GPT Image 2 is OpenAI’s successor to DALL·E 3 and the model to beat on prompt understanding. When a brief is complex — many objects, specific spatial relationships, precise text — it follows instructions more faithfully than its rivals, and its conversational editing (“make the sky stormier”, “change the hat to red”) is the easiest in the category.
Because it lives natively inside ChatGPT and the OpenAI API, it’s the obvious choice for teams already in that ecosystem who want multi-step, iterative refinement rather than one-shot generation.
The trade-offs: at HD it costs more per image than FLUX.2 (~$0.13 vs a few cents), and its default aesthetic, while clean, lacks the distinctive character of Midjourney.
Best for
- Conversational, iterative image editing
- ChatGPT-native workflows
- Marketing visuals needing precise instructions
Pros & cons
Strengths
- Best instruction following for complex, multi-step prompts
- Easiest conversational editing ("change the hat to red")
- Strong text rendering; native ChatGPT integration
Limitations
- More expensive than FLUX at HD
- Aesthetic is less distinctive than Midjourney