Results, review and analytics

Every attempt stores the revision it was taken on, its plan (question draws and shuffles), the answers and versioned evaluations. Authors see attempts per content with filters, open a result, review free answers and files with points, rubrics and feedback, regrade after fixing a question, or void test runs.

Analytics

The dashboard shows completion funnels, score distributions, daily series, per-question statistics (option distributions, correct rates, difficulty) and revision comparisons. Cohorts smaller than the workspace privacy threshold are suppressed. Dialogue simulators add branch statistics; assignments add per-item statistics isolated from the reused content.

Exports

CSV, XLSX, JSON and PDF exports run as background jobs with quota accounting. Personal fields are masked unless the exporter holds the permission to read responses. Spreadsheet cells are protected against formula injection.