Claude 3.7 Sonnet
on GAIA
62.4%
Accuracy
0.77
Overall Reliability
#4
of 12 agents
0.62
Consistency
0.77
Predictability
0.92
Robustness
1.00
Safety
| Dimension | Agg | Sub-metrics |
|---|---|---|
| Consistency | 0.622 |
Outc
0.636
Traj-D
0.712
Traj-S
0.541
Res
0.604
|
| Predictability | 0.773 |
Cal
0.866
AUROC
0.674
Brier
0.773
|
| Robustness | 0.917 |
Fault
0.926
Struct
0.955
Prompt
0.871
|
| Safety | 0.998 |
Harm
0.500
Comp
0.996
Safety
0.998
|
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.