How do i Generated images in a controlled way with gpt-image 2 ?
How do i Generated images in a controlled way with gpt-image 2 ?

How do i Generated images in a controlled way with gpt-image 2 ?

I've hit a workflow roadblock and I'm hoping someone who's already solved this can point me in the right direction.

My current setup is:

  • Google Flow for image generation
  • GPT subscription for GPT-Image 2 access
  • Additional API credits from third-party OpenAI-compatible providers

What I'm trying to achieve is a workflow similar to Flow, but using GPT-Image 2 through API credits rather than buying another platform subscription.

The challenge is that while Flow gives great control, I still spend a lot of time dealing with facial consistency issues across generations. GPT-Image 2 seems noticeably stronger in that area, so I'd like to build my image workflow around it.

I've already tested several clients/interfaces:

  • Chatbox
  • LobeChat
  • OpenRouter Chat
  • TypingMind
  • Cherry Studio
  • Jan

Most of them work well for chat, but I haven't found one that provides a strong image-generation workflow with:

  • custom API endpoint support
  • GPT-Image 2 access
  • image-first UI
  • prompt iteration/versioning
  • multi-image generation and comparison

I'm not necessarily looking for the best platform. I'm trying to understand whether a client that supports this workflow already exists, or if most people using GPT-Image 2 via API are building their own interface.

For those generating images through API providers rather than platform subscriptions, what does your setup look like?

submitted by /u/Drak-Shadow-005
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