1. Once a valid photo reached the estimator, a result was highly reliable
The estimator recorded 4,643 valid checks and 4,642 successful estimates. That leaves a one-event gap across the full window. This measures the post-validation service path; it does not include visitors who never chose a photo or files rejected before estimation.