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FROG JFrog Ltd.

Technology

85.11 -9.28 -9.83% Close 11/2
Since 2024-12-02 +206.4%
Open
94.02
High
95.60
Low
84.17
Prev close
94.39
Volume
3M
Amplitude
12.11%
P/B
12.1
Revenue YoY (TTM)
+26.4%
52W 34.05 105.76

Is JFrog Ltd. a buy? Fundamentals and valuation first

As of 2026-10-30

Momentum: Strong, Risk / liquidity: Good; Valuation: Pricey.

Valuation Pricey Free-cash-flow yield is Good, but Price / book is Expensive.
TTM P/E -255.94 N/A
Price / book 12.11 94th percentile Expensive
Free-cash-flow yield (%) 1.46 53th percentile Good
US Stock Backtest in Python: Price-to-Book Ratio StrategyQuality Factor Investing: A US Quality Value Backtest
Quality Neutral FCF margin, TTM is Top, but Operating margin, TTM is Average.
ROE, TTM (%) -4.59 35th percentile Average
Operating margin, TTM (%) -11.2 26th percentile Average
FCF margin, TTM (%) 28.29 85th percentile Top
Quality Factor Investing: A US Quality Value Backtest
Growth Neutral Revenue growth, TTM YoY is Good, but Diluted EPS growth, TTM YoY is Average.
Revenue growth, TTM YoY (%) 26.37 79th percentile Good
Diluted EPS growth, TTM YoY (%) -52.1 35th percentile Average
Momentum Strong All 2 indicators are Top.
60-day return (%) 13.67 88th percentile Top
240-day return (%) 59.74 90th percentile Top
Momentum Trading Strategy: A 12-1 Momentum Backtest
Risk / liquidity Good 20-day dollar volume is Top, but 60-day annualized volatility is Average.
20-day dollar volume 159,166,069 91th percentile Top
60-day annualized volatility (%) 66.45 68th percentile Average
Factor Investing Explained: 10 Classic Factors in US Stocks

JFrog Ltd. (FROG) today

2 quant signals active · As of 2026-10-30

Win rate and excess are historical post-trigger stats vs the market. Click a signal for its full definition and samples; history does not predict future results.

FinLab Studio

From JFrog Ltd. to every stock like it

AI finds several complementary traits of JFrog Ltd. across different dimensions, combines them into a multifactor strategy, and backtests it against the market.

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JFrog Ltd. (FROG) peers and tracking

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JFrog Ltd. (FROG) quant signal backtests

Signals active now

Each active condition is tested against this stock’s own history and benchmarked versus the S&P 500.

Top-quintile 6-month momentum

Active · now 97.28%

The stock ranks in the top 20% of the liquid US common-stock universe by 126-day adjusted return.

Momentum Trading Strategy: A 12-1 Momentum Backtest
18 historical occurrences (since 2022-10-20)

Average forward return after Top-quintile 6-month momentum

20-day: Win 66.7%, Sample 18, Median +2.5%, Excess +3.35%, Beat mkt rate 55.6%

60-day: Win 61.1%, Sample 18, Median +9.42%, Excess +5.59%, Beat mkt rate 66.7%

120-day: Win 66.7%, Sample 15, Median +15.82%, Excess +10.21%, Beat mkt rate 66.7%

120 days after: historical avg +19.83%

20-day +4.8%
60-day +9.5%
120-day +19.83%
20-day
60-day
120-day
Win
66.7%
61.1%
66.7%
Sample
18
18
15
Median
+2.5%
+9.42%
+15.82%
Excess
+3.35%
+5.59%
+10.21%
Beat mkt rate
55.6%
66.7%
66.7%

Over 15 occurrences, 120-day forward avg gained 19.83%, beat the market by 10.21 pts; win rate 66.7%.

Filed revenue acceleration

Active · now 26.37%

TTM revenue growth is at least 10% and improved versus the prior filed quarter; event date is the SEC filing date.

9 historical occurrences (since 2022-02-11)

Average forward return after Filed revenue acceleration

20-day: Win 44.4%, Sample 9, Median -0.67%, Excess -0.53%, Beat mkt rate 33.3%

60-day: Win 75%, Sample 8, Median +7.52%, Excess +5.93%, Beat mkt rate 75%

120-day: Win 62.5%, Sample 8, Median +15.15%, Excess +15.9%, Beat mkt rate 75%

120 days after: historical avg +19.9%

20-day -0.77%
60-day +7.06%
120-day +19.9%
20-day
60-day
120-day
Win
44.4%
75%
62.5%
Sample
9
8
8
Median
-0.67%
+7.52%
+15.15%
Excess
-0.53%
+5.93%
+15.9%
Beat mkt rate
33.3%
75%
75%

Over 8 occurrences, 120-day forward avg gained 19.9%, beat the market by 15.9 pts; win rate 62.5%.

More history: Market-wide momentum baseline, Signals not active now

Market-wide momentum baseline

Across 99,493 liquid US common-stock samples, top-quintile 6-month momentum was followed by an average 60-trading-day return of +6.42%, a 58.4% positive-return rate, and +3.08 percentage points of average excess return versus the S&P 500.

Baseline: weekly samples since 2016 where a liquid US common stock ranked in the top quintile by 126-trading-day momentum. Forward return is 60 trading days; excess return is versus S&P 500 (^GSPC).

Signals not active now

Inactive signals still show the stock-specific historical forward-return distribution for context.

52-week adjusted-price high

Pending

Adjusted close first reaches a 252-trading-day high; repeated hits within 20 days count once.

12 times historically; 60-day forward avg +1.46%, win rate 63.6%, beating the market by -2.04 pts on average.

EPS surprise beat

Pending

Reported EPS beat consensus estimate by at least 5%; event date is the earnings-surprise timestamp.

PEAD: Post-Earnings Announcement Drift Backtest

20 times historically; 60-day forward avg +6.22%, win rate 60%, beating the market by +2.62 pts on average.

Method and limits

  • Returns use us_price:adj_close, adjusted for splits and dividends where available.
  • Excess returns use world_index:^GSPC as the S&P 500 benchmark proxy.
  • Quarterly fundamentals are aligned to SEC filing dates before daily valuation studies.
  • The promoted universe starts from active NYSE/NASDAQ common stocks, then applies price and dollar-volume gates.
  • Snapshot-only tables such as analyst consensus, DCF, us_ratios, and us_key_metrics are intentionally excluded from historical evidence.
  • Overlapping event windows are descriptive distributions, not independent samples.

This page is for historical data analysis and education only. It is not investment advice. Backtests and historical return distributions do not predict future performance; evaluate risk independently before trading.