Moonvalley is a research lab focused on deep learning for video creation. Its video model, Marey, generates video from images or text, with controls for motion, camera movement and object paths.
Marey takes an image-to-video or text-to-video prompt and produces clips with cinematic detail, motion and lighting. The page says it is trained on licensed data and describes its outputs as commercially safe.
The controls are the main feature. Pose transfer uses reference images or performance inputs to guide timing and intent. Camera control creates camera moves from a single image by treating the 2D scene as a 3D environment. Motion transfer pulls movement from a reference video and applies it to new subjects or scenes. Trajectory control lets users draw a path for an object so it moves without repeated prompting.
The page addresses filmmakers and creative professionals. It describes the output as built for the screen, with fine textures, consistent lighting across frames and natural physics for moving objects.
Marey is available through Fal.ai, and the company says it can be run natively in Comfy. An API is listed as a waitlist. The page does not state any prices, so no pricing is listed here. Visitors are asked to contact sales or start creating.
The site also publishes a blog, a showcase and a Discord community. Its press coverage in July and August 2025 describes the model as publicly available.
