BankerToolBench Verifier - Kappa: leaderboard

BankerToolBench Verifier - Kappa. Source TableA10,judging same expert-labeled taskset and ground truth. Judge models are evaluated as verifiers,not task-solving agents. Cost/latency excluded. Metric: Cohen kappa (−1–1). Primary published table; source configurations remain distinct.

Metric: Cohen kappa (−1–1). Source: arxiv.org. Saturation forecast: Estimated already saturated. 3 models tracked.

Top models

#ModelScoreOverall rank
1Claude Sonnet 4.60.78#89
2Gemini 3 Flash (Preview)0.76#80
3Gemini 3 Pro (Preview)0.73#64

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #7 Gemini 4 Argon.

Interactive version: theaggregate.ai/benchmark?slug=bankertoolbench-verifier-kappa · How It Works · Data refreshed daily, snapshot 2026-10-16.