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Stable Video DiffusionvsStable Diffusion 3.5 Large

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

Stable Diffusion 3.5 Large leads 3/5 categories

Head-to-Head Comparison

MetricStable Video DiffusionStable Diffusion 3.5 Large
Provider
Arena Rank
Context Window
N/A (video)
N/A (image)
Input Pricing
Free (open)/1M tokens
Free/1M tokens
Output Pricing
Free (open)/1M tokens
Free/1M tokens
Parameters
1.5B
8B
Open Source
Yes
Yes
Best For
Video generation, animation, visual effects
Open source image generation, customization, fine-tuning
Release Date
Nov 21, 2023
Oct 22, 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 3.5 Large

Stable Diffusion 3.5 Large is Stability AI's open-source image generation model using an innovative MMDiT (Multimodal Diffusion Transformer) architecture. It generates high-quality images from text descriptions with excellent prompt following and composition capabilities. As an open-weight model, it can be self-hosted, fine-tuned, and integrated into custom applications without API costs. The model has spawned a massive ecosystem of community-built tools, LoRA adapters, and specialized models for various art styles and use cases.

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Key Differences: Stable Video Diffusion vs Stable Diffusion 3.5 Large

1

Stable Video Diffusion has 1.5B parameters vs Stable Diffusion 3.5 Large'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 →
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When to use Stable Diffusion 3.5 Large

  • +Your use case involves open source image generation, customization, fine-tuning
View full Stable Diffusion 3.5 Large specs →

The Verdict

Stable Diffusion 3.5 Large wins our head-to-head comparison with 3 out of 5 category wins. It's the stronger choice for open source image generation, customization, fine-tuning, 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 3.5 Large?
In our head-to-head comparison, Stable Diffusion 3.5 Large leads in 3 out of 5 categories (arena rank, context window, input pricing, output pricing, and parameters). Stable Diffusion 3.5 Large excels at open source image generation, customization, fine-tuning, 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 3.5 Large?
Stable Video Diffusion charges Free (open) per 1M input tokens and Free (open) per 1M output tokens. Stable Diffusion 3.5 Large charges Free per 1M input tokens and Free 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 3.5 Large?
Stable Video Diffusion supports a N/A (video) token context window, while Stable Diffusion 3.5 Large 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 3.5 Large for free?
Stable Video Diffusion is a paid API model starting at Free (open) per 1M input tokens. Stable Diffusion 3.5 Large is available for free (open-source). 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 3.5 Large?
Stable Video Diffusion's arena rank is not yet available, while Stable Diffusion 3.5 Large'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 3.5 Large better for coding?
Stable Video Diffusion's primary strength is video generation, animation, visual effects. Stable Diffusion 3.5 Large's primary strength is open source image generation, customization, fine-tuning. For coding specifically, arena rank and code-specific benchmarks are the best indicators of performance.