yfinance

Pythonic way to download market and financial data from Yahoo Finance.

EstablishedOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Rising

License

Open Source

Data freshness

Verified · Jul 16, 2026

Overview

What is yfinance?

yfinance is a Python library that provides an easy-to-use interface for downloading historical market data from Yahoo Finance. It's essential for developers and analysts who need access to real-time and historical stock, currency, and other financial data.

Key differentiator

yfinance stands out as a lightweight, easy-to-use Python library specifically designed to access Yahoo Finance's extensive market and financial datasets directly within Python scripts or applications.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Easy access to historical and real-time financial data from Yahoo Finance.medium

Supports downloading of stock prices, currency exchange rates, and more.medium

Simple API for fetching and manipulating financial data.medium

↓ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited official support and documentationhigh

Documentation is sparse, relies heavily on community contributions

Potential data reliability issues due to reliance on Yahoo Finance scrapingmedium

Yahoo Finance changes its website structure, which can break yfinance's functionality without updates

Fit analysis

Who is it for?

✓ Best for

Python developers who need to integrate Yahoo Finance data into their applications.

Financial analysts looking to automate the retrieval and processing of financial data.

Educators teaching finance or programming courses that involve real-world market data.

✕ Not a fit for

Users requiring data from sources other than Yahoo Finance.

Projects needing real-time streaming data (yfinance is primarily for historical data).

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with yfinance

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →