GPT-4 Turbo
on GAIA
20.0%
Accuracy
0.76
Overall Reliability
#6
of 12 agents
0.70
Consistency
0.75
Predictability
0.81
Robustness
1.00
Safety
| Dimension | Agg | Sub-metrics |
|---|---|---|
| Consistency | 0.703 |
Outc
0.715
Traj-D
0.783
Traj-S
0.653
Res
0.676
|
| Predictability | 0.752 |
Cal
0.689
AUROC
0.837
Brier
0.752
|
| Robustness | 0.815 |
Fault
0.869
Struct
0.758
Prompt
0.818
|
| 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.