Behind the Research: Context Rot
Published July 22, 2025
At a glance
Views
6,744
Likes
219
Comments
15
Performance vs. channel
All-time outlier score
Engagement rate
More features coming
We're working on new analytics and tools. Stay tuned.
About
Go deep behind the research with Kelly Hong and Anton Troynikov. Chroma's latest technical report: "Context Rot" investigates how model performance grows increasingly unreliable as input length grows. In this followup, Kelly and Anton expand on the story of how we came to work on this, surprising results, and key imp…
- Published
- July 22, 2025
- Made for kids
- No
More features coming
We're working on new analytics and tools. Stay tuned.
How Behind the Research: Context Rot is doing
It has 6.74K views in total. It ranks #14,689,193 among tracked YouTube videos by views.
Key facts about Behind the Research: Context Rot
- Total views
- 6.74K
- Total likes
- 219
- Total comments
- 15
- Published
- July 22, 2025
- Global rank by views
- #14,689,193
Frequently asked questions
How many views does Behind the Research: Context Rot have?
Behind the Research: Context Rot has 6,744 views, 219 likes and 15 comments, ranking #14,689,193 among tracked YouTube videos by views.
How accurate are these YouTube video analytics?
View, like, and comment counts come from YouTube's public API and refresh regularly. Growth and revenue figures are estimates built from tracked historical data, so they can differ slightly from what the creator sees privately in YouTube Studio.
What is the outlier score?
How this video's views compare to the channel's usual Shorts or long-form video. A 2x score means double the usual views for that channel, 0.5x means half.
What is engagement rate and how is it calculated?
Likes and comments per view, compared to this channel's typical engagement rate — shown as above or below what's usual for the channel.
How is the revenue estimate calculated?
It's a rough public estimate based on a $0.7–$2.0 CPM (revenue per 1,000 views) applied to view count — not actual creator earnings, which depend on ad rates, audience geography, and monetization settings YouTube doesn't expose publicly.
Is this YouTube video analytics checker free?
Yes. You get 10 free channel and video analytics lookups per 24 hours without an account — logging in, which is also free, removes that limit entirely.