jevland

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.

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

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