The takeaway
Sea Ltd shows a pronounced seasonal pattern over 9 years of data — strongest in July (+4.0%) and softest in October (−5.4%).
Right now
In July, the stock has risen 75% of years, averaging +4.0%, about +1.9 pts better than the S&P 500.
The full picture
Sea Ltd's most dependable month has been July, higher in 6 of 8 years; October has been its least reliable, up just 11% of the time.
| Year | Jan | Feb | Mar | Apr | May | Jun | Jul | Aug | Sep | Oct | Nov | Dec |
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| 2017 | — | — | — | — | — | — | — | — | — |
Month by month
The stock's clearest edge over the S&P 500 lands in May (+11.0 pts); it has trailed the market most in October (−6.5 pts).
“vs S&P” is Sea Ltd’s average for a month minus the S&P 500’s average for that same month — isolating Sea Ltd’s own seasonal edge from broad market drift.
Reality check
Over the last 5 years, July has closed higher 80% of the time versus 75% across the last 9 years — the pattern is holding.
Figures are the typical (median) July return and how often it rose — the last 5 years versus the last 9(the heatmap’s default window). This verdict stays anchored to that 9-year window even if you zoom the chart, so it never disagrees with the badges above.
In plain English
This is a stock you can almost set a calendar by, and July is the anchor — it has closed higher in 6 of 8 Julys, the steadiest beat on its year.
The strength looks broad-based rather than freakish: its average (+4.0%) and median (+3.3%) sit close together, so no single blow-out year is flattering the figure. Few months are steadier: July's returns vary by just 6.3% year to year, and even its worst July in 9 years lost only 5.3% — the gentlest downside anywhere on its calendar. Better still, that strength is the stock's own and not just a buoyant market — July has outpaced the S&P 500 by +1.9 points on average. Few peers keep such company in July — the typical stock clears it just 61% of the time.
July anchors a run, too: the March-through-July window has been the stock's reliable season. The weaker half of the year is plainer: October has been the soft spot — the weakest of 2 months that average a loss (−5.4%), and the edge isn't year-round — the stock has trailed the S&P 500 in October, December, and November. Its roughest month on record was a −42.9% August in 2023 — a reminder of how hard even a seasonal name can fall.
Reassuringly, the tendency has held its shape: the recent five years still track the years behind them.
For a stock this dependable in July, the sharper question is the rest of the year — outside its strong stretch, the calendar gives far less to lean on. With a short 9-year record and returns that swing hard year to year, the signal is best held loosely.
Short answers on the stock's best month (July), its worst (October), and whether it really trades seasonally.
Yes, to a pronounced degree. Since 2017 its best month (July, +4.0%) has run well ahead of its worst (October, −5.4%) — the heatmap above shows how steady that gap has been year to year.
July has been the strongest, averaging +4.0% and closing higher in 6 of 8 years since 2017.
It's the weakest, averaging −5.4% — historically a soft spot, though it still varies from year to year.
Explore
These names have the strongest July track records on record — a starting point for comparison.
Before you trade