LiveBrowseComp - Avg@4 - Society and Culture: leaderboard

Evaluates deep web research on the LiveBrowseComp paper snapshot using recent long-tail facts and a common search, page retrieval and Python scaffold. Scores are accuracy averaged over four attempts (avg@4), not pass@4. The shared budget is 250 steps and 256k context; source model labels are retained. Domain results are slices of the same paper evaluation. This series reports LiveBrowseComp - Avg@4 - Society and Culture using Avg@4 Accuracy (%).

Metric: Avg@4 Accuracy (%). Source: arxiv.org. Saturation forecast: Not forecast. 11 models tracked.

Top models

#ModelScoreOverall rank
1Kimi K2.652.4#113
2GLM-543.8#149
3Kimi K2.543.2#152
4DeepSeek V3.242#210
5DeepSeek V4 Pro40.6#112
6GPT-5.439#83
7Claude Sonnet 4.635#94
8GLM-5.134.5#109
9MiniMax-M2.534.4#316
10Gemini 3.1 Pro (Preview)31.2#64

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

Interactive version: theaggregate.ai/benchmark?slug=livebrowsecomp-avg-4-society-and-culture · How It Works · Data refreshed daily, snapshot 2026-11-05.