Try Hanzo

Benchmarks / Kai / Joint decisions

Kai · Capability

Joint decisions

Several typed fields decided together on one case, scored on all of them at once.

Latest

History

One result so far. Its history fills in as later runs are posted.

MeasuredSubjectMetricValueBaselineResultStatus
Sep 28, 2026Kai a6 · a211cc70Accuracy30.6%Jev 83.7%LossLive · Hanzo-measured

Conditions

the same cases to both modelsJev: typesafe/jev-1.13, measured Sep 27, 2026

Hardware

on dgx

Source

research run cap.joint-cases-a6.a211cc70-kai

Reproduce

bench cap --harness . --who kai,jev --kai <checkpoint> # in hanzoai/benchmarks/decision

More Kai benchmarks

AG News · DAIR Emotion · Banking77 · Support triage · Email spam · Phishing · Jailbreak · Toxicity · RAG relevance · Model routing · Typed decisions · MASSIVE · AG News, validation split · Support triage, validation split · Typed decisions, validation split · HarmBench (benign prompts) · Choosing among many options · Release gate against Jev · Latency of one decision

Every result for Joint decisions on the shelf · How these are measured

Build what’s next.