AI Reliability Console
Monitor behavior, manage risk, and ship confidently
Evaluation Studio / Run
Support Assistant v3 - Pre-release
Support Assistant · gpt-4.1 · run_224
Decision
Pending
Confidence
68%
Overall Score
84
Release Gate
2.7%
Critical Failure Rate
Release GateRegressionCost EfficiencyDisagreement 13.4%
Policy citation failures are concentrated in refund edge-cases, with elevated cross-judge disagreement.
Derived metrics
Helpfulness: 82Information Density: 79Format Adherence: 94Coherence: 78
Decision metrics by intent
Release Gate
Decision: Pending
Critical Failure Rate: 2.7%
Pass Rate: 89.2%
Regression
Regression %: 2.1%
Result Variance %: 4.6%
Pass Rate: 89.2%
Cost Efficiency
Average Cost Per Run: $0.018
Total Cost of Bench: $37.8
Total Tokens (Input / Output): 1.82M / 0.94M
Policy pack: Regulated Support v4Evaluator versions lockedResidency: US-EastAudit evidence chain: active
Run Metric Timeline
Quality and risk evolution during execution.
Judge Score Breakdown
Per-metric score spread across evaluators.