Workflows and model comparisons for AI image, video, and audio generation — including where these tools fall short.
Most free AI image generators are trials in disguise. Here is what each one actually gives you per day, what it takes back in watermarks and rights, and which is worth your time.
These two tools are not really competing for the same job. One is a curated aesthetic; the other is a routing layer over thirteen providers. Here is how to tell which one your work needs.
The hard part of an AI music video is not generating clips. It is making thirty separate clips look like they belong in the same video. Here is the workflow that solves that.
Lip sync quality is decided before you run the model — by the shot you feed it. Here is what separates a convincing result from an uncanny one.
Veo 3 generates sound with the picture. Runway Gen-4.5 holds motion and physics better. That single difference decides most shots for you.
