Hosted conditions and vendor demo explained
Current prices, material length and Omni’s role →
The previous chapter used a checkout-failure message to explain urgency, team and severity decisions.
Cloudflare · Released 2026-10-09
Clef-omni
A 30B-A3B source architecture scores options from audio and video. One scoring call is not a continuous agent. No comparable score is in our three boards; keep the model card distinct from service terms.
Original model explanation ↗No comparable leaderboard score is included yet. Explore the evaluations and examples below.
Evaluations: conditions and results
Decision-task source with differing submission and lab evaluation
Decision Index: source data and configurations ↗
Official documentation; no reproduced call
Omni inputs, window and media tokenization ↗
How this capability connects to works and uses
Single vendor scoring demo, not reproduced
Sound and video become option probabilities →
The previous chapter used a checkout-failure message to explain urgency, team and severity decisions.
Cloudflare model evolution
- Clef / Clef-flash
Two decision models return probabilities over defined options, illustrated with message classification and web workflows.
Original release ↗ - Clef-omni / Clef-flash托管变化
Audio/video joins bounded decisions; Flash hosted input rates fall while its advertised 64k window becomes 24k. Published Flash weights are unchanged.
Original release ↗