Cloudflare Clef Release - ToolRet · nDCG@10: leaderboard
Cloudflare Clef Release - ToolRet · nDCG@10: Native benchmark accuracy/F1/nDCG (%). Cloudflare Clef multimodal release: vendor-run native decision benchmark percentages and controlled multi-action workflow accuracy. Clef-Omni, Clef and Clef-Flash remain separate actual released model identities, native API decision interface. Unknown Jev version in the comparator is withheld. No default inference configuration is imputed. Speed table is not capability.
Metric: Native benchmark accuracy/F1/nDCG (%). Source: blog.cloudflare.com. Saturation forecast: Rough model projection: around 2026. 3 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Clef 27B | 69.19 | |
| 2 | Clef-Omni | 66.6 | |
| 3 | Clef flash 9.5B | 66.43 |
Interactive version: theaggregate.ai/benchmark?slug=cloudflare-clef-release-toolret-ndcg-10 · How It Works · Data refreshed daily, snapshot 2026-11-12.