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
RankModelSettingReleasedPrice/1MScore
- 1xhigh2026.11.09$3285.1 / 100
- 2max2026.09.22$1683.3 / 100
- 3max2026.09.01$4081.6 / 100
- 4max2026.09.28$881.3 / 100
- 5max2026.09.04$4080.0 / 100
- 6max2026.10.17$0.5779.8 / 100
- 7max2026.10.26$479.7 / 100
- 8max2026.09.29$879.6 / 100
- 9max2026.10.07$0.4079.3 / 100
- 10xhigh2026.08.12$576.3 / 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.