SEO Title: Airflow vs Luigi: Which ETL Tool is Best

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Meta Description: Airflow vs. Luigi: which tools is best for and data integration? Find out more and how Integrate.io beats them both.

Twitter: Airflow vs Luigi - whether you’re a #Developer or #DataAnalyst, you might have used either of these tools. Integrate.io explores the pros and cons of both. #SMB

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Keyword: Airflow vs Luigi

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Airflow vs Luigi: Which ETL Tool is the Best?

Airflow vs Luigi: Our 5 Key Differences

1. Usability: Luigi's API is more minimal than 's. New users might find it difficult to use. 

2. Scalability: Airflow is easier to scale than Luigi. 

Despite the pandemic situation slowing the market growth of data integration software, reliable data management tools are very much in high demand. Businesses need access to data from ever-more disparate systems and SaaS, and effective tools to help them achieve this. Apache Airflow and Luigi are two options that offer workflow via creation. Basically, both of these tools move data from point A to point B quickly. But which one is better? Welcome to our vs explainer, exploring which is the best tool and what the differences are - and why Integrate.io could be a better option all around for data integration.

Table of Contents

1. Airflow vs. Luigi: Features and Benefits 

2. Airflow vs. Luigi: Pricing

Airflow vs. Luigi: Features and Benefits 

• Airflow is a workflow scheduler created by travel accommodation experts , specifically for authoring, , and monitoring to various business sources. It runs using the programming language , became an Apache Incubator project in 2016 and a Top-Level Apache Software Foundation project in 2019. Because of this, it's now called . 

• Luigi is a Python package or module designed for handling complex workflows, , and for managing multiple pipelines. These pipelines collate data into a single destination ready for by tools such as Apache .

Although Airflow and Luigi have slightly different functions, they share many features:

• Both tools use Python.

• Both use a single node for a directed graph.

Next, let's talk about directed acyclical graphs (DAGs): Airflow lets users view multiple DAG tasks before pipeline execution. doesn't. For companies that depend on to prevent bad data from entering their , this is an important difference. Essentially, in , you don't know what code is running in corresponding tasks until much later on in the process. 

Struggling with coding your own pipelines? Integrate.io’s low-code environment makes it simple to create integrations to multiple business SaaS

There are two main scalability issues in Luigi:

These problems might not affect all businesses. However, many will find scalability in Luigi a challenge. Talk to Integrate.io about an integration platform that scales up and down as you need it, effortlessly.

Many famous companies use these tools:

Airflow vs. Luigi: Pricing

In many cases, paying for an industry-leading ETL platform like Integrate.io is well worth the investment. 

Airflow has an average rating of 4.3 out of 5 stars on the popular technology review website G2, based on 35 customer reviews (as of April 2022). 

Nikita K., a data science engineer, says that Apache Airflow is:

“A very handy tool for someone working in ETL & data engineering”

Most Airflow reviews are generally positive. However, some criticisms include:

"One of the greatest challenge[s] is that the learning curve [can] be a little bit deep, and some of the functions…can be confusing…and once you have deployed the pipeline, it is difficult to make changes.” (Edited for clarity).

Unfortunately, there are no Luigi reviews on G2. However, we can compare Airflow with reviews on the website Predictive Analytics Today, which evaluates many different platforms. 

Consider your business data needs, and go with a feature-rich ETL platform like Integrate.io that’s low code with a shallow learning curve and a wealth of resources at your fingertips.

Airflow vs Luigi vs Integrate.io 

Consider investing in an ETL solution that provides you with more. Integrate.io is a new data integration, ETL, and ELT platform that gives you unparalleled insights into your . Quickly build to your data lake or cloud , such as Snowflake or a repository like , for a variety of , in an intuitive, low-code environment. Pre-built integrations allow you to create these with ease while intelligent management ensures you have access to every one of your . allows for fast, change data capture (CDC) without constantly reloading historical data.

Schedule a call with Integrate.io and find out how investing in an innovative, cloud-based data integration solution capable of handling big data can boost your business insights today.