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Rating Criteria Guide for AI Photo Editing Tools

Output Quality & Resolution

  • 1–2: Low-res exports only, poor clarity, visible distortions.
  • 3–4: Basic resolution, noticeable artifacts. Not suitable for professional use.
  • 5–6: Acceptable quality for casual use, but lacks sharpness or natural finish.
  • 7–8: High-quality outputs, crisp edges, good color accuracy.
  • 9: Studio-grade clarity, excellent sharpness, minimal artifacts.
  • 10: Flawless, professional-grade results, indistinguishable from manual editing.

Ease of Use (UI/UX)

  • 1–2: Extremely complex, unintuitive interface. Hard learning curve.
  • 3–4: Clunky workflow, limited guidance or help resources.
  • 5–6: Usable with effort; tutorials or trial-and-error needed.
  • 7–8: Intuitive editor, drag-and-drop, guided AI suggestions.
  • 9: Smooth workflow, minimal friction, beginner-friendly onboarding.
  • 10: Outstanding UX — seamless, AI-assisted, zero learning curve.

Core AI Features

  • 1–2: Very limited (only 1–2 features like background removal).
  • 3–4: A few basic tools (retouching, filters) but lack depth.
  • 5–6: Decent set of features (background/object removal, skin retouching).
  • 7–8: Wide coverage — advanced auto-retouch, inpainting, multiple AI modes.
  • 9: Comprehensive suite with creative AI features (style transfer, generative fill).
  • 10: Industry-leading, cutting-edge AI toolkit covering all editing needs.

Speed & Performance

  • 1–2: Very slow, long wait times, unusable for high-res images.
  • 3–4: Noticeable lag, acceptable only for small files.
  • 5–6: Moderate speed, not instant but workable.
  • 7–8: Fast processing, supports batch editing, minimal delays.
  • 9: Near-instant edits, smooth on large files.
  • 10: Real-time processing, no perceptible lag, scalable batch workflow.

Pricing & Plans

  • 1–2: Overpriced, harsh limits, no free trial.
  • 3–4: Free plan exists but very restrictive; expensive upgrades.
  • 5–6: Average pricing, plans somewhat limited.
  • 7–8: Fair pricing, good free plan or trial, transparent caps.
  • 9: Great value — affordable, generous usage, hidden costs minimal.
  • 10: Best-in-class pricing — excellent free tier, fair premium plans, no restrictions.

Rating Weightage Table (Sample)

ParameterWeightRatingWeighted Score
Output Quality & Resolution35%93.15
Ease of Use (UI/UX)25%82
Core AI Features20%71.4
Speed & Performance10%80.8
Pricing & Plans10%70.7
Overall Rating8.05
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