An image API acceptance test should check pixels, not only task success
Disclosure: I maintain FreyaVideo. This note was prepared with AI assistance and reviewed against our integration records. It is an acceptance-test worksheet, not an independent model review or a quality ranking. A provider can return success while the file still needs inspection. We recently integrated Nano Banana 2.1 and separated three checks: request acceptance, decoded output properties, and whether the image is useful for the intended layout. Requested Decoded output What it establishes 2…