Veo 3.1
Google DeepMind
The most complete video generation system. Native audio, ingredients-to-video, style matching, character consistency, scene extension, object manipulation, camera/motion controls. State-of-art on MovieGenBench. The Swiss army knife of AI video, but at a premium.
Wan 2.6
Alibaba (Tongyi Lab)
Closed-source evolution of Wan. Adds reference-to-video for character consistency, multi-shot narratives, 5 aspect ratios, and 15s duration. Native audio with synced dialogue carried over from 2.5.
Pick Veo 3.1 if…
You want audio-native cinematic content. Dialogue scenes with natural lip sync. Sound design-heavy pieces. Cinematic one-takes with ambient audio. Style-matched content (reference image). Character-consistent series. Professional 4K deliverables. VFX (add/remove objects, outpainting)..
Pick Wan 2.6 if…
You want cross-platform content (all aspect ratios), character-consistent narratives (ref-to-video), or audio-synced social content.
Specifications
Strengths & Trade-offs
Veo 3.1
Strengths
- +Best native audio (dialogue + SFX + ambient + music, generated natively in same pass). State-of-art T2V per Meta MovieGenBench. Ingredients-to-video (1-3 reference images for scene/character/object). Style reference (match aesthetic from reference image). Character consistency across scenes. Scene extension with visual+audio consistency. First+last frame transitions. Outpainting for aspect ratio adaptation. Add/remove objects with physics-aware placement. Camera controls (dolly, zoom, pan). Motion controls (draw object paths). Character controls (body+face+voice drive animation). 1080p and 4K output. SynthID watermarking.
Trade-offs
- -8s base clips (needs scene extension for longer). Most expensive per second ($0.20). Short speech segments still being refined. Cloud-only (no self-hosting). No open weights. Limited to Google ecosystem (Gemini, Flow, AI Studio, Vertex AI).
Best For
- →Audio-native cinematic content. Dialogue scenes with natural lip sync. Sound design-heavy pieces. Cinematic one-takes with ambient audio. Style-matched content (reference image). Character-consistent series. Professional 4K deliverables. VFX (add/remove objects, outpainting).
Wan 2.6
Strengths
- +Fastest inference
- +native audio with synced dialogue
- +reference-to-video for character consistency (1-3 video refs)
- +multi-shot with structured prompt syntax [0-3s]/[3-5s]
- +expanded aspect ratios (16:9, 9:16, 1:1, 4:3, 3:4)
Trade-offs
- -Closed source (not self-hostable)
- -reference-to-video limited to 5/10s (no 15s)
- -800 char prompt limit
- -multi-shot timing depends on prompt expansion quality
- -check regional license terms
Best For
- →Cross-platform content (all aspect ratios)
- →character-consistent narratives (ref-to-video)
- →audio-synced social content
- →multilingual production
Run these models on Floyo
Browser-based ComfyUI. No setup, no GPU required.
Veo 3.1 Image to Video (First + Last Frame)
1.5k runs
Wan 2.6 Reference to Video