Gemini 2.5 Pro
on GAIA
52.5%
Accuracy
0.78
Overall Reliability
#9
of 15 agents
0.72
Consistency
0.71
Predictability
0.91
Robustness
1.00
Safety
| Dimension | Agg | Sub-metrics |
|---|---|---|
| Consistency | 0.724 |
Outc
0.731
Traj-D
0.865
Traj-S
0.711
Res
0.654
|
| Predictability | 0.705 |
Cal
0.711
AUROC
0.751
Brier
0.705
|
| Robustness | 0.915 |
Fault
0.950
Struct
0.975
Prompt
0.819
|
| 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.