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Best LLMs for browser workflows

LiveBench: Browser Use

LiveBench 2.0 evaluates browser workflows 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: Browser Use 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
GPT-6.1 SolOpenAI · Proprietary	2.0 / 2026-10-25	93.3%
GPT-6.1 TerraOpenAI · Proprietary	2.0 / 2026-10-25	93.1%
GPT-6 AstraOpenAI · Proprietary	2.0 / 2026-10-25	91.3%
Claude Fable 5.1Anthropic · Proprietary	2.0 / 2026-10-25	89.8%
Claude Sonnet 5.5Anthropic · Proprietary	2.0 / 2026-10-25	89.3%
Claude Opus 5.5Anthropic · Proprietary	2.0 / 2026-10-25	88.4%
Gemini 4 ArgonGoogle · Proprietary	2.0 / 2026-10-25	82.8%
MiniMax M3.1 FlashMiniMax · Open source / open weights	2.0 / 2026-10-25	80.6%
MiMo-V2.6-ProXiaomi · Open source / open weights	2.0 / 2026-10-25	77.3%
Kimi K3.1 ProMoonshot AI · Open source / open weights	2.0 / 2026-10-25	75.9%
Kimi K3Moonshot AI · Open source / open weights	2.0 / 2026-10-25	75.2%
GPT-5.6 TerraOpenAI · Proprietary	2.0 / 2026-10-25	70.3%
GPT-6 LunaOpenAI · Proprietary	2.0 / 2026-10-25	70.3%
Claude Haiku 5.5Anthropic · Proprietary	2.0 / 2026-10-25	69.5%
DeepSeek V4.1 Flash 1017DeepSeek · Open source / open weights	2.0 / 2026-10-25	67.2%
Muse Wonder 1.0Meta · Proprietary	2.0 / 2026-10-25	60%
GLM-5.3-FlashZ.ai · Open source / open weights	2.0 / 2026-10-25	59.8%
Grok 4.7xAI · Proprietary	2.0 / 2026-10-25	49.3%
Gemini 3.8 FlashGoogle · Proprietary	2.0 / 2026-10-25	45.1%
Muse Spark 1.3Meta · Proprietary	2.0 / 2026-10-25	30.9%
Muse Spark OpenMeta · Open source / open weights	2.0 / 2026-10-25	26.2%
Step 5 PreviewStepFun · Open source / open weights	2.0 / 2026-10-25	24.8%
Qwen3.8 27BQwen · Open source / open weights	2.0 / 2026-10-25	24.2%
Nemotron 3.5 Super VLNVIDIA · Open source / open weights	2.0 / 2026-10-25	21.6%
InklingThinking Machines · Open source / open weights	2.0 / 2026-10-25	12%
GLM-5.3Z.ai · Open source / open weights	2.0 / 2026-10-14	0%

View all 26 published reports

GPT-6.1 Terra93.1%

2.0 / 2026-10-25

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

MiMo-V2.6-Pro77.3%

2.0 / 2026-10-25

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

GPT-6 Luna70.3%

2.0 / 2026-10-25

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

GPT-5.6 Terra70.3%

2.0 / 2026-10-25

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

Claude Haiku 5.569.5%

2.0 / 2026-10-25

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

Muse Wonder 1.060%

2.0 / 2026-10-25

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

Muse Spark Open26.2%

2.0 / 2026-10-25

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

Step 5 Preview24.8%

2.0 / 2026-10-25

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

Qwen3.8 27B24.2%

2.0 / 2026-10-25

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

Nemotron 3.5 Super VL21.6%

2.0 / 2026-10-25

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

2.0 / 2026-10-25

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

GPT-6.1 Sol93.3%

2.0 / 2026-10-25

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

GPT-6 Astra91.3%

2.0 / 2026-10-25

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

Claude Fable 5.189.8%

2.0 / 2026-10-25

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

Claude Sonnet 5.589.3%

2.0 / 2026-10-25

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

Claude Opus 5.588.4%

2.0 / 2026-10-25

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

Gemini 4 Argon82.8%

2.0 / 2026-10-25

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

MiniMax M3.1 Flash80.6%

2.0 / 2026-10-25

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

Kimi K3.1 Pro75.9%

2.0 / 2026-10-25

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

2.0 / 2026-10-25

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

DeepSeek V4.1 Flash 101767.2%

2.0 / 2026-10-25

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

GLM-5.3-Flash59.8%

2.0 / 2026-10-25

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

2.0 / 2026-10-25

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

Gemini 3.8 Flash45.1%

2.0 / 2026-10-25

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

Muse Spark 1.330.9%

2.0 / 2026-10-25

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

2.0 / 2026-10-14

release: 2026-10-14 · Official LiveBench 2.0 row GLM-5.3. One run per suite; effort not explicitly labeled on this row. Historical release, not the October 25 index track. · source model id: glm-5.3 · suite: browser-use