Replicate

AI model hosting platform for running image generation, image editing, and video generation models via API.

Core Models

Text-to-Image

• FLUX Schnell — fast, cost-effective image generation for drafts and iteration
• FLUX Pro — high-quality generation for production use

Image-to-Image

• Kontext Pro — editorial restyling and image editing that preserves composition while changing style, lighting, or mood

Integration Patterns

Synchronous Predictions

Best for fast models (under 30 seconds). Submit a prediction and poll for completion.

Webhook-Based

Best for slow models (video generation, high-res images). Submit with a webhook URL and receive results asynchronously.

Cost Optimization

• Use Schnell for drafts, Pro for finals
• Cache predictions by input hash to avoid regeneration
• Set appropriate timeouts to avoid hanging on failed predictions
• Use webhooks instead of polling for long-running models