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Best AI Models for Data Analysis

AI models ranked by data analysis capability using MMLU, MATH-500, and GPQA benchmark scores. Find the top LLM for data science, analytics, and insights.

Last updated: 48m ago
#1 Model

o3

Score: 85.7

Average Score

70.1

Across all ranked models

Models Ranked

41

With benchmark data

Weights:MMLU (40%)MATH-500 (30%)GPQA (30%)

Top Best for Data Analysis Models by Weighted Score

Top 15 models by weighted score

LMMarketCap.com

Benchmark Breakdown

Per-benchmark scores for top 10 models

MMLU
MATH-500
GPQA
LMMarketCap.com
#ModelScore
1o3OpenAI85.7
2GPT-5.4OpenAI85.2
3R1 0528DeepSeek84.8
4o1OpenAI84.4
5GPT-5.2OpenAI84.3
6R1DeepSeek84.2
7GPT-5.1OpenAI84
8GPT-5OpenAI83.5
9Gemini 2.5 ProGoogle83.4
10o3 MiniOpenAI82.5
11Claude Opus 4.6Anthropic82.3
12DeepSeek V3 0324DeepSeek81.4
13Claude Opus 4.5Anthropic81
14DeepSeek V3DeepSeek80.3
15Claude Opus 4Anthropic80
16Claude Sonnet 4.6Anthropic79.8
17Gemini 3 Flash PreviewGoogle79.2
18Claude Sonnet 4.5Anthropic78.7
19o4 MiniOpenAI77.8
20Claude Sonnet 4Anthropic77.4
21Gemini 2.5 FlashGoogle77.2
22Llama 4 MaverickMeta76.5
23GPT-4.1OpenAI76.2
24GPT-4oOpenAI75.2
25Gemini 3.1 Pro PreviewGoogle74.1
26Llama 3.3 70B InstructMeta74.1
27GPT-5.5OpenAI73.9
28GPT-5.5 ProOpenAI73.9
29Mistral LargeMistral AI72.9
30GPT-4 TurboOpenAI72.5
31Claude Haiku 4.5Anthropic71.4
32DeepSeek V3.2DeepSeek70.8
33Llama 3.1 70B InstructMeta70.5
34GPT-4o-miniOpenAI69.2
35Phi 4Microsoft64.3
36Llama 4 ScoutMeta60.3
37Gemma 2 27BGoogle60.2
38Command R7B (12-2024)Cohere6.3
39Llama 3.1 8B InstructMeta5.9
40Llama 3.2 3B InstructMeta4.9
41Qwen2.5 7B InstructAlibaba4.4

How scores are calculated

Each model's score is a weighted average of its available benchmark results. When a model is missing some benchmarks, the weights are re-normalized across the benchmarks that are available. All scores are on a 0-100 scale. Data sourced from official model cards, published papers, and third-party evaluation platforms.

Frequently Asked Questions

Based on our benchmark analysis, o3 by OpenAI is currently the #1 ranked model for data analysis, with a weighted score of 85.7/100.

Models are ranked using a weighted average of MMLU, MATH-500, GPQA benchmark scores. All scores are normalized to a 0-100 scale.

We currently rank 41 models that have relevant benchmark data for data analysis tasks.

Best AI Models for Data Analysis (2026) | LM Market Cap