image-to-video

Lightricks has released LTX-2.5, an open-weight world model that generates synchronized video and audio from text, image, and video inputs. The 22B-parameter model adds native multishot generation, a new diffusion video decoder, and a custom Gemma4 12B text encoder.

Black Forest Labs has made FLUX 3 Video generally available via its API, offering up to 20-second HD/Full HD clips with native audio and lip-sync in 14+ languages. The company claims its internal Elo benchmarks put the model ahead of Seedance 2.0, Gemini Omni Flash, and Minimax H3.

Nvidia has released three variants of its Cosmos 3 video generation model family on Hugging Face: Cosmos3-Nano, Cosmos3-Super, and Cosmos3-Super-Image2Video. The release includes models for both standard video generation and specialized image-to-video conversion, though detailed specifications including parameter counts and benchmark scores have not yet been disclosed.