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Ideogram 4.5 keeps most of an image intact across 30 consecutive edits, per Artificial Analysis test

1 article1 sourcesince Oct 9Last article 1h ago ·

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In a test of 30 consecutive real estate staging edits run by Artificial Analysis, Ideogram 4.5 kept most of each image unchanged, while other editing models drifted.

Ideogram (@ideogram_ai) announced the result on X, and the test is reported as the basis for its claim.

According to the reported results, Ideogram 4.5 and FLUX 3 left 95% or more of the image untouched on small edits. GPT Image 2.5 Sunburst re-rendered most of the image, leaving only about a fifth unchanged, and Nano Banana 2.1 kept its edits local but gradually darkened the rest of the image.

Written by AI from the articles below · updated Oct 9, 1:54 PM ET

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Latest developmentOct 9, 1:30 PM ET
Ideogram 4.5 keeps edited images intact across 30 consecutive edits

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Oct 9
  1. Ideogram
    Ideogram 4.5 keeps edited images intact across 30 consecutive edits

    AIArtificial Analysis ran 30 consecutive real estate staging edits through four image editing models, and Ideogram 4.5 kept most of each image unchanged while others drifted. Ideogram 4.5 and FLUX 3 left 95% or more of the image untouched on small edits, while GPT Image 2.5 Sunburst re-rendered most of the image and left only about a fifth unchanged. Nano Banana 2.1 kept its edits local but gradually darkened the rest of the image.

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