AdvancedUpdated Jan 16, 2026
Batch Processing: Generate 100 Images in Minutes
Efficiently process large batches using parallel processing, queues, and webhooks.
EP
Emma Park
Solutions Architect
12 min read
Why Batch Processing?
For bulk generation, you need parallel processing, queues, or webhooks.
Architecture Options
Parallel Promises (Simple)
Good for <50 concurrent requests with Promise.all batching.
Queue-Based (Production)
Use BullMQ with Redis for larger scale.
Webhook-Based (Async)
For very large batches, use async webhooks.
Performance Comparison
| Method | Throughput | Complexity |
|---|---|---|
| Parallel | 50/min | Low |
| Queue | 200/min | Medium |
| Webhook | 500+/min | High |
Cost Optimization
- Use the right model for each stage
- Implement caching
- Batch similar prompts
#batch#scale#webhooks#performance#advanced