VideoTrendsOutlier finder
Find the videos beating their own channel
A video pulling 10× its channel’s usual views is not luck. It is a format taking off. Search any topic and see the exact multiplier, measured against each channel’s own median.
Start freeFree during early access. No card required.
Why big view counts mislead you
- A video with 2M views on a channel that always does 2M tells you nothing. One with 500K on a channel that normally does 50K tells you everything.
- YouTube’s trending page shows what is already big in your country. By then the format has been copied for weeks.
- Comparing a video against its channel median by hand means opening 50 tabs, reading numbers off thumbnails, and doing arithmetic you will not repeat tomorrow.
Live from our index
Outliers detected right now
Real videos, real multipliers, measured against each channel’s median. Refreshed as new view counts come in.
The Ultimate Beginner’s Guide to Claude AI
Metics Media · 🇬🇧 en · 1.8M views · median 18.1K · ↗ +40.8K/24h
×97.7
How Gemini 3.6 Flash helped this dairy farmer run his business
Google · 🇬🇧 en · 4M views · median 85.4K
×46.4
Fix No Internet, Secured Error - WiFi Connected but No Internet on Windows 11/10
Sandeep Singh · 🇬🇧 en · 195.4K views · median 6.9K · ↗ +710/24h
×28.2
Introduction to Cognitive Bias: Crash Course Scientific Thinking #1
CrashCourse · 🇬🇧 en · 1.2M views · median 45.5K · ↗ +1.2K/24h
×26.9
The Man Who Calls BS On AI: They’re LYING About AI, 2027 Is When It All Breaks! | Ed Zitron
The Diary Of A CEO · 🇬🇧 en · 9.1M views · median 366.1K
×24.8
AI Can Finally Get Past Login Screens (Safely)
Tech With Tim · 🇬🇧 en · 1.3M views · median 54.3K
×23.2
How the multiplier is calculated
We take the channel’s median
Not the average, but the median of its recent videos. One viral hit would drag an average upward and hide every other outlier on that channel.
We divide the video by that median
A video at 997K views on a channel whose median is 172K scores ×5.8. Same maths for a 3,000-subscriber channel and a 30-million one.
We keep watching it
View counts are re-read continuously, so you see whether a signal is still climbing or has flattened out.
What you get
Exact multiplier, not a guess
Every video carries its score and the two numbers behind it: its views and its channel’s median.
Search any topic
Type a subject and we score every channel that comes back, including ones you have never heard of.
Works at any channel size
A ratio normalises size, so a small channel breaking out ranks next to a giant one.
Filter to what matters
By language, publication window, minimum multiplier, views, subscriber count and duration.
Save what you find
Bookmark videos into folders, add a note explaining why, export the lot to CSV.
Any public channel
No need for the creator to be a customer. If the channel is public, it can be measured.
Versus doing it by hand
| By hand | VideoTrends | |
|---|---|---|
| Score against the channel’s own median | Manual arithmetic per video | |
| Median rather than average | Skewed by one viral hit | |
| Covers channels in other languages | Only what you already follow | |
| Repeated automatically | Redone from scratch each time | |
| History of the view curve | Not available after the fact |
FAQ
What is a YouTube outlier video?
A video that significantly overperforms its own channel’s baseline, typically several times the channel’s median views on recent uploads. It is not about absolute view count: 500K views on a channel that normally does 50K is a far stronger signal than 2M on a channel that routinely does 1.5M.
Why the median and not the average?
A single viral video pulls an average upward and hides every other outlier on that channel. The median, the middle value of recent uploads, is not moved by one exceptional result, so it stays a fair baseline.
Can I check a channel I do not own?
Yes. Everything is computed from public data: view counts, publication dates, durations. You never need access to anyone’s YouTube Studio, and private analytics such as watch time or retention are never involved.
How many videos do you need before a score is reliable?
A channel needs at least three recent videos for a median to mean anything. Below that no score is shown, rather than showing a number we cannot stand behind.
Is it free?
Yes, during early access. Create an account and the outlier finder is available with no card and no trial limit.
Find your first outlier in the next five minutes
Create an accountFree during early access. No card required.
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