Workflow automation for image teams

Scale Your AI Image Production with Batch Image Generation

Stop running prompts one by one. HummingBytes lets teams batch image generation across multiple prompts, source images, aspect ratios, and premium AI workflows with per-workflow configuration before anything goes live.

Supports Gemini 3.1 Flash Image (Nano Banana 2), Gemini 3 Pro Image (Nano Banana Pro), Seedream 5.0 Lite, FLUX.2 Flex, and more.

Up to 10 workflows per batch
Per-workflow prompts, ratios, and settings
Preview total images and credits before launch

Batch image generation

One launch. Many assets.

Parallel

50 items

Prompt queue

10 prompts x 5 ratios x 1 reference set

Parallel

Editorial portrait set

Batch results

Ready

Marble podium catalog

Batch results

Ready

Beach social series

Prompt queue

Rendering

Homepage hero drafts

Prompt queue

Rendering
Show, don't tell

Turn Hours of Work into Seconds.

Queue a full production workload once and let HummingBytes handle the repetitive clicking. This bulk AI image generator is designed for teams that need a cleaner way to automate AI image creation, fan prompts across multiple aspect ratios, and run multi-workflow batches across models like Gemini 3.1 Flash Image, Gemini 3 Pro Image, Seedream 5.0 Lite, and FLUX.2 Flex from one workspace.

Select up to 10 workflows in one batch
Configure each workflow separately
See live image and credit totals before launch
Fan prompts across standard and ultrawide ratios
HummingBytes batch image generation interface showing two workflows and six completed images
Three high-leverage workflows

Three workflows that make batch image generation obvious.

Different teams use the same engine in different ways. The value comes from removing repetition while keeping the output consistent.

1 source image -> many prompts

Create a month of character content in minutes.

For AI influencers, mascots, and brand characters

Example

Upload one reference portrait, then run prompts like coffee shop, beach morning, city rooftop, and bookstore reading session in the same batch.

You keep the face and visual identity anchored while turning one reference into a full content calendar.

Many source images -> 1 prompt

Automate a product catalog without manual relighting.

For ecommerce teams and creative operations

Example

Take 50 packshots on white and apply one art direction prompt such as marble podium with dramatic sunlight across the entire SKU set.

You get a repeatable visual system for product photos instead of editing each image by hand.

Spreadsheet/list -> batch output

Turn asset lists into image libraries.

For game teams, storyboards, and campaign production

Example

Paste a production list of scenes, props, or concept beats and let one batch create the first-pass visual library.

The team reviews a full set of outputs together, with totals and results visible in the same workspace instead of waiting on each request one at a time.

Real batches, real outputs

See what batch generation already produces inside HummingBytes.

These showcase pages were built from real batch-generation workflows, from professional headshots to branded portraits and creative prompt variations.

Do the math

Do the Math on Your Time.

The win is not magical output speed. It is collapsing repetitive manual work into one setup and one launch.

Standard AI tools

50 prompts usually means 50 clicks, 50 waits, and one-by-one downloads before anyone can review the full set.

Estimated active time

45 minutes

HummingBytes batch generation

Queue the workload once, confirm image and credit totals before launch, and come back to a full batch of results instead of babysitting every single request.

Estimated active time

30 seconds

Estimated active time example based on a 50-prompt workload. Actual generation runtimes vary by workflow, settings, and queue conditions.

Questions teams ask before they batch image generation.

These answers reflect the current product behavior, limits, and access rules inside HummingBytes today.

How many workflows can I run in one batch?

You can run up to 10 workflows in a single batch. Each workflow is configured separately before launch.

How many prompts, aspect ratios, and reference sets can each workflow use?

Each workflow currently supports up to 10 prompts, up to 10 aspect ratios, and up to 10 reference sets.

What is the maximum batch size?

A batch is currently capped at 100 generated items total. That total comes from the combinations created across prompts, aspect ratios, and reference sets.

Can each workflow use different prompts, ratios, and references?

Yes. HummingBytes lets you configure prompts, aspect ratios, reference sets, and workflow-specific parameters separately for each selected workflow.

Do I see image and credit totals before launching the batch?

Yes. The batch form estimates total images and total credits before you launch, so you can review the workload before committing it.

Which workflows support batch image generation, and do I need a paid plan?

Batch image generation only works with supported image workflows, and the app validates support before estimating or launching. Supported paid-plan workflows currently include examples like Gemini 3.1 Flash Image, Gemini 3 Pro Image, Seedream 5.0 Lite, and FLUX.2 Flex.
Ship more with less busywork

Launch one batch and get back to the rest of the job.

Use HummingBytes to automate AI image creation for campaigns, product catalogs, character libraries, and repeatable creative pipelines.