Batch Generation

Key benefits

• Up to 15 outputs per run

  Activate Sequence Mode on supported models to generate up to 15 images in a single click, comparing results across prompt modifiers without waiting for individual renders.

• Consistent sequences from a single prompt

  Trigger coherent sets of related images using natural language cues like "series" or "set," keeping style, character, and composition consistent across every output in the batch.

• Cost-effective at scale

  Batch generation is optimized for high-volume production, making it one of the most credit-efficient ways to brainstorm, iterate, and build out full asset libraries quickly.

• Workflow-powered batch automation

  Chain batch generation into multi-step pipelines in Workflows, applying post-processing like background removal, upscaling, or style transfer automatically across every output.

• API batch processing

  Send multiple generation requests in a single API call using the numSamples parameter or array-based prompts, reducing overhead for high-volume integrations and automated production pipelines.

• Multi-reference batch control

  Use up to 10 reference images alongside Sequence Mode to lock in style, character identity, or composition while generating large sets of on-brand variations.

How it works

1. 1

   Select a model and activate Sequence Mode

   Open any supported image generator and switch the Generate Multi dropdown to Sequence. Set the slider to your desired output count, up to 15 images per run.

2. 2

   Write your prompt and add references

   Use natural language to describe the batch, including keywords like "series" or "set" to trigger coherent multi-output generation. Optionally upload reference images to maintain visual consistency across outputs.

3. 3

   Review, compare, and continue

   All outputs appear side by side for rapid comparison. Select the best results, feed them into further refinement steps, or push the full batch through a Workflow for automated post-processing.

Use cases

• Asset variant generation

  Produce multiple elemental, rarity, or style variants of a game asset in one run, generating common through legendary tiers or seasonal skin sets without repeated manual prompting.

• Storyboard and comic panel sequences

  Generate coherent narrative sequences for shot planning, storyboards, or comic layouts in a single batch, keeping character and environment consistent across every frame.

• Product catalog and e-commerce visuals

  Create multiple product shots, background variations, or lifestyle placements in one run, covering all the visual angles needed for a store listing or campaign.

• Prompt and style comparison

  Run the same concept across 15 prompt modifier variations simultaneously to quickly identify the best lighting, color palette, or composition before committing to a final direction.

• Automated pipeline production

  Combine batch generation with Workflow nodes to apply background removal, upscaling, or format conversion automatically across every output in a single automated run.

• High-volume API integration

  Use batch parameters via the Scenario API to send large sets of generation requests in one call, enabling studio-scale asset production pipelines without manual intervention.