--- title: Apache Airflow Reviews meta\_title: 'Apache Airflow Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 130 reviews by the users' company size, role or industry to find out how Apache Airflow works for a business like yours. aggregate\_rating: rating\_value: 4.4 review\_count: 130 scale: '5' date\_modified: '2026-08-07' parent\_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- ### Apache Airflow Pros and Cons: Top 5 Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users appreciate the **ease of use** in Apache Airflow, facilitating efficient workflow creation and monitoring. [(35 mentions)](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=1882903&qs=pros-and-cons#reviews) Users appreciate the **intuitive dashboard** of Apache Airflow for effortlessly monitoring workflows and task statuses. [(18 mentions)](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=1883162&qs=pros-and-cons#reviews) Users highly value the **flexibility** of Apache Airflow, allowing for customized workflows via Python code. [(13 mentions)](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=2215249&qs=pros-and-cons#reviews) Users appreciate the **workflow automation** capabilities of Apache Airflow, simplifying complex data pipeline management. [(10 mentions)](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=1883056&qs=pros-and-cons#reviews) Users appreciate the **easy integrations** in Apache Airflow, making it flexible for connecting various systems and tools. [(10 mentions)](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=1883095&qs=pros-and-cons#reviews) Users face a **difficult setup** when installing Apache Airflow, especially on Windows systems, complicating the onboarding process. [(13 mentions)](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=2261802&qs=pros-and-cons#reviews) Users find the **learning curve challenging** , requiring time to grasp operators and manage workflows effectively. [(9 mentions)](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=2214616&qs=pros-and-cons#reviews) Users find the **steep learning curve** of Airflow challenging, especially with concepts and setup complexities. [(8 mentions)](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=2261807&qs=pros-and-cons#reviews) Users find the **learning difficulty** of Apache Airflow to be a barrier, particularly with Jinja and job setups. [(6 mentions)](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=2214636&qs=pros-and-cons#reviews) Users find the **outdated user interface** of Apache Airflow detracts from an otherwise reliable experience. [(6 mentions)](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=2261232&qs=pros-and-cons#reviews) ### 5 Pros or Advantages of Apache Airflow ##### 1. Ease of Use Users appreciate the **ease of use** in Apache Airflow, facilitating efficient workflow creation and monitoring. [ See 35 mentions ](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=1882903&qs=pros-and-cons#reviews) See Related User Reviews ![Mitul C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mitul C.") MC Mitul C. Enterprise (\> 1000 emp.) 4.5/5 "industry standard for cron jobs" What do you like about Apache Airflow? the whole process is very extensible, since there are so many users, we have a lot of built in operators/plugins. the UI is very clean and intuitive. ![Aindrila R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Aindrila R.") AR Aindrila R. Small-Business (50 or fewer emp.) 4.5/5 "Powerful Orchestration for Complex Data Pipelines with Great Community Support" What do you like about Apache Airflow? For me, the standout feature is definitely the Web UI. As a data engineer, I often find myself troubleshooting, and the Grid view in Airflow makes it ##### 2. User Interface Users appreciate the **intuitive dashboard** of Apache Airflow for effortlessly monitoring workflows and task statuses. [ See 18 mentions ](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=1883162&qs=pros-and-cons#reviews) See Related User Reviews ![Mitul C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mitul C.") MC Mitul C. Enterprise (\> 1000 emp.) 4.5/5 "industry standard for cron jobs" What do you like about Apache Airflow? the whole process is very extensible, since there are so many users, we have a lot of built in operators/plugins. the UI is very clean and intuitive. ![Aindrila R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Aindrila R.") AR Aindrila R. Small-Business (50 or fewer emp.) 4.5/5 "Powerful Orchestration for Complex Data Pipelines with Great Community Support" What do you like about Apache Airflow? For me, the standout feature is definitely the Web UI. As a data engineer, I often find myself troubleshooting, and the Grid view in Airflow makes it ##### 3. Flexibility Users highly value the **flexibility** of Apache Airflow, allowing for customized workflows via Python code. [ See 13 mentions ](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=2215249&qs=pros-and-cons#reviews) See Related User Reviews ![Mitul C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mitul C.") MC Mitul C. Enterprise (\> 1000 emp.) 4.5/5 "industry standard for cron jobs" What do you like about Apache Airflow? the whole process is very extensible, since there are so many users, we have a lot of built in operators/plugins. the UI is very clean and intuitive. ![Pedro P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pedro P.") PP Pedro P. Small-Business (50 or fewer emp.) 5.0/5 "Pipeline and user management at the most" What do you like about Apache Airflow? Airflow enhances pipeline observability - both process and data - to the highest level. It enables the distribution of pipeline execution among a t ##### 4. Automation Users appreciate the **workflow automation** capabilities of Apache Airflow, simplifying complex data pipeline management. [ See 10 mentions ](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=1883056&qs=pros-and-cons#reviews) See Related User Reviews AC Angelo C. Mid-Market (51-1000 emp.) 5.0/5 "Powerful and intuitive application, but the updates are too frequent" What do you like about Apache Airflow? A powerful and intuitive application that allows you to perform many tasks and schedule automations, all through a simple, clean, and modern interface ![Jay C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Jay C.") JC Jay C. Enterprise (\> 1000 emp.) 4.5/5 "Automation with Airflow" What do you like about Apache Airflow? Web UI and transparency, It has been the most preferred tool to automate Jobs or Workflows ##### 5. Easy Integrations Users appreciate the **easy integrations** in Apache Airflow, making it flexible for connecting various systems and tools. [ See 10 mentions ](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=1883095&qs=pros-and-cons#reviews) See Related User Reviews ![Aditya R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Aditya R.") AR Aditya R. Mid-Market (51-1000 emp.) 5.0/5 "Powerful workflow orchestration tool with great flexibility" What do you like about Apache Airflow? Apache Airflow makes it incredibly easy to design, schedule, and monitor complex workflows using Python. I like how it allows building DAGs in a very ![Rahul D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Rahul D.") RD Rahul D. Mid-Market (51-1000 emp.) 5.0/5 "Powerful and flexible workflow orchestration tool" What do you like about Apache Airflow? Apache Airflow offers excellent flexibility in defining, scheduling, and monitoring complex workflows. The DAG-based approach is intuitive for data en ### 5 Cons or Disadvantages of Apache Airflow ##### 1. Difficult Setup Users face a **difficult setup** when installing Apache Airflow, especially on Windows systems, complicating the onboarding process. [ See 13 mentions ](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=2261802&qs=pros-and-cons#reviews) See Related User Reviews ![Raghavendra S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Raghavendra S.") RS Raghavendra S. Mid-Market (51-1000 emp.) 4.5/5 "Reliable Data Orchestration with Setup Challenges" What do you dislike about Apache Airflow? Some things in Apache Airflow not work very well for me. Setup and initial configuration is little complex and takes time. UI sometimes feels slow whe ![Shabbir P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Shabbir P.") SP Shabbir P. Small-Business (50 or fewer emp.) 4.0/5 "Powerful Task Scheduler with Installation Challenges" What do you dislike about Apache Airflow? The installation process of Apache Airflow is quite complex and highly dependent on PIP, making it very difficult to handle on cyber security blocked ##### 2. Learning Curve Users find the **learning curve challenging** , requiring time to grasp operators and manage workflows effectively. [ See 9 mentions ](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=2214616&qs=pros-and-cons#reviews) See Related User Reviews ![Pedro P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pedro P.") PP Pedro P. Small-Business (50 or fewer emp.) 5.0/5 "Pipeline and user management at the most" What do you dislike about Apache Airflow? The installation, setup, and running are not straightforward, and some fine-tuning is necessary. ![Abhishek K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Abhishek K.") AK Abhishek K. Mid-Market (51-1000 emp.) 5.0/5 "Streamlining Supply Chain Workflows with Apache Airflow" What do you dislike about Apache Airflow? Sometimes Airflow can feel a bit heavy, specially when setting it up the first time. For smaller workflows it almost feels like an overkill, but in la ##### 3. Steep Learning Curve Users find the **steep learning curve** of Airflow challenging, especially with concepts and setup complexities. [ See 8 mentions ](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=2261807&qs=pros-and-cons#reviews) See Related User Reviews ![Aditya R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Aditya R.") AR Aditya R. Mid-Market (51-1000 emp.) 5.0/5 "Powerful workflow orchestration tool with great flexibility" What do you dislike about Apache Airflow? Airflow can be a bit challenging to set up and configure initially, especially when deploying in production with multiple workers and schedulers. Reso ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") I Verified User Enterprise (\> 1000 emp.) 5.0/5 "Powerful workflow orchestration with room for usability improvements" What do you dislike about Apache Airflow? The initial setup and configuration can be complex, especially for newcomers. The learning curve is steep, and performance tuning for large-scale work ##### 4. Learning Difficulty Users find the **learning difficulty** of Apache Airflow to be a barrier, particularly with Jinja and job setups. [ See 6 mentions ](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=2214636&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Small-Business (50 or fewer emp.) 4.0/5 "Amazing for daily tasks" What do you dislike about Apache Airflow? I wish it were easier to set up jobs that can be manually triggered. It can technically be done but the interface is clunky and lacks some basic quali ![Farhan K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Farhan K.") FK Farhan K. Small-Business (50 or fewer emp.) 4.5/5 "Best tool for data flow" What do you dislike about Apache Airflow? Not really meant for streaming applications but it can be set up for those. Has a bit of a learning curve compared to other solutions. It only suppo ##### 5. Outdated User Interface Users find the **outdated user interface** of Apache Airflow detracts from an otherwise reliable experience. [ See 6 mentions ](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=2261232&qs=pros-and-cons#reviews) See Related User Reviews ![Raghavendra S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Raghavendra S.") RS Raghavendra S. Mid-Market (51-1000 emp.) 4.5/5 "Reliable Data Orchestration with Setup Challenges" What do you dislike about Apache Airflow? Some things in Apache Airflow not work very well for me. Setup and initial configuration is little complex and takes time. UI sometimes feels slow whe ![Tobias S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Tobias S.") TS Tobias S. Mid-Market (51-1000 emp.) 3.5/5 "Great DAG Frontend, But Feels Outdated" What do you dislike about Apache Airflow? The setups feel outdated and unnecessarily complex. In comparison, tools such as dbt, and especially Databricks, have made significant improvements re ## Top-Rated Alternatives [ ![UiPath Agentic Automation](https://images.g2crowd.com/uploads/product/hd_favicon/52d1ee45d138a2ab66b69bb703ed76ce/uipath-agentic-automation.svg "UiPath Agentic Automation") UiPath Agentic Automation 4.6/5(7,581) ](https://www.g2.com/products/uipath-agentic-automation/reviews) [ ![Camunda](https://images.g2crowd.com/uploads/product/hd_favicon/30c18234f9e66694cb630099b2f518d4/camunda.svg "Camunda") Camunda 4.5/5(327) ](https://www.g2.com/products/camunda/reviews) [ ![MuleSoft Anypoint Platform](https://images.g2crowd.com/uploads/product/hd_favicon/d763ac0221fcc0848182458b48016e06/mulesoft-anypoint-platform%282%29.svg "MuleSoft Anypoint Platform") MuleSoft Anypoint Platform 4.5/5(775) ](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) [ View All Alternatives ](https://www.g2.com/products/apache-airflow/competitors/alternatives) ![Verified User in Financial Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Financial Services") UF Verified User in Financial Services Enterprise (\> 1000 emp.) 9/8/2022 "Great experience working with airflow. Easy to use and great GUI." 5/5 What do you like best about Apache Airflow? Creation of DAGS are really easy and graphical view of dag gives simple yet pretty picture of the complete flow. Review collected by and hosted on G2.com. What do you dislike about Apache Airflow? There should be retry option if a job fails. Review collected by and hosted on G2.com. What problems is Apache Airflow solving and how is that benefiting you? We mainly used to schedule our daily batches. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Accounting](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Accounting") UA Verified User in Accounting Mid-Market (51-1000 emp.) 9/14/2022 "Best Workflow management tool." 4/5 What do you like best about Apache Airflow? 1. UI 2. Open source 3. Monitoring workflow Review collected by and hosted on G2.com. What do you dislike about Apache Airflow? None as of now . Only the statsD metrics don't provide task level info. Review collected by and hosted on G2.com. What problems is Apache Airflow solving and how is that benefiting you? It's helping us to create a centralised workflow management tool. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") CC Verified User in Computer Software Mid-Market (51-1000 emp.) 9/20/2022 "Airflow: Orchestration in cloud like Air" 4.5/5 What do you like best about Apache Airflow? \* Open source \* Integration capabilities \* Run anywhere \* No Cloud Monopoly Review collected by and hosted on G2.com. What do you dislike about Apache Airflow? \* Containerisation problem \* More cloud integration Review collected by and hosted on G2.com. What problems is Apache Airflow solving and how is that benefiting you? \* Orchestrating my Data Engineering pipelines Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Computer & Network Security](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer & Network Security") UC Verified User in Computer & Network Security Mid-Market (51-1000 emp.) 9/13/2022 "I have some experience in working with apache. It's easy to understand and write scripts." 4/5 What do you like best about Apache Airflow? Apache proxy was most useful for me as I could connect different servers easily. Review collected by and hosted on G2.com. What do you dislike about Apache Airflow? Nothing as such I have found out at this moment. Review collected by and hosted on G2.com. What problems is Apache Airflow solving and how is that benefiting you? Connecting different servers. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Giridhar P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Giridhar P.") GP Giridhar P. Data Engineer Mid-Market (51-1000 emp.) 8/6/2021 "Apache airflow is an amazing data extraction, processing and scheduling tool!!!" 4.5/5 What do you like best about Apache Airflow? Apache airflow is a freeware that executes components written in python modules. The written python modules are called DAGs. The DAGs need to configured with appropriate connections for successful execution. The connections and variables are easily configurable. The User Interface aspect of the tool makes the visualization the most attractive aspect of the tool. The triggering of the respective DAGs, status of execution, success and failure notification in green and red colors etc are some of the best aspects of Apache airflow. The configuration of variables in the form of json files are easy and straightforward. The different instances of executions along with the individual DAGs statuses historically enable the users to track the logs successfully. The ability to backtrack the logs for all these instances makes this tool a commendable one. Functions-based categorization of the functionality is flexible. Review collected by and hosted on G2.com. What do you dislike about Apache Airflow? Apache airflow contains an intensive documentation that needs to be read and reviewed to ensure that the configuration works per your needs. Knowledge of python as a prerequisite is needed. Familiarity with Json file and format is required to some extent. The tool might create an impression of being a bit complex to many users who don't have any background on Python. The formatting of tasks, hooks etc could be a bit complex. Not much of examples are available on open forums and exploring the solution for an end to end functionality could be a bit challenging for new users. Review collected by and hosted on G2.com. Recommendations to others considering Apache Airflow: If you want an ETL tool that requires some programming, this tool could be your first choice. The coding in Airflow is not GUI based and hence may not be conducive to all the ETL engineers. However, it could serve all your basic needs. The ability to connect to heterogeneous databases and perform a comparison across these datasets is a provision that is yet to arrive. Review collected by and hosted on G2.com. What problems is Apache Airflow solving and how is that benefiting you? Apache airflow is being used in my organization to perform data integration in AWS S3 region. The tool has enabled me to connect successfully to a relational database, perform data extracts and compile the accumulation of extracts in multiple flat file segments. The DAG components are conducive to build and the dependency of tasks within DAGs are easy to be specified. The end to end ETL functionality was implemented successfully using Apache airflow. The tool provides flexibility to trigger different DAGs at any time during the day and ensures that the logs are traced successfully. The tool can be configured successfully on either AWS environment or docker container. It was configured in both environments successfully within my organization and this flexibility is what makes it the best. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Verified User in Consumer Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Consumer Services") UC Verified User in Consumer Services Mid-Market (51-1000 emp.) 9/22/2022 "Good orchestrator tool to deal with dependency.." 4/5 What do you like best about Apache Airflow? Different types of Operators and Trigger rules. Review collected by and hosted on G2.com. What do you dislike about Apache Airflow? Nothing as such but Web UI can be improved Review collected by and hosted on G2.com. What problems is Apache Airflow solving and how is that benefiting you? Orchestarating pipeline Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Hospital & Health Care](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Hospital & Health Care") UH Verified User in Hospital & Health Care Small-Business (50 or fewer emp.) 10/15/2021 "Data pipelines never been easier" 5/5 What do you like best about Apache Airflow? Once you know the strengths of Ariflow create data pipelines is easier than ever before, the data lineage now is super clear since Airflow has a lot of visual integrations Review collected by and hosted on G2.com. What do you dislike about Apache Airflow? UI has lots of bug still, some times the UI will show bad or elements will appear in weird places and it would become impossible to click what you need, It happens often enough that it bothers Review collected by and hosted on G2.com. Recommendations to others considering Apache Airflow: Take a good Airflow introduction course, it's easy enough to learn it without it, but there are a ton of good practices that you should know to get the full benefits of Apache Airflow Review collected by and hosted on G2.com. What problems is Apache Airflow solving and how is that benefiting you? New data pipelines, previously data pipelines, and time triggers were done with an inhouse tool that gave us a lot of problems, Airflow brings a lot of standardization to the project as well as modularity to the code Review collected by and hosted on G2.com. Show More 10/21/2021 Current UserValidated ReviewerIncentivizedSource: G2 invite ![Nitika K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Nitika K.") NK Nitika K. Data Engineer Small-Business (50 or fewer emp.) 6/26/2021 "A very handy tool for someone working in ETL & data engineering." 4.5/5 What do you like best about Apache Airflow? They are a lot many things that I absolutely love about Airflow, some of them are: - Authentication on your webserver. You don't need to set up your own auth system, it comes out of the box with Airflow. - Very user-friendly and information-rich User Interface to trigger your DAGs. - Makes you absolutely free from manually running the most used scripts. Review collected by and hosted on G2.com. What do you dislike about Apache Airflow? Nothing as of now. Airflow meets all my requirements. Review collected by and hosted on G2.com. What problems is Apache Airflow solving and how is that benefiting you? As a data engineer, I have to regularly run ETL pipelines & data processing scripts. Earlier I used to manually trigger them based on my schedule. Now ith Airflow, I can schedule the scripts to run based on other script conditions. Review collected by and hosted on G2.com. Show More 7/14/2021 Current UserValidated ReviewerIncentivizedSource: G2 invite ![Verified User in Leisure, Travel & Tourism](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Leisure, Travel & Tourism") UL Verified User in Leisure, Travel & Tourism Mid-Market (51-1000 emp.) 6/16/2022 "Makes orchestrating workflows through DAGs easy!" 4.5/5 What do you like best about Apache Airflow? You can orchestrate many DAGs at once at different schedules and can easily go back in time to reproduce/replicate runs. Review collected by and hosted on G2.com. What do you dislike about Apache Airflow? The Airflow CLI is not as friendly as the Airflow UI. The documentation is sometimes not clear/misses details. Review collected by and hosted on G2.com. What problems is Apache Airflow solving and how is that benefiting you? All our DAGs are built in Airflow, these are critical to our business. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Verified User in Insurance](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Insurance") UI Verified User in Insurance Mid-Market (51-1000 emp.) 11/24/2021 "Airflow is by far the best ETL tool" 5/5 What do you like best about Apache Airflow? Airflow is easy to get started with and can scale and do more things as your tech stack evolves. Airflow comes with a lot of helpful features out-of-the-box, such as the DAG visualizations and task trees. Furthermore, Airflow is very flexible. You can use it for more than just data transformation. We started running batch ML models in Airflow before we onboarded a third-party tool. Review collected by and hosted on G2.com. What do you dislike about Apache Airflow? There is nothing I dislike about Airflow. We started using it less because it requires more engineering support than other tools (that probably run on Airflow), but we will continue to use it because it is the most flexible tool for ETL. We wished that Airflow had a premium tier so that we could get more support. Review collected by and hosted on G2.com. What problems is Apache Airflow solving and how is that benefiting you? We use Airflow for the typical data extraction, transformation, and loading. In addition, we use it to send data to partners and score ML models. Airflow has allowed us to implement complex data pipelines easily and at a relatively low cost. Review collected by and hosted on G2.com. 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