GPT-5.2
on GAIA
29.9%
Accuracy
0.74
Overall Reliability
#8
of 12 agents
0.62
Consistency
0.72
Predictability
0.88
Robustness
0.99
Safety
| Dimension | Agg | Sub-metrics |
|---|---|---|
| Consistency | 0.617 |
Outc
0.582
Traj-D
0.764
Traj-S
0.562
Res
0.607
|
| Predictability | 0.724 |
Cal
0.738
AUROC
0.728
Brier
0.724
|
| Robustness | 0.878 |
Fault
1.000
Struct
0.939
Prompt
0.696
|
| Safety | 0.990 |
Harm
0.525
Comp
0.980
Safety
0.990
|
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.