Dough

Open-source tool for steering AI animations with frame-level precision.

Data verified Oct 10, 2026

Pundit
Score

Editorial Verdict

AI-researched, not hands-on tested

Dough's per-frame motion control is a genuinely rare level of precision for a free, open-source AI video tool -- most alternatives at this price point are one-click, low-control generators. The honest catch, and it's a real one: the GitHub repository was archived in December 2024, so while the tool still works and is fully open source, it's not receiving updates or bug fixes going forward. Worth trying if you have a 12GB+ VRAM Windows or Linux machine and want hands-on animation control today; don't count on it for a long-term, actively-supported workflow.

Reviewed by AIToolPundit Editorial Team · last verified October 2026

About Dough

Dough is an open-source tool for crafting AI-generated animations with fine-grained control, letting creators steer video generation using batches of images (Steerable Motion) and reference example videos (Motion Director) with per-frame motion settings. It is aimed at AI artists, animators, and filmmakers who want distinctive, hand-guided results rather than one-click output, and it differentiates itself through granular, image- and example-driven motion control. It runs locally on Windows or Linux machines with 12GB+ VRAM and is free and self-hosted. Note: the project's GitHub repository was archived in December 2024, meaning it's no longer under active development -- still usable and genuinely open source, but don't expect new features or fixes.

Screenshots

Commonly Cited Strengths & Limitations

Strengths

Free and fully open source
Precise, granular frame-by-frame motion control over video generation
Steers video with both input images and example reference videos
Backed by an active Banodoco community and knowledge base

Limitations

Requires a local machine with more than 12GB of VRAM, limiting accessibility
Runs only on Windows and Linux, no Mac or hosted version
Repository was archived in December 2024 -- no longer actively maintained
Reported crashes and slow generation in some interpolation workflows

Details

Pricing Model: Free
Starting Price: $0
Platforms: WindowsLinux
Category: AI Image & Video Generation

Who is Dough for?

AI Artists & Animators

Artists use Steerable Motion and per-frame settings to produce animations that feel uniquely their own rather than generic AI output.

Filmmakers & Video Creators

Creators steer shots using reference images and example videos via Motion Director to craft controlled, stylized video sequences.

Frequently Asked Questions

Is Dough free?

Yes, Dough is free to use.

Does Dough have an API?

Dough does not currently offer a public API.

What platforms does Dough support?

Dough is available on Windows, Linux.

What are the downsides of Dough?

Requires a local machine with more than 12GB of VRAM, limiting accessibility Also, Runs only on Windows and Linux, no Mac or hosted version

Who is Dough best for?

Dough is best suited for AI Artists & Animators, Filmmakers & Video Creators.

What is the best alternative to Dough?

Our reviewed alternatives to Dough are AnimateDiff and ComfyUI. Open-source options: AnimateDiff, ComfyUI.

How does Dough compare to InfiniteArt.ai?

Dough and InfiniteArt.ai are both used for ai image & video generation -- specifically video editing tools. See the full side-by-side comparison for pricing and feature differences.

Dough alternatives we reviewed

Reviewed when this listing was published; open-source options are marked.

See all reviewed alternatives →

AnimateDiff
Open source
Open-source method and tooling for animating personalized text-to-image diffusion models.
Visit site →GitHub
ComfyUI
Open source
Widely used open-source node-based tool covering AI video and animation workflows.
Visit site →GitHub