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Stable Video DiffusionvsStable Diffusion 3

Stability AI vs Stability AI — Side-by-side model comparison

Stable Diffusion 3 leads 1/5 categories

Head-to-Head Comparison

MetricStable Video DiffusionStable Diffusion 3
Provider
Arena Rank
Context Window
N/A (video)
N/A (image)
Input Pricing
Free (open)/1M tokens
Free (open)/1M tokens
Output Pricing
Free (open)/1M tokens
Free (open)/1M tokens
Parameters
1.5B
8B
Open Source
Yes
Yes
Best For
Video generation, animation, visual effects
Image generation, art creation, design
Release Date
Nov 21, 2023
Jun 12, 2024

Stable Video Diffusion

Stable Video Diffusion is Stability AI's open-source video generation model that creates short video clips from text or image inputs. It represents one of the first widely available open models for AI video generation, enabling researchers and developers to experiment with video synthesis without relying on proprietary APIs. While generating shorter clips than commercial alternatives, its open nature has fostered significant community innovation.

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Stable Diffusion 3

Stable Diffusion 3 is Stability AI's most advanced text-to-image model, using a novel Multimodal Diffusion Transformer (MMDiT) architecture. It features dramatically improved text rendering, better prompt adherence, and higher quality image generation compared to previous versions. SD3 comes in multiple sizes and is available as open weights, enabling local deployment and fine-tuning for specialized image generation applications.

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Key Differences: Stable Video Diffusion vs Stable Diffusion 3

1

Stable Video Diffusion has 1.5B parameters vs Stable Diffusion 3's 8B, which affects inference speed and capability.

S

When to use Stable Video Diffusion

  • +Your use case involves video generation, animation, visual effects
View full Stable Video Diffusion specs →
S

When to use Stable Diffusion 3

  • +Your use case involves image generation, art creation, design
View full Stable Diffusion 3 specs →

The Verdict

Stable Diffusion 3 wins our head-to-head comparison with 1 out of 5 category wins. It's the stronger choice for image generation, art creation, design, though Stable Video Diffusion holds an edge in video generation, animation, visual effects.

Last compared: March 2026 · Data sourced from public benchmarks and official pricing pages

Frequently Asked Questions

Which is better, Stable Video Diffusion or Stable Diffusion 3?
In our head-to-head comparison, Stable Diffusion 3 leads in 1 out of 5 categories (arena rank, context window, input pricing, output pricing, and parameters). Stable Diffusion 3 excels at image generation, art creation, design, while Stable Video Diffusion is better suited for video generation, animation, visual effects. The best choice depends on your specific requirements, budget, and use case.
How does Stable Video Diffusion pricing compare to Stable Diffusion 3?
Stable Video Diffusion charges Free (open) per 1M input tokens and Free (open) per 1M output tokens. Stable Diffusion 3 charges Free (open) per 1M input tokens and Free (open) per 1M output tokens. For high-volume production workloads, the pricing difference can significantly impact total cost of ownership.
What is the context window difference between Stable Video Diffusion and Stable Diffusion 3?
Stable Video Diffusion supports a N/A (video) token context window, while Stable Diffusion 3 supports N/A (image) tokens. Context window size matters most for tasks involving long documents, large codebases, or extended conversations.
Can I use Stable Video Diffusion or Stable Diffusion 3 for free?
Stable Video Diffusion is a paid API model starting at Free (open) per 1M input tokens. Stable Diffusion 3 is a paid API model starting at Free (open) per 1M input tokens. Open-source models can be self-hosted for free but require your own GPU infrastructure.
Which model has better benchmarks, Stable Video Diffusion or Stable Diffusion 3?
Stable Video Diffusion's arena rank is not yet available, while Stable Diffusion 3's rank is not yet available. Note that benchmarks don't capture every use case — we recommend testing both models on your specific tasks.
Is Stable Video Diffusion or Stable Diffusion 3 better for coding?
Stable Video Diffusion's primary strength is video generation, animation, visual effects. Stable Diffusion 3's primary strength is image generation, art creation, design. For coding specifically, arena rank and code-specific benchmarks are the best indicators of performance.