Meituan's LongCat-Video-Avatar 1.5 turns one image plus one voice clip into lip-synced avatar video with 8-step distillation inference. Here is the hardware honest breakdown and when fal.ai beats self-hosting.
LTX-2.5 rebuilds the generation pipeline for sharper visuals, native multishot, and day-one ComfyUI support. Here is what open video weights mean for builders.
Wan3.0 hit public beta with native 30-second clips, document-to-video inputs, and pricing from $0.05 per second. Here is what changes for marketing teams and why Chinese labs keep stretching video length.
Black Forest Labs opened FLUX 3 Video for text and image to video up to 20 seconds at HD, with dialogue, lip sync, multi-shot scenes, and draft mode for cheap iteration. Open weights are still on the roadmap.