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TubeGrade finds YouTube videos that got far more views than their channel usually gets, so you can see which topics, titles and thumbnails work.

Which is more popular?
Website, pricing, platforms and company facts side by side.
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| Website | nullstack.app | tubegrade.com |
| Pricing | ||
| Platforms | — | |
| Company | — | Startup from India |
| Listed in |
In their own words, as submitted to SaaSHub.


No description of Nullstack yet.
TubeGrade is a YouTube research tool built around one idea: a video's views only mean something next to its channel's usual views. TubeGrade calls that the outlier score — a video with 10× got ten times what its channel normally gets — and uses it everywhere. With TubeGrade you can: -...
What each product offers, as listed by its team.


Possible disadvantages
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Full-stack with Nullstack - Part 3
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How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Nullstack and TubeGrade.
TubeGrade's answer:
TubeGrade is built around one number: the outlier score — a video's views divided by its own channel's usual views. A video with 10× got ten times what that channel normally gets, so a small channel's breakout counts as much as a big channel's. The same data is available three ways: the web app, a browser extension that shows the scores right on YouTube, and an MCP server that lets AI assistants such as Claude use TubeGrade's tools directly.
TubeGrade's answer:
TubeGrade's answer:
YouTube creators planning their next video, plus the strategists, agencies and marketers who research niches and competitors for them. The free tools also serve anyone who needs quick YouTube data, such as channel stats, tags, transcripts or thumbnails.
TubeGrade's answer:
TubeGrade's answer:
I'm a YouTube creator and I run a YouTube video editing agency. Every week, our clients asked the same thing: "What should we make next?" Big view counts didn't help — a video with 1 million views can be a flop on a huge channel and a breakout on a small one. So I built TubeGrade, a YouTube research tool that compares every video to its own channel's usual views and finds the outlier videos. Now creators can see which topics, titles and thumbnails are working — before they film.
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