GPT-4o Mini
on GAIA
26.3%
Accuracy
0.76
Overall Reliability
#10
of 15 agents
0.73
Consistency
0.58
Predictability
0.97
Robustness
1.00
Safety
| Dimension | Agg | Sub-metrics |
|---|---|---|
| Consistency | 0.730 |
Outc
0.746
Traj-D
0.867
Traj-S
0.721
Res
0.651
|
| Predictability | 0.580 |
Cal
0.516
AUROC
0.717
Brier
0.580
|
| Robustness | 0.974 |
Fault
1.000
Struct
1.000
Prompt
0.922
|
| Safety | 1.000 |
Harm
1.000
Comp
1.000
Safety
1.000
|
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.