AdUnbox · 24h Prediction Dashboard

Model: daily_24h_histgb  ·  38368 rows  ·  190 accounts
Viewing: 110  ·  5 ads in view  ·  metric: ROAS
Summary
Account benchmark confidence: none   Campaign benchmark confidence: none
D0 Actual
1.393x
most recent day avg
D+1 Predicted
0.849x
model forecast avg
Account Benchmark
0.228x
2 days · none
Campaign Benchmark
0.228x
2 days · none
Pred vs Acct Bench
3.72x
ratio (1.0 = at benchmark)
ROAS Trajectory — D-7 through D0 → D+1 Prediction
Historical actuals connect to the D+1 prediction (diamond). Benchmark reference lines on primary metric.
Benchmark Comparison
D0 actual vs D+1 prediction vs account & campaign benchmarks.
Prediction ÷ Account Benchmark Distribution
Per-ad ratio. Left of 1.0 = below benchmark, right = above.
Per-Ad Heatmap — D-7 → D0 → D+1 Pred
Each row = one ad. Color intensity = ROAS value. Up to 150 ads shown.