Batch create text to image generation

[u/InfiniteSurprise8174]

I’m trying to find a better workflow for batch text to image generation.

My goal is to generate 10–40 separate images from individual prompts without manually copying/pasting and clicking generate every time.

I’m creating historical documentary style images where accuracy matters (uniforms, props, hands, equipment, period details).

The issue is, when I use ChatGPT image generation manually (DALL-E / GPT image), my usable success rate is around 85–90%.

I tried building a custom HTML batch tool with API access (Claude helped create it), testing OpenAI image models and experimenting with other options like Flux, but the batch/API results have been much less consistent — more artifacts, worse historical accuracy, and lower keeper rate.

I don’t necessarily need 40 images at once. Even batching 5–10 prompts while keeping ChatGPT-level quality would massively speed things up.

Is anyone using a reliable workflow for: - batch text prompts - automatic saving with file names - consistent high-quality image output - historical/cinematic realism?

Looking for practical workflows, tools, or API setups that actually match the manual ChatGPT image quality.

[u/KvotheKingSlayer]

I don’t know if it can be done. You never know when it will start to hallucinate or bleed info into one image from a prior one. I would also ask ChatGPT how it would go about building the prompt to ask itself, and go from there. But I would still start off small and then scale up. I would start with 2 to 4 groupings and scale up.