The takeaway
Red Violet Inc shows a pronounced seasonal pattern over 8 years of data — strongest in November (+16.0%) and softest in September (−7.0%).
Right now
In July, the stock has risen 50% of years, averaging +1.7% — essentially in line with the S&P 500.
The full picture
Red Violet Inc's most dependable month has been November, higher in 8 of 8 years; September has been its least reliable, up just 13% of the time.
| Year | Jan | Feb | Mar | Apr | May | Jun | Jul | Aug | Sep | Oct | Nov | Dec |
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| 2018 | — | — |
Month by month
The stock's clearest edge over the S&P 500 lands in May (+14.3 pts); it has trailed the market most in March (−20.4 pts).
“vs S&P” is Red Violet Inc’s average for a month minus the S&P 500’s average for that same month — isolating Red Violet Inc’s own seasonal edge from broad market drift.
Reality check
Over the last 5 years, November has closed higher 100% of the time versus 100% across the last 8 years — the pattern is weakening.
Figures are the typical (median) November return and how often it rose — the last 5 years versus the last 8(the heatmap’s default window). This verdict stays anchored to that 8-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 November is the anchor — it has closed higher in all 8 Novembers, the steadiest beat on its year.
The strength looks broad-based rather than freakish: its average (+16.0%) and median (+14.3%) sit close together, so no single blow-out year is flattering the figure. That reliability comes with real swings, mind — even November ranges by 9.2% 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 — November has outpaced the S&P 500 by +13.7 points on average. Few peers keep such company in November — the typical stock clears it just 62% of the time.
It doesn't stand entirely alone — May, June, and August have leaned firm as well, if less emphatically. On the other side of the ledger, September has been the soft spot — the weakest of 3 months that average a loss (−7.0%), and the edge isn't year-round — the stock has trailed the S&P 500 in March, September, and April. Its roughest month on record was a −86.9% March in 2018 — a reminder of how hard even a seasonal name can fall.
November has now closed higher 8 years running. The pattern has softened of late, November's last five years slipping below its longer-run record.
For a stock this dependable in November, the sharper question is the rest of the year — outside its strong stretch, the calendar gives far less to lean on. With a short 8-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 (September), and whether it really trades seasonally.
Yes, to a pronounced degree. Since 2018 its best month (November, +16.0%) has run well ahead of its worst (September, −7.0%) — the heatmap above shows how steady that gap has been year to year.
November has been the strongest, averaging +16.0% and closing higher in all 8 years on record since 2018.
It's the weakest, averaging −7.0% — 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