Fix the input
Use the same prompt, reference image, aspect ratio, and output count for each model.
Multi-model image workspace
AI Image Model Comparison
Use the current catalog for availability and controls. Measure speed, cost, and output quality with the same prompt and input image.
Configured models and live status
| Model | Current status | Aspect ratios | Edit handoff | Cost |
|---|---|---|---|---|
| Nano Banana | Not currently listed | Check tool | — | Live quote → |
| Nano Banana 2 | Available | Check tool | Supported | Live quote → |
| Nano Banana 2.1 | Available | Check tool | Supported | Live quote → |
| Nano Banana 2 Lite | Available | Check tool | Supported | Live quote → |
| Nano Banana Pro | Available | Check tool | Supported | Live quote → |
| GPT Image 2 | Available | Check tool | Supported | Live quote → |
| Z-Image Turbo | Available | Check tool | Not declared | Live quote → |
| Seedream 5.0 Lite | Not currently listed | Check tool | — | Live quote → |
| Seedream 5.0 Flash | Available | Check tool | Supported | Live quote → |
Status comes from the anonymous model catalog. The task quote is the price source of truth. 'Not declared' does not mean unsupported.
How to compare fairly
Record accepted-result cost
Record credits, wait time, and the number of usable results, rather than only cost per run.
Inspect task details
Score identity, product labels, typography, lighting, and the editing required to approve a result.
Next step
Test a model in the generator, then continue with editing, upscaling, or a video workflow.