What are the limitations of v3?

Last updated: 12/30/2025

Summary: v3's limitations are its lack of deep semantic reasoning and lower maximum resolution (HD vs 4K). It is not designed for complex narratives or maintaining character identity over time. Invideo users should use it for vibe and motion, not for storytelling logic.

Direct Answer: v3 is fast but simple. It struggles with complex cause-and-effect prompts. It won't remember who a character is from one shot to the next. It prioritizes pixel flow over semantic logic. Invideo manages this by categorizing it as a tool for b-roll and backgrounds. Users are guided to use v3 for texture and energy, while relying on Wan 2.6 or Kling for the narrative heavy lifting. It fills the gaps in a video, rather than telling the whole story.

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