Feedback
AI Ad Video Example
Loading...
sand ai magi-2 video generator
Build 1080P scenes with matching sound on the sand ai magi-2 video generator — a 114B sparse MoE where each token wakes just 6B parameters.
All Tools
Discover our comprehensive AI-powered animation toolkit
MiniMax H3
MiniMax H3 AI Video Generator
Seedance 2.5
The Future of AI Video Is Here.
Seedance 2.0
The Future of AI Video Is Here.
Veo3.1
Create Stunning Videos with Veo3.1
FLUX 3 Video Generator
Kling 3.0
Next-Gen AI Video Generator
Grok Video Generator
Create Videos from Text or Images with AI
MiniMax H3 video generator
MiniMax H3 AI Video Generator
Inside MAGI-2 Preview: Sparse MoE Meets Cinema
MAGI-2 Preview from Sand.ai is a unified audio-video engine holding 114B parameters, yet each token only wakes 6B of them. Because structure, systems and training data were designed together under the MagiMoE recipe, the sand ai magi-2 video generator renders picture and sound in one stream — accurate lip-sync, lively acting and film-style camera work — at a fraction of what mainstream models charge.
- 114B of Knowledge, 6B Per TokenMulti-Head Latent MoE keeps the full 114B parameter store on hand while waking roughly 6B per token, so output lands at frontier level for about a tenth of the usual compute bill.
- One Transformer for Sight and SoundText, picture and audio enter the same stack from layer one, letting the engine line up spoken lines, mouth shapes, gestures and effects without any post-hoc stitching.
- Camera Moves That Feel FilmedThe model reads framing, shot size, angle and movement cues, so it can push in, track or orbit a subject with the rhythm of a real camera crew.
From Prompt to 1080P in Three Steps
Three quick steps are all it takes to walk away with 1080P footage and matched audio from the sand ai magi-2 video generator.
Core Strengths of the MAGI-2 Preview Engine
Sparse 6B activation, joint audio-visual modeling, expressive acting, tight lip-sync, film-grade camera language and released weights — the sand ai magi-2 video generator charts a far cheaper route to scaling video AI.
Multi-Head Latent MoE Routing
Every layer splits a 3072-dim hidden state into 12 heads of 256 dims that route independently across 3072 experts, blending fine-grained skills while keeping activation low.
Expressive Character Acting
Speech, song and shifting moods arrive with coordinated lips, facial expression, eye contact and body language — no separate animation pass required.
Frame-Accurate Audio Sync
Because one network draws picture and sound together, dialogue lands on the right mouth shapes, actions match their effects, and room tone stays continuous.
Film-Grade Camera Language
The model understands shot scale, composition and perspective, producing dolly-ins, tracking moves and orbits that echo how a real crew shoots a scene.
Pennies per 1080P Clip
A ten-second 1080P render costs roughly five jiao on eight H100s — about one tenth of mainstream pricing — so high-volume production stays affordable.
Open Weights and Code
Released as the first 100B-class MoE video model with public weights, it invites researchers and studios to explore, adapt and fine-tune without gatekeepers.
MAGI-2 Preview — Frequently Asked Questions
Straight answers about Sand.ai's MAGI-2 Preview model, from output quality and audio to camera control, cost and licensing.
What exactly is the sand ai magi-2 video generator?
It is Sand.ai's MAGI-2 Preview — a 114B parameter engine that fuses picture and sound in one model while waking only 6B parameters per token, built on the MagiMoE recipe with Multi-Head Latent MoE routing.
How does it differ from other video models?
Instead of rendering footage first and dubbing it later, it treats text, video and audio inside a single Transformer from the very first layer. That yields tighter sound-to-picture matching while keeping activation cost near one tenth of mainstream systems.
What resolution and quality can I expect?
Output reaches 1080P with audio already baked in. On the AA video generation leaderboard it holds sixth place — close to the top tier even though just 6B parameters fire per token.
Will it create sound, dialogue or singing?
Yes. Speech, singing and effects are produced together with the visuals, and alignment between mouth shapes, on-screen action and ambient audio stays consistent throughout the clip.
Does it handle cinematic camera work?
It reads shot size, framing, perspective and movement intent, then renders zooms, tracking shots and orbits with the pacing of real cinematography.
Are the weights open for download?
They are. The model ships with open weights and code as the first 100B-class MoE video system released this way, so teams can inspect it, fine-tune it and build on top of it.
Ready to Render Your First Scene?
Lifelike acting, film-style camera moves and matched sound at a fraction of typical cost — open the studio and let the sand ai magi-2 video generator build your next 1080P shot.