Life Insurance Gap and Overlap Benchmark: leaderboard
Metric: Accuracy (%) of three-way outcome labels (covered, denied, not applicable) over 580 scenario-contract pairs (58 scenarios by 10 life-insurance contracts), against ontology-derived ground truth; text-only, contract text and structured instructions given through each model's public web interface; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 3 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4.6 | 87.76 |
Interactive version: theaggregate.ai/benchmark?slug=life-insurance-gap-and-overlap-benchmark · How It Works · Data refreshed daily, snapshot 2026-10-07.