LiveBench 2.0 Design

Higher is better
What does it measure?
Tests whether a model can produce or rework a finished Word document, PDF or slide deck to a brief.
Who evaluates it, and how?
Tasks include restyling documents, PDFs such as annual reports and posters, and building or rebranding slide decks (25 tasks in the October 25, 2026 release). The produced file is rendered and scored on visual and structural checks against the brief.
Reading the score
Scores are shown as published by the source. Higher is better.
Top score85.1 / 100Claude Fable 5.2
Models tested22
Last updated2026.11.06
Model release date (newest on the right)
Best score so farHigher on the chart is better
  1. 1
    Anthropic2026.11.09 · xhigh
    85.1 / 100
  2. 2
    Anthropic2026.09.22 · max
    83.3 / 100
  3. 3
    Anthropic2026.09.01 · max
    81.6 / 100
  4. 4
    Anthropic2026.09.28 · max
    81.3 / 100
  5. 5
    OpenAI2026.09.04 · max
    80.0 / 100
  6. 6
    DeepSeek2026.10.17 · max
    79.8 / 100
  7. 7
    OpenAI2026.10.26 · max
    79.7 / 100
  8. 8
    OpenAI2026.09.29 · max
    79.6 / 100
  9. 9
    Anthropic2026.10.07 · max
    79.3 / 100
  10. 10
    SpaceXSI2026.08.12 · xhigh
    76.3 / 100

The "harness" is the agent program the AI used to carry out the task. The same model can score very differently depending on its harness and reasoning effort.

Where the scores come from

  • Run by the test’s team: scores the team that operates the test ran and published itself.