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Artificial Analysis Articles·· 2026-10-14

Welcome to the era of embodied AI: Introducing AA-Robotics v0.1

Welcome to the era of embodied AI: Introducing AA-Robotics v0.1

Brief overview

AA-Robotics v0.1 achieved an average score of 69.4 in 8 tasks, outperforming GPT-6 (64.6), GPT-6.1 (55.3), Gemini 4 Argon (48.8), and Claude Opus 5.5 (46.3), scoring full marks in 7 tasks. The models ran with high effort in Codex, Claude Code, or Antigravity.

Article

Introducing AA-Robotics v0.1

The eight tasks

Results

Results per Task

  • Full score (100)
  • Partial (1 to 99)
  • Zero (0)
Task

GPT-6 Astra

GPT-6.1 Sol

Gemini 4 Argon

Claude Opus 5.5

Claude Fable 5.1

Press the red button

Full score, 100 of 100

Full score, 100 of 100

Full score, 100 of 100

Full score, 100 of 100

Full score, 100 of 100

Place the crocodile toy in the rectangle

Full score, 100 of 100

Full score, 100 of 100

Full score, 100 of 100

Full score, 100 of 100

Full score, 100 of 100

Pour the drink into the cup

Full score, 100 of 100

Zero, 0 of 100

Full score, 100 of 100

Partial, 25 of 100

Partial, 30 of 100

Tidy the blocks into the box

Partial, 40 of 100

Full score, 100 of 100

Partial, 40 of 100

Partial, 40 of 100

Partial, 40 of 100

Complete the shape matching challenge

Partial, 44 of 100

Full score, 100 of 100

Zero, 0 of 100

Partial, 38 of 100

Full score, 100 of 100

Write hello world

Full score, 100 of 100

Full score, 100 of 100

Partial, 45 of 100

Partial, 45 of 100

Zero, 0 of 100

Build the tallest tower

Partial, 71 of 100

Zero, 0 of 100

Partial, 57 of 100

Partial, 25 of 100

Zero, 0 of 100

Measure the box

Zero, 0 of 100

Partial, 17 of 100

Zero, 0 of 100

Partial, 17 of 100

Zero, 0 of 100

AA-Robotics Score69.464.655.348.846.3

Each attempt is scored out of 100: completing the task scores 100, and a partial result earns points for the progress made.

GPT models run in Codex, Claude models in Claude Code, and Gemini 4 Argon in Antigravity, all at the high effort setting.

How AA-Robotics works

Time & cost

How each model spent its time

Physical accuracy

Mistake wall

Source: Artificial Analysis Articles · artificialanalysis.ai