gpt-4o · 7d · 4,218 traces
gpt-4o-prod
Q1 Eval Run
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2025-01-14
2025-01-07
2024-12-31
1,847 codes · 9 clusters
Cluster Map
4,218 traces 1,847 codes 9 clusters
All codes Freq > 20 Outliers
Clusters 9
Confidence calibration
312
Deflection patterns
278
Over-hedging
241
Factual assertion
198
Instruction follow
187
Format deviation
143
Scope creep
119
Refusal cascade
94
Verbosity drift
88
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−
Active cluster
Cluster
Code
UMAP-1 1.0 UMAP-2 format deviation 143 over-hedging 241 deflection 278 verbosity 88 factual assert. 198 scope creep 119 refusal 94 instruction fol. 187 confidence calibration 312 codes −0.5 0.0 0.5
Confidence calibration
Codes312
Judge avg0.74
Consensus0.61
Drift+0.13 ↑