Diffusion Studio

What is Diffusion Studio?

Diffusion Studio is a video editor designed to be driven by either a person or a coding agent. You work on an infinite canvas, arrange scenes spatially, then switch to a timeline for sequencing and timing. An agent such as Claude Code, Codex, Cursor, Copilot or Gemini CLI can analyze footage, cut and caption it, build motion graphics, generate media and export, and everything it creates stays editable. The editor, desktop app, the dapi command-line tool and agent skills are open source under MPL 2.0, and exports up to 4K carry no watermark. Paid plans only add AI credits, which are spent when models transcribe, watch footage or generate video, images, music, speech and sound effects. There is a Free plan with 50 one-time credits, a Pro plan from $25 per month ($19 per month billed yearly) and a Teams plan with custom pricing. It runs in the browser, and the agent workflows need the macOS app.

Use cases

• Edit video with a coding agent
• Transcribe and caption footage automatically
• Remove silences and filler words from recordings
• Generate video, images, music and speech from prompts
• Build motion graphics and animated scenes
• Produce campaign video variations in several languages

Who it's for

• Video editors
• Content creators
• Developers working with coding agents
• Marketing and production teams

Why use Diffusion Studio

• The editor, exports and agent workflows are free, so credits are only needed when AI models run.
• Agents can edit through the same project you open, and anything they make remains editable by hand.
• Exports up to 4K carry no watermark and do not use credits on any plan.
• Source is open under MPL 2.0, so the web editor, desktop app, dapi and skills can be inspected and extended.

Diffusion Studio features

• Infinite canvas combined with a timeline editor
• Agent editing through Claude Code, Codex, Cursor, Copilot and Gemini CLI
• dapi command-line tool and agent skills
• Footage analysis to find key moments and cut silences or filler words
• Automatic captions with styled text and animation presets
• Generation of video, images, music, speech and sound effects
• Unlimited exports up to 4K with no watermark
• Bezier curves, spring easing and motion presets
• Compositions written as TSX that can be kept in GitHub

Diffusion Studio integrations

• Claude Code
• Codex
• Cursor
• GitHub Copilot
• Gemini CLI
• GitHub

How to get started with Diffusion Studio

1. Open the editor in your browser, or install the macOS app for agent workflows.
2. Import footage and assets onto the canvas, then sequence them on the timeline.
3. Activate dapi from the app menu and add the Diffusion Studio skill, then ask your coding agent to analyze, edit or generate.
4. Review and adjust the result, then export; credits are only used when AI models transcribe, analyze or generate.

Diffusion Studio limitations

• Coding agent workflows currently require the macOS app (macOS 12+ on an M1 chip or later)
• No Windows desktop app yet; the browser version works on Windows, macOS and Linux
• Monthly credits do not roll over, though credits can be topped up at any time

Diffusion Studio pricing

Yes, Diffusion Studio has a free plan. Paid plans start at $19 per month, according to the official pricing page on 24 Oct 2026.

Diffusion Studio plans

• Free

  $0

  50 free credits, one time

  • Full editor, dapi CLI and agent skills
  • Unlimited projects
  • Unlimited exports up to 4K, no watermark

• Pro

  $25/month

  $19/month billed yearly; 2,500 credits per month

  • Everything in Free
  • AI editing through coding agents
  • Footage analysis and transcription
  • Video, image and voice generation
  • Auto-generated subtitles
  • Credit tiers up to 45,000 per month

• Teams

  Custom

  • Everything in Pro
  • Shared workspace and assets
  • SSO and audit logs
  • Pooled credits, invoiced

Plans as listed on the official pricing page on 24 Oct 2026. Prices can change and may vary by country or exclude tax. Check the official pricing page.

Diffusion Studio alternatives

The main Diffusion Studio alternatives listed on Debuly are CapCut, Descript, Runway, Gling, Creatify AI and Google Flow. The table compares pricing and platforms; order is A–Z.

1. 

   CapCut

   Video and photo editor for web, desktop and mobile with templates, AI tools and a free tier plus Pro and Ultra plans.

   VideoAudio and voiceDesign
   FreemiumVisit CapCut (official site)
2. 

   Creatify AI

   Turns a product link into a ready-to-run video ad using AI actors, templates and a built-in editor.

   VideoMarketing and SEOImage generation
   FreemiumVisit Creatify AI (official site)
3. 

   Descript

   Video and podcast editor where you cut footage by editing its transcript, with AI for audio cleanup, clips, dubbing and avatars.

   VideoAudio and voiceProductivity
   FreemiumVisit Descript (official site)
4. Gl

   Gling

   AI video editor for YouTubers that cuts silences, filler words and bad takes, then exports to MP4 or your editing software.

   VideoAudio and voice
   FreemiumVisit Gling (official site)
5. GF

   Google Flow

   Google's AI creative studio for making and editing videos and images with Veo, Nano Banana and Gemini Omni, plus custom tools.

   VideoImage generationDesign
   Visit Google Flow (official site)
6. 

   Runway

   AI video, image and audio workspace with Gen-4.5 and partner models, credit-based plans from $12/month and a developer API.

   VideoImage generationDeveloper platforms
   FreemiumVisit Runway (official site)

Diffusion Studio FAQ

Sources & verification

Facts on this page come from the official sources below, each with the date we read it. Written by Debuly; the vendor did not review this page.

Image credits

• Logo: from diffusion.studio · fetched 24 Oct 2026 · Vendor trademark, used only to identify the product; removed on request
• Cover: none collected yet, so a generated tile is shown.

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