The takeaway
Wells Fargo & Company shows a pronounced seasonal pattern over 10 years of data — strongest in October (+4.9%) and softest in March (−7.1%).
Right now
In July, the stock has risen 60% of years, averaging +1.3%, roughly 0.9 pts behind the S&P 500.
The full picture
Wells Fargo & Company's most dependable month has been October, higher in 9 of 10 years; March has been its least reliable, up just 20% of the time.
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Month by month
The stock's clearest edge over the S&P 500 lands in November (+5.3 pts); it has trailed the market most in March (−8.2 pts).
“vs S&P” is Wells Fargo & Company’s average for a month minus the S&P 500’s average for that same month — isolating Wells Fargo & Company’s own seasonal edge from broad market drift.
Reality check
Over the last 5 years, October has closed higher 100% of the time versus 90% across the last 10 years — the pattern is strengthening.
Figures are the typical (median) October return and how often it rose — the last 5 years versus the last 10(the heatmap’s default window). This verdict stays anchored to that 10-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 October is the anchor — it has closed higher in 9 of 10 Octobers, the steadiest beat on its year.
The strength looks broad-based rather than freakish: its average (+4.9%) and median (+5.1%) sit close together, so no single blow-out year is flattering the figure. Better still, that strength is the stock's own and not just a buoyant market — October has outpaced the S&P 500 by +3.9 points on average. Few peers keep such company in October — the typical stock clears it just 53% of the time.
October anchors a run, too: the October-through-January window has been the stock's reliable season. The weaker half of the year is plainer: March has been the soft spot — the weakest of 2 months that average a loss (−7.1%), and the edge isn't year-round — the stock has trailed the S&P 500 in March, September, and July. Its roughest month on record was a −32.1% March in 2020 — a reminder of how hard even a seasonal name can fall.
October has now closed higher 5 years running. If anything it has sharpened recently — the last five Octobers run ahead of the earlier years.
For a stock this dependable in October, the sharper question is the rest of the year — outside its strong stretch, the calendar gives far less to lean on.
Short answers on the stock's best month (October), its worst (March), and whether it really trades seasonally.
Yes, to a pronounced degree. Since 2016 its best month (October, +4.9%) has run well ahead of its worst (March, −7.1%) — the heatmap above shows how steady that gap has been year to year.
October has been the strongest, averaging +4.9% and closing higher in 9 of 10 years since 2016.
It's the weakest, averaging −7.1% — 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