TPB: Bullish Pennant detected on 1 Jun 2026

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On 1 Jun 2026, our scan flagged TPB as a bullish pennant setup scoring 78 out of 98 (Good tier), with a 61% win probability based on our historical pattern database and a 0.4 to 1 reward to risk ratio. This is a swing trade setup: win probability reflects a 10 trading day hold, not an intraday move. At $84.93, the conservative target is $91.27 with a stop at $79.31. A further breakout above resistance near $98.86 offers a larger move if momentum continues past the initial target.

Overall Score
78 of 98
Good
Win Probability
61%
Moderate
Reward / Risk
0.4 : 1
$0.92 reward $-2.42 risk
Swing Trading Plan
Entry
$84.93
Target
$91.27
Stop Loss
$79.31
Holding Period
Up to 10 trading days
Win Probability
61%
Current Setup
TPB is forming a bullish pennant after a prior advance, with the consolidation occurring between support at $75.47 and resistance at $98.86. The current price of $84.93 sits near the midpoint of this 38% range. Structure score of 14/15 indicates clean pattern geometry, while volume at 0.66x average (299K vs 455K avg) and breakout score of 12/13 suggest the setup is high-quality but awaiting volume confirmation. RSI at 45 indicates neutral momentum—neither overbought nor oversold—providing room for directional movement. The pattern is 42% below its 52-week high, suggesting recent weakness that may be consolidating.
Stock Context
Turning Point Brands operates in the tobacco sector, which faces persistent regulatory headwinds and shifting consumer preferences. TPB's 3-month return of -38% reflects sector-wide pressure and potential company-specific challenges. The stock is down 7.2% in the past week and 6.92% over two weeks, though it gained 10.04% over the past month—consistent with a bottoming consolidation. The Consumer Discretionary sector maintains a bullish regime (0.71 score) despite tobacco's defensive reputation, suggesting relative outperformance potential if broader market conditions hold. Without access to TPB's latest earnings or specific catalysts as of June 1, 2026, the technical setup appears to reflect a period of institutional accumulation after a 42% drawdown from recent highs.
What to Expect
A breakout above $98.86 resistance would confirm the bullish pennant, with a measured move target of $91.27 (conservative estimate based on prior leg height). Historical pennant breakouts succeed 61.23% of the time—above median for continuation patterns. Volume confirmation is critical: the pattern would require volume above the 20-day average (>455K shares) to validate the breakout and sustain momentum toward resistance and beyond. Invalidation occurs below support at $75.47, representing a 10.9% decline from current levels. ATR of $3.59 (4.23% of price) suggests typical daily swings of that magnitude during the consolidation phase.
Risk Factors
TPB carries material headwinds: the tobacco industry faces ongoing regulatory restrictions, potential tax increases, and secular demand decline as smoking rates fall. The stock's 3-month decline of -38% may indicate accelerating negative sentiment beyond technical consolidation. Volume is running 34% below average (0.66 ratio), which could indicate weak conviction in any breakout attempt—a red flag for pattern completion. MACD histogram at -0.2887 remains negative, showing bearish momentum divergence despite the pattern setup. Beta of 0.97 provides some downside cushion in market corrections, but elevated 20-day volatility (49.64%) means this trade carries significant execution risk. Earnings announcements, regulatory actions on nicotine products, or broader consumer discretionary weakness could trigger false breakouts. Monitor for volume confirmation strictly at resistance levels.
How We Find and Score This Setup
We scan more than 6,000 NYSE and NASDAQ stocks every trading day and compare each detected pattern against a database of 370,000+ historical detections. Every setup is scored across three dimensions: Structure, Volume, and Breakout Readiness. Win probability is a calibrated estimate of how similar historical setups performed over the following 10 trading days. This is a swing trading tool built for multi-day holds. It is not built or tested for day trading.
Frequently Asked Questions
Is TPB a good swing trade?
TPB scored 78 out of 98 on our bullish pennant scan, with a 61% historical win probability over the standard 10 trading day hold. Good setup based on our systematic scoring.
What is the entry, target, and stop loss for this setup?
The setup's reference price is $84.93, with a conservative target of $91.27 and a stop loss at $79.31.
What would invalidate this bullish pennant setup?
A close below the stop loss at $79.31 would invalidate the setup and suggest the pattern has failed.
How is the win probability calculated?
Win probability is a calibrated estimate of how similar historical bullish pennant setups performed over the following 10 trading days, drawn from a database of 370,000+ historical pattern detections across 6,000+ NYSE and NASDAQ stocks.
Market & Sector Regime
Market
Bullish 0.96
-1.0 0 +1.0
Consumer Discretionary Sector
Bullish 0.71
-1.0 0 +1.0
Overall Score
38 of 40
Exceptional
Pattern Quality
12 of 20
Moderate
Setup
13 of 20
Moderate
R/R
15 of 18
Strong
Context
Pattern Quality Score
14 of 15
Exceptional
Structure
12 of 13
Exceptional
Breakout
12 of 12
Exceptional
Volume
Recent Performance
-7.2%
1W
-6.9%
2W
+10.0%
1M
-38.0%
3M
Momentum & Trend
RSI (14)
45.1
Neutral
MACD Histogram
-0.29
Bearish
Bollinger Band Position
27.6%
Lower Zone
Volatility & Risk
20-Day Volatility
0.50
High
ATR %
4.2%
Medium
Beta
0.97
Market
Volume Analysis
Volume Ratio
0.66x
Below Avg
20-Day Avg Vol
455K
shares / day
Current Volume
299K
shares traded
Price Levels
52W High
$146.91
Resistance
$98.86
Target
$91.27
Current
$84.93
Stop Loss
$79.31
Support
$75.47
52W Low
$65.80
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.