Comparisons

We haven't published a comparison yet, because we won't rank tools we haven't tested the same way. Here's how we'll judge them when we do.

Same inputs: Each tool gets identical prompts or files, and we publish them so you can repeat the test.
The real cost of a usable result: We count the credits, retries, and cleanup time it takes to get something usable, not just the first output.
Fit with the rest of your pipeline: Export options, how well files import, and how much work remains once they reach your editor or engine.
Rights and terms: What the license lets you do with the output, and whether that depends on your plan.
Disclosed interests: If we earn a commission from any tool in a comparison, the comparison says so at the top.