Outlier data · updated September 21, 2026
True Crime YouTube outliers
248,587 True Crime videos from 321 channels are scored in this snapshot, and 303 of them cleared the leaderboard filter. These are the 10 that beat their own channel's median views by the widest margin.
Channels scored
321
Videos scored
248,587
Reach 2x or more
31.4%
5x or more 15.2% · 10x or more 8.3%
Leaderboard pool
303
Videos clearing every eligibility floor
Case selection does most of the work in True Crime, and the leaderboard makes that uncomfortable to look at. A widely known case brings its own demand, so a competent video about a famous story will outperform a meticulous one about an obscure case, and channels feel the pull toward whatever is currently being discussed. Baselines are high because cadence is high and the audience is habitual. Outliers usually come from a case entering general awareness, from new information in an old story, or from a treatment that respects the people involved in a way the genre often does not. Read the top rows for what each title promises to reveal, and be honest about the difference between a video that informs and one that only supplies detail.
| Rank | Video | Channel | Views | Channel median | Multiplier | Published |
|---|---|---|---|---|---|---|
| 1 | Treexkz Knaxkz | 67.7K | 1.1K | 62x | ||
| 2 | Scammer Payback | 12.3M | 206K | 59x | ||
| 3 | Hidden True Crime | 882K | 22.7K | 41x | ||
| 4 | Scammer Payback | 7.6M | 206K | 37x | ||
| 5 | Bailey Sarian | 5.3M | 156K | 34x | ||
| 6 | Treexkz Knaxkz | 36.5K | 1.1K | 33x | ||
| 7 | Police off the Cuff | 78.8K | 3.6K | 27x | ||
| 8 | Bailey Sarian | 3.7M | 156K | 24x | ||
| 9 | Hidden True Crime | 484K | 22.7K | 23x | ||
| 10 | Police off the Cuff | 26K | 3.6K | 22x |
Showing the top 10 of 303 outliers in True Crime (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 True Crime ranking is built
- Every True Crime video is scored against its own channel: its views divided by the median views of that channel's other mature long-form uploads. 248,587 videos from 321 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. 303 True Crime videos clear all four.
- At most 2 videos per channel appear, so one True Crime channel having a remarkable year cannot take the whole table.
- 31.4% of scored True Crime videos reach 2x or more, 15.2% reach 5x and 8.3% 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
Does case choice really matter more than production?
At the top of the rankings, yes. A famous case supplies demand that no amount of craft can manufacture, which is why those rows cluster together. Production and research decide whether the audience stays and returns, which is what turns a single result into a channel.
Is there an audience for lesser-known cases?
A smaller and more loyal one. Obscure cases will not produce the largest numbers, but they face far less competition and the viewers who arrive are choosing the channel rather than the story. Several durable channels are built entirely on cases nobody else covers.
How do I handle a case responsibly and still earn attention?
Lead with the question rather than the detail. The rows that hold up name what is unresolved or what was missed, which gives the video a purpose beyond the crime itself. Sensational framing collects one audience and spends the credibility that would have brought them back.
How many True Crime videos are behind this leaderboard?
248,587 scored True Crime videos from 321 channels in the snapshot dated September 21, 2026. 303 of them clear the leaderboard filter, and this page publishes the strongest 10.
How often does this True Crime 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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