Prediction scores preserved for outcome attainers in dynamic pipelines

Now you can confidently run performance analyses on dynamic predictions—even when individuals have already attained the outcome.

When dynamic prediction is enabled, Faraday updates scores in real time based on the latest available data. Previously, if someone had already attained the predicted outcome at the time of processing, their score fields were left empty. This made it difficult to analyze how well the model performed after the fact.

With this update, those individuals now retain their original probability and percentile scores—captured as they were at the moment of attainment. That means cleaner, more complete reporting when comparing predicted vs. actual outcomes over time.

No changes are required to your pipeline setup or outputs; these updated values will be included automatically where applicable.