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Best LLMs for data analysis

LiveBench: Data Analysis

LiveBench 2.0 evaluates data analysis on its October 25, 2026 release. This suite contains 150 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: Data Analysis 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
Gemini 4 ArgonGoogle · Proprietary	2.0 / 2026-10-25	85.2%
GPT-6 AstraOpenAI · Proprietary	2.0 / 2026-10-25	83%
GPT-6.1 SolOpenAI · Proprietary	2.0 / 2026-10-25	82.7%
GPT-6.1 TerraOpenAI · Proprietary	2.0 / 2026-10-25	82.3%
Muse Wonder 1.0Meta · Proprietary	2.0 / 2026-10-25	81.6%
Claude Fable 5.1Anthropic · Proprietary	2.0 / 2026-10-25	80.3%
Claude Opus 5.5Anthropic · Proprietary	2.0 / 2026-10-25	80.3%
Muse Spark 1.3Meta · Proprietary	2.0 / 2026-10-25	79.6%
DeepSeek V4.1 Flash 1017DeepSeek · Open source / open weights	2.0 / 2026-10-25	79.5%
GPT-5.6 TerraOpenAI · Proprietary	2.0 / 2026-10-25	79.3%
Kimi K3.1 ProMoonshot AI · Open source / open weights	2.0 / 2026-10-25	79.1%
Kimi K3Moonshot AI · Open source / open weights	2.0 / 2026-10-25	78.7%
Grok 4.7xAI · Proprietary	2.0 / 2026-10-25	76.9%
Qwen3.8 27BQwen · Open source / open weights	2.0 / 2026-10-25	76.6%
GLM-5.3-FlashZ.ai · Open source / open weights	2.0 / 2026-10-25	76.4%
GPT-6 LunaOpenAI · Proprietary	2.0 / 2026-10-25	73.4%
InklingThinking Machines · Open source / open weights	2.0 / 2026-10-25	72.8%
MiMo-V2.6-ProXiaomi · Open source / open weights	2.0 / 2026-10-25	72.3%
MiniMax M3.1 FlashMiniMax · Open source / open weights	2.0 / 2026-10-25	71.4%
Nemotron 3.5 Super VLNVIDIA · Open source / open weights	2.0 / 2026-10-25	64.6%
Step 5 PreviewStepFun · Open source / open weights	2.0 / 2026-10-25	63.5%
Muse Spark OpenMeta · Open source / open weights	2.0 / 2026-10-25	60.2%
Claude Sonnet 5.5Anthropic · Proprietary	2.0 / 2026-10-25	59.5%
Gemini 3.8 FlashGoogle · Proprietary	2.0 / 2026-10-25	54%
Claude Haiku 5.5Anthropic · Proprietary	2.0 / 2026-10-25	53.1%

View all 25 published reports

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: data-analysis

Muse Wonder 1.081.6%

2.0 / 2026-10-25

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

GPT-5.6 Terra79.3%

2.0 / 2026-10-25

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

Qwen3.8 27B76.6%

2.0 / 2026-10-25

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

GPT-6 Luna73.4%

2.0 / 2026-10-25

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

2.0 / 2026-10-25

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

MiMo-V2.6-Pro72.3%

2.0 / 2026-10-25

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

Nemotron 3.5 Super VL64.6%

2.0 / 2026-10-25

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

Step 5 Preview63.5%

2.0 / 2026-10-25

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

Muse Spark Open60.2%

2.0 / 2026-10-25

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

Claude Haiku 5.553.1%

2.0 / 2026-10-25

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

Gemini 4 Argon85.2%

2.0 / 2026-10-25

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

2.0 / 2026-10-25

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

GPT-6.1 Sol82.7%

2.0 / 2026-10-25

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

Claude Opus 5.580.3%

2.0 / 2026-10-25

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

Claude Fable 5.180.3%

2.0 / 2026-10-25

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

Muse Spark 1.379.6%

2.0 / 2026-10-25

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

DeepSeek V4.1 Flash 101779.5%

2.0 / 2026-10-25

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

Kimi K3.1 Pro79.1%

2.0 / 2026-10-25

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

2.0 / 2026-10-25

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

2.0 / 2026-10-25

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

GLM-5.3-Flash76.4%

2.0 / 2026-10-25

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

MiniMax M3.1 Flash71.4%

2.0 / 2026-10-25

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

Claude Sonnet 5.559.5%

2.0 / 2026-10-25

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

Gemini 3.8 Flash54%

2.0 / 2026-10-25

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