Runway ML

by Runway

Browser-based AI studio for advanced generative video and editing

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About

Runway is a browser-based AI creative platform focused on video and image generation, editing, and compositing for creators, studios, and enterprises. Its flagship generative video models, including Gen-4.5, Gen-4, and Gen-3 Alpha, let users create short, cinematic clips from text prompts, reference images, or input video, while also offering tools for inpainting, background replacement, motion tracking, and standard non-linear editing workflows. The interface is designed so that non-technical users can describe scenes in natural language, adjust camera motion and style, and quickly iterate on shots that would otherwise require traditional VFX and 3D pipelines. The product is organized around a credit-based system: credits are consumed whenever users generate images, videos, or audio using Runway’s AI models. Different models have different credit costs per second of generated video; for example, Gen-4 uses a specific number of credits per second, so plan credit allowances translate directly into total video duration per month. Runway offers multiple plans that scale credits, storage, export options, and advanced features, allowing individual creators to start on a free tier and grow into Pro, Unlimited, or Enterprise as their production volume increases. Beyond the core web editor, Runway exposes its latest Gen-4 Turbo and Gen-4 Images models through an API for developers who want to embed high-fidelity generative video directly into their products or pipelines. This makes it suitable both as a creative tool and as an infrastructure layer for apps that require on-demand video generation at scale. The platform’s model lineup also includes third-party and partner models for images, audio, and language, bringing a wider multimodal toolkit into a single workspace. Runway distinguishes itself through its focus on film- and production-grade output, tight integration of generative and traditional editing tools, and fast iteration on cutting-edge models like Gen-4.5. It is widely used by content creators, social teams, filmmakers, and agencies to prototype concepts, produce final shots, and augment existing footage, significantly reducing the time and resources required for high-quality visual production.

What you can do with it

  • Generate cinematic text-to-video shots for concept trailers, ads, or music videos
  • Turn illustrated storyboards or keyframes into animated image-to-video sequences
  • Localize marketing videos with AI dubbing, new voiceovers, and language variants
  • Remove backgrounds and composite subjects into new environments for social content
  • Previsualize film or game scenes rapidly before committing to full production

Pricing

Free — $0/mo, one-time 125 credits, limited projects and storage, watermarked exports
Standard — $15/user/mo monthly or $12/user/mo billed annually, up to 5 users, 625 credits/month, no watermarks, higher resolution exports, expanded projects and storage
Pro — $35/user/mo monthly or $28/user/mo billed annually, up to 10 users, 2,250 credits/month, everything in Standard plus larger storage and features like custom AI voice creation
Unlimited — $95/user/mo monthly or $76/user/mo billed annually, up to 10 users, 2,250 credits/month plus unlimited “relaxed” or Explore Mode video generations, everything in Pro
Enterprise — Custom pricing, custom credits and limits, SSO, advanced security, priority support, and tailored integrations

How to access

Primarily accessed via web app at app.runwayml.com for creation and editing; users sign up with email or supported SSO, then work in a browser-based timeline and tool interface; developers access models via the Runway API using API keys; Standard, Pro, and Unlimited plans are self-serve with open signup, while Enterprise access and advanced SSO/security options require contacting sales.

Access via web app at app.runwayml.com with email-based signup and login; Google or SSO is supported for enterprise workspaces; API access is provided separately via API keys from the Runway API console; signups are open for Free, Standard, Pro, and Unlimited plans, while Enterprise requires contacting sales.

Tips for getting the best results

Start by defining your goal (concept viz, ad spot, social post) and choose an appropriate entry tool: use text-to-video for new scenes, image-to-video to animate a frame or styleboard, or video-to-video to restyle or extend existing footage. Write prompts with clear subject, action, environment, and style cues (e.g., camera type, lens, era, mood) and, when possible, add a strong reference image or clip to anchor composition and character consistency. Use shorter generations (1–4 seconds) for early exploration to conserve credits, then upscale length and resolution once you converge on a look; pay attention to which Gen model you select, as Gen-4.5 is more credit-intensive but higher fidelity than Gen-4 or Turbo variants. Assemble outputs in the built-in editor: stack clips on a timeline, apply green-screen or background removal on subjects, add motion tracking for text and graphics, and layer AI-generated images or overlays for titles and transitions. For team workflows, set up a shared workspace and manage editor seats according to your plan limits, using folders and versioning to keep iterations organized; if you integrate via API, prototype prompts in the UI first, then port successful settings to your API calls to avoid wasting credits.

Known limitations

Generative video quality, coherence, and temporal consistency still lag behind high-end traditional VFX, with artifacts appearing in fine details, hands, facial expressions, and complex physics, especially on longer clips. The credit system imposes hard limits: more advanced models and longer durations consume credits quickly, credits do not roll over between billing cycles, and web-app and API credits are separate, so teams must plan usage carefully. Style and character consistency across many shots or episodes is difficult; keeping the same character design, wardrobe, and environment stable often requires meticulous prompting, reference management, and manual curation of outputs. Certain content categories are restricted by policy (e.g., explicit, hateful, or infringing material), and trademarked logos, likenesses, or copyrighted characters may be blocked or risky to use commercially depending on jurisdiction and licensing. Real-time collaboration, frame-accurate audio post, and complex multi-layer compositing are less sophisticated than in dedicated NLEs or VFX suites, so advanced productions often export assets to tools like Premiere, Resolve, or After Effects for final finishing.

Model / Technology

Suite of proprietary diffusion and transformer-based video, image, audio, and language models (Gen-4.5, Gen-4, Gen-3 Alpha) exposed via web app and API

Commercial use

Runway’s paid tiers are designed for professional and commercial workflows, and outputs generated under Standard, Pro, Unlimited, and Enterprise plans can generally be used commercially, including in client work and published media; the Free tier may apply watermarks and more restrictive terms, and all usage is subject to Runway’s Terms of Service and content policies, including prohibitions on unlawful content and requirements to respect third-party IP; enterprises can negotiate additional rights, data handling, and compliance terms in custom agreements.

Training data

Runway does not publish a complete list of its training datasets, but states that its Gen models are trained on large-scale visual and audiovisual corpora; like many generative media systems, these likely combine licensed, partner, and internally curated data with compliance-focused filtering, and Runway emphasizes safety and rights management in its documentation; there have been general industry discussions about the use of web-scale imagery and video for training, but there is no widely reported, Runway-specific controversy comparable to high-profile lawsuits against some other AI image generators.