Task guide

AI Portrait Realism

Compare skin texture, anatomy, camera logic, lighting, and the difference between a polished image and a believable photograph.

Evaluation checklist

Questions the evidence should answer

  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

Related tests and guides

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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Relevant model profiles

Relevant model profiles

Current Seedream flagship tested by AI Photo

Seedream V5 Pro

The most reliable finisher in AI Photo's 30-row Seedream portrait review, with particularly strong close-face detail and anatomy. It did not win every visual comparison.

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Lower-cost Seedream route tested by AI Photo

Seedream V5 Lite

A strong portrait option when composition and candid camera feel matter. In AI Photo's broad saved-output review, Lite won more direct editorial calls than Pro despite one missing output.

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Established Seedream baseline retained in current tests

Seedream 4.5

Still competitive on prompt composition and scene completeness. It remains useful as a baseline because newer Seedream routes do not uniformly replace its strengths.

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Included in AI Photo's controlled portrait and moderation tests

GPT Image 2 Medium

A capable general image route with strong instruction following in AI Photo's retained comparisons. Its visible behavior should be judged task by task rather than from a single overall score.

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Included in AI Photo's controlled five-model portrait test

Grok Image

A fast-moving image route represented in the controlled portrait set. The current evidence is useful for direct output inspection, but not yet broad enough for a universal model ranking.

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Tested in mirror-selfie and moderation comparisons

Nano Banana 2

A strong reference-combination and editing route with useful evidence in AI Photo's mirror-selfie benchmark. Its task-level completion and moderation behavior remain visible row by row.

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