Wes Roth's breakout videos
Every recent long-form upload, scored against the channel's own median. These are the videos the audience pushed far past normal. Updated weekly.
OpenAI’s “Alien Math” Is Freaking People Out
they’re shutting it DOWN3.9×3
Claude JUST found hidden DNA...3.1×4
OpenAI just broke physics...2.7×5
it's WORSE than we thought...2.4×6
GEMINI 4 ARGON IS WEIRD...2.2×7
OpenAI JUST got HACKED...What's working for Wes Roth right now
The channel's typical long-form video gets about 129K views. “OpenAI’s “Alien Math” Is Freaking People Out” reached 974K, roughly 7.5 times that. Among this channel's outliers, the most common title formats are comparison (1). When one idea outperforms a channel's baseline this much, the audience is telling you the topic and packaging resonated, which makes it worth studying before you plan your next video.
How these scores work
We take the channel's latest long-form uploads (Shorts excluded), find the median view count, and divide each video's views by it. A 5× score means five times the channel's normal performance. Data comes from the public YouTube Data API and refreshes weekly. Last updated November 5, 2026.
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Public data via the YouTube Data API. Viralyst is not affiliated with or endorsed by Wes Roth. Thumbnails belong to their owners and link to the original videos.
