DailyReport (Deep Research Agents): leaderboard
Metric: User preference score (1-4: unhelpful, deficient, acceptable, perfect), aggregated from subtask results weighted by user-perceived importance; open-ended daily search tasks on trending topics decomposed into subtasks with cascade rubrics, judged by Gemini 3 Flash; native deep research agents with built-in search, 1,800-second timeout; higher is better. Source: arxiv.org. Saturation forecast: Around May 2027. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | O3 Deep Research | 2.42 |
Interactive version: theaggregate.ai/benchmark?slug=dailyreport-deep-research-agents · How It Works · Data refreshed daily, snapshot 2026-09-29.