The takeaway
Quantum Computing Inc shows a pronounced seasonal pattern over 10 years of data — strongest in July (+23.9%) and softest in April (−16.8%).
Right now
In July, the stock has risen 60% of years, averaging +23.9%, about +21.8 pts better than the S&P 500.
The full picture
Quantum Computing Inc's most dependable month has been July, higher in 6 of 10 years; April has been its least reliable, up just 10% of the time.
| Year | Jan | Feb | Mar | Apr | May | Jun | Jul | Aug | Sep | Oct | Nov | Dec |
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| 2024 | — | |||||||||||
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| 2018 | — | |||||||||||
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| 2016 |
Month by month
The stock's clearest edge over the S&P 500 lands in September (+32.4 pts); it has trailed the market most in April (−18.4 pts).
“vs S&P” is Quantum Computing Inc’s average for a month minus the S&P 500’s average for that same month — isolating Quantum Computing Inc’s own seasonal edge from broad market drift.
Reality check
Over the last 5 years, July has closed higher 80% of the time versus 60% across the last 10 years — the pattern is strengthening.
Figures are the typical (median) July 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 feast-or-famine calendar. July reads as the strong month, higher in 6 of 10 Julys, but the tale is one of a few outsized years more than steady gains.
Read it with one caveat: the average (+23.9%) runs well ahead of the median (+11.4%), so a handful of outsized years — not steady strength — do much of the lifting. That reliability comes with real swings, mind — even July ranges by 33.7% from year to year, so any single year can land far from the average. Better still, that strength is the stock's own and not just a buoyant market — July has outpaced the S&P 500 by +21.8 points on average. Some of that is a strong month market-wide, mind — July rises for about 61% of stocks — so the tendency is real if not unique.
Only May comes anywhere near it for reliability. At the other end of the calendar, April has been the soft spot — the weakest of 5 months that average a loss (−16.8%), and the edge isn't year-round — the stock has trailed the S&P 500 in April, March, and June. Its roughest month on record was a −64.6% April in 2018 — a reminder of how hard even a seasonal name can fall.
If anything it has sharpened recently — the last five Julys run ahead of the earlier years.
Hold it loosely, then: the July tendency is genuine but lumpy, more about the occasional outsized year than a gain to bank on. With returns that swing hard year to year, the signal is best held loosely.
Short answers on the stock's best month (July), its worst (April), and whether it really trades seasonally.
Yes, to a pronounced degree. Since 2016 its best month (July, +23.9%) has run well ahead of its worst (April, −16.8%) — the heatmap above shows how steady that gap has been year to year.
July has been the strongest, averaging +23.9% and closing higher in 6 of 10 years since 2016.
It's the weakest, averaging −16.8% — 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