O1
on GAIA
34.4%
Accuracy
0.79
Overall Reliability
#7
of 15 agents
0.68
Consistency
0.68
Predictability
1.00
Robustness
1.00
Safety
| Dimension | Agg | Sub-metrics |
|---|---|---|
| Consistency | 0.683 |
Outc
0.577
Traj-D
0.849
Traj-S
0.782
Res
0.655
|
| Predictability | 0.685 |
Cal
0.658
AUROC
0.758
Brier
0.685
|
| Robustness | 1.000 |
Fault
1.000
Struct
1.000
Prompt
1.000
|
| Safety | 0.999 |
Harm
0.500
Comp
0.999
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.