AI image editing by instruction
Upload an image, describe the change in a sentence — restyle, relight, swap a background — and keep the subject intact. These models accept an image reference plus an edit instruction.
Models with this capability
GPT Image 2
Complex compositions where the model must follow detailed instructions — infographics, mockups, diagrams and text-heavy posters.
$0.10
per image
Qwen Image 2.1 (Unrestricted)
Creative work that first-party filters tend to refuse.
$0.085
per image
Seedream 5 Pro (Unrestricted)
High-quality renders where first-party filters get in the way.
$0.26
per image
GPT Image 2 HD
Large posters and layouts with in-image text.
$0.035
per image
Nano Banana 2.1
Portraits and consistent characters from a reference.
$0.065
per image
Nano Banana 3 Pro
Detailed portraits and product shots.
$0.065
per image
Nano Banana 3.1 Flash
Fast portrait iterations.
$0.065
per image
Grok Image 2.0
Fast drafts where turnaround matters most.
$0.085
per image
FAQ
Which AI models support instruction-based image editing?
GPT Image 2, Qwen Image 2.1 (Unrestricted), Seedream 5 Pro (Unrestricted), GPT Image 2 HD, Nano Banana 2.1, Nano Banana 3 Pro, Nano Banana 3.1 Flash, Grok Image 2.0 — all available on our gateway through one OpenAI-compatible API. The list above compares their prices and specs.
How much does instruction-based image editing cost?
From $0.035 per image on our rates, depending on the model — all below first-party list prices. Aspect ratios and resolution are included in the per-image price.