FROG: Inverse Head And Shoulders detected on 7 Apr 2026

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Overall Score
79 of 100
Good
Win Probability
67%
Moderate
Reward / Risk
1.1 : 1
$0.63 reward $-0.59 risk
Current Setup
JFrog is forming an inverse head-and-shoulders pattern, a bullish reversal setup with a structure score of 13.0/15. The left shoulder, head, and right shoulder are defined with key support at $41.00 and resistance at $39.07. Current price of $49.31 sits 82.63% above the 52-week low, indicating strong recovery momentum. Volume (1.65M shares) trails the 20-day average at 0.57x ratio, a minor weakness, but the breakout score of 13.0/13 and overall pattern quality of 79.0/98 suggest formation integrity. RSI at 58.75 shows neither overbought nor oversold conditions.
Stock Context
JFrog operates in software development and DevOps platforms, a sector benefiting from continued enterprise cloud adoption. The Technology sector is in a bullish regime (score: 0.29) as of early 2026. Recent price action reflects a 19.98% gain over one month and 16.65% over two weeks, recovering from a 17.22% three-month decline. The stock trades 29.99% below its 52-week high, suggesting institutional repositioning during market volatility. Beta of 1.09 indicates moderate market sensitivity. The pattern is forming as the stock bounces from oversold conditions, likely triggered by sector rotation back into software infrastructure plays following macro uncertainty.
What to Expect
A successful inverse head-and-shoulders breakout above $39.07 would target $51.65 (conservative measure), representing approximately 4.7% upside from current levels. Historical inverse H&S patterns show a 66.87% win probability according to the setup analysis. Volume confirmation on the breakout is critical—current volume trending at 57% of average is suboptimal; a surge above 3.0M shares on breakout would strengthen conviction. The pattern invalidates decisively below $41.00 (key support), which would signal the reversal failed and suggest further downside retest toward the 52-week lows.
Risk Factors
Volume deficit is the primary technical concern: current volume at 0.57x average suggests weak participation relative to the pattern's size. Volatility is elevated at 67.42% (20-day), with ATR at 3.06 (6.21% of price), creating whipsaw risk on breakout attempts. The three-month drawdown of 17.22% shows recent selling pressure despite weekly gains, indicating competing narratives. No recent earnings date or major catalyst was found in current web search results, which means the pattern lacks a defined catalyst—breakouts in catalyst-less environments face higher failure risk. Additionally, three-month underperformance suggests this recovery could be purely technical short-covering rather than fundamental strength, increasing reversal probability on news or earnings misses.
Market & Sector Regime
Market
Neutral -0.07
-1.0 0 +1.0
Technology Sector
Bullish 0.29
-1.0 0 +1.0
Overall Score
38 of 40
Exceptional
Pattern Quality
20 of 20
Exceptional
Setup
13 of 20
Moderate
R/R
8 of 18
Weak
Context
Pattern Quality Score
13 of 15
Strong
Structure
13 of 13
Exceptional
Breakout
12 of 12
Exceptional
Volume
Recent Performance
+13.8%
1W
+16.6%
2W
+20.0%
1M
-17.2%
3M
Momentum & Trend
RSI (14)
58.8
Neutral
MACD Histogram
+0.95
Bullish
Bollinger Band Position
93.9%
Upper Band
Volatility & Risk
20-Day Volatility
0.67
Very High
ATR %
6.2%
High
Beta
1.09
Market
Volume Analysis
Volume Ratio
0.57x
Below Avg
20-Day Avg Vol
2.9M
shares / day
Current Volume
1.7M
shares traded
Price Levels
52W High
$70.43
Target
$51.65
Current
$49.31
Stop Loss
$45.52
Support
$41.00
Resistance
$39.07
52W Low
$27.00
Disclaimer: This analysis is algorithmically generated for educational purposes only and does not constitute financial advice. Past pattern performance does not guarantee future results. Win probabilities are based on historical data across 370,000+ observations. Always conduct your own research and consult a qualified financial advisor. AI-assisted contextual analysis by Claude (Anthropic). Indicators reflect values at time of detection.