Which AI Model Makes the Best Images?

A comprehensive comparison of four leading AI image models—Quen Image Edit Plus, NanoBanana, GPT Image 1, and Seadream—reveals varied strengths across different image editing tasks, with no single model consistently outperforming the others.

• No single AI image model consistently outperforms others across all tasks.

• Model strengths vary significantly; Quen Image Edit Plus and NanoBanana often excel in consistency and certain transformations, while GPT Image 1 and Seadream shine in specific complex edits.

• Testing different models is crucial to find the best tool for specific image generation or editing needs.

Four prominent AI image models, Quen Image Edit Plus, NanoBanana, GPT Image 1, and Seadream, were rigorously tested across various image editing and generation tasks to assess their capabilities. The models were evaluated on their ability to perform composite placements, object transformations, style transfers, and text integration. While each model demonstrated unique strengths in specific categories, the testing showed inconsistent performance, indicating that the 'best' model often depends on the particular task and prompt, with NanoBanana and Quen Image Edit Plus frequently excelling in consistency, and GPT Image 1 and Seadream performing well in specific challenging tasks.

Basic Image Composition

• 00:00:24 Initial tests involved compositing elements like a portrait into a waterfall setting or an SUV into a desert. GPT Image 1 was deemed superior for the waterfall composite due to its lighting and overall style, despite perceived lack of realism. For the SUV in the desert, Quen Image Edit Plus delivered phenomenal results with accurate sun effects and sand displacement, outperforming NanoBanana and GPT Image 1.

Advanced Object & Scene Manipulation

• 00:08:51 Pushing the models' limits with 'Bleeding Edge' prompts, tasks included precise object positioning, such as a watch 2.3 cm above a wrist with anatomical deformation. GPT Image 1 emerged as the clear winner for the watch task, accurately placing the watch with correct orientation and a visible band. However, all models struggled with complex requirements like coffee steam reflection on a laptop at a precise angle, with NanoBanana ultimately deemed the most realistic despite overall failures.

Text, Style, and Weather Effects

• 00:26:00 Style transfer tests revealed varied success; Quen Image Edit Plus excelled at transforming images into oil paintings, while GPT Image 1 impressed with watercolor effects. For rendering technical blueprints, NanoBanana was the clear winner due to its accurate text and engineering lines. In text integration, NanoBanana successfully designed a movie poster, and Seadream realistically applied graffiti, showing the importance of specific model strengths for text-related tasks. For weather changes, Quen Image Edit Plus produced the most realistic snowfall with accumulation, and GPT Image 1 delivered impressive rain effects with visible water droplets on surfaces.

Overall Model Performance & Use Cases

• 00:31:56 The comprehensive testing highlighted that no single AI model is universally superior, as performance varies significantly across different prompts and categories. While Seadream generally performed the worst, all four models—Quen Image Edit Plus, NanoBanana, GPT Image 1, and Seadream—are valuable tools for image generation. Users are encouraged to test different models based on their specific needs, recognizing that certain models like NanoBanana are strong in image consistency and object removal, while others like GPT Image 1 excel in precise edits and complex transformations.