Batch Image Generation API
Generate hundreds of images in one API call using visual workflows and connected AI models
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At Wireflow, Andrew and the team have built and iterated on 300+ batch image generation api workflows for creative teams and agencies. The approach below reflects what we've found delivers the most consistent, production-ready results.
Generate Images at Scale with One API Call
Batch image generation APIs let you submit hundreds or thousands of prompts in a single request and collect all results asynchronously. Instead of looping through individual API calls, you define your prompt set once and let the system handle queuing, rate limits, and retries. Wireflow takes this further by letting you build the entire generation pipeline visually, then expose it as a callable API endpoint.
Connect any supported image model, add post-processing steps like upscaling or background removal, and trigger the full pipeline programmatically. Each workflow publishes its own endpoint, so your application calls one URL and receives processed outputs without managing multiple provider APIs separately.
Batch Generation Capabilities
Multi-Prompt Batch Queuing
Submit arrays of prompts in one request and receive all generated images when processing completes
Chained Model Pipelines
Connect generation, upscaling, and editing models in sequence so each batch runs through the full pipeline
Parallel Execution
Process multiple prompts simultaneously across available GPU capacity for faster batch completion
Per-Prompt Parameters
Set different aspect ratios, styles, or model settings for each prompt within a single batch
Webhook Callbacks
Receive notifications as each image completes or when the entire batch finishes processing
Usage and Cost Tracking
Monitor per-batch and per-image costs across all models with detailed usage breakdowns
More Than Just Batch Image Generation API
One Endpoint, Any Model
Access Flux, Recraft, Nano Banana, and other models through a single workflow endpoint. Swap models by editing the canvas, not your code. Explore all available models in the AI image generator toolkit.
Cut API Integration Time
Skip writing provider-specific SDKs for every image model. Wireflow's published endpoints handle authentication, retries, and format normalization so you ship faster. See how teams compare options in top Midjourney alternatives for AI image generation.
Scale Ad Creative Production
Generate hundreds of ad variations from a template prompt set and deliver them to your campaign manager automatically. Pair batch generation with AI ad generation workflows for end-to-end creative automation.
Enterprise-Grade Throughput
Dedicated GPU queues, priority routing, and SLA-backed uptime keep production pipelines running at scale. Review capacity options on the enterprise plan page.
Batch Across Content Types
Process product photos, social media graphics, and marketing banners in the same batch with per-prompt style overrides. Compare the latest generation tools in best AI ad generators for social media.
Build Any AI Workflow
AI Models Integrated
Full Commercial License
FAQs
What is a batch image generation API?
How many images can I generate per batch?
Which image models support batch generation?
How long does a batch take to process?
Can I set different parameters for each image in a batch?
How do I receive batch results?
Is batch generation cheaper than individual calls?
Can I add post-processing to batch pipelines?
More From Wireflow
Written by
Andrew AdamsCo-Founder & Operations at Wireflow
Runs client operations and content strategy at Wireflow. Works directly with creative teams and agencies to build production AI workflows.
Start Generating Images at Scale
Build visual image pipelines, connect any AI model, and expose them as batch API endpoints. Process hundreds of prompts in a single call without managing provider SDKs.
Start Creating