AI model comparison
Compare pricing, context limits, supported inputs and deployment options to choose a model for your workflow.
stabilityai/stable-diffusion-xl-refiner-1.0 from stabilityai lists limited public specifications. stabilityai/stable-video-diffusion-img2vid-xt from stabilityai lists limited public specifications. Compare the inputs, outputs and deployment options below to see which fits your workflow.
stabilityai
stabilityai/stable-diffusion-xl-refiner-1.0 is a source-linked Hugging Face repository assigned to Image-to-image. Its recorded task interface accepts image and produces image.
Accepts
Produces
stabilityai
stabilityai/stable-video-diffusion-img2vid-xt is a source-linked Hugging Face repository assigned to Image-to-video. Its recorded task interface accepts image and produces video.
Accepts
Produces
Specifications
| Specification | stabilityai/stable-diffusion-xl-refiner-1.0 | stabilityai/stable-video-diffusion-img2vid-xt |
|---|---|---|
| Provider | stabilityai | stabilityai |
| Listed pricing route | stabilityai | stabilityai |
| Model family | — | — |
| Accepted inputs | image | image |
| Produced outputs | image | video |
| Reasoning mode | Not documented | Not documented |
| Tool calling | Not documented | Not documented |
| Image input | Documented | Documented |
| Audio input | Not documented | Not documented |
| Structured output | Not documented | Not documented |
| License | Not documented | Not documented |
Workload guidance
The recorded figures alone do not establish a clear choice. Test both on the same representative examples and judge the output against your acceptance criteria. Include tool failures, retries and the time to a completed task.
Explore each model’s features, API requirements and licence terms in the sources below.
stabilityai/stable-diffusion-xl-refiner-1.0
stabilityai
Profile updated Oct 7, 2026
stabilityai/stable-video-diffusion-img2vid-xt
stabilityai
Profile updated Oct 7, 2026
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