Andrew AdamsAndrew Adams · Co-Founder & Operations at Wireflow ·

Batch Image Generation API

Execute image generation workflows at scale through a single REST endpoint with async polling and webhook delivery

Free to build · no credit card

Batch Image Generation � Flux 2 ProOpen workflow →
Batch Image Generation API
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300+Built on 300+ internal test generations during development
12+12+ AI models benchmarked for optimal output quality
40+40+ configurations tested to find the best defaults

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.

01

Generate Images at Scale with One API Call

Wireflow's batch image generation API lets you POST a workflow execution with all your prompts to /api/v1/workflows/{id}/execute and receive an executionId for async polling. The system handles queuing, per-plan rate limits (10 executions per minute on every tier), and returns structured node outputs when processing completes. This is the same pattern used across all [batch AI generation](https://www.wireflow.ai/features/batch-ai-generation) workflows on the platform.

Each workflow is a directed graph of nodes you connect on a visual canvas, then trigger via REST or webhook. You can chain generation nodes like Flux 2 Pro, Recraft V4, or Imagen 4 with post-processing steps such as upscaling or background removal, all exposed as a single callable endpoint. Explore how pipelines connect models in the [AI model chaining](https://www.wireflow.ai/features/ai-model-chaining) feature overview.

02

Batch Generation Capabilities

01

Async Execute and Poll

POST to /workflows/{id}/execute, receive an executionId, then poll /executions/{id}/poll until status returns COMPLETED with node outputs

02

Chained Node Pipelines

Connect generate, edit, and utility nodes in a single workflow graph. Each batch runs through every node in sequence automatically

03

Webhook Trigger Support

Fire workflows from external systems via POST /workflow/{webhookId}/trigger with no API key required, ideal for forms or CI pipelines

04

Per-Node Parameters

Set different model types, resolutions, and style parameters for each node. Override defaults per execution via the request body

05

Idempotent Execution

Include an Idempotency-Key header on execute requests to prevent duplicate runs. Identical keys within 24 hours replay the original response

06

Credit and Usage Tracking

Every 402 response includes a per-node credit breakdown with nodeId, nodeLabel, and cost. Monitor usage via the executions:read scope

More Than Just Batch Image Generation API

One Endpoint, Any Model

Access Flux 2 Pro, Recraft V4, Imagen 4, and Nano Banana 2 through a single workflow endpoint. Swap models on the canvas without changing your integration code. Browse all options in the AI image generator toolkit.

One Endpoint, Any Model

No SDK Required

Wireflow is plain REST and JSON with no official SDK to install. Use curl, fetch, or any HTTP client to authenticate with a Bearer sk- token and start executing. See how teams simplify their stack with Midjourney alternatives.

No SDK Required

Scale Ad Creative Production

Generate hundreds of ad variations by executing a single workflow with different prompt inputs per run. Pair batch generation with AI ad generation workflows for end-to-end creative automation.

Scale Ad Creative Production

Tiered Rate Limits

All plans support 10 executions per minute, with daily caps scaling from 50 on Free to unlimited on Enterprise. Response headers include X-RateLimit-Remaining so you can throttle gracefully. Review options on the enterprise plan page.

Tiered Rate Limits

Full Pipeline Visibility

Every execution returns per-node timing, credit cost, and output data. The GET /executions/{id} endpoint gives you a complete audit trail for each batch run. Compare tools in best AI ad generators for social media.

Full Pipeline Visibility
Open Platform

Build Any AI Workflow

15+

AI Models Integrated

No Watermarks

Full Commercial License

FAQs

A batch image generation API accepts multiple prompts or inputs in one request and processes them asynchronously, returning all generated images through polling or webhook delivery instead of requiring individual calls.

Andrew Adams

Written by

Andrew Adams · Co-Founder & Operations at Wireflow

Runs client operations and content strategy at Wireflow. Works directly with creative teams and agencies to build production AI workflows.

Content StrategyClient Operations

Start Generating Images at Scale

Build visual image pipelines, connect any supported model, and execute them through Wireflow's REST API. Process batches with async polling, webhook triggers, and per-node cost tracking.

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