Curated reviews of mainstream AI models, agents, and dev tools — capabilities, use cases, and how they compare.
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JoyAI-Video-Edit is a real-time streaming video editing model developed and open-sourced by JD.com. It is based on a self-regressive diffusion architecture with 16B parameters, achieving end-to-end in...
SeedRealtime is a native audio-video full-duplex large model introduced by ByteDance's Seed team. It integrates audio, video, and text within a unified architecture, enabling real-time, full-modal int...
MAGI-2-preview is a multimodal video generation model developed and open-sourced by Sand.ai, utilizing a Mixture of Experts (MoE) architecture with a total parameter count of 114B, activating only 6B ...
UniWorld-View is an open-source world model jointly developed by RabbitZoom Intelligence, Peking University, and the鹏城实验室 (Pengcheng Laboratory). It has topped the WorldScore world model evaluation le...
MiniMax H3 is a general-purpose multimodal generation model officially released by MiniMax on July 31, 2026. This model breaks the boundaries between traditional tasks and modalities, achieving unifie...
MAI-Voice-2-Flash is a high-speed text-to-speech (TTS) model introduced by Microsoft's AI team for high-concurrency, low-latency scenarios. While maintaining natural tone and high audio quality, its i...
DramaClaw is an industrial-grade AIGC video production tool designed for scenarios such as AI short dramas, animated series, and novel adaptations. It is built upon the self-developed Ling Shan AI Dir...
HyOCR-1.5 is a lightweight end-to-end Optical Character Recognition (OCR) expert large model introduced by the Tencent Hunyuan team. With only 1B parameters, it integrates full-stack capabilities incl...
PixVerse Game is the first real-time video game engine introduced by PixVerse Tech, built upon its self-developed PixVerse R1 real-time world model. This engine constructs a complete gaming experience...
Wan-Dancer is an open-source music-driven human figure dance video generation model developed by Alibaba Tongyi Wanxiang. Users only need to provide a single正面 (front-facing) portrait photo and a piec...
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