WAN 2.2 image-to-video on Windows + RTX 4060 8GB VRAM in ComfyUI. The 5B fp8 model produced rough output across three failed attempts; the 14B Rapid distilled model with --lowvram offloading hit 111 seconds per 2-second clip. Working setup and what to avoid.
Local video generation test on M1 Max 64GB: FP8 fails on Metal, GGUF gets Wan 2.2 running at 82 minutes for a 2-second clip, and LTX-2 hits NaN or unusable KSampler output on MPS.
Right after Seedance 2.0 launched, a torrent of Hollywood IP infringement flooded social networks. Disney, Netflix, and Paramount sent cease-and-desist letters; the API release was postponed indefinitely, and face-cloning and person reference features were disabled.
As of February 2026, the Seedance 2.0 API is not yet public. This article summarizes the outlook for ComfyUI integration once the API is released and the preparations to make.
ByteDance’s Seedance 2.0 has been released on Dreamina. From the perspective of someone who has been using Wan 2.x and ComfyUI locally, I considered how the "ease" differs between local and cloud-based video generation services.
A summary of ComfyUI's 'The Complete AI Upscaling Handbook' covering the difference between conservative and creative upscaling, model selection by use case, and benchmarks for both image and video.
Published as an official ComfyUI workflow, InfiniteTalk is a lip-sync model specialized in generating mouth animation from audio files. This article covers how it differs from MOVA and Vidu Q3 and what models it requires.
AnimeGamer, developed by Tencent ARC Lab, generates anime-style videos while tracking game-state transitions. It takes a fundamentally different approach from general-purpose video generation models.
MOVA-720p from the OpenMOSS team is an open-source model that generates video and audio in a single pass. This article covers how it differs from closed models like Vidu Q3 and what its architecture looks like.
Robbyant, an Ant Group subsidiary, released LingBot-World, a world model that generates interactive video in real time from a single image. This article covers how it differs from conventional video generators, its technical features, and Apple Silicon support.
This article organizes the major video-generation AI updates announced in January 2026 and examines whether i2v (image→video) is practically usable, including models that run locally.