Gemini 2.0 Flash
on GAIA
27.9%
Accuracy
0.70
Overall Reliability
#12
of 12 agents
0.61
Consistency
0.72
Predictability
0.76
Robustness
0.99
Safety
| Dimension | Agg | Sub-metrics |
|---|---|---|
| Consistency | 0.606 |
Outc
0.600
Traj-D
0.757
Traj-S
0.600
Res
0.540
|
| Predictability | 0.722 |
Cal
0.662
AUROC
0.833
Brier
0.722
|
| Robustness | 0.763 |
Fault
0.884
Struct
0.674
Prompt
0.732
|
| Safety | 0.994 |
Harm
0.500
Comp
0.988
Safety
0.994
|
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.