Warner Music Group (WMG) Seasonality
Recurring seasonal patterns for WMG — the calendar windows where Warner Music Group has historically tended to rise or fall, with the win rate (how often it repeated) and average return for each, based on the last 6 years of price history. Warner Music Group has less than 10 years of trading history, so these patterns use all 6 available years.
WMG seasonality at a glance
Over the last 6 years, WMG's strongest seasonal window has been Jan 15 – Feb 4: it ended higher in 5 of 5 years (100% win rate) with an average return of +8.06% across a 20-day hold. On the weak side, WMG has historically declined between Apr 11 – May 11, falling in 5 of 5 years (average -13.64%).
In total, our analysis finds 829 recurring seasonal windows for Warner Music Group — 485 bullish and 344 bearish. The next high-win-rate window, Aug 4 – Aug 24, opens in 8 days. These figures describe historical behaviour only — not a forecast.
WMG'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 6d ago | Jul 1 – Jul 21 | 20d | +8.56% | 83% | +0.88% |
| Completedended 7d ago | Jun 30 – Jul 20 | 20d | +8.81% | 83% | +3.66% |
| Upcomingin 8d | Aug 4 – Aug 24 | 20d | +2.90% | 83% | — |
| Upcomingin 9d | Aug 5 – Aug 25 | 20d | +4.25% | 83% | — |
| Upcomingin 9d | Aug 5 – Sep 4 | 30d | +2.49% | 83% | — |
| Upcomingin 10d | Aug 6 – Aug 26 | 20d | +2.77% | 83% | — |
| Upcomingin 10d | Aug 6 – Sep 5 | 30d | +2.07% | 83% | — |
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 WMG seasonality in full
See the seasonal curve chart, filter by win rate and return, and track upcoming windows — free during beta.
WMG seasonality FAQ
What has historically been the best month to buy WMG stock?
Based on the last 6 years of price data, WMG's strongest seasonal window starts in January: Jan 15 to Feb 4, which ended higher in 5 of 5 years (100% win rate) with an average return of +8.06%. Past seasonal patterns do not guarantee future performance.
What is WMG's strongest seasonal pattern?
WMG's highest-win-rate pattern in our data is the Jan 15 – Feb 4 window (20-day hold): up in 5 of the last 5 years with an average move of +8.06%.
When has WMG historically performed worst?
WMG's weakest recurring window has been Apr 11 to May 11, declining in 5 of 5 years with an average return of -13.64%.
How reliable are WMG's seasonal patterns?
Each WMG pattern is scored by its historical win rate — the share of the last 6 years it repeated in the same direction. WMG currently shows 829 recurring windows (485 bullish, 344 bearish). Seasonality describes historical tendencies only; it is not a prediction, and past performance does not guarantee future results.
What is WMG stock seasonality?
Stock seasonality is the tendency of a stock to perform in a similar way during the same period each year. By analysing Warner Music Group's price history across many years, SeasonalityX identifies recurring calendar windows — exact start and end dates — where WMG 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.