AI Portrait Realism

Compare skin texture, anatomy, lighting, and camera realism.

What to check

  1. Does the face remain structurally believable at full size?
  2. Do hands, jewelry, reflections, and clothing survive inspection?
  3. Does the camera style match the requested device and lighting?

Tests and guides

ComparisonsWhat Portrait Benchmarks Actually Measure: 22,000 Human Ratings Explained

Charts from Rapidata's 35-prompt face benchmark, compared with DreamBench++ identity testing and demographic identity-drift research.

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ComparisonsIdeogram 4 vs Krea 2 vs Grok: 15 First Outputs Compared

Five same-prompt tests for typography, product photography, portraits, motion, and constrained illustration. One first output per model, with no rerolls.

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ComparisonsFive AI Image Models, One Input: 27-Output Controlled Portrait Test

Five shared portrait prompts across Seedream 4.5, GPT Image 2 Medium, Grok, Seedream V5 Lite, and V5 Pro—plus one deduplicated Lite-versus-Pro extension row.

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ComparisonsNano Banana 2 vs Seedream vs GPT Image 2 vs Grok: 14-Prompt Portrait Comparison

Fourteen adult portrait prompts with side-by-side outputs from Nano Banana 2, Seedream 4.5, GPT Image 2 Medium, Grok, and Seedream V5 Lite.

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ComparisonsBest AI Models for Realistic Mirror Selfies: 15 Same-Input Comparisons

Fifteen visible comparisons from 18 tested mirror-selfie prompts: 39 retained outputs and 15 recorded blocks across Nano Banana, Nano Banana 2 Lite, and Nano Banana 2.

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ComparisonsSeedream V5 Pro vs V5 Lite vs 4.5: Same-Input Test

Seedream V5 Pro, V5 Lite, and 4.5 compared on five exact prompts with one frozen Mila input, verified prompt hashes, fixed framing, and all 15 outputs retained.

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Models

5 first-output tests

Ideogram 4

Rendered every requested string in the poster and product prompts. Its first outputs were clean and legible, though the poster moved away from the requested condensed type and the product shot omitted the reflective pool.

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5 first-output tests

Krea 2 Medium

Matched the largest share of AI Photo's five briefs, including the serum layout, direct-flash portrait style, and directional motion snapshot. It still failed the strict risograph object test.

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15-prompt output review

Seedream V5 Pro

Earned 7 of 15 editorial points in the historical Seedream review, including facial-detail and anatomy comparisons. All 15 prompts returned an output.

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15-prompt output review

Seedream V5 Lite

Earned 4 of 15 editorial points in the historical Seedream review, including clothing detail and scene composition. One prompt returned no output.

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15-prompt output review

Seedream 4.5

Earned 4 of 15 editorial points in the historical Seedream review. It retained the cafe props and bedroom pose, but added an extra leg in the kneeling portrait.

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Portrait and moderation tests

GPT Image 2 Medium

Returned all five controlled portrait outputs. In the separate three-prompt moderation test, it returned the studio portrait and blocked two adult-fashion prompts.

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Portrait and text-to-image tests

Grok Imagine

Produced the strongest poster layout in AI Photo's five-prompt first-output test and clean anatomy in the diner portrait. It missed the exact clock time and crate count in the constrained illustration.

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Mirror-selfie and moderation tests

Nano Banana 2

Returned 15 of 18 mirror-selfie prompts, compared with 12 each for Nano Banana and Nano Banana 2 Lite. Completion does not measure visual quality.

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