AI Video Master Prompts & Viral AI Case Studies (2026)

2026 AI Video Masterclass Blueprint

AI Video Master Prompts & Viral Case Studies

Battle-tested master prompts, account growth teardowns, and multi-shot generation formulas for Kling AI, Sora, Hailuo, and Google Flow.

✓ 100% Tested Prompts
✓ Full Case Studies
✓ 1-Click Copy Ready
✓ Complete Video Tutorials

Featured Case Studies & Workflows (35 Complete Blueprints)

Select a viral account case study below to watch the complete masterclass and copy the authentic master prompt with 1 click.

Wood Carving AI Video Master Prompt (Kling AI)Kling AI + Sora
Flagship #1100% Copy Ready

Wood Carving AI Video Master Prompt (Kling AI)

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Runway The Burst Method

CINEMATIC DIRECTING

Runway Production Standard: Official SOP

Runway The Burst Method

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Hyper-Realistic AI Companion

VIRTUAL HUMAN

Native Vertical HD: 1080×1920

Hyper-Realistic AI Companion

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Qwen 2.3s LiveTranslate

2.3S DUBBING

End-to-End Latency: 2.3s

Qwen 2.3s LiveTranslate

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Softbody Car Crash AI Simulation: Complete BreakdownPhysics Simulation
15M+ ViewsSoftbody Dynamics

Softbody Car Crash AI Simulation: Complete Breakdown

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4.22 Billion Views Shorts Architecture: AI Video Viral FrameworkViral Growth
4.22B ViewsShorts Algorithm

4.22 Billion Views Shorts Architecture: AI Video Viral Framework

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From 0 to 28K Followers: The 4-Beat AI Video Retention FormulaAccount Growth
28k Followers4-Beat Formula

From 0 to 28K Followers: The 4-Beat AI Video Retention Formula

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1.53 Billion Views Architecture: High-Retention AI Video EngineeringRetention Science
1.53B Views92% Retention

1.53 Billion Views Architecture: High-Retention AI Video Engineering

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Transforming Mechanical Toys: Multi-State Generative AI AnimationMulti-State AI
4-Stage Morph100% Continuity

Transforming Mechanical Toys: Multi-State Generative AI Animation

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Miniature Luxury Car ASMR: Hyper-Realistic Macro Generative VideoMacro Realism
4K ASMR MacroDiecast Realism

Miniature Luxury Car ASMR: Hyper-Realistic Macro Generative Video

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Sports Cinematic AI Animation: Dynamic Physics & Camera ControlDynamic Physics
4K 60FPSKinetic Tracking

Sports Cinematic AI Animation: Dynamic Physics & Camera Control

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Viral Hook Blueprint: 330K Followers Retention SystemHook Masterclass
330k Followers3-Second Hook

Viral Hook Blueprint: 330K Followers Retention System

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AI Miniature Kitchen Pro Max: Macro ASMR Cooking WorkflowMicro Cooking
100% Sizzle ASMRMicro Slicing

AI Miniature Kitchen Pro Max: Macro ASMR Cooking Workflow

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POV Pogo Stick City Commute: 140M Views Action Camera PhysicsPOV Action Cam
140M ViewsGoPro Physics

POV Pogo Stick City Commute: 140M Views Action Camera Physics

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POV Dragon Flight Over Fantasy Worlds: 22M Views Aerial CinemaAerial Cinema
22M ViewsVolumetric Clouds

POV Dragon Flight Over Fantasy Worlds: 22M Views Aerial Cinema

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Fortnite 3D Animation System: Viral Comedic Sketch Architecture3D Animation
4.4M Views+31k Followers

Fortnite 3D Animation System: Viral Comedic Sketch Architecture

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2D Atmospheric Horror Story Animation: 15.5M Views Channel TeardownNeo-Noir Horror
15.5M ViewsPsychological Dread

2D Atmospheric Horror Story Animation: 15.5M Views Channel Teardown

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Fast-Track Account Launch: 6.3M Views Foam Morphing WorkflowShape Morphing
6.3M ViewsASMR Tactile

Fast-Track Account Launch: 6.3M Views Foam Morphing Workflow

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Animal GoCam: 57M Views Deep-Sea POV Action Cam Workflow57M Views
57M Peak ViewsGrok + Kling AI

Animal GoCam: 57M Views Deep-Sea POV Action Cam Workflow

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Clay Producer Leo: 94M Views Celebrity Sculpting ASMR Blueprint94M Views
94M Peak ViewsGoogle Flow + Kling

Clay Producer Leo: 94M Views Celebrity Sculpting ASMR Blueprint

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Mini Rescue: 27M Views Giant Hand Life-Saving Formula27M Views
27M Peak ViewsMidjourney + Seedance

Mini Rescue: 27M Views Giant Hand Life-Saving Formula

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Ghibli Arni: 2.8M Views Cozy Cabin vs Zombie Apocalypse Blueprint2.8M Views
2.8M ViewsHiggsfield + Seedance

Ghibli Arni: 2.8M Views Cozy Cabin vs Zombie Apocalypse Blueprint

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Ancient Craftsmanship: 165K Followers Antique Forging Masterclass165k Followers
165k FollowersGemini + Kling AI

Ancient Craftsmanship: 165K Followers Antique Forging Masterclass

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Wok Station Shrimp Fried Rice: 10-Shot Macro Food CinematographyOmni Flash 1.1
10-Shot MacroWok Hei Sizzle

Wok Station Shrimp Fried Rice: 10-Shot Macro Food Cinematography

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Animal Rescue: 7M Views in 48 Hours Flood Disaster Boat Formula7M Views / 48h
7.2M ViewsDisaster Rescue

Animal Rescue: 7M Views in 48 Hours Flood Disaster Boat Formula

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Processly: 33.2M Views & $22,000/Mo Automated Factory Pipeline33.2M Views
$22,000/MoAssembly Line

Processly: 33.2M Views & $22,000/Mo Automated Factory Pipeline

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Virtual GRWM: Ultra-Consistent AI Fashion & Morning AestheticSeedream 5.0 Pro
100% Face LockVirtual GRWM

Virtual GRWM: Ultra-Consistent AI Fashion & Morning Aesthetic

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Tropical Dessert ASMR: 8K Macro Palm Sugar Pour Masterclass8K Macro ASMR
Fluid Viscosity100% Sensory

Tropical Dessert ASMR: 8K Macro Palm Sugar Pour Masterclass

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Knitted Wool Cooking: 16M Views Stop-Motion Yarn ASMR16M Views
Stop-MotionTactile ASMR

Knitted Wool Cooking: 16M Views Stop-Motion Yarn ASMR

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Botanical Time-Lapse: 79M Views 10-Second Seed to Bloom Formula79M Views
10s Bloom ArcRoot Branching

Botanical Time-Lapse: 79M Views 10-Second Seed to Bloom Formula

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Cardboard Supercar DIY: 125K Followers Corrugated Crafting Blueprint125k Subs
DIY CraftingCorrugated Art

Cardboard Supercar DIY: 125K Followers Corrugated Crafting Blueprint

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Kaiju Disaster Movie Set: 805M Views Practical VFX Studio Formula805M Views
Practical VFXSoundstage

Kaiju Disaster Movie Set: 805M Views Practical VFX Studio Formula

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Copper Wire Sculpture: Continuous Wire Kinetic Bending ASMRMetallic ASMR
Continuous WireEagle Wings

Copper Wire Sculpture: Continuous Wire Kinetic Bending ASMR

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DIY MiniHouse: 404M Views Micro-Construction Blueprint404M Views
Micro TimelapseReal Clay Bricks

DIY MiniHouse: 404M Views Micro-Construction Blueprint

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VIRUM Kindness Reversal: 229M Views Emotion Storytelling229M Views
8-Scene DramaKindness Twist

VIRUM Kindness Reversal: 229M Views Emotion Storytelling

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Foxsplash 3D Softness: 18M Views ASMR Physics Simulation18M Views
Google Flow0-100% Softness

Foxsplash 3D Softness: 18M Views ASMR Physics Simulation

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Pink Glow Detox Water: 10s Macro Commercial Formula10s Commercial
Fluid DynamicsIce Crown Splash

Pink Glow Detox Water: 10s Macro Commercial Formula

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Ancient Craftsmanship Deception: 165K Followers Heritage Secrets165k Subs
Acid PatinaRelic Deception

Ancient Craftsmanship Deception: 165K Followers Heritage Secrets

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💡 How to Use These Master Prompts

  1. Select Any Blueprint: Click on any case study above to open the complete breakdown.
  2. Watch the Breakdown: Review the viral framework, retention metrics, and prompt architecture.
  3. 1-Click Copy Prompt: Click the blue View Breakdown & Copy Prompt button to open the post and copy the prompt directly to your clipboard.
  4. Generate in Kling AI / Sora / Hailuo: Paste into your AI video generator of choice with our tested camera settings.

WeChat Matrix Store: $4,200 Profit & 3,700 Orders AI Virtual Product SOP
3,700 ORDERS

WeChat Matrix Store SOP

Deconstructing Crazykaomei’s viral WeChat Channels & Douyin virtual product matrix shop: 3,700 orders sold, $4…

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3x3 Child Low-Angle Grid to 10s Continuous MiniMax H3 Video Formula
24.4K VIEWS

3×3 Grid to 10s Video

Transforming a 9:16 3×3 multi-photo grid taken from a child’s low-angle perspective (GPT Image 2.5) into a smo…

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Seedance 2.5 Pixar-Grade 3D Pirate ASMR: 30s Feature Film Directing Prompt
36.9K VIEWS

Pixar 3D Pirate ASMR

Saul Goodman’s master directing prompt for Seedance 2.5: a 30-second Pixar-quality 3D animated ASMR comedy sho…

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9-in-1 Character Sheet into MiniMax H3 Turbo Video: Pattern Collage Pop Formula
38.5K VIEWS

9-in-1 Character to Video

Reverse-engineering Taya Mama’s viral 9-in-1 editorial character sheet prompt with pattern collage pop styling…

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Stable Diffusion 2.5 Viral Pet Burrowing: 109K Views & 1k Followers Growth Blueprint
109.5K VIEWS

SD 2.5 Viral Pet Formula

Zheng Weibin’s viral pet video formula that generated 1,000 Xiaohongshu followers in days: ultra-realistic cat…

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Loopy 9K Prompt Library

9,000 AI PROMPTS

Loopy 9K Prompt Library

Reverse-engineering @VibeEverything’s massive 9,000+ AI video prompt index (Loopy): an exhaustive directing archite…

1,625 Creator Saves

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Precision B2B Brand Movie

PRECISION B2B MOVIE

Precision B2B Brand Movie

The enterprise industrial corporate brand movie pipeline by @husky__create: orchestrating ChatGPT for scripting, GP…

400 B2B PR Reposts

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LTX-2.5 Video Enhancer

LTX-2.5 ENHANCER

LTX-2.5 Video Enhancer

Reverse-engineering @wildmindai’s newly released LTX-2.5 Video/Image Enhancer LoRA V2: a generative quality restora…

366 GitHub Stars

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MoGe-3 3D Geometry

MONOCULAR 3D

MoGe-3 3D Geometry

Deconstructing @wildmindai’s MoGe-3 monocular 3D geometry engine in ComfyUI: extracting accurate metric 3D point cl…

303 GitHub Stars

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Interior Design Reels

MINIATURE INTERIOR

Interior Design Reels

Reverse-engineering @KrevixAi’s viral interior design commercial workflow: converting miniature bedroom blueprint s…

56 Viral Saves

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Korean Virtual Model

VIRTUAL MODEL PERSONA

Korean Virtual Model

Reverse-engineering @shanyanggm’s breakdown of `shewaslovely_`: an elite Korean virtual model persona that converte…

374 Creator Saves

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TerraPyre Volcanic CGI

VOLCANIC NATURE CGI

TerraPyre Volcanic CGI

Reverse-engineering @shanyanggm’s analysis of TerraPyre Vision: a nature CGI empire with over 250,000 followers dri…

28 Viral Saves

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Bunny Feeding ASMR

BUNNY FEEDING ASMR

Bunny Feeding ASMR

Reverse-engineering @shanyanggm’s case study of Animal Archive (28K followers, 100K+ views per reel): an ultra-vira…

27 Viral Saves

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Glass Heart Macro ASMR

GLASS HEART MACRO

Glass Heart Macro ASMR

Reverse-engineering @SeeratFatima112’s viral commercial prompt: an immaculate luxury macro sequence where an elegan…

42 Creator Saves

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Slit-Scan Wormhole

SLIT-SCAN WORMHOLE

Slit-Scan Wormhole

Reverse-engineering @magic_ai_skill’s cinematic sci-fi directing prompt: replicating Stanley Kubrick’s legendary *2…

12 Directing Saves

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Traditional Sweet Street Food
STREET FOOD ASMR

Street Food Vendor Traditional Sweet Directing: 4K Macro Berry Scoop & Tactile Texture Architecture

4K 60FPS Macro Video Standard
85.4%

French Fries Storyboard Commercial
FOOD COMMERCIAL STORYBOARD

Fast-Food French Fries Commercial: 6-Panel Storyboard & Cinematic Lighting Directing Architecture

6-PANEL Storyboard Grid
3.5X

Opus HTML Motion Graphics
CANVAS MOTION GRAPHICS

Claude Opus 5.5 HTML Motion Graphics: Single Image to Dynamic Recipe Animation Engine

1,008 Developer Likes
0s

Quiver 2.0 SVG Vector
SVG VECTOR ANIMATION

Quiver 2.0 SVG Vector Directing: Telos Generative Clean Geometry Architecture

3,903 Designer Saves
100%

AI Influencer Scriptwriting SOP
SUBSCRIPTION MONETIZATION

Virtual Influencer Monetization SOP: High-Retention Scriptwriting & Paid Fan Club Architecture

120 Empirical Research Saves
78.2%

Pixar Pirate Galley ASMR
PIXAR 3D ASMR

Pixar-Quality 3D Animated Pirate Galley ASMR: Slapstick Comedy & Food Sizzle Directing Architecture

30-SEC Feature-Film 3D
91.2%

Plot Twist Commercial VFX
PLOT TWIST VFX

High-Impact Plot Twist Commercial Directing: Time-Freeze, Suspension & Trajectory VFX Architecture

6-STAGE Narrative Arc
88.7%

AutoClaw Shorts Cloner
SHORTS VARIANT ENGINE

AutoClaw & Hypit Shorts Variant Engine: Editable 9:16 Video Cloning & Automated Repurposing Architecture

MODULAR Timeline Layers
94.1%

3D Elastic Softness Collision
3D PHYSICS COLLISION

3D Progressive Elastic Softness Experiment: 18M Views Physics Collision & Particle Directing Architecture

18M+ Single Video Views
96.3%

SeaArt 360 Drone Orbit
DRONE ORBIT DIRECTING

Cinematic Drone Orbit Camera Directing: Single-Image to Dynamic 360-Degree Aerial Arc Architecture

2K 60FPS Drone Arc
89.5%

Wan 2.1 TeaCache RIFE 4K
WAN 2.1 LOCAL WORKFLOW

Wan 2.1 Local I2V + TeaCache 2x Speedup & RIFE 4K Frame Interpolation Directing Architecture

2X SPEED TeaCache Threshold 0.15
94.6%

LTX-Video Camera LoRA
LTX-VIDEO CAMERA LORA

LTX-Video Camera Control LoRA Suite: Dolly, Orbit & 35mm Film Grain Emulation Architecture

100% Vector Tracking
92.8%

Kling Elastic Collision
KLING SOFT-BODY PHYSICS

Kling 1.5/2.0 Soft-Body Elasticity & Kinetic Collision: 18M Views Hydraulic Directing Architecture

18M+ YouTube Viral Views
95.1%

3-View Character Sheet
CHARACTER ASSET SHEET

3-View Character Asset Sheet & Zero-Drift Video Actor Pipeline: Multi-Angle Turnaround Architecture

3-VIEW Turnaround Canvas
100%

Flux to Wan Commercial
DECOUPLED 2-STAGE STACK

Decoupled 2-Stage Commercial Stack: Flux Keyframe Storyboard to Wan 2.1 Motion Pass Architecture

2-STAGE Decoupled Pipeline
96.4%

HunyuanVideo 13B FastVideo
HUNYUANVIDEO 13B LOCAL PIPELINE

HunyuanVideo 13B + FastVideo & TeaCache: Real-Time 8-Bit Cinematic Generation Architecture

2.8X SPEED FastVideo & SageAttention
95.4%

WoodyCarLab Hypercar ASMR
WOOD-CARVING HYPERCAR ASMR

WoodyCarLab Hand-Carved Hypercar ASMR Directing: Tactile Wood-Grain & Precision Chisel Architecture

15.7M VIEWS 8 Posts in 5 Days
+14K FANS

MiniMax H3 Micro-Acting
MINIMAX H3 MICRO-ACTING

MiniMax H3 / Hailuo 02 Micro-Expression Directing: Nuanced Facial Acting & Zero-Drift Emotion Architecture

ZERO DRIFT 10s Continuous Closeup
98.1%

Processly Industrial ASMR
INDUSTRIAL PROCESS ASMR

Processly Industrial Manufacturing ASMR Directing: Molten Metal, Robotic Lathes & Factory Architecture

33.2M VIEWS Single Video Record
+25K SUBS

Unreal Mechanics Kinetic VFX
KINETIC CLOCKWORK TRANSFORMER

Unreal Mechanics Kinetic Toy-to-Colossal Robot Directing: Clockwork Mechanical VFX Architecture

33.3M VIEWS TikTok Viral Breakout
12.9M LIKES

SCAIL 3D Keypoint Motion
SCAIL 3D KEYPOINT MOTION

ComfyUI SCAIL 3D Keypoint Motion Transfer & Wan 2.2: Zero-Distortion Character Animation Architecture

3D SPATIAL SCAIL Keypoint Bones
WAN 2.2

Kling Multi-Character Dialogue
KLING 2.0 MULTI-CHARACTER

Kling 2.0 Multi-Character Dialogue Directing: Dual-Subject Conversational Face Consistency Architecture

DUAL ACTOR Independent Spatial Bounding
10 SEC

Seedance Volumetric Weather
VOLUMETRIC WEATHER CINEMATOGRAPHY

Seedance 2.5 Volumetric Weather Directing: Rain Streak Physics, Atmospheric Fog & Anamorphic Shutter Architecture

180° SHUTTER Cinema Motion Blur
ATMOSPHERE

Moore Garment Runway Physics
HIGH-FASHION GARMENT PHYSICS

Moore-AnimateAnyone High-Fashion Directing: Silk Drapery, Micro-Fabric Dynamics & Runway Motion Architecture

98.7% Fabric Texture Retention
VOGUE SPEC

Flux-to-Wan 4K Ad Pipeline
COMMERCIAL STORYBOARD PIPELINE

Decoupled Flux-to-Wan Commercial Storyboard Pipeline: 4K 60fps Broadcast Advertising Architecture

4-STAGE Decoupled Ad Pipeline
48 HOURS

Hunyuan Depth Parallax
HUNYUAN 3D DEPTH PARALLAX

HunyuanVideo 1.5 Dynamic Depth-to-Video: Cinematic Volumetric Spatial Parallax Directing Architecture

3D RoPE Spatial Attention
4K 60FPS

Wan 2.2 Dual-LoRA Fusion
WAN 2.2 DUAL-LORA FUSION

Wan 2.2 Dual-LoRA Character & Style Fusion: Cross-Attention Identity Lock & Cyberpunk Directing

DUAL-LORA Block-Weighted CrossAttn
WAN 2.2

CogVideoX 9-Axis Motion
9-AXIS FPV DRONE MATRIX

CogVideoX-Fun 1.5 9-Axis Motion Trajectory Matrix: High-Speed FPV Drone Tracking Directing

9-AXIS Trajectory Vector Matrix
COG-FUN 1.5

LivePortrait Micro-Acting
LIVEPORTRAIT MICRO-EXPRESSION

LivePortrait 2.0 Multi-Pose Micro-Expression Retargeting: 60fps Real-Time Emotional Acting Directing

SUB-MM Facial Landmark Tensors
60 FPS

Flux-to-Kling 360° Studio
360° PRODUCT TURNTABLE STUDIO

Flux.1 to Kling 2.0 Commercial Turntable Studio: 360° Industrial Product Photorealism Directing

360° ORBIT Motorized Studio Physics
KLING 2.0

MiniMax H3 Longform Directing
MINIMAX H3 60S+ TEMPORAL DIRECTING

MiniMax H3 Max & Easy Multimodal Longform Video Directing: 60s+ Temporal Consistency & 2K Broadcast Mastering Architecture

60S+ STABLE Zero Degradation
2K NATIVE

Seedance 2.0 Storyboard Directing
SEEDANCE 2.0 MULTISCENE STORYBOARD

Seedance 2.0 Multiscene Storyboard Directing: LLM Structured Scene Expansion & First-Frame Keypoint Anchor Architecture

MULTI-SCENE Continuous Storyboard
ZERO JUMP

Wan 2.2 First-Last Frame
WAN 2.2 14B FIRST-LAST FRAME

Wan 2.2 14B First-and-Last Frame Cinematic Directing: Deterministic Camera Path & NMKD-Siax 4K Motion Interpolation

14B DUAL-FRAME Bidirectional Attention
NMKD-SIAX 4K

TRELLIS 2 3D Radiance Directing
TRELLIS 2 3D RADIANCE FIELD

TRELLIS.2 & Pixal3D 100% Local 3D Radiance Asset Directing: 6GB VRAM Zero-Latency NeRF-to-Video Workflow

6GB VRAM Consumer GPU Local
ZERO CLOUD

Kling 3.0 Native Audio Commercial
KLING 3.0 NATIVE AUDIO COMMERCIAL

Kling 3.0 Multi-Shot Native Audio Commercial Directing: Multi-Character Spatial Blocking & Lip-Sync Soundscape Architecture

NATIVE AUDIO Synchronized Soundscape
SPATIAL FOLEY

Wan UniAnimate Pose Transfer
WAN UNIANIMATE POSE DIRECTING

WanVideo & UniAnimate DiT Pose Transfer Directing: Zero-Jitter Character Skeleton Motion & DWPose Actor Retargeting

100% SKELETON DWPose Bone Lock
ZERO WARP

LTX-2.3 Asymmetric Audio Sync
LTX-2.3 ASYMMETRIC AUDIO SYNC

LTX-2.3 Asymmetric Dual-Stream Audio Directing: 24kHz Stereo Foley & Phoneme-Accurate Lip-Sync Architecture

24KHZ STEREO Native Audio Vocoder
99.4% SYNC

FastHunyuan 6-Step Turbo
FASTHUNYUAN 6-STEP TURBO

FastHunyuan 6-Step Distilled Turbo Directing: 8x Accelerated Generation & Zero-VRAM-OOM FP8 Workflow

6-STEP TURBO 8x Render Speedup
720P / 1080P

MMAudio Multimodal Soundscape
MMAUDIO MULTIMODAL SOUNDSCAPE

MMAudio Multimodal Video Soundscape Directing: Temporal Timestamp Foley & Ambient Acoustic Synchronization

MILLI-SEC FOLEY Timestamp Lock
48KHZ STEREO

NVIDIA RTX VFX TrueHDR 8K
NVIDIA RTX VFX TRUEHDR 8K

NVIDIA RTX VFX Native Pipeline Directing: 4x Super Resolution, TrueHDR BT.2020 & 16x Frame Generation

4X SUPER RES AI Deblur & Denoise
TRUEHDR

Wan 2.2 S2V Singing Avatar
WAN 2.2 S2V SOUND-TO-VIDEO

Wan 2.2 S2V Sound-to-Video Directing: Single-Image Minute-Scale Singing & Speech Motion Synchronization

MINUTE-SCALE Continuous Audio Sync
4-STEP TURBO

InfiniTalk Multi-Speaker Dubbing
INFINITALK MULTI-SPEAKER DUBBING

InfiniTalk Multi-Speaker Full-Body Dubbing Directing: Extended-Length Dialogue & Dynamic Posture Continuity

MULTI-SPEAKER Diarization Routing
CHUNK CACHE

SeedVR2 1-Step 4K Restoration
SEEDVR2 1-STEP 4K RESTORE

SeedVR2 1-Step Video Restoration & Upscaling Directing: Diffusion-Based Deblurring & Identity-Preserving 4K Mastering

1-STEP DIFFUSION Ultra-Fast Restoration
3B / 7B INT8

Phantom Subject Identity Lock
PHANTOM SUBJECT IDENTITY LOCK

Phantom 1.3B Subject-to-Video Directing: Multi-Angle Costume & Facial Geometry Consistency Across Narrative Cuts

1.3B COMPACT Fast Identity Injection
MULTI-ANGLE

HuMo Unified Human Lip-Sync
HUMO UNIFIED HUMAN LIP-SYNC

HuMo Unified Human-Centric Video Directing: Whisper Large V3 Multimodal Acoustic Alignment & Micro-Acting Directing

WHISPER V3 Multimodal Acoustic Sync
MICRO-ACTING

Wan 3.0 Omni-Reference Directing
WAN 3.0 OMNI-REFERENCE MULTIMODAL

Wan 3.0 Omni-Reference Multimodal Directing: 30s Native Continuous Video, Tag-Conditioned Multi-Asset Routing

30S SINGLE-PASS Native Continuous Flow
PRIME ENGINE

Kling 3.0 FLF2V Camera Interpolation
KLING 3.0 FLF2V CAMERA INTERPOLATION

Kling 3.0 First-Last-Frame Directing: Deterministic Camera Trajectory Interpolation & Zero-Warp Scene Stitching

FLF2V BINDING Start & End Frame Lock
INFINITE CHAIN

Hunyuan Avatar Emotion Directing
HUNYUAN AVATAR EMOTION DIRECTING

HunyuanVideo-Avatar Emotion-Controllable Directing: Single-Portrait High-Fidelity Speech & Expressive Gestural Acting

EMOTION MATRIX Disentangled Acting Scale
DENTAL VISIBILITY

ConsisID Frequency Face Lock
CONSISID FREQUENCY FACE LOCK

ConsisID Tuning-Free IPT2V Directing: Low-and-High Frequency Facial Decomposition & Zero-Fine-Tuning Consistency

FREQUENCY LOCK Low/High Band Separation
EVA-CLIP + DIT

NVIDIA Cosmos Predict-2 World Model
NVIDIA COSMOS PREDICT-2 WORLD MODEL

NVIDIA Cosmos-Predict2 Physical AI World Model Directing: Photorealistic Physics, Fluid Dynamics & Autonomous Robotics Video

PHYSICAL AI Newtonian World Prediction
CV8X8X8 VAE

SkyReels V1 Cinematic Acting
SKYREELS V1 CINEMATIC ACTING

SkyReels-V1 Human-Centric Cinematography Directing: Complex Facial Micro-Kinetics & Hollywood Optical Crane Staging

HUMAN KINETICS Film Fine-Tuned DiT
ZERO PLASTIC

Mochi 1 AsymmDiT Directing
MOCHI 1 ASYMMDIT DIRECTING

Mochi 1 AsymmDiT High-Fidelity Motion Directing: T5-XXL Semantic Adherence & Tiled VAE 4K Finishing Pipeline

ASYMM-DIT Asymmetric Transformer
TILED VAE

AnimateDiff ContextRef Directing
ANIMATEDIFF CONTEXTREF DIRECTING

AnimateDiff-Evolved ContextRef Temporal Directing: Sliding Window Attention & Multi-Scene Infinite Animation Loops

CONTEXTREF Sliding Window Attention
IP-ADAPTER

Pyramid Flow Multiscale Directing
PYRAMID FLOW MULTISCALE DIRECTING

Pyramid Flow Multi-Scale Pyramidal Matching Directing: High-Efficiency 768p Video & Dynamic Fluid Motion Control

PYRAMIDAL FLOW Multi-Scale Matching
VIDEO GUIDANCE

Kling Multi-Element Style Lock
KLING MULTI-ELEMENT STYLE LOCK

Kling Elements Multi-Reference Directing: Dual-Subject Binding, Consistent Wardrobe & World Style Locking

KLING ELEMENTS 4-Asset Reference Lock
MULTI-SHOT AD

CogVideoX-Fun Kinetic Action Directing
COGVIDEOX-FUN HIGH-MOTION ACTION

CogVideoX-Fun Dynamic Framerate Directing: High-Motion Kinetic Action & Temporal Latent Interpolation

DYNAMIC FPS Temporal Flow (8-32fps)
DUAL-STREAM

LivePortrait Creature Acting Directing
LIVEPORTRAIT ANIMAL & CREATURE ACTING

LivePortrait-Animal Anthropomorphic Acting Directing: Quadruped Facial Retargeting & Audio-Driven Creature Lip-Sync

QUADRUPED RIG Non-Human Facial Mesh
AUDIO-DRIVEN

SVD-XT CameraCtrl 3D Orbit Directing
SVD-XT CAMERACTRL 3D ORBIT

Stable Video Diffusion XT + CameraCtrl 3D Orbit Directing: 6-DoF Optical Trajectories & Cinematic Vertigo Dolly-Zoom

6-DOF MATRICES Explicit Camera Trajectory
VERTIGO DOLLY

Hallo2 4K Longform Portrait Directing
HALLO2 4K LONGFORM PORTRAIT

Hallo2 4K Long-Duration Portrait Directing: Modular Patch-Cross-Attention & Deterministic Continuous Speech Sync

4K RESOLUTION Patch-Cross-Attention
LIP ACCURACY

V-Express Micro-Gesture Avatar Directing
V-EXPRESS MICRO-GESTURE ACTING

V-Express Conditional Micro-Gesture Directing: Progressive Audio Drop-in Conditioning & Natural Posture Dynamics

PROGRESSIVE DROP-IN Balanced Audio-Pose Bias
MICRO-GESTURES

Wan 2.1 Depth Latent Directing
WAN 2.1 DEPTH-GUIDED LATENT DIRECTING

Wan 2.1 Depth-Guided Latent Directing: Volumetric Parallax Staging & Zero-Warp Optical Tracking Dollies

DEPTH LATENT Metric Z-Buffer Parallax
VOLUMETRIC

FastVideo Hunyuan Turbo Directing
FASTVIDEO HUNYUAN 4-STEP TURBO

HunyuanVideo FastVideo DiT Turbo Directing: 4-Step Distilled Flow-Matching & Sub-Minute 1080p Commercial Renders

4-STEP TURBO Distilled Flow-Matching
ZERO LOSS

EchoMimicV2 Multimodal Acting Directing
ECHOMIMIC V2 MULTI-MODAL AVATAR

EchoMimicV2 Multi-Modal Audio-Pose Directing: Full-Torso Landmark Fusion & Expressive Gesture Synchronization

POSE & AUDIO Dual-Stream Attention
VOCAL SYNC

LTX-Video Spatial Inpainting Directing
LTX-VIDEO TEMPORAL INPAINTING

LTX-Video Spatial-Temporal Inpainting Directing: Object Removal, Background Resynthesizing & Scene Extension

TEMPORAL MASK 100+ Frame Continuity
RIG REMOVAL

MotionCtrl Dual Trajectory Directing
MOTIONCTRL DUAL TRAJECTORY DIRECTING

MotionCtrl + SVD Dual-Trajectory Directing: Decoupled 3D Camera Trajectories & Independent Subject Kinetics

DUAL VECTORS Camera & Actor Decoupling
DRIFT PHYSICS