Wan 2.2 + Spline Path Control v2 — The Perfect Match for Precision AI Video Generation

TL;DR
Reports indicate Wan 2.2 adds MoE‑style architecture and strong performance on consumer GPUs; verify dates, licenses and specs with official sources.
Paired with Spline Path Control v2, creators can achieve precise trajectory control for cinematic motion.

1 Wan 2.2: The breakthrough everyone was waiting for

1.1 What makes Wan 2.2 revolutionary

Alibaba’s Wan 2.2 has been presented as a significant iteration in open‑source video generation. Reports describe a Mixture of Experts (MoE) architecture for improved fidelity and motion coherence.

Key Technical Innovations:

• High-noise experts → Handle overall layout and composition
• Low-noise experts → Refine details and motion quality
• Result → Unprecedented visual fidelity and motion coherence

1.2 Performance that changes everything

The TI2V-5B model delivers game-changing performance metrics:

Performance Notes:

• Throughput depends on prompts, parameters and hardware (e.g., RTX 4090 class GPUs)
• Quality targets often cite 720p/24fps; verify settings in official docs
• Efficiency claims vary by workflow (ComfyUI, nodes, quantization)

Why this matters: For the first time, professional-quality video generation runs on consumer hardware without compromising speed or quality.

2 Advanced compression and motion capabilities

2.1 High-compression VAE technology

Wan 2.2's Wan2.2-VAE achieves remarkable efficiency through advanced compression:

Compression Specifications:

• Base compression → 4×16×16 ratio
• Overall compression → 64x while maintaining quality
• TI2V-5B enhancement → Total compression ratio reaches 4×32×32
• Memory efficiency → Optimized VRAM usage for consumer GPUs

2.2 Enhanced motion and control

The model excels in areas where previous versions struggled:

Motion Capabilities:

• Complex movements → Nuanced body motion and athletic actions
• Facial expressions → Detailed emotional nuance
• Multi-subject scenes → Improved interaction depiction
• Spatial accuracy → Precise object positioning in complex scenes
• Camera control