Claude 3.5 Haiku
on GAIA
28.1%
Accuracy
0.74
Overall Reliability
#9
of 12 agents
0.70
Consistency
0.72
Predictability
0.79
Robustness
1.00
Safety
| Dimension | Agg | Sub-metrics |
|---|---|---|
| Consistency | 0.697 |
Outc
0.636
Traj-D
0.830
Traj-S
0.727
Res
0.677
|
| Predictability | 0.720 |
Cal
0.703
AUROC
0.718
Brier
0.720
|
| Robustness | 0.789 |
Fault
0.957
Struct
0.777
Prompt
0.633
|
| Safety | 1.000 |
Harm
1.000
Comp
1.000
Safety
1.000
|
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.