# Pandas AI vs Vanna — Fit & Features

Canonical: https://trutool.co/compare/pandas-ai-vs-vanna
Author: Snehil (https://trutool.co/authors/snehil)

Compare Pandas AI and Vanna by use case, features, limitations, and evaluation questions.

## Compare fit, features, and limitations

### Pandas AI
Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.
Best fit: People and teams evaluating ai data & documents for a specific workflow.
- Conversational interface
- Analysis workflows
- Data workflows
Before you choose: Test a representative task, inspect outputs, and confirm integrations, permissions, data handling, licensing, and current costs.
Pricing: https://github.com/pricing
- [Read Pandas AI profile](https://trutool.co/tools/pandas-ai): Read Pandas AI profile

### Vanna
AI assistance for querying databases using natural language.
Best fit: Teams testing document extraction or conversational data analysis.
- AI assistance for querying databases using natural language
Before you choose: Validate extraction and calculations against known answers; confirm handling of sensitive data.
Pricing: https://vanna.ai/
- [Read Vanna profile](https://trutool.co/tools/vanna): Read Vanna profile