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Classify · Released Sep 2026

Cloudflare Clef Flash 9B

The fast 9B member of Cloudflare's open-source Clef decision models, fine-tuned from Qwen3.5 9B for typed classification and routing.

From Cloudflare, Clef Flash 9B is a cloud decision model. It reads a piece of text and answers typed questions about it, such as a choice between labels, a yes or no, or a score on a scale, with a probability for every option instead of written text. It reads up to 66K input tokens per request. It runs through OpenRouter using your own API key, from $0.09 per million input tokens. It also runs on your own hardware through Ollama, with no API key and no per-use fees.

Modality
Classify
Available on
Model ID
cloudflare/clef-flashollama:clef-flash:9b
Supported OS
macOSWindowsLinux
Minimum machine configuration
16 GB RAM · text · CPU/GPU
Download size · ~10.9 GB
Specs
Released
Sep 2026
Pricing
$0.09 / 1M in · $0.00 / 1M out
Answers
Choice, yes/no, score
Context window
66K in
Samples

Examples

Answered by Clef Flash 9B via OpenRouter. A decision model returns probabilities, not prose, so each card shows how sure it was about every option. The same four questions run against every Classify model in the catalog.

Ticket triageChoice

Hi, I was charged twice for my March subscription. Can you refund the duplicate payment before the end of the week?

Which team should handle this support ticket?

  • Payments, invoices and refunds98%
  • Errors or broken features in the product1%
  • Login, passwords and account settings0%
  • Plans, pricing questions and upgrades1%
Prompt routingChoice

海辺のカフェの写実的な写真、夕暮れ、35mmフィルム風

What kind of image does this prompt ask for? It can be in any language.

  • A logo or brand mark1%
  • A photorealistic shot98%
  • Drawn, painted or stylised art1%
  • Anything else1%
Request or questionYes / no

What is a vector database, and when would a small team need one? I'm not asking you to build anything yet.

Does this message ask the assistant to create or generate something?

  • Yes: it asks for something to be made1%
  • No: it asks a question or wants an explanation99%
UrgencyScore

Checkout has returned an error for every customer since 9am and we are losing orders. Please look now.

How urgent is this message?

Score 2.93 on a 0 to 3 scale
  • Can wait for the next release1%
  • Should be handled this week1%
  • Should be handled today2%
  • Needs attention right now96%
About the creator

Cloudflare

Cloudflare runs a global developer platform and releases open models, including the Clef decision models fine-tuned from Qwen.

www.cloudflare.com ↗
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