---
title: "Cloudflare releases open Clef-omni multimodal decision model"
url: https://www.parallelquant.com/posts/cloudflare-releases-open-clef-omni-multimodal-decision-model-423a86
source_name: "MarkTechPost"
source_url: https://www.marktechpost.com/2026/10/11/cloudflare-clef-omni-multimodal-decision-model/
published: 2026-10-11T23:15:52.000Z
topics: ["open source", "products"]
publisher: "Parallel Quant"
---

# Cloudflare releases open Clef-omni multimodal decision model

*2026-10-11 · Source: [MarkTechPost](https://www.marktechpost.com/2026/10/11/cloudflare-clef-omni-multimodal-decision-model/)*

Cloudflare released Clef-omni, an Apache-2.0 model built on Qwen3-Omni-30B-A3B. It scores text, images, audio and video in a single call, priced at $0.15 per million input tokens. A smaller Clef-flash variant costs $0.038.

**Why it matters:** Decision models that score options instead of generating text are becoming a distinct product category, following Microsoft's Decision-1 and Liquid AI's d1. Cloudflare adding audio and video input at very low per-token prices makes routing, moderation and classification cheap to run at the edge, and puts pricing pressure on using full LLMs for these jobs.

**Topics:** open source, products

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Read the original: https://www.marktechpost.com/2026/10/11/cloudflare-clef-omni-multimodal-decision-model/
Canonical: https://www.parallelquant.com/posts/cloudflare-releases-open-clef-omni-multimodal-decision-model-423a86
Published by Parallel Quant — https://www.parallelquant.com