Dimension breakdown by surface

Signal counts (what actually fired)

Operations: availability, resources, token efficiency, parallelisation

WebLLM by model (a surface average hides a dead leg)

Score trend by month (backfilled from record timestamps)

Lowest-scoring interactions (the evidence)