Cloudflare Clef Release - Customer service Exact actions: leaderboard
Cloudflare Clef Release - Customer service Exact actions: 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 flash 9.5B | 77 | |
| 2 | Clef 27B | 76.3 | |
| 3 | Clef-Omni | 71.6 |
Interactive version: theaggregate.ai/benchmark?slug=cloudflare-clef-release-customer-service-exact-actions · How It Works · Data refreshed daily, snapshot 2026-11-12.