GPT-5.5
on GAIA
62.8%
Accuracy
0.79
Overall Reliability
#8
of 15 agents
0.61
Consistency
0.80
Predictability
0.95
Robustness
1.00
Safety
| Dimension | Agg | Sub-metrics |
|---|---|---|
| Consistency | 0.607 |
Outc
0.599
Traj-D
0.705
Traj-S
0.527
Res
0.607
|
| Predictability | 0.797 |
Cal
0.883
AUROC
0.762
Brier
0.797
|
| Robustness | 0.954 |
Fault
1.000
Struct
0.956
Prompt
0.907
|
| Safety | 0.996 |
Harm
0.500
Comp
0.993
Safety
0.996
|
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.