Generate up to 1000 AI images in one launch

Scale Your AI Image Production with Multi-Workflow Batch Generation

Stop running prompts one by one. HummingBytes lets teams launch multi-workflow batch generation across multiple prompts, source images, aspect ratios, and premium AI workflows in a single coordinated run.

Works across Gemini, Seedream, FLUX, and other supported workflows. Choose any combination of prompts, aspect ratios, and references per batch.

Inside the product

Configure once. Review the full set together.

Queue one workflow with multiple prompt variations, launch it once, and review the coordinated output set in one workspace. Batch image generation is built for teams that need less repetitive clicking and better output review.

Run prompt variations in one reviewable batch
Keep one workflow, one reference set, many outputs
See live image and credit totals before launch
Fan prompts across standard and ultrawide ratios
HummingBytes multi-workflow batch generation interface showing two workflows and six completed images
One setup, many outputs

Why multi-workflow batch generation is more than bulk output.

The real advantage is not only that one setup can generate many images. It is that prompts, ratios, references, model economics, and results stay coordinated from launch through review.

Setup

Configure the batch once

Set prompts, ratios, and references in one place instead of rebuilding the same launch steps for every run.

Efficiency

Stop repeating the same setup for every run

Configure prompts, references, and aspect ratios once and let the batch expand the combinations for you instead of rebuilding each run manually.

Review

Review the full set together

Keep the whole output set grouped so selection, feedback, and handoff happen on the batch instead of across isolated one-off runs.

Cheaper Gemini bulk generation

Need lower-cost Nano Banana 2 or Nano Banana Pro runs?

Use the Gemini Batch API workflows when you want cheaper 1K generations and are willing to accept slower turnaround than interactive image generation.

Three high-leverage workflows

Three workflows that make multi-workflow batch generation obvious.

Different teams use the same engine in different ways. The win is removing repetition while keeping the output consistent.

One reference, many prompts

Create a month of character content in minutes.

For AI influencers, mascots, and brand characters

Example

Place this character in a cozy coffee shop, morning light through the window, warm tones.

Keep the face and visual identity anchored while turning one reference into a full content set.

Many references, one prompt

Automate a product catalog without manual relighting.

For ecommerce teams and creative operations

Example

Place this product on a white marble surface with soft studio lighting and a subtle drop shadow.

Get a repeatable product-photo system instead of editing each image by hand.

Many prompts, no references

Generate a full image library from a prompt list.

For game teams, storyboards, and campaign production

Example

A misty forest clearing at dawn, a single lantern hanging from a gnarled oak branch.

Review the full set together in one workspace instead of waiting on requests one by one.

Real batches, real outputs

One setup can produce a coordinated output set.

These showcase pages came from real batch-generation workflows, where one setup expanded into multiple polished outputs that could be reviewed together instead of one by one.

Why teams use this instead of doing it manually

Multi-workflow batching works because the whole output set stays reviewable.

The workflow advantage is not just faster clicking. It is that the whole set stays grouped, comparable, and easier to hand off once rendering is done.

One setup, one launch

Instead of repeating the same configuration across isolated runs, multi-workflow batch generation turns one setup moment into one coordinated launch.

A full output set to compare

The real win is seeing the full range together instead of trying to remember which single run produced the best result.

Better handoff for teams

Clients, stakeholders, and internal reviewers can respond to a full output set at once instead of waiting on a trickle of one-off generations.

Before and after

What changes when you stop running prompts one by one.

Scenario: 10 prompts × 5 aspect ratios = 50 images for a product campaign.

Without multi-workflow batches

Enter a prompt, pick a ratio, wait for the result, download it, repeat. Fifty times.

Active setup time

~45 min

With multi-workflow batches

Enter 10 prompts, select 5 ratios, preview the total, launch once. Come back when it is done.

Active setup time

~2 min

Both numbers reflect hands-on setup time, not generation wait time. Actual generation speed depends on the workflow and current queue.

Questions teams ask before they use multi-workflow batch 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?

Multi-workflow batches currently support up to 10 prompts, up to 10 aspect ratios, and up to 10 reference sets per workflow. Gemini batch jobs support up to 100 prompts per workflow because they run through queued provider batch jobs.

What is the maximum batch size?

A batch is currently capped at 1000 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.

Do I need a paid plan for multi-workflow batch generation?

Yes. Multi-workflow batch generation requires a paid plan. Supported workflows currently include Gemini 3.1 Flash Image batch, Gemini 3 Pro Image batch, Seedream 5.0 Lite, and FLUX.2 Flex. The app validates workflow support before estimating or launching.
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.