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Benchmarks / Kai / Banking77

Kai · Decision harness

Banking77

Kai and Jev on the same 400 questions of Banking77, one run per Kai revision.

Latest

History

8 results across 2 metrics, newest first. Superseded runs stay, so a revision's progress can be read.

82%88%94%09-2709-2810-0310-16Kai a5 · df1c16a2: 90.8%, Sep 27, 2026Kai a8 · 0cfeef05: 89.8%, Sep 28, 2026Kai a7 · 0834a74f: 90.8%, Sep 28, 2026Kai a6 · a211cc70: 92.3%, Sep 28, 2026kai-1 · 0834a74f: 90.8%, Oct 3, 2026kai-1.4 · c1856a77: 88.0%, Oct 16, 2026
MeasuredSubjectMetricValueBaselineResultStatus
Oct 16, 2026kai-1.4 · c1856a77Accuracy88.0%Jev 83.5%
Win
Live · Hanzo-measured
Oct 3, 2026kai-1 · 0834a74fAccuracy90.8%Jev 83.5%
Win
Superseded · Hanzo-measured
Sep 28, 2026Kai a8 · 0cfeef05Accuracy89.8%Jev 83.5%
Win
Superseded · Hanzo-measured
Sep 28, 2026Kai a7 · 0834a74fAccuracy90.8%Jev 83.5%
Win
Superseded · Hanzo-measured
Sep 28, 2026Kai a6 · a211cc70Accuracy92.3%Jev 83.5%
Win
Superseded · Hanzo-measured
Sep 28, 2026Kai a6 · a211cc70Calibration error (ECE)0.061Jev 0.073
Win
Superseded · Hanzo-measured
Sep 27, 2026Kai a5 · df1c16a2Accuracy90.8%Jev 83.5%
Win
Superseded · Hanzo-measured
Sep 27, 2026Kai a5 · df1c16a2Calibration error (ECE)0.065Jev 0.073
Win
Superseded · Hanzo-measured

Conditions

split: harness400 questions, 400 answereddataset dde140a63fc56 Kai revisions measuredJev: typesafe/jev-1.13-20260917, measured Sep 25, 2026

Hardware

CPU AS SERVED

Source

research run jev.banking77_full-harness-kai-1.4.c1856a77-kai

Reproduce

bench score --harness . --kai results/kai/preds.json.gz --out results/scores.json # in hanzoai/benchmarks/decision @ 5f616dd

More Kai benchmarks

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Every result for Banking77 on the shelf · How these are measured

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