New researchHow close can AI get to an artist’s 3D character?Read the study

BENCHMARKS / 3D MODELING

COMING SOON   /   3D MODELING

CharacterBench.

Can AI models build an editable 3D character from an artist’s reference images? We’re building the benchmark and working out how to grade it. The first study is out.

THE FIRST STUDY   /   NOVEMBER 2026

Three characters, three models, nine builds.

Lumi, a purple humanoid with molten orange hair inside a glass lamp
LUMI
Bess, an older horse with a curly bun and red glasses
BESS
Brick, a broad shark in a green and gold jacket
BRICK
  1. 01 / THE TASK

    A folder of images, eight hours

    Each model got one character: renders of the artist’s model from four angles, close views of the head and some original design art. It had eight hours in Blender to hand back an editable file and four renders.

  2. 02 / THE RUNS

    Compared with the artist’s model

    GPT-6 Astra, Muse Wonder and Gemini 4 Argon each ran once per character at their highest reasoning setting. The artist’s model was never in the folder; we used it only to compare.

  3. 03 / THE GAP

    Shape is close, character isn’t

    The best builds get the overall shape close. The face, the joins between parts and the surface detail still differ, and whole-body scores barely register it.

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