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Cloudflare previews Clairic, an extraction model that returns values without generating tokens

Cloudflare says Clairic, its first "System One" extraction model, pulls typed values from unstructured input in one parallel pass with no reasoning tokens. It is in preview on Workers AI; open weights are promised "soon," with no date or Clairic price. In Cloudflare's own test, a Clairic-plus-GLM-5.3 pipeline ran about 3.2x faster and 49% cheaper than GLM-5.3 alone.

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Primary source

Cloudflareblog.cloudflare.com/clairic-extraction-model/

Coverage · 6 articles, oldest first

Monday, October 19, 2026

  1. Cloudflare

    Cloudflare debuts Clairic, a System One-class extraction model it says processes unstructured data faster, more cheaply, and more accurately than normal LLMs

  2. RuntimeWire

    runtimewire.com/article/cloudflare-clairic-extraction-model-alex-reneau

  3. Unite.AI

    unite.ai/cloudflare-releases-clairic-its-first-system-one-extraction-model/

Tuesday, October 20, 2026

  1. Help Net Security

    helpnetsecurity.com/2026/10/20/cloudflare-ai-clairic-extraction-model/

  2. Constellation Research

    constellationr.com/insights/news/there-no-moat-llm-giants

  3. The Decoder

    Cloudflare's Clairic pulls data from documents faster and cheaper than LLMs
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