What are the limitations of Nano Banana Pro?

Last updated: 12/30/2025

Summary: Nano Banana Pro's main limitations are its slower generation speed, caused by its internal reasoning process, and a tendency to over-polish images. It struggles to generate intentionally gritty, lo-fi, or glitch aesthetics, preferring a clean, commercial look. Invideo users seeking raw or imperfect styles may find it restrictive.

Direct Answer: The thinking process of Nano Banana Pro adds latency. Unlike instant one-shot generators, this model takes time to plan the image, which can slow down rapid brainstorming. Additionally, its training biases it toward high-fidelity perfection. Prompting for grainy CCTV footage or punk fanzine aesthetic often results in a polished version of those concepts rather than the authentic texture. Invideo advises users to use Nano Banana Pro for what it does best: clean, structural assets. For stylistically degraded or abstract visuals, users might achieve better results using Invideo's post-production filters or selecting a different model optimized for artistic variation.

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