Mueller Industries (MLI) Seasonality
Recurring seasonal patterns for MLI — the calendar windows where Mueller Industries has historically tended to rise or fall, with the win rate (how often it repeated) and average return for each, based on the last 10 years of price history.
MLI seasonality at a glance
Over the last 10 years, MLI's strongest seasonal window has been Oct 23 – Nov 22: it ended higher in 10 of 10 years (100% win rate) with an average return of +9.83% across a 30-day hold. On the weak side, MLI has historically declined between Jun 9 – Jun 19, falling in 9 of 10 years (average -4.53%).
In total, our analysis finds 722 recurring seasonal windows for Mueller Industries — 550 bullish and 172 bearish. The next high-win-rate window, Aug 11 – Sep 10, opens in 15 days. These figures describe historical behaviour only — not a forecast.
MLI's upcoming & recent seasonal patterns
Holding period:10-day20-day30-dayOrdered by season — windows opening soon first, plus a couple of recently completed high-performers. Holding-period colors help you compare durations at a glance.
| Status | Seasonal window | Hold | Avg return | Win rate | This year |
|---|---|---|---|---|---|
| Completedended 3d ago | Jul 14 – Jul 24 | 10d | +6.09% | 80% | +8.12% |
| Completedended 3d ago | Jul 4 – Jul 24 | 20d | +6.41% | 90% | +11.73% |
| Upcomingin 15d | Aug 11 – Sep 10 | 30d | -2.41% | 80% | — |
| Upcomingin 34d | Aug 30 – Sep 9 | 10d | -2.87% | 90% | — |
| Upcomingin 35d | Aug 31 – Sep 10 | 10d | -2.60% | 80% | — |
| Upcomingin 36d | Sep 1 – Sep 11 | 10d | -2.60% | 80% | — |
| Upcomingin 60d | Sep 25 – Oct 25 | 30d | +5.63% | 80% | — |
Win rate = how often the pattern repeated in the same direction. Average return = the mean move across all analysed years. Past performance does not guarantee future results.
Explore MLI seasonality in full
See the seasonal curve chart, filter by win rate and return, and track upcoming windows — free during beta.
MLI seasonality FAQ
What has historically been the best month to buy MLI stock?
Based on the last 10 years of price data, MLI's strongest seasonal window starts in October: Oct 23 to Nov 22, which ended higher in 10 of 10 years (100% win rate) with an average return of +9.83%. Past seasonal patterns do not guarantee future performance.
What is MLI's strongest seasonal pattern?
MLI's highest-win-rate pattern in our data is the Oct 23 – Nov 22 window (30-day hold): up in 10 of the last 10 years with an average move of +9.83%.
When has MLI historically performed worst?
MLI's weakest recurring window has been Jun 9 to Jun 19, declining in 9 of 10 years with an average return of -4.53%.
How reliable are MLI's seasonal patterns?
Each MLI pattern is scored by its historical win rate — the share of the last 10 years it repeated in the same direction. MLI currently shows 722 recurring windows (550 bullish, 172 bearish). Seasonality describes historical tendencies only; it is not a prediction, and past performance does not guarantee future results.
What is MLI stock seasonality?
Stock seasonality is the tendency of a stock to perform in a similar way during the same period each year. By analysing Mueller Industries's price history across many years, SeasonalityX identifies recurring calendar windows — exact start and end dates — where MLI has repeatedly risen (bullish) or fallen (bearish). Each pattern is scored by its win rate and average return so you can judge how reliable and how strong it has been.
Seasonality is one input among many — it works best alongside your own research and risk management. Learn more in our guide to seasonal analysis and the tutorials.