Tl;dr
- Venice has dozens of video generation models. What fails on one model often works on another.
- The image-first workflow is the single best thing you can do for video quality: generate a reference image, then animate it.
- Four models cover most use cases: Seedance for cinematic work, Grok Imagine for mood-driven content, Happy Horse for realistic human movement, and Wan 2.7 for uncensored creative freedom.
- Every prompt needs four elements: subject, action, camera movement, and environment.
Venice puts dozens of video models in one place. This guide walks through the ones that matter, how to prompt each one, and how Wan 2.7 Uncensored is pushing the boundaries of what you can generate.
Your Failed Generation Probably Used the Wrong Tool
Most people pick one video model and use it for everything. When it doesn't work, they rewrite the prompt over and over.
Wrong approach.
Different models respond to different prompting styles. They specialize in different outputs. What fails on Model A might produce great results on Model B, if you understand each tool's strengths.
Think of it like choosing between a hammer and a screwdriver. Both are useful. Neither works for everything.
Venice's model library turns this into a simple decision. You match the task to the right model and move on.
The Image-First Workflow
Before we get into specific models, here's the technique that immediately improves your video results:
Generate a reference image first.
Most people skip straight to video generation and wonder why their results feel random.
Starting with an image gives you control over composition, lighting, character appearance, and setting before any motion happens. The video model then animates what you've already approved rather than interpreting your prompt from scratch.
Venice makes this seamless. Generate your image using any of the platform's image models (GPT Image 2, uncensored options, private models), then click "Create Video" directly from that image.
Your starting frame is locked. The AI's job becomes motion, not creation.
Four Models, Four Different Jobs
1. Seedance: Cinematic Precision
Best for: Professional video with specific shot types, camera movements, and lighting
Prompting style: Structured cinematic language
Seedance responds well to film terminology. It wants shot type specifications (close-up, wide shot, tracking shot), specific locations, deliberate camera moves, lighting notes, and precise action sequences.
Think of prompting Seedance like writing a shot list for a film crew. Be technical. Be specific.
Prompt structure that works:
- Shot type and camera movement
- Subject description and action
- Environment and lighting details
- Specific motion sequences
Seedance also supports face-bearing reference images with built-in consent and age verification, native audio with lip-sync in 8+ languages, and the most capable reference-to-video workflow on Venice (up to 9 reference images, 3 reference videos, 3 audio donors). The more precisely you communicate your vision in industry-standard language, the closer your output matches your intent.
2. Grok Imagine: Mood-Driven Content
Best for: Content requiring human emotion, atmosphere, and feeling
Prompting style: Conversational and vibe-oriented
Grok operates on the opposite end of the spectrum from Seedance. It responds best to natural language describing mood, atmosphere, and feeling rather than technical specifications.
Tell Grok about the emotion you want to capture. Describe how the scene should feel. Set the vibe.
Grok captures human emotion well. Tears, subtle expressions, emotional beats. If you're creating content that needs to connect emotionally with viewers, start here.
The prompting shift matters. Instead of "medium close-up, soft key light, 35mm lens," try "intimate moment of quiet sadness, soft natural light filtering through curtains."
Grok Imagine is also the only video model on Venice with fully private generation. Your prompts, inputs, and outputs are never logged or stored.
3. Happy Horse: Realistic Human Movement
Best for: Dance content, fitness videos, anything requiring realistic body mechanics
Prompting style: Practical, motion-focused descriptions
Happy Horse deserves more attention than it gets.
This model produces exceptional human realism: visible muscles, natural body mechanics, fluid movement that actually looks like how humans move. For creators producing dance content, workout videos, or anything featuring detailed human motion, Happy Horse delivers.
What it does well:
- Strong motion synthesis and consistency
- Multilingual prompt support
- 1080p default resolution
- Handles creative camera directions (handheld shake, tracking shots)
The prompt style sits between Seedance's technical precision and Grok's conversational approach. Clear, practical descriptions of the action you want, with attention to how the movement should flow.
4. Wan 2.7: Uncensored Creative Freedom
Best for: Content that other platforms block or restrict
Prompting style: Explicit and detailed
Wan 2.7 won't block any keywords or actions. Complete creative freedom for any content type, including material that triggers safety filters on other platforms. Wan 2.7 is open-source, and Venice is actively investing in making the Uncensored variants the best available. The dedicated I2V Uncensored variant is live now, and T2V Uncensored is launching soon.
This freedom comes with requirements though. You need to be very specific with your prompting. Wan 2.7 needs explicit detail to understand what you want. It won't fill in gaps or make assumptions.
The prompting rule: clearly describe who is doing what, to whom, with what, and how. Directions of movements, all the details. Vague prompts produce vague results.
Current limitations:
- No more than two humans per scene
- No animals
- No cartoons or animations
Best results still start with an image as your first frame. Venice's uncensored image models can create any starting point you need.
The Four-Element Prompt Formula
Regardless of which model you choose, every effective video prompt contains these elements:
- Subject: who or what is in the frame
- Action: what's happening, what movement occurs
- Camera movement: how the viewer's perspective changes
- Environment: where this takes place, lighting, atmosphere
Missing any element forces the AI to guess. Sometimes it guesses well. Often it doesn't.
Write prompts that answer all four questions before you generate. Then adjust your language style based on which model you're using: cinematic precision for Seedance, emotional vibes for Grok, practical motion description for Happy Horse, explicit detail for Wan 2.7.
What to Try First
For professional/commercial content: Seedance with structured cinematic prompts
For emotional storytelling: Grok Imagine with conversational mood descriptions
For human movement/dance: Happy Horse with practical motion prompts
For unrestricted creative work: Wan 2.7 with explicit detailed descriptions
Generate an image first every time. Use the prompt optimizer (the magic wand icon) when available. And remember: failure with one model just means you haven't found the right tool yet.
All models are available to all Venice users through the app and the Venice Video API.
Back to all posts
Venice.ai