals, macro conditions, market sentiment, and price action together. The kind of cross-examined read that takes a research desk hours, ASignal delivers in under two minutes, refreshed every cycle.

The signal direction and the bull and bear case above are free. The precise read, ASignal Rank, framework grades, price targets, and full reasoning, stays with subscribers.