Claude 3.7 Sonnet
on τ-bench (airline, original)
43.6%
Accuracy
0.72
Overall Reliability
#8
of 13 agents
0.67
Consistency
0.54
Predictability
0.96
Robustness
0.88
Safety
| Dimension | Agg | Sub-metrics |
|---|---|---|
| Consistency | 0.665 |
Outc
0.400
Traj-D
0.824
Traj-S
0.721
Res
0.823
|
| Predictability | 0.542 |
Cal
0.537
AUROC
0.534
Brier
0.542
|
| Robustness | 0.962 |
Fault
1.000
Struct
1.000
Prompt
0.887
|
| Safety | 0.884 |
Harm
0.453
Comp
0.788
Safety
0.884
|
Per-Task Outcome Consistency
Each cell represents a task. Color shows outcome consistency across runs. Hover to see task ID.
Consistency Distribution
KDE of per-task outcome consistency. Peaks at 0 or 1 indicate polarized behavior.
Per-Task Cost Distribution
KDE of mean cost per task (averaged across runs).
Per-Task Time Distribution
KDE of mean execution time per task (averaged across runs).
Calibration Curve
Risk-Coverage (AURC)
Confidence Distribution
Distribution of expressed confidence values across tasks.