GPT Image 2.5

Generate or edit images through Frevana's AI Factory OpenAI image endpoint.

Return the validated API response JSON unchanged. Treat data[0].image_url as the primary image URL.

Model Selection

Honor an explicit user choice of gpt-image-2.5-flare or gpt-image-2.5-sunburst.
Otherwise use gpt-image-2.5-flare for most requests, especially fast iteration, social/creator content, prototypes, visual search, product experiences, or high-volume generation.
Use gpt-image-2.5-sunburst when the request prioritizes maximum precision over latency: demanding reference preservation, tightly controlled or repeated edits, production-ready campaign creative, polished product imagery, complex layouts, or exact text/detail work.
When the request does not clearly justify Sunburst, use Flare. Do not ask the user to choose unless the speed-versus-precision tradeoff materially affects their request.

The script defaults to Flare when --model is omitted. Pass the chosen model explicitly when the agent selected Sunburst.