Cloudflare released Clef-omni, an open-weight multimodal decision model that scores text, images, audio, and video in a single call. It launched on October 9, 2026. It is expected to simplify multimodal agent pipelines by removing separate transcription and captioning steps, while offering lower accuracy than text-focused Clef on hard reasoning and workflow evaluations.
vLLM Semantic Router released Decision 3.0, a family of multimodal decision models that read text, JSON, and images and answer typed questions with probability outputs instead of generated text. The release includes 5 Apache-2.0 models sized from 0.8B to 27B, with median single-request latency on one AMD Instinct MI325X ranging from 21.7 ms (text on d3-nano) to 84 ms (text on d3). Developers can use the probability-based outputs to classify, route, and gate requests without parsing LLM-generated responses, shifting decision logic toward calibrated thresholds.
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