Software Sprint Management Strategy Comparison on Sprint scenario Standard
16.63Lead time (h/sprint)AI-only baseline
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AI-only baseline2026.05 | 16.63 | 50.5 | 154.57 | 12.4 | 4.1 | |
| Oracle counterfactual baseline2026.05 | 18.36 | 52.8 | 273.54 | 23.2 | 4.71 | |
| LinUCBMode=off2026.05 | 23.13 | 50.2 | 645.91 | 73.4 | 10.69 | |
| LinUCBMode=on2026.05 | 24 | 45.8 | 739.44 | 74.3 | 12.96 | |
| UCB1Mode=off2026.05 | 24.5 | 49.6 | 746.46 | 87 | 12.76 | |
| UCB1Mode=on2026.05 | 25.48 | 43.6 | 864.87 | 91.9 | 16.56 | |
| Human+scheduler baseline2026.05 | 25.73 | 44.9 | 759.19 | 82.2 | 16.57 | |
| ThompsonMode=on2026.05 | 26.1 | 44.4 | 895.45 | 92.7 | 16.1 | |
| Affinity heuristic baseline2026.05 | 26.29 | 50.1 | 855.1 | 95.9 | 13.3 | |
| Random baseline2026.05 | 29.57 | 35.6 | 1,135.27 | 99.8 | 27.54 | |
| Fixed-human baseline2026.05 | 42.12 | 16.6 | 2,106.23 | 100 | 51.92 |