Most AI tool comparison pages I find online feel like they're missing something. Took me a while to pin down what it was. The obvious one is equal inputs. Same prompts, same reference images, same number of attempts. If the comparison doesn't publish the exact inputs it used, the results aren't reproducible and there's no way to separate actual capability from cherry picking. Tied to that is equal quality settings. Running one tool at max quality and another at draft or preview makes any result ...