Cloudflare's Clef-omni: open-weight decision model for audio+video

A 30B MoE that scores audio and video with no transcription step; Cloudflare also cut Clef-flash to $0.038/M, and Devin now bills GPT to your ChatGPT plan.

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  • A decision model that hears and sees

    Clef-omni is a 30B MoE (3B active) that scores text, images, audio (WAV/MP3) and video (MP4/WebM) against your allowed answers in a single pass — no transcription step. It runs ~20ms on text, under 100ms on image or audio, and ~300ms on a 21-second clip with sound, live now as @cf/cloudflare/clef-omni on Workers AI at $0.150/M input (64K context). You can gate, route or moderate on raw audio and video without wiring up a separate speech-to-text stage.

  • Clef-flash is now cheaper than Jev — with a catch

    Hosted Clef-flash input drops to $0.038/M from $0.090, undercutting TypeSafe's Jev ($0.042/M). The trade: the hosted context window shrinks from 64K to 24K tokens (Cloudflare says only 0.24% of requests exceed it). The open weights are unchanged and still handle 256K if you self-host.

  • Clef itself got ~2x faster, same price

    Moving Clef to SGLang roughly halves median latency — 616ms to 305ms at ~3,400 tokens, 2,721ms to 1,635ms at ~16K — on identical weights and unchanged $0.240/M pricing. The speedup rides on SGLang 0.5.22 if you run it yourself.

  • Devin now bills GPT usage to your ChatGPT plan

    Cognition lets you link a personal ChatGPT Go, Plus or Pro subscription; every GPT call Devin makes then draws from that plan's quota instead of your Devin credits (fast/priority variants excluded; needs Devin Pro, Max or Teams). If the plan runs dry it falls back to Devin quota, so sessions keep running.

  • Grok Bot gets its own email inbox

    xAI gave the @bot agent an @mail.grokbot.com address it can use to sign up for services, contact businesses, and schedule meetings on your behalf — team admins have to switch it on. It's a new primitive for agents that need to transact over email, not just chat.