Stable Video Diffusion vs Genmo AI 2026: SVD 1.1 vs Mochi 1

The Biggest Difference: Image-to-Video vs Text-to-Video

The most important difference between Stable Video Diffusion and Genmo is not enterprise integrations, storage or brand workflows.

It is what each model actually generates.

Stable Video Diffusion: Image-to-Video

Stable Video Diffusion's public checkpoints are primarily image-to-video models.

SVD 1.1 accepts a still image as a conditioning frame and generates a short video sequence.

Its official model card specifies:

• 25 frames
• 1024×576
• Still-image conditioning
• Fixed 6 FPS conditioning during fine-tuning

The model card also states that SVD 1.1 cannot be controlled through text.

That makes SVD suitable for tasks such as:

• Animating concept art
• Adding motion to product imagery
• Image-animation experiments
• Research
• Custom creative pipelines
• Private self-hosted deployments

Genmo Mochi 1: Text-to-Video

Genmo's current public model, Mochi 1, is a text-to-video system.

Users describe a scene in natural language and Mochi generates a video from that prompt.

Genmo currently describes Mochi 1 as providing strong prompt adherence, realistic motion, 30 FPS output and clips up to 5.4 seconds long.

Genmo also provides:

• A hosted Playground
• Downloadable weights
• Local/self-hosting support
• Apache 2.0 licensing
• LoRA fine-tuning tools
• CLI and Gradio workflows

For normal users who want to type a prompt and generate video, Mochi is much closer to the expected modern AI-video workflow.

Stable Video Diffusion

Stability AI discontinued its hosted Stable Video Diffusion API on July 24, 2025.

Current users are directed toward self-hosting.

Stable Video Diffusion's current Core Model list includes:

• SVD 14-frame
• SVD 25-frame
• SVD 1.1

There is no current official:

• SVD creator subscription
• SVD SaaS dashboard
• SVD free hosted plan
• SVD hosted video API price

Genmo

Genmo still operates an active Mochi 1 Playground.

Users can sign in, enter a prompt and generate video through the hosted interface.

Genmo also continues to publish the Mochi code and weights for local deployment.

That gives Genmo two current access paths:

1. Hosted generation
2. Self-hosting

For most creators, that makes Genmo considerably easier to adopt today.

Video Quality and Generation Limits

SVD 1.1

Stable Video Diffusion 1.1 produces:

• 25 frames
• At 1024×576
• From a still image

However, Stability AI explicitly documents important limitations.

SVD 1.1 videos are approximately four seconds or less.

The model may generate:

• Very little motion
• No motion
• Slow pans

It also struggles with:

• Legible text
• Faces
• People

and does not achieve perfect photorealism.

These limitations make it unsuitable as a replacement for a full commercial video-production platform.

Mochi 1

Genmo's current Mochi 1 preview generates at:

• 480p
• 30 FPS
• Up to 5.4 seconds

Genmo emphasizes text-prompt adherence and motion quality as key strengths of the model.

Its main current limitations include:

• 480p base output
• Distortion or warping during extreme motion
• Stronger performance on photorealism than animated styles

Neither model is ideal for long-form finished production.

But Mochi is the stronger fit for prompt-driven video generation.

Does Genmo Support Image-to-Video?

This requires careful wording.

Older Genmo Replay versions supported image prompts and image-guided video generation.

However, Genmo's current Help Center describes the active Mochi workflow as text-to-video and says:

image-to-video is coming soon.

Therefore, do not treat old Replay image features as automatically equivalent to current Mochi 1 capabilities.

If image-to-video is the requirement today, Stable Video Diffusion has the clearer documented workflow between these two.

Stable Video Diffusion vs Genmo Pricing

The products use completely different pricing models.

Stable Video Diffusion Pricing

There is no current monthly Stability AI SVD subscription.

Instead, the model is used under Stability AI's licensing system.

Community License

Stable Video Diffusion is currently included among Stability AI's Core Models.

The Community License is free for qualifying:

• Researchers
• Developers
• Creators
• Small businesses

Commercial businesses generating less than $1 million in annual revenue can use covered Core Models without paying Stability AI a licensing fee.

Enterprise License

Commercial organizations above the relevant threshold generally need an Enterprise License.

Pricing is custom.

Stability AI currently includes commercial-use rights and implementation support, with optional upgrades such as custom model training and consulting.

Self-Hosting Costs

Even if your Stability AI license costs $0, operating SVD can still cost money.

Potential costs include:

• GPU compute
• Cloud infrastructure
• Storage
• Bandwidth
• Engineering
• Monitoring
• Security
• Scaling

The real cost therefore depends on the deployment.

Genmo Pricing

Genmo currently provides three public plans.

Plan	Price	Credits
Free	$0	250 lifetime credits
Lite	$10/month	1,200 credits/month
Standard	$30/month	5,000 credits/month

Annual billing currently provides a 20% discount.

Free

The current Free plan includes:

250 lifetime credits

Genmo says these credits are unlocked by adding a payment method that is not charged.

Free outputs include the Genmo watermark.

Lite

Lite costs:

$10/month

and provides:

• 1,200 monthly credits
• No watermark
• Commercial usage
• Higher queue priority

Standard

Standard costs:

$30/month

and provides:

• 5,000 monthly credits
• No watermark
• Commercial usage
• Highest queue priority
• Early model access

Credit Usage

Genmo currently lists:

• Mochi video: 100 credits
• Replay video: 50 credits

That means plan value depends on which generation mode is being used.

Licensing is one of the clearest differences.

Licensing	Stable Video Diffusion	Mochi 1
Current license system	Stability Community / Enterprise	Apache 2.0
Personal use	Yes	Yes
Commercial use	Yes, subject to Stability license	Yes under Apache 2.0
Revenue threshold	$1M for covered commercial Community use	No equivalent Genmo revenue threshold in Apache 2.0
Self-hosting	Yes	Yes

Genmo explicitly states that Mochi 1 is licensed under Apache 2.0 for individual and commercial use.

Stability AI uses its own licensing framework for SVD and other Core Models.

For developers who want the simplest permissive model license, Mochi has an advantage.

Self-Hosting and Developer Access

Both products can be self-hosted.

Stable Video Diffusion

Stability AI provides model weights and reference code.

The official repository includes SVD inference workflows and sampling scripts.

Developers can build their own:

• Web interface
• API
• Job queue
• Storage system
• Post-processing workflow

around SVD.

These are custom deployments, not native Stability AI SaaS features.

Mochi 1

Genmo's Mochi repository provides:

• Downloadable weights
• CLI
• Gradio interface
• Programmatic pipeline
• LoRA fine-tuning
• Multi-GPU support

That makes Mochi particularly attractive to developers who want a current text-to-video model they can modify or integrate.

Hardware Requirements

Open models still require serious hardware.

Mochi 1

Genmo's reference implementation says single-GPU use requires approximately 60 GB of VRAM and recommends at least one H100.

Genmo also notes that ComfyUI optimizations can reduce the memory requirement to below 20 GB.

This means Mochi may be free to license but expensive to run at scale.

Stable Video Diffusion

SVD also requires GPU inference, and the actual cost depends on:

• GPU type
• Resolution
• frame count
• cloud provider
• runtime
• batch size
• optimization approach

Users should compare infrastructure cost rather than assuming self-hosting means free generation.

Ease of Use

Genmo Wins

Genmo is much easier for normal creators.

The current hosted Playground lets users sign in, enter a prompt and generate video without installing a model or configuring a GPU.

Stable Video Diffusion no longer has the old Stability AI hosted API experience.

Users need to set up their own environment.

For:

• Marketers
• Students
• Creators
• Designers
• Educators

Genmo is therefore easier.

For:

• Developers
• Researchers
• ML engineers

self-hosted SVD may still be appropriate.

Stable Video Diffusion Pros and Cons

Pros

• Self-hostable
• Image-to-video
• Public weights/reference implementation
• Private deployment
• 14-frame and 25-frame checkpoints
• SVD 1.1 available
• Good fit for technical research
• Community License can be free for qualifying commercial users
• Custom integration possible

Cons

• Hosted API discontinued
• No current creator SaaS product
• Requires technical setup
• SVD 1.1 is image-to-video rather than text-to-video
• ≤4-second video limitation
• Can produce little/no motion
• Cannot reliably render text
• Faces and people can be unreliable
• Current licensing has a commercial revenue threshold
• No native enterprise collaboration platform
• No native Zapier/HubSpot/Salesforce integrations

Genmo Mochi 1 Pros and Cons

Pros

• Active hosted Playground
• Text-to-video
• Free access option
• Lite plan only $10/month
• Standard plan $30/month
• 30 FPS
• Up to 5.4-second video
• Strong prompt-oriented workflow
• Apache 2.0 license
• Downloadable weights
• Local deployment
• CLI and Gradio UI
• Programmatic pipeline
• LoRA fine-tuning

Cons

• Base model is 480p
• Video duration remains short
• Extreme motion can introduce warping/distortion
• Photorealistic styles are stronger than animation
• Current Help Center says image-to-video is still coming soon
• Self-hosting reference implementation is hardware-heavy
• Credit usage can make heavy hosted generation more expensive

Who Should Choose Stable Video Diffusion?

Choose SVD if you:

• Specifically need image-to-video
• Already have an SVD pipeline
• Need private self-hosting
• Want Stability AI's SVD architecture
• Are researching video diffusion
• Need custom infrastructure
• Prefer working from a still image rather than a text prompt

Who Should Choose Genmo?

Choose Genmo if you:

• Want text-to-video
• Want an active browser playground
• Prefer no local installation
• Want a low-cost paid creator plan
• Need commercial-use access
• Want Apache 2.0 self-hosting
• Want LoRA fine-tuning
• Want an open model with a current hosted front end

For most new users between these two, Genmo is the easier and more practical choice in 2026.

What About Other AI Video Platforms?

Neither SVD nor Mochi is the obvious answer for every professional video workflow.

If you need:

• Longer clips
• AI-assisted editing
• higher native output
• enterprise SaaS
• native audio
• collaboration

compare current hosted alternatives such as:

• Runway
• Google Flow
• Adobe Firefly
• Pika
• Kling
• Seedance

Your broader AI video generator comparison should use current model generations rather than old Runway Gen-2 era comparisons.

How We Evaluated Stable Video Diffusion vs Genmo AI

We compared current first-party documentation from Stability AI and Genmo.

The evaluation focused on:

• Current availability
• Image-to-video
• Text-to-video
• Model resolution
• Video duration
• Hosted access
• Self-hosting
• Licensing
• Pricing
• Credit usage
• Hardware requirements
• Model limitations
• Suitability for creators and developers

Information was rechecked on August 25, 2026.

Historical SaaS claims, discontinued APIs and unsupported statements about integrations, support SLAs, enterprise security and migration were excluded.

Stable Video Diffusion vs Genmo AI Verified Facts for 2026

Last verified: August 25, 2026

• Stable Video Diffusion developer: Stability AI.
• Hosted SVD API: Discontinued July 24, 2025.
• Current SVD access: Self-hosting.
• Current SVD Core Models: 14-frame, 25-frame and 1.1.
• SVD 1.1: Image-to-video.
• SVD 1.1 resolution: 1024×576.
• SVD 1.1 frames: 25.
• SVD 1.1 text control: Not supported.
• SVD 1.1 duration: Roughly four seconds or less.
• SVD Community License: Free for eligible users.
• Commercial Community threshold: Less than $1 million annual revenue.
• Genmo current model: Mochi 1.
• Mochi 1 type: Text-to-video.
• Mochi 1 license: Apache 2.0.
• Mochi 1 base resolution: 480p.
• Mochi 1 frame rate: 30 FPS.
• Mochi 1 maximum current documented duration: Up to 5.4 seconds.
• Genmo Free: $0, 250 lifetime credits.
• Genmo Lite: $10/month, 1,200 monthly credits.
• Genmo Standard: $30/month, 5,000 monthly credits.
• Mochi hosted generation: 100 credits per video on current pricing page.
• Mochi self-hosting: Supported.
• Mochi reference implementation: Approximately 60 GB VRAM for single-GPU use.
• Current Genmo image-to-video status: Current Help Center says coming soon.

Primary sources: Stability AI Core Models, Stability AI License and API deprecation documentation, Stable Video Diffusion 1.1 model card, Genmo Pricing, Genmo Help Center and the Mochi 1 repository.

Frequently Asked Questions

Is Genmo better than Stable Video Diffusion in 2026?

For most new users, yes. Genmo provides a current hosted text-to-video Playground plus self-hosting through Mochi 1. Stable Video Diffusion is primarily a self-hosted image-to-video option today.

Is Stable Video Diffusion still available?

Yes. SVD can still be self-hosted, but Stability AI discontinued its hosted Stable Video API on July 24, 2025.

Does Stable Video Diffusion still have an API?

There is no current Stability AI-hosted SVD API. Developers can self-host SVD and create their own API layer.

What is Genmo Mochi 1?

Mochi 1 is Genmo's current open text-to-video model. It generates 480p clips at 30 FPS for up to 5.4 seconds and is licensed under Apache 2.0.

Which supports text-to-video?

Mochi 1 does. SVD 1.1 does not support text control according to its official model card.

Which supports image-to-video?

Stable Video Diffusion 1.1 is specifically image-to-video. Genmo's current Help Center says image-to-video for its active workflow is coming soon.

How much does Genmo cost?

Genmo currently offers Free at $0, Lite at $10/month and Standard at $30/month.

How much does Stable Video Diffusion cost?

There is no current monthly SVD subscription. Eligible users may self-host SVD under Stability AI's free Community License, while infrastructure costs remain separate.

Can both models be self-hosted?

Yes. Stability AI provides SVD weights/reference code, while Genmo publishes Mochi 1 weights and code under Apache 2.0.

Which is easier to self-host?

Both require technical knowledge. Mochi's official reference implementation is particularly GPU-intensive, with Genmo documenting roughly 60 GB VRAM for single-GPU use.

Which has easier commercial licensing?

Mochi 1 uses Apache 2.0. SVD uses Stability AI's Community/Enterprise licensing framework, with a current $1 million annual-revenue threshold for free covered commercial Community use.

What are the best alternatives?

Current alternatives include Runway, Google Flow, Adobe Firefly, Pika, Kling and Seedance, depending on whether you prioritize editing, cinematic quality, audio, cost or workflow integration.

Final Verdict: Stable Video Diffusion vs Genmo AI

Genmo wins for most current users in 2026.

That does not mean Mochi 1 is universally better than Stable Video Diffusion.

The two models solve different problems.

Stable Video Diffusion remains useful for self-hosted image-to-video generation. SVD 1.1 takes a still image and creates a short motion sequence, making it useful for developers, researchers and image-animation experiments.

Genmo's Mochi 1 is a better fit for users who want text-to-video.

It also has one major usability advantage:

Genmo still provides a hosted creator interface.

Users can open the Mochi Playground and generate without managing a GPU.

Mochi is also available under Apache 2.0 for self-hosting, which gives technical users a second deployment option.

Stable Video Diffusion's old hosted API has been gone since July 2025, so using SVD today generally means maintaining your own infrastructure.

Choose Genmo if:

• You want text-to-video
• You want a hosted playground
• You want predictable creator pricing
• You want Apache 2.0 self-hosting
• You want a simpler current user experience

Choose Stable Video Diffusion if:

• You specifically need image-to-video
• You already work with SVD
• You need a private deployment
• You are researching Stability AI's model family

For a new general AI-video workflow, Genmo is the better choice between these two.

Try Genmo Mochi 1

Need self-hosted image-to-video instead?

Review Stable Video Diffusion Licensing