Wan 2.2
Alibaba (Tongyi Lab)
MoE architecture with 27B total params but only 14B active. Trained on 65% more images and 83% more video than 2.1. Outperforms leading closed-source models on Wan-Bench 2.0.
SkyReels V2
Skywork AI
First open model for infinite-length video. Best human rendering in open source.
Pick Wan 2.2 if…
You want cinematic style control, speech-to-video, or consumer GPU deployment (TI2V-5B).
Pick SkyReels V2 if…
You want long-form AI films, human-centric content, or short films and ads.
Pick Luma Ray 3 if…
You want cinematic establishing shots, B-roll, or 3D product viz.
Specifications
Strengths & Trade-offs
Wan 2.2
Strengths
- +First MoE in video diffusion
- +27B total but only 14B active per step
- +high-noise expert for layout + low-noise for detail
- ++65.6% more images and +83.2% more video training data vs 2.1
- +cinematic aesthetic control (lighting, composition, contrast, color tone)
Trade-offs
- -720p cap
- -MoE needs careful threshold tuning (SNR-based)
- -no native audio in base model (S2V is separate)
- -newer ecosystem than 2.1
Best For
- →Self-hosted production
- →cinematic style control
- →speech-to-video
- →consumer GPU deployment (TI2V-5B)
SkyReels V2
Strengths
- +First infinite-length open model
- +10M+ film/TV training
- +best open human faces
Trade-offs
- -Heavy GPU req
- -no ComfyUI
- -newer community
- -720p cap
Best For
- →Long-form AI films
- →human-centric content
- →short films and ads
Luma Ray 3
Strengths
- +Native HDR EXR (first)
- +superior 3D spatial depth
- +Ray 2 Flash 20x faster
- +loop function
- +NL editing
Trade-offs
- -Short clips
- -most expensive
- -no audio
- -limited style range
Best For
- →Cinematic establishing shots
- →B-roll
- →3D product viz
- →architecture
Run these models on Floyo
Browser-based ComfyUI. No setup, no GPU required.
Wan 2.2 Animate Preprocess (Kijai)
Wan 2.2 + Qwen V2V Restyle
Wan 2.2 T2V with UnifiedRew
Wan 2.2 Animate Character Replacement