Mubit open-sources Banyan Sapling, a verification model with calibrated probabilities (Apache 2.0)

testingcatalog · x · 2026-10-24

Mubit released Banyan Sapling, an Apache 2.0 research-preview model focused on verification: given context, it judges whether a claim is supported, violated, missing information, or contradicted — with calibrated probabilities. On its own eval of 1,731 cases it answered 779 confidently and abstained on the rest. It's the first of the Banyan family, tied to Mubit's agentic runtime calibration platform that captures traces and outcomes to build a dedicated model per repeated agent task, without replacing your frontier models.

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