JFrog operates a hybrid, universal DevOps platform that helps enterprises build, secure, and deliver software, positioning it as a "system of record" for the software supply chain. In the era of AI-generated code, every artifact and model must be stored, secured, and governed, which has made JFrog's platform increasingly relevant. This quarter's report matters because it tests whether the company's cloud transition and security products can sustain the rapid growth that has re-rated the stock. Prior quarters showed strong cloud adoption and improving retention, and investors were watching to see whether that momentum continued. The results also offer insight into enterprise software spending and the growing importance of software supply chain security. I also checked this using Tickeron’s AI Screener to see how the stock compares to others in the industry.
JFrog reported third-quarter 2026 revenue of $179.2 million, up approximately 31% year over year and about 8% above the consensus estimate of $165.9 million. Non-GAAP EPS of $0.32 beat the $0.23 consensus by roughly 38%, while GAAP diluted EPS was $0.05. Non-GAAP operating income reached $40.7 million, a 22.7% operating margin, up from 18.7% in the prior-year period.
Cloud revenue was the standout, climbing about 60% year over year to $101.5 million and rising to 57% of total revenue from 46% a year ago. Customer metrics also strengthened: net dollar retention improved to 124%, customers with annual recurring revenue (ARR, the annualized value of recurring subscription contracts) above $100,000 grew to 1,357, and customers with ARR above $1 million rose to 112. Billings reached $216 million, up nearly 32% year over year, while remaining performance obligations (RPO, contracted revenue not yet recognized) climbed 60% to $812.4 million, providing strong future revenue visibility.
Investors responded enthusiastically to the report, with shares climbing roughly 22.5% to about $91.49 immediately after the results. The reaction was driven by a combination of a revenue beat, a significant EPS beat, and forward guidance that came in well above consensus. The acceleration in cloud revenue and the improvement in net dollar retention were viewed as evidence that JFrog's enterprise and security strategy is gaining traction. The stronger-than-expected guidance, including a raised full-year adjusted EPS outlook, further reinforced confidence that the company's growth trajectory remains intact.
Looking ahead, JFrog guided for fourth-quarter 2026 revenue of roughly $184 million at the midpoint, above the $168.4 million consensus, and raised its full-year adjusted EPS outlook to about $1.15 at the midpoint. The company also guided full-year 2026 revenue to a range of $680 million to $682 million, ahead of the approximately $650.7 million analysts had projected.
Investors should continue to monitor several factors. First, cloud adoption remains the central growth engine, and the pace at which customers migrate workloads to software-as-a-service (SaaS) will be critical. Second, security products such as JFrog Curation and Advanced Security are becoming an important driver, and sustained adoption could support both revenue growth and retention.
Margin expansion and free cash flow, which reached $66.5 million in the quarter, are also worth watching as the company balances growth investments with profitability. Finally, broader enterprise software spending trends and competition in the DevSecOps and AI software supply chain market will help determine whether JFrog can maintain its current momentum into 2027.
In my view, tools like Tickeron’s AI Screener can help investors quickly compare companies like JFrog against peers on metrics such as growth rates, margins, and technical signals. I ran a quick scan to see how FROG stacks up in the software sector, and it highlighted some interesting patterns worth tracking alongside the earnings data. This kind of filter can surface context that pure financial statements sometimes miss.
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Sergey Savastiouk, Ph.D. has a degree in Applied Mathematics from Moscow University and has extensive experience as an entrepreneur, investor, manager, and mathematician. His professional expertise is in applied mathematics, mathematical modeling, system and pattern analysis, and software and hardware system integration. He has served as the CEO of several hi-tech start-up companies and nonprofit organizations, which has given him proven capabilities in business strategy for high-tech start-up companies, market assessment, company formation, team building, product development, marketing, and sales. He has published numerous articles in journals and magazines on related fields. As a retail investor, he spent 15 years developing his proprietary trading and quantitative algorithms (now Tickeron’s A.I.), which brought him significant returns in trading the stock market. His current work and goal in founding Tickeron is to bring professional, sophisticated stock market analysis capabilities to retail investors via an easy-to-use interface.
FROG moved below its 50-day moving average on November 02, 2026 date and that indicates a change from an upward trend to a downward trend. In 32 of 40 similar past instances, the stock price decreased further within the following month. The odds of a continued downward trend are 80%.
The Momentum Indicator moved below the 0 level on November 02, 2026. You may want to consider selling the stock, shorting the stock, or exploring put options on FROG as a result. In 60 of 81 cases where the Momentum Indicator fell below 0, the stock fell further within the subsequent month. The odds of a continued downward trend are 74%.
The Moving Average Convergence Divergence Histogram (MACD) for FROG turned negative on November 02, 2026. This could be a sign that the stock is set to turn lower in the coming weeks. Traders may want to sell the stock or buy put options. Tickeron's A.I.dvisor looked at 45 similar instances when the indicator turned negative. In 31 of the 45 cases the stock turned lower in the days that followed. This puts the odds of success at 69%.
Following a 3-day decline, the stock is projected to fall further. Considering past instances where FROG declined for three days, the price rose further in 50 of 62 cases within the following month. The odds of a continued downward trend are 74%.
The Stochastic Oscillator demonstrated that the ticker has stayed in the oversold zone for 1 day, which means it's wise to expect a price bounce in the near future.
Following a +0.86% 3-day Advance, the price is estimated to grow further. Considering data from situations where FROG advanced for three days, in 253 of 303 cases, the price rose further within the following month. The odds of a continued upward trend are 83%.
FROG may jump back above the lower band and head toward the middle band. Traders may consider buying the stock or exploring call options.
The Aroon Indicator entered an Uptrend today. In 173 of 221 cases where FROG Aroon's Indicator entered an Uptrend, the price rose further within the following month. The odds of a continued Uptrend are 78%.
The Tickeron Valuation Rating of 4 (best 1 - 100 worst) indicates that the company is seriously undervalued in the industry. This rating compares market capitalization estimated by our proprietary formula with the current market capitalization. This rating is based on the following metrics, as compared to industry averages: P/B Ratio (9.577) is normal, around the industry mean (-2.611). FROG has a moderately low P/E Ratio (-201.676) as compared to the industry average of (15.348). Projected Growth (PEG Ratio) (0.000) is also within normal values, averaging (2.824). Dividend Yield (0.000) settles around the average of (0.067) among similar stocks. P/S Ratio (18.450) is also within normal values, averaging (70.854).
The Tickeron Profit vs. Risk Rating rating for this company is 28 (best 1 - 100 worst), indicating low risk on high returns. The average Profit vs. Risk Rating rating for the industry is 94, placing this stock better than average.
The Tickeron Price Growth Rating for this company is 38 (best 1 - 100 worst), indicating steady price growth. FROG’s price grows at a higher rate over the last 12 months as compared to S&P 500 index constituents.
The Tickeron PE Growth Rating for this company is 42 (best 1 - 100 worst), pointing to consistent earnings growth. The PE Growth rating is based on a comparative analysis of stock PE ratio increase over the last 12 months compared against S&P 500 index constituents.
The Tickeron Seasonality Score of 50 (best 1 - 100 worst) indicates that the company is fair valued in the industry. The Tickeron Seasonality score describes the variance of predictable price changes around the same period every calendar year. These changes can be tied to a specific month, quarter, holiday or vacation period, as well as a meteorological or growing season.
The Tickeron SMR rating for this company is 92 (best 1 - 100 worst), indicating weak sales and an unprofitable business model. SMR (Sales, Margin, Return on Equity) rating is based on comparative analysis of weighted Sales, Income Margin and Return on Equity values compared against S&P 500 index constituents. The weighted SMR value is a proprietary formula developed by Tickeron and represents an overall profitability measure for a stock.
The average fundamental analysis ratings, where 1 is best and 100 is worst, are as follows
Industry PackagedSoftware