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How marketers rank this year's generative AI image, video tools

Evaluating This Year’s Generative AI Tools for Marketing: a Technical Perspective

Generative AI Tools: A New Standard in Marketing

Generative AI tools for image and video production have shifted from novelty to necessity in marketing. This year, marketers demand precision and seamless integration into existing workflows. Tools like Google’s Nano Banana Pro and VEO lead the pack, offering hyper-realistic outputs and robust features that address previous shortcomings.

Top Image Generation Tools

Marketers rank Google’s Nano Banana Pro at the top due to its hyper-realistic image generation capabilities. Launched on the Gemini LLM in November 2025, it receives high marks for producing images with minimal ‘AI sheen,’ a term used to describe inconsistencies that make AI-generated visuals easily identifiable. In contrast, competitors such as Midjourney and Canva struggle with these issues.

Agencies prefer Nano Banana for its integration with Google Ads and workspaces, making it a go-to for creative workflows. Other notable contenders include Lexica Art for on-brand thumbnails and Stable Diffusion for detailed control over product visuals.

Leading Video Generation Tools

Google’s VEO stands out in the video generation category, praised for its text-to-video capabilities and character consistency. Version 3.1, released in May 2025, offers advanced features like audio synchronization and lip-syncing, positioning it ahead of OpenAI’s Sora in market tests. Other tools such as Runway and Kling AI provide cost-effective solutions for creators, emphasizing realism and interactivity.

Criteria for Ranking

When evaluating these tools, marketers prioritize several factors:

  • Output quality — realism and consistency are crucial.
  • User interface — ease of use directly affects productivity.
  • Integration capabilities — tools that work seamlessly within existing software ecosystems receive higher ratings.
  • Cost-effectiveness — tools that demand excessive file management across platforms face penalties.

Agencies increasingly expect results indistinguishable from real media, emphasizing the need for high-quality outputs in marketing campaigns.

Market Trends and Future Outlook

The generative AI market is expanding rapidly, with new entrants like PixVerse V5 and Kling 2.5 Turbo gaining traction. These tools emphasize speed and realism, integrating further into platforms like Google Workspace. As competition intensifies, innovations in customization emerge, raising the stakes for marketers.

Marketers predict a continued blurring of lines between real and AI-generated content, affecting creative processes and overall costs. By 2026, those who adapt will find themselves at a competitive advantage, while others may struggle to keep pace.

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