Outlier data · updated September 21, 2026
Beauty YouTube outliers
7,087 Beauty videos from 79 channels are scored in this snapshot, and 242 of them cleared the leaderboard filter. These are the 10 that beat their own channel's median views by the widest margin.
Channels scored
79
Videos scored
7,087
Reach 2x or more
28.9%
5x or more 10.1% · 10x or more 3.6%
Leaderboard pool
242
Videos clearing every eligibility floor
Product cycles drive Beauty more than personality does, even on channels built around a personality. Launches, dupes, viral formulas and seasonal looks each open a window where demand for a specific phrase climbs steeply and then fades, and whoever publishes inside the window collects it. Baselines here tend to be high and fairly steady because the audience is habitual, which means a large multiplier really does represent something unusual. Shorts carry an outsized share of discovery, since a transformation compresses beautifully into a few seconds, so check the format before comparing two rows. The most transferable ideas are the ones that do not depend on an expensive haul: a technique explained honestly, a comparison with a visible result, an opinion stated plainly. Read the top rows for the promise and the proof, then ask whether a viewer could tell what they would get from the thumbnail alone.
| Rank | Video | Channel | Views | Channel median | Multiplier | Published |
|---|---|---|---|---|---|---|
| 1 | Harper's BAZAAR | 4.5M | 13.9K | 317x | ||
| 2 | Leah Halton | 12.6M | 197K | 64x | ||
| 3 | Leah Halton | 10.7M | 197K | 55x | ||
| 4 | The Budget Dermatologist | 719K | 18K | 55x | ||
| 5 | Harper's BAZAAR | 621K | 13.9K | 44x | ||
| 6 | Dr. Danny Guo | 3M | 83.5K | 36x | ||
| 7 | Dr. Danny Guo | 2.7M | 83.5K | 32x | ||
| 8 | NikkieTutorials | 25M | 901K | 28x | ||
| 9 | Doctorly | 3.3M | 131K | 25x | ||
| 10 | Dr. Daniel Sugai | 397K | 15.8K | 24x |
Showing the top 10 of 242 outliers in Beauty (at least 2x, uploaded in the past 12 months, at most 2 per channel). The full list, every filter, and daily refreshes are in the free Outlier Database.
Open the free Outlier DatabaseHow the Beauty ranking is built
- Every Beauty video is scored against its own channel: its views divided by the median views of that channel's other mature long-form uploads. 7,087 videos from 79 channels are scored in this snapshot.
- A row reaches this table only when it clears four floors — a multiplier of at least 2x, uploaded within the past 365 days, at least 10,000 views, and a channel median of at least 1,000 views. 242 Beauty videos clear all four.
- At most 2 videos per channel appear, so one Beauty channel having a remarkable year cannot take the whole table.
- 28.9% of scored Beauty videos reach 2x or more, 10.1% reach 5x and 3.6% reach 10x — which is what a large multiplier is worth in this niche specifically.
Read the full methodology on the outliers hub, including why the baseline is a median, why Shorts are pooled separately, and which channels are excluded.
Common questions
Do I need new product launches to break out in beauty?
No, but launches are the cheapest source of temporary demand, which is why they cluster near the top. Technique videos, honest comparisons and problem-led content build a slower and far more durable baseline. If every one of your outliers is launch coverage, the channel is renting attention rather than accumulating it.
Why are so many beauty breakouts Shorts?
Because the payoff is visual and instant. A result that takes a long-form video several minutes to reach can be shown in seconds, and the feed rewards that. Shorts sit in their own scoring pool for exactly this reason, so compare a Short with other Shorts and read its multiplier as a question about hooks.
How do I tell a durable winner from a passing trend on this list?
Check the upload date against how specific the title is. A video naming one product in one season captured a window. A video naming a problem — coverage, longevity, sensitivity — keeps arriving from search for years. Both can be outliers, but only the second is something you can build a calendar around.
How many Beauty videos are behind this leaderboard?
7,087 scored Beauty videos from 79 channels in the snapshot dated September 21, 2026. 242 of them clear the leaderboard filter, and this page publishes the strongest 10.
How often does this Beauty leaderboard change?
It is rebuilt from each dataset publish and the page revalidates hourly, so the ranking you are reading belongs to the snapshot dated September 21, 2026. Ranks move between refreshes as views accumulate and as videos age past the 12-month eligibility window.
Keep reading
Public YouTube statistics, snapshot September 21, 2026. Not affiliated with or endorsed by YouTube or the channels shown.
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