SeekerGym - Wikipedia: leaderboard
Metric: Information-gathering completeness (%): share of a document's information goals recovered by the agent's deduplicated query trajectory, 120 long Wikipedia articles, 3 seeds; higher is better. Source: arxiv.org. Saturation forecast: Around July 2027. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-OSS-20B | 42.5 |
| 2 | Qwen 3 235B A22B 2507 (Thinking) | 41 |
| 3 | GPT-OSS-120B | 38.5 |
| 4 | Gemini 2.0 Flash | 37.9 |
| 5 | GPT-4o Mini | 28 |
Interactive version: theaggregate.ai/benchmark?slug=seekergym-wikipedia · How It Works · Data refreshed daily, snapshot 2026-10-07.