New: Agent Index for knowledge work is live.Explore the index ↗

Best LLMs for document and presentation creation

LiveBench: Design

LiveBench 2.0 evaluates document and presentation creation on its October 25, 2026 release. This suite contains 25 tasks or questions, scored from 0 to 100 in one run per model. Models use their highest supported effort unless a different setting is reported. This is an individual task-suite score, separate from LiveBench’s weighted overall average.

Updated: Nov 5, 2026Data as of: Nov 2, 2026

Widely usedNot saturated

Official benchmark

LiveBench: Design results. Each row identifies its benchmark version and evaluation track. Scores from different versions are not directly comparable. Best effort from the latest stored report date per model and version.
Model / creator	Version	Reported score
Claude Opus 5.5Anthropic · Proprietary	2.0 / 2026-10-25	86.9%
Claude Sonnet 5.5Anthropic · Proprietary	2.0 / 2026-10-25	85%
Claude Fable 5.1Anthropic · Proprietary	2.0 / 2026-10-25	83.4%
DeepSeek V4.1 Flash 1017DeepSeek · Open source / open weights	2.0 / 2026-10-25	83.4%
Claude Haiku 5.5Anthropic · Proprietary	2.0 / 2026-10-25	83.1%
GPT-6 LunaOpenAI · Proprietary	2.0 / 2026-10-25	82.5%
GPT-6.1 TerraOpenAI · Proprietary	2.0 / 2026-10-25	82.3%
GPT-6.1 SolOpenAI · Proprietary	2.0 / 2026-10-25	82.1%
GPT-6 AstraOpenAI · Proprietary	2.0 / 2026-10-25	82%
MiMo-V2.6-ProXiaomi · Open source / open weights	2.0 / 2026-10-25	78.5%
Grok 4.7xAI · Proprietary	2.0 / 2026-10-25	78%
Kimi K3.1 ProMoonshot AI · Open source / open weights	2.0 / 2026-10-25	77.8%
GLM-5.3-FlashZ.ai · Open source / open weights	2.0 / 2026-10-25	77.2%
Kimi K3Moonshot AI · Open source / open weights	2.0 / 2026-10-25	77.2%
Step 5 PreviewStepFun · Open source / open weights	2.0 / 2026-10-25	76.9%
GPT-5.6 TerraOpenAI · Proprietary	2.0 / 2026-10-25	76%
Qwen3.8 27BQwen · Open source / open weights	2.0 / 2026-10-25	75.9%
Muse Wonder 1.0Meta · Proprietary	2.0 / 2026-10-25	75.1%
Muse Spark 1.3Meta · Proprietary	2.0 / 2026-10-25	74.8%
MiniMax M3.1 FlashMiniMax · Open source / open weights	2.0 / 2026-10-25	74%
Gemini 4 ArgonGoogle · Proprietary	2.0 / 2026-10-25	73.7%
Gemini 3.8 FlashGoogle · Proprietary	2.0 / 2026-10-25	72.7%
Nemotron 3.5 Super VLNVIDIA · Open source / open weights	2.0 / 2026-10-25	62.8%
Muse Spark OpenMeta · Open source / open weights	2.0 / 2026-10-25	60.3%
InklingThinking Machines · Open source / open weights	2.0 / 2026-10-25	58.3%

View all 25 published reports

Claude Haiku 5.583.1%

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

GPT-6 Luna82.5%

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

GPT-6.1 Terra82.3%

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

MiMo-V2.6-Pro78.5%

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

Step 5 Preview76.9%

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

GPT-5.6 Terra76%

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

Qwen3.8 27B75.9%

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

Muse Wonder 1.075.1%

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

Nemotron 3.5 Super VL62.8%

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

Muse Spark Open60.3%

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

Claude Opus 5.586.9%

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

Claude Sonnet 5.585%

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

DeepSeek V4.1 Flash 101783.4%

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

Claude Fable 5.183.4%

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

GPT-6.1 Sol82.1%

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

Kimi K3.1 Pro77.8%

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

GLM-5.3-Flash77.2%

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

Muse Spark 1.374.8%

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

MiniMax M3.1 Flash74%

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

Gemini 4 Argon73.7%

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design

Gemini 3.8 Flash72.7%

2.0 / 2026-10-25

release: 2026-10-25 · Highest supported effort unless publisher reports an exception; single run · suite: design