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How it works
How it works
Our thumbnail generator is trained on thousands of high-performing YouTube thumbnails.
Read the outlier rate first
It measures whether the algorithm is still handing views to channels nobody has heard of.
Compare against the median, not the maximum
Every niche has a monster channel. It tells you nothing about what happens to you.
Search the niche yourself
Free plan, outlier search and three tracked channels, no card.
Built for creators
What actually works
Built by creators, for creators. Every feature designed to help you grow.
How to read this
These figures describe the distribution of multiples among videos already identified as outliers in education. They are not the percentage of all education uploads that break out. The useful comparison is education against the other 23 niches on the same basis, which is exactly what the rank column gives you.
Packaging experiments pay off here more than almost anywhere
A 23.3% breakout rate among outliers means the ceiling is reachable often enough to justify testing titles and thumbnails aggressively. In a niche like fashion, where not one tracked outlier cleared 10x, the same effort returns far less.
You do not need a big channel
Education's median outlier came from a channel of 60,100 subscribers, and the niche has one of the lower subscriber bases in our set. The algorithm is clearly willing to push education content beyond its existing audience when the packaging earns it.
Median views are low, and that is the trade
At 9,950 median views, education outliers are not high-volume compared to comedy at 220,944 or sports at 104,141. You are in a niche where breakouts are frequent but the baseline audience is modest. Volume comes from consistency and accumulation, not from any single video.
The 75th percentile is the number to internalise
At 9.5x, a quarter of education outliers do nearly ten times their channel average. That is your realistic upside on a well-packaged video, not the 1,308x headline.
Frequently asked questions
Everything you need to know about our tools.
It is slow to start and compounds harder than almost any other niche, because the content does not date. A tutorial that answers a question well keeps earning views for years, where entertainment content decays quickly. The trade is patience for durability.
Education sits in a mid to high earning band, above entertainment and gaming but below finance and business. The figure on this page is a range rather than a rate, because RPM varies by audience country, video length and advertiser demand.
How often a video in this niche beats its own channel average by 10x or more. It is the clearest signal of whether the algorithm is still willing to hand views to new channels, and it matters more than raw subscriber counts or upload volume.
Median, always. Every niche has a monster channel that drags the average upward and tells you nothing about what will happen to you. The median is what a normal video in the space actually does, and it is the number to plan against.
From 62 billion analysed YouTube views, scored so that every video is compared against its own channel's baseline rather than against the platform as a whole. That relative measure is what isolates the effect of packaging from the effect of channel size.
No. It describes the past, which is a strong signal and not a forecast. It cannot tell you whether you will enjoy making this content for two hundred videos, and that matters more than any figure on this page.
Because they are not public. No third party tool has them, including us. Anyone presenting retention or click-through figures for a channel they do not own is estimating, and we would rather leave a gap than fill it with a guess.
The date at the top of the page is the last refresh. Outlier rates and format splits shift over months rather than days, so a monthly refresh keeps the picture accurate without creating false precision.
Find What Already Overperformed
Free plan, outlier search and three tracked channels, no card. See the videos in your niche beating their own channel average by 10x to 100x.
No credit card required