AI Agent StoreCloudflare · Hosted multimodal decision model
Cloudflare Clef Omni
Choose from your own answer options using text, images, audio or video. Clef Omni returns a confidence score for each answer instead of writing a paragraph.
First reviewed 2026-10-11 · Checked 2026-10-15. The launch date has not been confirmed.
We still need comparable independent tests. You can compare the confirmed features and limits below, but we cannot yet give this version an Agent Fit or Practical Value rating. Test it on records with known answers, including cases that should go to a person.
What you can use today
Token prices measure the small pieces of text the model reads or produces. Capacity is the amount the service accepts in a request; check the limits below for any fallback to another model. A dash means the rate is unverified.
Exact provider API ID: @cf/cloudflare/clef-omni. The hosted schema explicitly accepts up to 64 typed questions, four embedded images, four audio clips and two videos. Audio clips can be 300 seconds / 8 MiB each; videos 60 seconds / 16 MiB each, sampled at 2 frames / second. Audio and video total at most 16 MiB decoded. Remote media URLs are not accepted.
Hosted through a Cloudflare account. The separate checkpoint card declares Apache 2.0 and Qwen3-Omni-30B-A3B-Instruct as its parent, pinned at 0db1cd2607d76a7bdb2a382f659e7b313079f84b. Repository creation October 9 is an artifact date; a provider launch date has not been verified. Card benchmark tables are vendor runs and do not become independent general-model scores.
The hosted context is exactly 64,000 tokens, shared by media, questions and text. If media and questions exceed it, the request fails. Otherwise text state is truncated to fit. This is separate from Clef’s 65,536 and Flash’s 24,576 limits.
Output: Yes/no probabilities, choice probabilities and ordered rubric scores; no generated explanation. Compare decision models, limits and input costs ↗
Input costs $0.15 per million billed tokens; answers are free. The provider estimates up to 1,024 tokens per image, about 780 per minute of audio, and up to about 15,400 per minute of video frames, plus audio. These estimates are not a measured price for your task. We could not confirm caching rates or other charges. Use actual billed usage and the model named in each response to check your estimate.
Provider release and specifications ↗
Check availability and plans ↗
Test it before switching
Give each model the same examples, tools and definition of success. Record correct outcomes, response time, retries and total cost. Check whether confidence scores match the answers you can verify.
Compare caching and long-context costs ↗