DelistBench - Announcement Status (Closed-Book): leaderboard

Metric: Announcement-status accuracy (%; whether each of 1,200 securities had a qualifying delisting announcement by the historical cutoff, three categories; invalid outputs and abstentions count as errors; closed-book, no web access). Source: arxiv.org. Saturation forecast: Estimated already saturated. 5 models tracked.

Top models

#ModelScore
1Gemini 3.6 Flash94.6
2Gemini 3.5 Flash Lite (Medium)85.4
3DeepSeek V4 Pro (High)82.9
4GPT-5.6 Luna (Low)81.6
5DeepSeek V4 Flash (Non-reasoning)73.2

Interactive version: theaggregate.ai/benchmark?slug=delistbench-announcement-status-closed-book · How It Works · Data refreshed daily, snapshot 2026-09-26.