benchmark author demo
Janus (formerly calibre): confidence-routed fallback study
Measures on Banking77 when Jev can answer alone versus escalate to DeepSeek V4-Pro by confidence threshold, with risk-coverage calibration analysis.
Notes
Routing below 0.67 confidence gave 80.2% accuracy at $0.1033 per 500 decisions versus 78.8% for DeepSeek alone; confidence ran ahead of measured accuracy at every level.
author demo — Result shown by its author. About this label