Outlier data · updated September 21, 2026
Fashion YouTube outliers
5,500 Fashion videos from 83 channels are scored in this snapshot, and 282 of them cleared the leaderboard filter. These are the 10 that beat their own channel's median views by the widest margin.
Channels scored
83
Videos scored
5,500
Reach 2x or more
24.2%
5x or more 6.6% · 10x or more 2.0%
Leaderboard pool
282
Videos clearing every eligibility floor
Seasons, trends and price brackets carve Fashion into audiences that rarely mix. A channel doing thrift and budget styling and a channel covering runway collections sit under the same label while serving completely different viewers, and their baselines reflect that. Outliers usually happen when a video crosses a bracket: luxury judged on value, cheap clothing tested for durability, a trend explained to people who find it ridiculous. Shorts carry a large share of discovery, because an outfit reads instantly in a feed and a transformation needs no narration. Cadence tends to be high, which keeps medians reasonably firm. Read the top rows for what the thumbnail asks the viewer to compare, since almost every strong result in this niche is built on a comparison of some kind — before and after, expensive and cheap, expected and actual.
| Rank | Video | Channel | Views | Channel median | Multiplier | Published |
|---|---|---|---|---|---|---|
| 1 | by CHLOE WEN | 1.2M | 16.1K | 75x | ||
| 2 | FF Channel | 236K | 5.3K | 58x | ||
| 3 | FF Channel | 191K | 5.3K | 57x | ||
| 4 | amy tran | 360K | 11.8K | 31x | ||
| 5 | Fashion Roadman | 141K | 6K | 24x | ||
| 6 | Fashion Roadman | 63.8K | 6K | 22x | ||
| 7 | Anna Dysett | 183K | 9.9K | 19x | ||
| 8 | emi’s spellbook | 598K | 42.4K | 16x | ||
| 9 | HauteLeMode | 2.1M | 163K | 13x | ||
| 10 | HauteLeMode | 2.1M | 163K | 13x |
Showing the top 10 of 282 outliers in Fashion (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 Fashion ranking is built
- Every Fashion video is scored against its own channel: its views divided by the median views of that channel's other mature long-form uploads. 5,500 videos from 83 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. 282 Fashion videos clear all four.
- At most 2 videos per channel appear, so one Fashion channel having a remarkable year cannot take the whole table.
- 24.2% of scored Fashion videos reach 2x or more, 6.6% reach 5x and 2.0% 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
Why do comparison videos dominate fashion leaderboards?
Because a comparison gives a stranger a question to resolve. A single outfit asks the viewer to already like your taste, while two options in one thumbnail create a decision they want settled. That works in every price bracket, which is why the shape recurs on channels with nothing else in common.
Is a trend video worth making if the trend disappears?
It is worth making for reach, not for the back catalog. Trend coverage builds an audience quickly and then stops earning, so a channel relying on it has to keep running. Balance it with durable material such as fit, fabric, care and cost per wear, which keeps arriving from search afterward.
How do Shorts change what counts as an outlier here?
They raise the ceiling and the noise together. A styling Short can reach far past a channel's usual audience, which is why Shorts are scored in their own pool. Read a strong Shorts multiplier as evidence the look was legible in a second, not as proof the idea supports a longer video.
How many Fashion videos are behind this leaderboard?
5,500 scored Fashion videos from 83 channels in the snapshot dated September 21, 2026. 282 of them clear the leaderboard filter, and this page publishes the strongest 10.
How often does this Fashion 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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