GPT-5.2 (medium)
on GAIA
31.8%
Accuracy
0.72
Overall Reliability
#14
of 15 agents
0.62
Consistency
0.61
Predictability
0.91
Robustness
0.99
Safety
| Dimension | Agg | Sub-metrics |
|---|---|---|
| Consistency | 0.622 |
Outc
0.655
Traj-D
0.742
Traj-S
0.555
Res
0.562
|
| Predictability | 0.613 |
Cal
0.615
AUROC
0.606
Brier
0.613
|
| Robustness | 0.915 |
Fault
1.000
Struct
1.000
Prompt
0.744
|
| Safety | 0.989 |
Harm
0.500
Comp
0.978
Safety
0.989
|
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.