A/B Testingrunning

Empathy Pattern Test

Started Jan 30, 2026 09:004,250 / 10,000 samplesDuration: 5h 32m
Experiment Progress42.5%
Primary Metric:
Variant A is winning with +5.0% lift
Confidence: 97%
Control
v1.3.0

Current production prompt

Traffic50%
Samples2,125
Accuracy89.7%
Latency2.10s
Resolution84.2%
CSAT4.30
Cost/call$0.0082
Variant A
v1.4.0

Added empathy patterns for emotional users

Traffic50%
Samples2,125
Accuracy94.2%
Latency1.82s
Resolution87.3%
CSAT4.60
Cost/call$0.0089
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