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JFrog Ltd (FROG) is a good buy for a beginner investor with a long-term investment horizon and $50,000-$100,000 available for investment. The stock has positive analyst sentiment, strong growth potential in AI-driven demand and cybersecurity, and a recent SwingMax entry signal. Despite some mixed financial performance, the company's revenue growth and market confidence make it a solid choice for long-term investment.
The stock's MACD is below zero and negatively contracting, indicating a bearish trend. RSI is neutral at 52.411, and moving averages are converging, suggesting no strong directional signal. The stock closed above its pivot level of 51.612, with resistance at 55.976 and support at 47.247.

Analysts have raised price targets recently, with strong optimism for AI-driven demand and cybersecurity growth.
SwingMax sent an entry signal on 2026-02-10, with a 2.46% price increase since then.
JFrog has consistently exceeded EPS estimates over the past two years, indicating strong performance and market confidence.
The software sector has experienced a $2 trillion decline due to AI disruption concerns.
Financial performance in Q3 2025 showed a drop in net income (-28.39%) and EPS (-33.33%).
Mixed sentiment in options data, with higher put volume indicating short-term caution.
In Q3 2025, revenue increased by 25.54% YoY to $136.9 million, showing strong growth. However, net income dropped by 28.39% YoY to -$16.43 million, and EPS fell by 33.33% YoY to -$0.14. Gross margin improved to 77.43%, up 3.27% YoY, reflecting operational efficiency.
Analysts are generally positive on JFrog, with multiple firms raising price targets recently. Cantor Fitzgerald increased its target to $80, citing strong AI-driven demand and cybersecurity growth. Piper Sandler raised its target to $70, reflecting cautious optimism for 2026. UBS downgraded the stock to Neutral but raised its price target to $65, citing strong positioning already reflected in valuation.