The takeaway
Quhuo Limited American Depository Shares shows a pronounced seasonal pattern over 6 years of data — strongest in November (+5.7%) and softest in May (−16.6%).
Right now
In July, the stock has fallen 33% of years, averaging −24.3%, roughly 26.4 pts behind the S&P 500.
The full picture
Quhuo Limited American Depository Shares's most dependable month has been November, higher in 4 of 6 years; May has been its least reliable, up just 0% of the time.
| Year | Jan | Feb | Mar | Apr | May | Jun | Jul | Aug | Sep | Oct | Nov | Dec |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Win rate % | ||||||||||||
| Median return % | ||||||||||||
| 2025 | ||||||||||||
| 2024 | ||||||||||||
| 2023 | ||||||||||||
| 2022 | ||||||||||||
| 2021 | ||||||||||||
| 2020 | — | — | — | — | — | — |
Month by month
The stock's clearest edge over the S&P 500 lands in September (+40.0 pts); it has trailed the market most in July (−26.4 pts).
“vs S&P” is Quhuo Limited American Depository Shares’s average for a month minus the S&P 500’s average for that same month — isolating Quhuo Limited American Depository Shares’s own seasonal edge from broad market drift.
Reality check
Over the last 5 years, November has closed higher 60% of the time versus 67% across the last 6 years — the pattern is weakening.
Figures are the typical (median) November return and how often it rose — the last 5 years versus the last 6(the heatmap’s default window). This verdict stays anchored to that 6-year window even if you zoom the chart, so it never disagrees with the badges above.
In plain English
The year leans November's way without overwhelming the rest of it: the stock has closed higher in 4 of 6 Novembers, its most dependable month if not a dominant one.
Its average (+5.7%) and median (+8.3%) land within a hair of each other — the tell of steady, year-after-year gains rather than one outlier doing the work. That reliability comes with real swings, mind — even November ranges by 13.4% from year to year, so any single year can land far from the average. Crucially, the gain is the stock's own rather than a rising tide's: November has cleared the S&P 500 by +3.4 points above the index. Some of that is a strong month market-wide, mind — November rises for about 62% of stocks — so the tendency is real if not unique.
Only June comes anywhere near it for reliability. On the other side of the ledger, May has been the soft spot — the weakest of 9 months that average a loss (−16.6%), and the edge isn't year-round — the stock has trailed the S&P 500 in July, October, and August. Its roughest month on record was a −90.6% July in 2025 — a reminder of how hard even a seasonal name can fall.
The pattern has softened of late, November's last five years slipping below its longer-run record.
Treat it as a tendency rather than a rule — seasonality describes the past, not a promise. With a short 6-year record and returns that swing hard year to year, the signal is best held loosely.
Short answers on the stock's best month (November), its worst (May), and whether it really trades seasonally.
Yes, to a pronounced degree. Since 2020 its best month (November, +5.7%) has run well ahead of its worst (May, −16.6%) — the heatmap above shows how steady that gap has been year to year.
November has been the strongest, averaging +5.7% and closing higher in 4 of 6 years since 2020.
It's the weakest, averaging −16.6% — 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