SClosed

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.

SClosed

Kling 3.0

Kuaishou

Two models in one: V3 is the prompt-driven AI Director for creative freedom. O3 is the reference-driven consistency engine for commercial production. Both share native 4K, multi-shot, and 5-language audio.

Pick Wan 2.6 if…

You want cross-platform content (all aspect ratios), character-consistent narratives (ref-to-video), or audio-synced social content.

Pick Kling 3.0 if…

You want v3: Experimental narratives, populated group scenes (3+ chars), rapid ideation from scripts. O3: Brand advertising (product/character identity lock), serialized narratives (consistent face+voice across episodes), e-commerce (readable text+product locking). Both: multilingual commercial content, social media hooks..

Specifications

Maker
Alibaba (Tongyi Lab)
Kuaishou
Source Type
Closed Source
Closed Source
License
Alibaba Commercial
Commercial (paid tiers)
Architecture
DiT + MoE (evolved)
Unified Multimodal (MVL) / Two models: V3 (prompt-driven) + O3 (reference-driven)
Parameters
Undisclosed
Undisclosed
Max Resolution
720p / 1080p
Native 4K (3840x2160) at up to 60fps
Max Duration
Up to 15s
3-15s (up to 6 shots per generation)
FPS
24
Up to 60
Native Audio
Yes
Yes
ComfyUI Support
Yes
No
Fine-tunable
No
No
Min VRAM
Cloud / API
Cloud only
Cost / Second
$0.05
$0.10
Inputs
T2V, I2V, Reference-to-Video (1-3 refs via @Video1/@Video2/@Video3)
T2V, I2V, Multi-shot (6 cuts), Element References (O3), Video Reference (O3)
On Floyo
Yes
No

Strengths & Trade-offs

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

Kling 3.0

Strengths

  • +TWO MODELS: V3 = prompt-driven (3+ characters, AI Director, structured storytelling)
  • +O3 = reference-driven (Elements 3.0, video character refs 3-8s, Signature Voice binding). Native 4K at 60fps. Multi-shot up to 6 camera cuts with per-shot control (duration, size, angle, camera movement). Native lip-sync in EN/CN/JP/KR/ES + dialects + bilingual code-switching. Motion Brush for drawn motion paths. Best text rendering in AI video (signs, logos, price tags). Character identity lock across shots. Start/end frame conditioning.

Trade-offs

  • -Multi-shot not compatible with first/last frame feature. O3 optimized for 1-2 elements (V3 better for 3+ characters). Credit pricing: 12 credits/sec for 1080p+audio, 9 credits/sec for 720p+audio. Audio can be less refined than Veo. Transitions between shots can be clunky. 15s max duration.

Best For

  • V3: Experimental narratives, populated group scenes (3+ chars), rapid ideation from scripts. O3: Brand advertising (product/character identity lock), serialized narratives (consistent face+voice across episodes), e-commerce (readable text+product locking). Both: multilingual commercial content, social media hooks.

Run these models on Floyo

Browser-based ComfyUI. No setup, no GPU required.

Open Floyo →