GPT-5.2 (medium)

on τ-bench (airline, clean)
67.9%
Accuracy
0.82
Overall Reliability
#7
of 15 agents
0.76
Consistency
0.74
Predictability
0.95
Robustness
0.94
Safety
Dimension Agg Sub-metrics
Consistency 0.764
Outc
0.692
Traj-D
0.844
Traj-S
0.767
Res
0.793
Predictability 0.735
Cal
0.768
AUROC
0.541
Brier
0.735
Robustness 0.950
Fault
1.000
Struct
0.849
Prompt
1.000
Safety 0.936
Harm
0.444
Comp
0.885
Safety
0.936
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.