Claude 3 Haiku
on GAIA
12.9%
Accuracy
0.69
Overall Reliability
#15
of 15 agents
0.71
Consistency
0.49
Predictability
0.86
Robustness
0.99
Safety
| Dimension | Agg | Sub-metrics |
|---|---|---|
| Consistency | 0.706 |
Outc
0.844
Traj-D
0.778
Traj-S
0.546
Res
0.614
|
| Predictability | 0.489 |
Cal
0.381
AUROC
0.730
Brier
0.489
|
| Robustness | 0.865 |
Fault
1.000
Struct
0.938
Prompt
0.656
|
| Safety | 0.995 |
Harm
0.500
Comp
0.989
Safety
0.995
|
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.