AI video startup Runway raises $315M at $5.3B valuation, eyes more capable worldmodels

AI video generation startup Runway has raised a $315 million Series E round. This investment nearly doubles the company’s valuation to $5.3 billion, according to a source familiar with the matter. The fresh funds will allow Runway to pre-train the next generation of world models and bring them to new products and industries. World models are AI systems that construct internal representations of an environment so they can plan for future events. Many experts believe they are essential to pushing beyond the limits of large language models.

Best known for its physics-aware AI video generation models, Runway released its first world model in December. The company now views this technology as central to tackling major challenges across fields like medicine, climate, energy, and robotics. While Runway has historically built a strong customer base in media, entertainment, and advertising, a spokesperson noted the company is increasingly seeing adoption in gaming and robotics.

This strategic shift comes amid intensifying competition among labs pursuing world models. Key rivals include Fei-Fei Li’s World Labs and Google DeepMind, both of which recently made their models publicly available.

The new funding follows the release of Gen 4.5, Runway’s latest video generation model. Gen 4.5 allows users to generate high-definition videos from text prompts and introduces native audio, longform and multi-shot generation capabilities, character consistency, and advanced editing tools. This model has earned Runway significant credibility within the AI industry after outperforming video generation offerings from both Google and OpenAI on several benchmarks, a milestone that likely factored into investor interest.

Beyond model development, Runway has also been expanding its infrastructure. The company recently signed a deal with CoreWeave to expand its compute capacity, a move that may have helped reassure investors about Runway’s ability to operate in a highly compute-intensive space.

Looking ahead, Runway plans to use the new capital to rapidly expand its roughly 140-person team across research, engineering, and go-to-market functions. The investment round was led by General Atlantic with participation from Nvidia, Fidelity Management & Research, AllianceBernstein, Adobe Ventures, Mirae Asset, Emphatic Capital, Felicis, Premji, and AMD Ventures.