Rating Framework

AI Creative Tools

Rate AI image and video generators across 8 axes — rated after 30 days of real use, when the rerolls, credits and refusals have added up.

Red — PoorYellow — AverageGreen — GoodViolet — Exceptional
  • Prompt Fidelity
    Does it make what you asked for, first time, without fighting it
  • Output Quality
    Finish, realism and aesthetics of usable outputs — not the launch-demo best case
  • Consistency & Control
    Characters, styles, references and edits that hold across generations
  • Speed & Reliability
    Failed generations, queues, outages and silent downgrades
  • True Cost
    Cost per usable output, counting rerolls, credit expiry and top-ups
  • Rights & Licensing Clarity
    Commercial use, ownership, indemnity and training-data honesty, stated plainly
  • Gating Transparency
    When it refuses or alters a request, does it say so and say why
  • Privacy & Data
    Whether prompts, uploads and outputs are kept, shared or used for training
Launch demos show the best output from hundreds of tries. They hide the rerolls, the top-ups, the refusals and the terms that decide whether you can use what you made.

Ratings open after 30 days of real use. Every model in the AI image & video model guide has a card here.

The models

33 image and video models from the R8rly prompt guide. Tap Rate on any model you have used for real. Rating is open to early-access members; scores appear once raters submit them. None are seeded, and none can be bought.

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Rate an AI Creative Tool on R8rly

Free to start. Up to 10 ratings per calendar month. No credit card required.