
What I like best is how much time it saves in my ad creative workflow. The API integrates directly into my existing pipeline, so I can generate and iterate on image variations for Meta ads without jumping between tools. Pricing is genuinely affordable compared to running the same volume through other generation APIs, which matters when you're testing dozens of creative angles per week for multiple brands. Output quality has been consistent enough that I can go straight from generation to ad account without heavy manual cleanup — that's the real ROI for me. Support has also been responsive when I've hit rate limits or needed help with specific parameters." Review collected by and hosted on G2.com.
The main downside is the documentation could be more thorough, especially around advanced parameters — I've had to rely on trial and error a few times to get the output I wanted. Occasionally there's a bit of lag during peak usage times, which slows things down when I'm working through a batch of creatives on a deadline. The interface is functional but a bit basic; a few more built-in presets or templates would make the workflow faster for people generating variations at volume. None of these are dealbreakers, but they're the areas I'd most like to see improved Review collected by and hosted on G2.com.