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Clef-flash

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Smaller, latency-optimised Cloudflare decision model that returns probability-scored classifications of text or images

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TrustList summary

Clef-flash is the smaller, latency-optimised member of Cloudflare's Clef decision-model family, released on 1 October 2026. Like Clef, it returns structured answers chosen from a defined set, each with a probability, rather than free text. It is meant for agents that make many routine classifications, where response time matters more than the last points of accuracy.

What Clef-flash does

  • Structured classification: text or images are sorted into bounded answers, each scored with a probability.
  • Low latency: built for high-volume decisions where response time is the priority.
  • Open weights: published on Hugging Face under the Apache 2.0 licence, and it runs on Workers AI.
  • Escalation path: the larger Clef model is available for harder cases.

Who it works with

Teams running agents that make high-volume decisions, where response time matters.

Key facts

  • Released: 1 October 2026
  • Context: 24,000 tokens on Workers AI from 9 October 2026 (64,000 before); Cloudflare says the published weights support 256,000 when self-hosted
  • Price on Workers AI: $0.038 per million input tokens from 9 October 2026, down from $0.09
  • Backbone: a frozen Qwen 3.5 9B model
  • Licence: Apache 2.0

Summary written by TrustList from the business's own published information, Oct 2026.

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Categories & features

Trust Score

6/ 100
Trust Score: New

An earned signal from verification, reviews, awards, transparency and engagement - the vendor can't buy it.

Verification
0/100 · 20%
Reviews
0/100 · 30%
Awards
0/100 · 15%
Transparency
30/100 · 20%
Engagement
0/100 · 15%
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Updated 10/10/2026

What the business tells TrustList

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