Image gen

Runway ML

Multimodal creative API covering image generation, precise inpainting, and image-to-video pipelines.

Overview

Runway provides a unified API for text-to-image, image editing (inpainting, background removal, relight), and video generation. It is optimized for creative workflows that blend static and motion assets, with clear documentation and SDKs for Python and JS. Pricing uses a freemium credit system with monthly resets and scalable paid tiers.

Best for

Multimodal projects bridging image and video
Tools requiring professional-grade inpainting and compositing

Trade-offs

vs Stability AI

Runway for precise editing, compositing tools, and seamless image-to-video handoffs; Stability for broader open-weight model access and lower per-image costs.

What XeroHack pre-wires

When you pick Runway ML in the interview, the engine emits these files into your scaffold:

Inpainting mask upload + prompt replacement
Background removal + generative fill combo
Image-to-video seed preservation for consistency

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