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Cloudflare puts audio and video into its decision model with Clef-omni
RuntimeWire's report on Cloudflare extending its Clef decision models to audio and video: Clef-omni returns structured decisions from text, images, audio and video in one API call, while Clef-flash gets cheaper and its hosted context window shrinks.
- Format
- Article
- Reading time
- 2 min
- Published by
- Community
- Author
- Ryan Merket
- Last verified
- Oct 2026
Works forJev for Classification
Used inJev for Software & DevTools
- Platforms
- Cloudflare
- Capabilities
- Open source
Highlights
- Clef-omni takes text, images, audio and video in one request and returns structured decisions, per Cloudflare's October 9 announcement.
- The same announcement cut Clef-flash pricing while reducing its hosted context window, the article says.
- RuntimeWire credits Cloudflare engineers Michelle Chen, Alex Reneau and Kevin Jain with the extension.
- Sources listed: the Cloudflare Blog, Cloudflare/clef-omni on Hugging Face, pricing docs and the earlier Clef and Jev posts.
- By Ryan Merket, published October 9, 2026 at 1:54pm CT, the day of Cloudflare's announcement.
Watch out
Grounded in the RuntimeWire article captured on 2026-10-15; the article text is truncated, so exact prices, context-window sizes and benchmark numbers were not captured, and all claims trace to Cloudflare's announcement rather than independent testing.
Questions about this entry
Short answers drawn from the linked project or page.
Cloudflare's extension of its Clef decision-model line that takes text, images, audio and video in one request and returns structured decisions, avoiding separate transcription and media-processing steps.
Both are decision models of the same System One style, but different vendors: Jev is TypeSafe's, Clef is Cloudflare's open-source line, and the article's source list includes Cloudflare's own introduction of System One models and Jev.
Cloudflare cut Clef-flash pricing and reduced its hosted context window in the same announcement, according to the report; the visible trade-off is cheaper calls for less context at the hosted endpoint.
The article links Cloudflare/clef-omni on Hugging Face, plus the Cloudflare Blog announcement, the pricing docs, and the earlier posts introducing Clef and its RL fine-tuning platform.
Cloudflare engineers Michelle Chen, Alex Reneau and Kevin Jain extended the Clef line to accept audio and video alongside text and images, per the article's reading of Cloudflare's October 9 announcement.
Ryan Merket, published October 9, 2026 at 1:54pm CT, the day of Cloudflare's announcement. RuntimeWire notes that search, comments and newsletter signup need JavaScript sign-in, so those did not load in this capture.
The piece reports Cloudflare's announcement rather than independently testing the model: no benchmark numbers appear in the captured text, and the article itself frames the price and context changes as a visible trade-off, so measure on your own inputs.
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