OpenRouter (@OpenRouter) · 10/15/2026, 05:00:23

Cloudflare Launches Clef Omni: Native Multimodal Decision Model Outputting Probabilities Instead of Tokens

By OpenRouter (@OpenRouter)
68AI Score
Executive Summary

Cloudflare has released Clef Omni, a multimodal decision model that natively processes audio, video, images, and text in a single pipeline. Unlike standard LLMs, it outputs classification probabilities instead of generated tokens (e.g., 'hot dog' at 96.5%), now available on OpenRouter with pricing at $0.15/M input and free output.

SOURCE COVERAGEFull Original Report

We fed Clef Omni a photo, 3 seconds of sizzle, a 2-second clip of a hot dog stand, and the word "lunch?"

It said: hot dog, 96.5%.

Audio + video input for Decisions is live on OpenRouter. Four modalities, one call, probabilities instead of tokens. $0.15/M input, output free.

↳ 引用 @Cloudflare (Cloudflare): We are expanding the Clef decision model family with Clef-omni, natively processing audio, video, images, and text in a single pipeline. We’ve also lowered Clef-flash pricing and boosted Clef inference speeds by up to 2.0x. https://cfl.re/4s6nYeD

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