Mr Dre - Content Feedback Incorporation Rate: leaderboard
Metric: Incorporation rate (%; turn-2 revision after content feedback: share of the fed-back checklist criteria fully covered in the revised report; averaged over ResearchRubrics, RigorousBench and ResearcherBench questions; GPT-4.1-mini judge). Source: arxiv.org. Saturation forecast: Around December 2026. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Sonar Deep Research | 92.6 |
| 2 | Tongyi DeepResearch 30B A3B | 90.2 |
Interactive version: theaggregate.ai/benchmark?slug=mr-dre-content-feedback-incorporation-rate · How It Works · Data refreshed daily, snapshot 2026-09-26.