Free to use · No sign-up
Video Performance Analyzer
See typical views, variability, and how much the top video contributes.
Uses only the values you paste. Videos should have comparable formats and time since publication. Past views do not predict future results.
One whole number per line, or comma-separated. No thousands separators or K/M suffixes. Up to 10,000 videos.
View distribution
Paste view counts to see the analysis.
Inputs and files stay in this browser and are not uploaded. Reloading or switching languages clears your work; export before leaving.
01 / In practice
From input to outcome
A single breakout video can lift a channel's average far above its typical result. Compare the median with the mean before using recent views as an input to a sponsorship discussion.
Choose comparable videos
Use similar formats and publication ages. Avoid mixing Shorts and long-form videos in one sample.
Paste the view counts
Enter whole numbers, one per line. Remove thousands separators and K/M suffixes first.
Read the distribution
Compare median, mean and the top video's share. Export the summary to keep a record of this sample.
02 / Worked example
When one video changes the average
The 95,000-view video accounts for over two thirds of the sample's views. The mean is more than twice the median. Neither number guarantees the performance of a sponsored post.
- View counts
- 12,000 · 15,000 · 18,000 · 95,000
- Mean
- 35,000
- Median
- 16,500
- Top video's share
- 67.9%
03 / Good to know
Before you use the result
Does it fetch YouTube or TikTok data?
No. It only analyzes numbers you paste. Collect a comparable sample from your own records or the platform before using the tool.
What does the coefficient of variation mean?
It is population standard deviation divided by the mean, expressed as a percentage. A larger value indicates a wider spread relative to average views; it is not a quality score.
Can I use 12K or 1,200?
Use 12000 and 1200 instead. Commas are treated as separators between values, not thousands separators. The tool accepts up to 10,000 non-negative whole-number counts.