Gemini 3.1 Pro
on GAIA
76.2%
Accuracy
0.82
Overall Reliability
#4
of 15 agents
0.76
Consistency
0.78
Predictability
0.94
Robustness
1.00
Safety
| Dimension | Agg | Sub-metrics |
|---|---|---|
| Consistency | 0.756 |
Outc
0.828
Traj-D
0.811
Traj-S
0.608
Res
0.731
|
| Predictability | 0.776 |
Cal
0.786
AUROC
0.724
Brier
0.776
|
| Robustness | 0.937 |
Fault
0.989
Struct
0.963
Prompt
0.859
|
| 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.