Use Case
Best AI for Data Analysis 2026 - Analytics & Insights
Compare AI models for data analysis, summarization, and insight generation from large datasets.
Input/Output Ratio
80% / 20%
Typical for this use case
Cheapest Option
$1.00
per 10M tokens/month
Top Pick
gemini-3.0-pro
Quality + Value balanced
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Recommended Models for Data Analysis
Cheapest Models for Data Analysis
Based on 80% input / 20% output token ratio typical for this use case.
| Rank | Model | Cost/10M tokens | vs Best Quality |
|---|---|---|---|
| #1 | ministral-8bMistral | $1.00 | -98% |
| #2 | ministral-14bMistral | $1.50 | -96% |
| #3 | gpt-4.1-nanoOpenAI | $1.60 | -96% |
| #4 | gemini-2.5-flash-liteGoogle | $1.60 | -96% |
| #5 | gemini-2.0-flashGoogle | $1.60 | -96% |
Key Considerations
- *Input-heavy = prioritize cheap input pricing
- *Long context essential for large datasets
- *Consider Gemini for 2M context window
- *Batch processing can reduce costs
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