JPMorgan Municipal ETF (JMUB)
Seasonality Analysis
JPMorgan Municipal ETF Annual Seasonality Statistics
JPMorgan Municipal ETF Monthly Seasonality Performance
| Month | Avg Return | Win Rate | Strength |
|---|---|---|---|
| January | 0.49% | Moderate | |
| February | -0.20% | Weak | |
| March WORST | -0.78% | Weak | |
| April | -0.20% | Weak | |
| May | 0.80% | Moderate | |
| June | 0.28% | Moderate | |
| July | 1.00% | Moderate | |
| August | -0.27% | Weak | |
| September | -0.47% | Weak | |
| October | -0.51% | Very Weak | |
| November BEST | 1.75% | Strong | |
| December | 0.04% | Weak |
JPMorgan Municipal ETF 2026 vs Historical Pattern
JPMorgan Municipal ETF Interactive Seasonality Chart
JPMorgan Municipal ETF Pattern Scanner
JPMorgan Municipal ETF Seasonal Historical Performance
About JPMorgan Municipal ETF (JMUB) Seasonality
JPMorgan Municipal ETF (JMUB) has been analyzed using 8 years of historical data to identify seasonal patterns. Classified under ETFs, JPMorgan Municipal ETF shows distinct seasonal tendencies based on historical data.
The strongest month for JPMorgan Municipal ETF is historically November, with an average return of 1.75% and a win rate of 100%. Conversely, March tends to be the weakest month, averaging -0.78% return.
Looking at the full calendar year, JPMorgan Municipal ETF has an average annual return of 1.93% with an overall monthly win rate of 59.7%. Out of 12 months, 6 typically show positive average returns.
The seasonal pattern for JPMorgan Municipal ETF has a consistency score of 45.9 (Poor), based on 9 years of data. Higher consistency means the seasonal pattern has been more reliable across different market conditions.
JPMorgan Municipal ETF Seasonality FAQ
What is the best month to buy JPMorgan Municipal ETF (JMUB)?
Historically, November has been the best month for JPMorgan Municipal ETF, with an average return of 1.75% and a win rate of 100%. However, past performance does not guarantee future results.
What is the worst month for JPMorgan Municipal ETF (JMUB)?
Based on historical data, March has been the weakest month for JPMorgan Municipal ETF, with an average return of -0.78%. This is a historical observation and does not guarantee future results.
How reliable is JMUB seasonality data?
The seasonality analysis for JPMorgan Municipal ETF is based on 8 years of historical price data. While seasonal patterns can provide useful insights, they should be combined with other forms of analysis. Past patterns do not guarantee future performance.
How can I use JPMorgan Municipal ETF seasonality in my trading?
Use JPMorgan Municipal ETF (JMUB) seasonality as one factor in your analysis. Identify historically strong and weak months, combine with other research methods. SeasOptima provides premium tools including interactive charts, pattern scanning, and historical performance data for deeper analysis.