GPT-4o Mini
on GAIA
22.0%
Accuracy
0.73
Overall Reliability
#10
of 12 agents
0.63
Consistency
0.69
Predictability
0.87
Robustness
1.00
Safety
| Dimension | Agg | Sub-metrics |
|---|---|---|
| Consistency | 0.634 |
Outc
0.636
Traj-D
0.660
Traj-S
0.545
Res
0.662
|
| Predictability | 0.686 |
Cal
0.603
AUROC
0.795
Brier
0.686
|
| Robustness | 0.873 |
Fault
0.807
Struct
0.972
Prompt
0.839
|
| Safety | 0.999 |
Harm
0.500
Comp
0.998
Safety
0.999
|
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.