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One thumbnail shows a QPTR of 3.06% in the play-through rate chart (image 1), yet its impression count displays as 0 in the “Impressions by Thumbnail” chart at the same point in time (3/14/26, 2:00 AM) (image 2). A 3.06% QPTR with zero impressions is a mathematical impossibility, one of these values is incorrect, indicating a data pipeline inconsistency.
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Despite the 3.06% QPTR thumbnail clearly being the top performer, the system is not recommending it as the winner. A lower-performing thumbnail is being favored instead, which appears to be a direct consequence of the incorrect impression data skewing the recommendation algorithm. (Image 3)
FOR STAFF
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Image 1:
Image 2:
Image 3:
Expected behavior
- A thumbnail with a recorded Qualified Play Through Rate (QPTR) must have received impressions, both charts should reflect consistent data for the same thumbnail.
- The system should recommend the thumbnail with the highest QPTR as the winner. In this case, the thumbnail with a 3.06% QPTR should be the recommended winner, as it outperforms all other variants.
A private message is associated with this bug report