AI product photography splits into two jobs: generating a clean studio-style shot, and editing an existing product photo (backgrounds, lighting, variants). Different models win each.
For a photoreal product scene from scratch, Flux is the strongest general image model, with clean lighting and material detail. For crisp, on-brand studio looks and vector-adjacent cleanliness, Recraft is excellent.
When you already have a product shot and want to swap the background, relight it, or make variants, Nano Banana (Gemini image) is the best editor — it preserves the product while changing everything around it.
In Terminal X you don't choose: describe the shot and it routes to the right model, and you can generate a set of variants in one prompt for a full listing.
| Task | Best model |
|---|---|
| Photoreal scene from scratch | Flux |
| Clean, on-brand studio look | Recraft |
| Edit / background swap / variants | Nano Banana |
| Text on packaging / labels | Ideogram |
Nano Banana is the strongest editor — it changes the background and lighting while keeping the product intact. Terminal X routes edit prompts to it.
Or skip the comparison shopping: Terminal X routes one prompt to the right model automatically — and runs several in parallel when a job needs more than one.