MikuTools 最新文章：工具教程、产品更新、AI 工具实践和工程笔记。
A practical guide to Kling 3.0, Kling O3, native 4K video, and Kling Avatar 2.0 — pricing, durations, and tier advice for picking the right Kling model.
A practical guide to the FLUX.2 model tiers, where [max], [pro], [dev], [flex], and [klein] change the result, and when the cheaper model is enough.
Google Veo 3.1 generates video with synchronized audio in a single pass. Here's what that actually means for creative workflows and how it compares to Kling 3.0 and Runway Gen-4.5.
Seedance 2.0 brings unified multimodal video generation to CapCut and beyond. Text, image, audio, and video inputs together, synchronized audio out, 5 to 15 seconds, 480p or 720p. Here is what it actually does and how it compares.
Creatify Aurora v1 is an avatar model for high-volume ad production. Where it fits, how Fast changes economics, and when it beats general video models.
Bria RMBG v2.0 delivers clean background removal trained exclusively on licensed imagery from Getty Images, Alamy, and Envato -- making it one of the few models you can legally ship in commercial products without IP exposure.
Bria's Video Eraser and Video Background Removal handle the post-production problems that usually mean sending a crew back out. Here is what they do, what they cannot, and how to choose between them.
Bria 3.2 and FIBO are trained exclusively on licensed data from Getty, Alamy, and Envato -- with full IP indemnification. Here is what each model does well and when to choose one over the other.
BiRefNet is not one model -- it is a family. General, Portrait, HR, Matting, COD, and more. This guide breaks down what each variant does well and where it falls short so you can pick the right one for your workflow.
Wan2.7 adds first/last-frame control, 9-grid multi-image input, instruction-based video editing, and a 5000-character prompt limit. It runs through the same Wan architecture but with tighter motion consistency and more capable reference workflows. Here is what changed and when to use it over a proprietary model.
A practical look at Alibaba's HappyHorse-1.0 video model, where it seems strong, what the public docs actually confirm, and how to test it inside an AI video workflow.