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Welcome to GridBulk

One prompt, multiple images — meet AI batch image generation with automatic grid splitting

lian-yang
Welcome to GridBulk

Welcome to GridBulk

GridBulk started with a simple annoyance: exploring directions with AI image generation means generating one image at a time. Every variation is another request, another wait, another credit.

GridBulk flips that around: one prompt in, a grid of images out. The model generates a single high-resolution grid — from 1×1 up to 4×4 — and GridBulk splits it pixel-perfect into individual assets. One generation costs one credit, no matter how many images you get back.

A film enlarger casting one amber exposure onto a sheet of paper, the projected light already divided into a 4×4 grid

How it works

Four steps, start to finish:

  1. Choose a layout — pick your grid size and aspect ratio, from 1×1 to 4×4.
  2. Write prompts — one prompt for all variations, or a different one for every cell.
  3. Generate & split — the model renders a high-res grid, and we cut it into clean individual images.
  4. Download — grab images one by one, or take them all as a ZIP.

What it's good for

GridBulk is built for the exploration phase, where you need breadth fast:

  • Ad variants — test a dozen creative directions before committing to one
  • Social media content — fill a content calendar from a single prompt
  • Concept boards — explore styles and moodboards in batches
  • Product mockups — variations on angles, colors, and scenes without repeating yourself

A corkboard pinned with dozens of small varied prints — the breadth of exploring in batches

Models & API

GridBulk runs on top-tier image generation models, including Nana-Banana-Pro and GPT Image 2. Prefer code over clicks? Create an API key in the dashboard and generate programmatically — same layouts, same one-credit-per-generation pricing.

Open source

GridBulk is open source. Read the code, open issues, or self-host it yourself:

Have fun generating.

Tags:#ai#image-generation#gridbulk