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Complete Guide to AI Image Upscaling in 2026

How to choose the right scale, the right model, and the right settings — for every image type.

By Upscaler.online Team · May 2026 · 8 min read

Choosing the right scale factor

  • — When the image looks decent but needs to be slightly larger. Example: 1500px wide photo needed at 3000px for a banner.
  • — The most commonly used scale. Good for old photos, product images, and profile pictures that need to go from web resolution to print resolution.
  • — For extreme cases: postage-stamp sized images, thumbnails, or very degraded low-resolution sources. Only available with Real-ESRGAN.

Choosing the right model

  • Real-ESRGAN: Use for photos, screenshots, illustrations, anime, logos, or any case where fidelity to the original is more important than adding creative detail.
  • Clarity Upscaler: Use for portraits, landscape photography, product photos, or artistic images where you want the AI to actively improve texture quality — hair detail, skin texture, natural surfaces.

Settings guide for Clarity Upscaler

  • Creativity 0.3–0.4, Resemblance 0.7–0.9: Conservative enhancement. Output stays very close to original, gently sharpened.
  • Creativity 0.35, Resemblance 0.6 (defaults): Best all-purpose setting for most photos.
  • Creativity 0.5–0.6, Resemblance 0.5: Stronger enhancement. Good for old or damaged photos.
  • Creativity 0.7+, Resemblance 0.3–0.4: Aggressive. The AI generates significant new detail. Use only when source is very low quality.

Tips by image type

  • Old/damaged photos: Clarity Upscaler at creativity 0.5, resemblance 0.55. Or Real-ESRGAN with face enhance ON.
  • Product photos: Real-ESRGAN 4× for clean, artifact-free results. Clarity 4× for richer texture on fabric, wood, leather.
  • Screenshots: Real-ESRGAN 2× or 4×. Never Clarity — it will hallucinate detail in UI elements.
  • Portraits: Clarity 4× with creativity 0.35, resemblance 0.7. Enable face enhance if using Real-ESRGAN.
  • Illustrations/anime: Real-ESRGAN 4×. Clean, no unwanted texture addition.
  • Landscape photography: Clarity 4× at creativity 0.4. Rock, water, foliage become dramatically sharper.

File preparation tips

  • Remove JPEG compression first if possible — save as PNG before uploading to avoid double-compression artifacts.
  • Crop to the region of interest if upscaling just one part of a large image.
  • Images over 4000px on the longest side may take longer to process. Consider resizing before uploading for 8× upscales.
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