NextAct - K1 Codex Retrieval Reranker Overall: leaderboard
NextAct pinned preprint Table 3: same 1,500 forecast points, 50-event context and best-of-three generation as embedding results, scored with Qwen3-Reranker-8B. Gemini is the Preview endpoint. Codex Retrieval supplies DeepSeek additional history; the Native condition has no retrieval. Small-model reranker cells are unreported and remain missing. Metric: Chance-normalized reranker score.
Metric: Chance-normalized reranker score. Source: kkkkawayi.github.io. 1 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | DeepSeek V4 Flash | 0.16 | #145 |
Interactive version: theaggregate.ai/benchmark?slug=nextact-k1-codex-retrieval-reranker-overall · How It Works · Data refreshed daily, snapshot 2026-10-26.