Amuse is a free, powerful AI image and video generation tool for Windows PCs that runs locally on your hardware. It features Stable Diffusion 3.0, an easy mode for beginners, an expert mode for advanced users, and is highly optimized for AMD hardware with NPU support. Create stunning art, apply custom AI filters, and experiment with video generation without any cost or login requirements.
SUPIR (Scaling-up-Prior Image Restoration) is a cutting-edge, high-fidelity general image restoration model. It leverages large-scale diffusion generative priors to intelligently restore and upscale images with stunning clarity and detail. From vintage photos to gaming assets, SUPIR breathes new life into any low-quality image.
Amuse is a free, powerful AI image and video generation tool for Windows PCs that runs locally on your hardware. It features Stable Diffusion 3.0, an easy mode for beginners, an expert mode for advanced users, and is highly optimized for AMD hardware with NPU support. Create stunning art, apply custom AI filters, and experiment with video generation without any cost or login requirements.
SUPIR (Scaling-up-Prior Image Restoration) is a cutting-edge, high-fidelity general image restoration model. It leverages large-scale diffusion generative priors to intelligently restore and upscale images with stunning clarity and detail. From vintage photos to gaming assets, SUPIR breathes new life into any low-quality image.
| Feature | Amuse | SUPIR |
|---|---|---|
| Primary category | Generative Art | Generative Art |
| Added | 2025-09-11 | 2025-09-18 |
| Pricing | Free | Freemium |
| Official website | amuse-ai.com | supir.xpixel.group |
| Product type | App | Website |
| Performance data | ||
| User rating | Not verified | Not verified |
| Comments | 0 | 0 |
| Monthly visits | 5K | 1.7K |
| Monthly growth | Not verified | -29.4% |
| Favorites | 116 | 134 |
| Details | View details | View details |
Compare Amuse and SUPIR by monthly reach, traffic trend, visit depth, top regions, and acquisition sources.
In the Amuse vs SUPIR monthly traffic comparison, Amuse currently shows 5K visits and SUPIR shows 1.7K; Amuse has about 3 times the visible traffic of SUPIR, an absolute difference of about 3.4K visits. This reflects visible reach, not feature quality or paid users.
Only SUPIR has complete third-party traffic details; Amuse uses visits recorded inside ToolMage. These scopes cannot estimate market share directly, and on-site views should not be treated as the product’s total website traffic.
| Country/region | Percentage | Traffic |
|---|---|---|
| 🇺🇸United States | 71.79% | 1.2K |
| 🇷🇺Russia | 17.45% | 290 |
| 🇫🇷France | 10.76% | 179 |
This in-depth Amuse vs SUPIR comparison uses only the product records, taxonomy, audience, traffic, and community signals available on this page. Amuse is primarily listed under “Generative Art”, while SUPIR is primarily listed under “Generative Art”, so the first decision is whether your actual task matches their recorded scope.
The structured fields currently show these decision-relevant differences: Product type (Amuse: App; SUPIR: Website); Pricing (Amuse: Free; SUPIR: Freemium); Monthly visits (Amuse: 5K; SUPIR: 1.7K); Favorites (Amuse: 116; SUPIR: 134); Website (Amuse: amuse-ai.com; SUPIR: supir.xpixel.group). These facts are more useful for selection than brand visibility alone.
In the Amuse vs SUPIR monthly traffic comparison, Amuse currently shows 5K visits and SUPIR shows 1.7K; Amuse has about 3 times the visible traffic of SUPIR, an absolute difference of about 3.4K visits. This reflects visible reach, not feature quality or paid users.
Only SUPIR has complete third-party traffic details; Amuse uses visits recorded inside ToolMage. These scopes cannot estimate market share directly, and on-site views should not be treated as the product’s total website traffic.
The current traffic scope is not sufficient for a reliable product ranking. Treat monthly visits as a market-interest signal, then decide using taxonomy, use cases, pricing, and a like-for-like trial rather than reading exposure as product capability.
Amuse and SUPIR currently overlap in shared categories: Generative Art; shared tags: ai art; shared roles: Content Creator, Digital Artist, Game Developer, Graphic Designer, Photographer, and Social Media Manager. This can place both on the same shortlist, but it does not prove equal implementation, depth, or cost.
Amuse's unique categories/tags are Creative Tools, Image Generation, Video Generation, ai filters, amd optimized, free ai tool, image generator, and image to video; SUPIR's are Image Enhancement, Photo Editing, AI image enhancement, diffusion model, face enhancement, high resolution, image restoration, and image upscaling. These unique fields are the strongest differentiators: validate the product whose recorded scope matches the task instead of following traffic alone.
Amuse has no verified rating, 0 comments, 116 favorites, and 126 likes；SUPIR has no verified rating, 0 comments, 134 favorites, and 140 likes。
Neither product has enough rating or comment samples for a credible reputation ranking.
Put Amuse on the priority trial list when the task aligns with “Generative Art” and especially Creative Tools, Image Generation, Video Generation, ai filters, amd optimized, and free ai tool, or the users include AI Enthusiast and Marketing Manager. This follows recorded positioning and does not imply unlisted capabilities are absent.
Amuse also currently records: pricing is free, product type is app, 5K on-site monthly views, no verified user rating. Verify any hard requirement around price, platform, or reach before trial, and do not let sparse review data substitute for testing.
Put SUPIR on the priority trial list when the task aligns with “Generative Art” and especially Image Enhancement, Photo Editing, AI image enhancement, diffusion model, face enhancement, and high resolution, or the users include Archivist, Film Restoration Specialist, and Historian. This follows recorded positioning and does not imply unlisted capabilities are absent.
SUPIR also currently records: pricing is freemium, product type is website, 1.7K verified monthly visits, no verified user rating. Verify any hard requirement around price, platform, or reach before trial, and do not let sparse review data substitute for testing.
The available data describes positioning, public visibility, and community signals, but it cannot prove output quality, speed, integration effort, privacy, or long-term cost in your workflow. Before deciding, run the same representative tasks in Amuse and SUPIR, then record completion time, accuracy, manual corrections, and the real paid threshold. A like-for-like trial turns this comparison into a defensible adoption decision.
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