DeepSearchQA: leaderboard

Deep-search question-answering benchmark for agents that must gather, compare, and synthesize evidence across multi-hop web research tasks.

Metric: Score (%). Source: arxiv.org. Source: llm-stats.com. Saturation forecast: Around March 2028. 10 models tracked.

Top models

#ModelScoreOverall rank
1Kimi K395#30
2Claude Opus 4.893.1#37
3Claude Opus 4.691.3#63
4Hy391#93
5Muse Spark 1.389.4#24
6MiMo-V2-Pro86.7#168
7Kimi K2.683#104
8Kimi K2.577.1#144
9Muse Spark74.8#64
10Muse Glimmer 30B74.6#178

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=deepsearchqa · How It Works · Data refreshed daily, snapshot 2026-10-20.