Free web
Free source (opens in a new tab)
Month
For: Editing and agent workflows
Limits
- 50 one-time credits
- Unlimited exports up to 4K
Includes
- Full editor
- Unlimited projects
1 more
- Agent support
VideoDocumented overviewLast checked Oct 1, 2026
Diffusion Studio: Pricing, Features & Best Use Cases
Open-source video editor with canvas and timeline that coding agents like Claude Code or Codex can drive via MCP and CLI.
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Our take: Pick Diffusion Studio if you want a free, open-source video editor that coding agents can drive via MCP and CLI, paying only for credits when you need AI generation or analysis.
Main limitation: AI actions consume credits and monthly credits do not roll over; only the annual Pro price is shown.
Who Diffusion Studio fits
Pick Diffusion Studio if you want a free, open-source video editor that coding agents can drive via MCP and CLI, paying only for credits when you need AI generation or analysis. Based on the vendor's documentation, not on a hands-on test.
Best for: Developers using coding agents
Also a good fit for
- Motion designers
- Content teams automating video production
Consider another tool if aI features consume credits; free plan gets 50 one-time credits
Or if
- Monthly credits do not roll over
- macOS app requires Apple Silicon (M1+) and macOS 12+
Diffusion Studio pricing and usage limits
Prices checked Oct 1, 2026 on the official US pricing page. Official pricing ↗ Prices and limits change often.
Free access and trial conditions
Editor, dapi, skills, agentic workflows and exports are free
50 one-time free credits
Paid plans: what changes as you upgrade
Pro web
$19/mo source (opens in a new tab)
Month, annual commitment
$19/mo billed annually; saves $72/year
For: Creators using AI generation
Limits
- 2,500 credits per month
- Credits do not roll over
Includes
- Everything in Free
- AI editing and analysis
2 more
- Generate video, images, voice
- Auto subtitles
Teams web
Custom pricing source (opens in a new tab)
Month
For: Larger production teams
Limits
- Custom credit volume
Includes
- Everything in Pro
- Shared workspace
2 more
- SSO and audit logs
- Pooled invoiced credits
Usage caps, credits and extra costs
Credit top-ups; volume discounts on larger bundles
Not stated
What is Diffusion Studio, and how does it work?
Diffusion Studio is an open-source video editor built for both people and AI agents. It combines an infinite canvas with a timeline, and every edit is written to a real codebase that coding agents can read, modify and render; scenes can use HTML, WebGL, 3D and shaders. It runs in the browser and as a macOS/Windows desktop app, and connects to agents such as Claude Code, Codex, Cursor and Gemini CLI via MCP and its dapi CLI. Editing and exports up to 4K are free; paid credits cover AI generation, analysis and transcription.
What you provide and what you get back
You provide
- Video, image and audio assets
- Agent instructions via MCP or dapi CLI
- HTML, WebGL or shader scenes
You get back
- Exports up to 4K without watermark
- Captions and transcripts
- Generated video, images, voice
Where you can use it
- Platforms
- Web, Desktop
- Account
- Required
- Platforms
- Web, macOS (Apple Silicon, macOS 12+), Windows
- Export
- Up to 4K, no watermark
- Agents
- Claude Code, Codex, Cursor, Gemini CLI
- Scene tech
- HTML, WebGL, 3D, shaders
- Licence
- Open source
Best use cases for Diffusion Studio
Scenarios are worked out by our editors from the documentation; the actual result depends on your input and plan.
Having a coding agent edit or assemble videos
- Who
- Developers using coding agents
- You provide
- Footage plus a production brief
- Expected result
- Agent edits, captions and exports the video
- Plan needed
- Free for editing; credits for AI
- Limitation
- AI analysis and generation need credits source (opens in a new tab)
Creating motion graphics and animated scenes
- Who
- Motion designers
- You provide
- Scenes in HTML, WebGL, 3D or shaders
- Expected result
- Animated motion graphics on the timeline
- Plan needed
- Free
- Limitation
- Learning curve for code-based scenes source (opens in a new tab)
Transcribing, captioning and localizing footage
- Who
- Content teams
- You provide
- Raw footage in several languages
- Expected result
- Transcribed, captioned and localized video
- Plan needed
- Pro for credits
- Limitation
- Credit use depends on model and duration source (opens in a new tab)
What Diffusion Studio does, and where it stops
Infinite canvas plus timeline editing
Combines an infinite canvas with a timeline Organizes assets and edits in one view
MCP and dapi CLI for coding agents
Connects coding agents through MCP and the dapi CLI Agents read, edit and render projects
Keyframes, bezier and spring easing
Keyframes with bezier and spring easing and motion presets Precise animation control
Built-in effects and audio mixing
Built-in effects, filters and audio mixing Finish without a second tool
Pros, cons and deal-breakers
Reasons to choose Diffusion Studio
- Editor is free and open source No cost to edit, so teams can adopt without budget documented source (opens in a new tab)
- Unlimited exports up to 4K with no watermark on any plan Delivery files without watermark or paywall documented source (opens in a new tab)
- Works with multiple coding agents via MCP Teams can pick their preferred agent documented source (opens in a new tab)
- Desktop apps for macOS and Windows Works in both common desktop environments documented source (opens in a new tab)
Check before paying for Diffusion Studio
- AI features consume credits; free plan gets 50 one-time credits AI credits run out and need top-ups documented source (opens in a new tab)
- Monthly credits do not roll over Unused monthly credits are lost documented source (opens in a new tab)
- macOS app requires Apple Silicon (M1+) and macOS 12+ Intel Macs are not supported documented source (opens in a new tab)
- Pro price shown is billed annually Monthly price unclear, so budgeting for monthly billing is harder documented source (opens in a new tab)
How to use Diffusion Studio for having a coding agent edit a video
Set up Diffusion Studio
- Download the desktop app from diffusion.studio or open the web editor
- Sign in and create a project
- Connect your coding agent through MCP or the dapi CLI
- Import your footage
Example: having a coding agent edit a video
- Describe the edit you want to your agent, for example cut to the key moments and add captions
- Let the agent build the timeline and scenes
- Review and adjust anything on the canvas or timeline
- Export up to 4K
Review and export the result
- Check the timeline reflects the agent's edits and stays editable
- Confirm credit usage in your account after AI actions
Cut this interview to the three best moments, add word-level captions and export in 4K.
Diffusion Studio integrations and API
Native integrations and export formats
Export: Video up to 4K
API access and separate billing
Diffusion Studio has no public API in its official documentation. dapi CLI and MCP; docs page 404
Privacy, data use and commercial rights
Summarized from the vendor's current policies; this is not legal advice and a vendor's badge is not an independent audit.
How your inputs and outputs are handled
You keep rights to inputs and own outputs where legally possible
Commercial use and plan restrictions
Allowed on every plan including Free; subject to model providers' terms
Controls for business users
- SSO and audit logs (Teams)
Other tools to consider instead of Diffusion Studio
"Better suited" is based on documented features and pricing, not on a head-to-head test.
Descript: better suited to
Runway: better suited to
Canva: better suited to
Claude: better suited to
Explore Diffusion Studio further
Diffusion Studio pricing, plan by planEvery plan with USD prices, limits and what is free.Best Diffusion Studio alternativesTools for the same job, by need and starting price.Best AI video generator toolsOur picks in this category, compared by price and free tiers.Prompts for Diffusion StudioReady-to-copy prompts with their sources.
Tools and guides near Diffusion Studio
Diffusion Studio user reviews
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Diffusion Studio FAQ
Is Diffusion Studio free?
Yes: the editor, dapi, skills, agentic workflows and exports up to 4K are free; paid plans add credits. source (opens in a new tab)
Do exports cost credits?
No; exports are unlimited up to 4K with no watermark on any plan. source (opens in a new tab)
What uses credits?
Generating video, images, audio or speech, and AI analysis or transcription of footage. source (opens in a new tab)
Do credits roll over?
No; monthly credits are allocated on each billing date and do not roll over, but you can top up anytime. source (opens in a new tab)
Can I use it commercially?
Yes on every plan including Free, subject to underlying model providers' terms. source (opens in a new tab)
Sources and review methodology
Official sources and verification dates
- Diffusion Studio homepage homepage · checked Oct 1, 2026
- Diffusion Studio pricing pricing · checked Oct 1, 2026
- Download help · checked Oct 1, 2026
Not verified: Monthly billing price of Pro; Privacy policy; Docs.
How we documented and maintain this page
Every fact about Diffusion Studio above comes from the 3 official pages listed here, last compared on Oct 1, 2026; we have not run Diffusion Studio ourselves, so it has no editorial score. How we check and re-check pages.
Article updated Oct 10, 2026; prices checked Oct 1, 2026. Outbound links to vendors are plain links; we do not earn commissions. How we review · Report an error