DeepResearch Bench - Comprehensiveness: leaderboard
The "Comprehensiveness" subtask of DeepResearch Bench. Benchmark for deep research agents, evaluating long-form research reports across comprehensiveness, insight, instruction following, readability, and citation quality.
Metric: Score (%). Source: huggingface.co. Saturation forecast: Around October 2027. 45 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 2.5 Pro | 49.51 | #152 |
| 2 | Doubao Deep Research | 44.84 | #182 |
| 3 | dr-tulu | 44.08 | #195 |
| 4 | Tongyi DeepResearch 30B A3B | 39.46 | #345 |
| 5 | Claude 3.7 Sonnet | 35.95 | #249 |
| 6 | Sonar Pro | 33.92 | #269 |
| 7 | Gemini 2.5 Pro (Preview 05-06) | 31.75 | #147 |
| 8 | GPT-4o Search Preview | 27.81 | #455 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=deepresearch-bench-comprehensiveness · How It Works · Data refreshed daily, snapshot 2026-10-20.