--- title: Prefect Reviews meta\_title: 'Prefect Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 125 reviews by the users' company size, role or industry to find out how Prefect works for a business like yours. aggregate\_rating: rating\_value: 4.5 review\_count: 125 scale: '5' date\_modified: '2026-08-07' parent\_category: name: IT Management url: https://www.g2.com/categories/it-management --- ### Prefect Pros and Cons: Top 5 Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users find Prefect to be an **affordable orchestration tool** , capable of integrating various platforms like Databricks and Snowflake. [(1 mentions)](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=1136476&qs=pros-and-cons#reviews) Users highlight the **cost efficiency** of Prefect, praising its integration capabilities across multiple platforms like Databricks and Snowflake. [(1 mentions)](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=1136773&qs=pros-and-cons#reviews) Users value the **seamless data integration** capabilities of Prefect, enabling connections to various platforms like Databricks and Snowflake. [(1 mentions)](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=1137162&qs=pros-and-cons#reviews) Users appreciate the **development efficiency** of Prefect, finding flow creation, testing, and debugging much simpler. [(1 mentions)](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=1137051&qs=pros-and-cons#reviews) Users find the **ease of use** in Prefect flows to be a significant advantage for development and debugging. [(1 mentions)](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=1137133&qs=pros-and-cons#reviews) Users find **automation limitations** in Prefect, struggling with large scale runs and needing better built-in solutions. [(1 mentions)](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=1136830&qs=pros-and-cons#reviews) Users feel that **complex learning** due to Python knowledge requirements hinders their ability to maximize Prefect's potential. [(1 mentions)](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=1136494&qs=pros-and-cons#reviews) Users find the **steep learning curve** of Prefect challenging, especially needing Python knowledge and lacking some features compared to Airflow. [(1 mentions)](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=1137156&qs=pros-and-cons#reviews) Users feel they require **Python knowledge** and find Prefect's features limited compared to Airflow's offerings. [(1 mentions)](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=1136757&qs=pros-and-cons#reviews) Users experience **maintenance issues** with Prefect, feeling the solutions are inadequate for large scale operations. [(1 mentions)](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=2312568&qs=pros-and-cons#reviews) ### 5 Pros or Advantages of Prefect ##### 1. Affordable Users find Prefect to be an **affordable orchestration tool** , capable of integrating various platforms like Databricks and Snowflake. [ See 1 mentions ](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=1136476&qs=pros-and-cons#reviews) See Related User Reviews ![Samshitha V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Samshitha V.") SV Samshitha V. Mid-Market (51-1000 emp.) 5.0/5 "Experiencing Prefect as Orchestration tool" What do you like about Prefect? Prefect is one of the low costing and best orchestration tool in market. We can integrate lots of platforms with prefect. Databricks and snowflake job ##### 2. Cost Efficiency Users highlight the **cost efficiency** of Prefect, praising its integration capabilities across multiple platforms like Databricks and Snowflake. [ See 1 mentions ](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=1136773&qs=pros-and-cons#reviews) See Related User Reviews ![Samshitha V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Samshitha V.") SV Samshitha V. Mid-Market (51-1000 emp.) 5.0/5 "Experiencing Prefect as Orchestration tool" What do you like about Prefect? Prefect is one of the low costing and best orchestration tool in market. We can integrate lots of platforms with prefect. Databricks and snowflake job ##### 3. Data Integration Users value the **seamless data integration** capabilities of Prefect, enabling connections to various platforms like Databricks and Snowflake. [ See 1 mentions ](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=1137162&qs=pros-and-cons#reviews) See Related User Reviews ![Samshitha V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Samshitha V.") SV Samshitha V. Mid-Market (51-1000 emp.) 5.0/5 "Experiencing Prefect as Orchestration tool" What do you like about Prefect? Prefect is one of the low costing and best orchestration tool in market. We can integrate lots of platforms with prefect. Databricks and snowflake job ##### 4. Development Efficiency Users appreciate the **development efficiency** of Prefect, finding flow creation, testing, and debugging much simpler. [ See 1 mentions ](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=1137051&qs=pros-and-cons#reviews) See Related User Reviews ![Kyle H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Kyle H.") KH Kyle H. Mid-Market (51-1000 emp.) 4.5/5 "Dev friendly orchestration tool" What do you like about Prefect? It is easy to stand up a flow, get UI benefits for orchestration, and test and debug when flows fail. Developing prefect flows in v2/v3 of prefect is ##### 5. Ease of Use Users find the **ease of use** in Prefect flows to be a significant advantage for development and debugging. [ See 1 mentions ](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=1137133&qs=pros-and-cons#reviews) See Related User Reviews ![Kyle H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Kyle H.") KH Kyle H. Mid-Market (51-1000 emp.) 4.5/5 "Dev friendly orchestration tool" What do you like about Prefect? It is easy to stand up a flow, get UI benefits for orchestration, and test and debug when flows fail. Developing prefect flows in v2/v3 of prefect is ### 5 Cons or Disadvantages of Prefect ##### 1. Automation Limitations Users find **automation limitations** in Prefect, struggling with large scale runs and needing better built-in solutions. [ See 1 mentions ](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=1136830&qs=pros-and-cons#reviews) See Related User Reviews ![Kyle H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Kyle H.") KH Kyle H. Mid-Market (51-1000 emp.) 4.5/5 "Dev friendly orchestration tool" What do you dislike about Prefect? When getting into really large scale runs, it can sometimes choke. I feel the solutions their team gives us are kind of bandaid hacks to things their ##### 2. Complex Learning Users feel that **complex learning** due to Python knowledge requirements hinders their ability to maximize Prefect's potential. [ See 1 mentions ](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=1136494&qs=pros-and-cons#reviews) See Related User Reviews ![Samshitha V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Samshitha V.") SV Samshitha V. Mid-Market (51-1000 emp.) 5.0/5 "Experiencing Prefect as Orchestration tool" What do you dislike about Prefect? Need Python knowledge to work on prefect and need to have some more features where Airflow is ahead ##### 3. Learning Curve Users find the **steep learning curve** of Prefect challenging, especially needing Python knowledge and lacking some features compared to Airflow. [ See 1 mentions ](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=1137156&qs=pros-and-cons#reviews) See Related User Reviews ![Samshitha V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Samshitha V.") SV Samshitha V. Mid-Market (51-1000 emp.) 5.0/5 "Experiencing Prefect as Orchestration tool" What do you dislike about Prefect? Need Python knowledge to work on prefect and need to have some more features where Airflow is ahead ##### 4. Limited Features Users feel they require **Python knowledge** and find Prefect's features limited compared to Airflow's offerings. [ See 1 mentions ](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=1136757&qs=pros-and-cons#reviews) See Related User Reviews ![Samshitha V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Samshitha V.") SV Samshitha V. Mid-Market (51-1000 emp.) 5.0/5 "Experiencing Prefect as Orchestration tool" What do you dislike about Prefect? Need Python knowledge to work on prefect and need to have some more features where Airflow is ahead ##### 5. Maintenance Issues Users experience **maintenance issues** with Prefect, feeling the solutions are inadequate for large scale operations. [ See 1 mentions ](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=2312568&qs=pros-and-cons#reviews) See Related User Reviews ![Kyle H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Kyle H.") KH Kyle H. Mid-Market (51-1000 emp.) 4.5/5 "Dev friendly orchestration tool" What do you dislike about Prefect? When getting into really large scale runs, it can sometimes choke. I feel the solutions their team gives us are kind of bandaid hacks to things their ## Top-Rated Alternatives [ ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks") Databricks 4.6/5(1,365) ](https://www.g2.com/products/databricks/reviews) [ ![PagerDuty](https://images.g2crowd.com/uploads/product/hd_favicon/d1d426a36640ab716bab27171994b964/pagerduty.svg "PagerDuty") PagerDuty 4.5/5(972) ](https://www.g2.com/products/pagerduty/reviews) [ ![Hightouch](https://images.g2crowd.com/uploads/product/hd_favicon/4e0c9eac0b98e80958b8094955e8a4b7/hightouch.svg "Hightouch") Hightouch 4.6/5(399) ](https://www.g2.com/products/hightouch/reviews) [ View All Alternatives ](https://www.g2.com/products/prefect/competitors/alternatives) ![Juan B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Juan B.") JB Juan B. Small-Business (50 or fewer emp.) 8/22/2023 "Pretty Solid Orchestration tool" 4.5/5 What do you like best about Prefect? It is quite easy to anotate existing python code and convert it in a prefect flow without changing a lot of code. The hybrid architecture which uses agents or workers allows you to have a lot of flexibility on where and how the code is executed. This also allows you to have isolated environments for every flow in a cleaner way than something like airflow. Review collected by and hosted on G2.com. What do you dislike about Prefect? Prefect 2 is still a young framework and it is still under construction so expect it to have a lot of constant updates and posible breaking changes. Its community is not as big as something liker "Airflow" so it lacks a lot of connectors and also some of them are not frequently updated. Review collected by and hosted on G2.com. What problems is Prefect solving and how is that benefiting you? Prefect has allowed us to orchestrate all the processes needed to create and maintain our data warehouse and our data lake while being simpler and cheaper than Airflow. Review collected by and hosted on G2.com. Show More 8/28/2023 Current UserValidated ReviewerSource: Organic ![Verified User in Financial Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Financial Services") AF Verified User in Financial Services Enterprise (\> 1000 emp.) 11/3/2023 "a fantastic product" 4/5 What do you like best about Prefect? I recently had the opportunity to adopt a Prefect centric ETL orchestration pattern and I have to say, it has been a game-changer. It was perfect for our situation where we had multiple locations with different setups, but wanted a common logging and deployment pattern. What impressed me the most was how user-friendly Prefect is. It's much more straightforward compared to complex solutions like Argo Events, and or relatively mature products like Airflow. If youre in the python space working on ETL, you should be using this product. But what really got me excited was Prefect's recent introduction of their AI tool called Marvin. It's fantastic for small "AI functions" and it allows us to leverage chatGPT results as a structured object type. This has added a whole new level of efficiency to our ETL processes cleaning up free text fields into structured categories. Overall, I can confidently say that Prefect has exceeded our expectations. It's been a breeze to use and has greatly improved our ETL workflow. I highly recommend it to anyone in need of a reliable ETL orchestrator. Review collected by and hosted on G2.com. What do you dislike about Prefect? There have been several breaking changes pushed over minor releases. Additionally they seem to have siliently stopped fixing bugs related to the "agents" in favor of the "workers" approach. The fact that there are known bugs with agents that will not be fixed in favor of the user adopting an entirely new pattern does get frustrating as a paying customer. Review collected by and hosted on G2.com. What problems is Prefect solving and how is that benefiting you? it solves container orchestration Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Aayush K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Aayush K.") AK Aayush K. Small-Business (50 or fewer emp.) 8/17/2023 "Power in the workflow" 4.5/5 What do you like best about Prefect? Using Prefect has transformed my workflow management. Its hybrid execution model offers unparalleled flexibility, allowing local or distributed system runs. I particularly appreciate the dynamic pipeline construction, which adjusts based on intermediate results. The rich state system provides an insightful view of task execution, and the native Python API integrates seamlessly with my existing stack. Moreover, the UI dashboard, Prefect Cloud, is a game-changer for monitoring and visualizing flow runs. With its robust features and active open-source community, Prefect is an essential tool in my data toolkit. Review collected by and hosted on G2.com. What do you dislike about Prefect? Setting up flows on the cloud felt intricate, and mastering the visualization tools in Prefect Cloud took time. Occasionally, its vast features were overwhelming, and the dynamic pipelines, though innovative, sometimes added complexity. Review collected by and hosted on G2.com. What problems is Prefect solving and how is that benefiting you? Using Prefect has simplified my workflow management immensely. Before, I wrestled with fragmented scripts and manual tasks; now, I can easily automate complex processes. Its adaptability lets me run tasks either locally or in the cloud, fitting my varying needs. Plus, the dashboard offers a clear view of my workflows, ensuring I'm informed and in control. With Prefect, I spend less time troubleshooting and more time focusing on what truly matters in my projects. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") AI Verified User in Information Technology and Services Enterprise (\> 1000 emp.) 10/31/2023 "Assist our Business to grow the industrialisation of their scripting" 4.5/5 What do you like best about Prefect? - Nice scheduling platform that allow our Business department to grow their autonomy by scheduling their script to increase their productivity - it allow us to keep the monitoring of their scheduling with our Flow center of Excellence. - Our administrators can easily spot flows in errors and fix them before the Business figured it out - I like the Support onboarding to help us customise our setup with AWS - Prefect team allow us to adpat our setup with the new version - It helped us to customise the helm chart to deploy our infrastructure with our kubernetes cluster on prem so we can orchestrate both in the cloud and on premise. Review collected by and hosted on G2.com. What do you dislike about Prefect? - Implementation can be a bit tough depending on your company security rules to open access with your Cloud provider (AWS in our case) Review collected by and hosted on G2.com. What problems is Prefect solving and how is that benefiting you? Handover the scheduling of Python script execution to non Business departments (non IT) in the Citizen Developments scope Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Pandharinath J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pandharinath J.") PJ Pandharinath J. Senior Technical Architect Mid-Market (51-1000 emp.) 8/17/2023 "Orchestrate your data flows perfect through perfect. !!" 4.5/5 What do you like best about Prefect? Prefect is new aged orchestration tool, designed for cloud databases. At core, it is based on python which makes it very flexible, stable, cost efficent tool to orchestrate your data pipelines. WIth prefect open source, you can literlly do magic to your data pipelines at no cost. It helps to build resilient data pipeines by running the flows on flexible infrastrucure like local process, docker, kubernets, AWS, Azure containers etc. Your prefect code stays within your organization only flow runs metadata pushed to intuitive prefect UI to gain better control and visibility on your data pipeline execution. With prefect, you can build scalable, automated and resilient pipelines using features of logs rention, concurrency retries and RBAC based execution. Review collected by and hosted on G2.com. What do you dislike about Prefect? Sometime felts short of examples/demo code while referring prefect documenation but I hope that will improve over time. There is no downside as in using prefect if you have python expertise on your side. Review collected by and hosted on G2.com. What problems is Prefect solving and how is that benefiting you? Prefect blends with other ELT tool such as DBT and have dedicated python libraries which can be used to orchestrate dbt pipelines. With prefect, we can scale, automate the deployment code for various business data mart pipelines. Prefect allows to divide big pipelines into different task and run them either in serial or parallel as per requirement. These task then can be grouped into flows to represent one single unit of workflow. Subflow can also be used within flows if pipelines are big and complex to simlpy business logic. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic AB Adithya B. Small-Business (50 or fewer emp.) 11/3/2023 "Prefect powers Data Scientists to iterate on prod code development faster" 5/5 What do you like best about Prefect? Prefect powers Data Scientists to iterate on prod code development faster and gives engineers flexibilty and scalability to host it in multiple places including on prem and on cloud. Especially easy to use for data scientists using the decorators compared to cumbersome syntax which need practice like Airflow. Review collected by and hosted on G2.com. What do you dislike about Prefect? The tool is every evolving to some of the desirable features are not available and need to wait for them to be implemented. Review collected by and hosted on G2.com. What problems is Prefect solving and how is that benefiting you? It helps us automate the workflow pipelines and data processing jobs which help feed into larger ML model systems. It has given us convenience in hosting it on multiple platforms and runs jobs suiting our data needs and infra requirements. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Kendall S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Kendall S.") KS Kendall S. Mid-Market (51-1000 emp.) 8/15/2023 "Forget your Airflow days. Prefect does it all and even better in a cloud-first world." 5/5 What do you like best about Prefect? Overall - I appreciate the simplicity Prefect provides and recommend it to all small-mid data teams. It allows myself to scale data pipelines effortlessly, ensuring full focus to be on the code itself. In the time I have been using Prefect it has matured significantly, documentation is in a much better state and currently extremely helpful. The open-source packages coupled with the 'blocks' system has saved me a ton of time (and provides a silky smooth local \> prod workflow). Review collected by and hosted on G2.com. What do you dislike about Prefect? Not many, if any, negatives to say about Prefect. My biggest pet-peeve is potentially the scattering of kinda unhelpful views in the UI (though they are flexible, but just give me summary and overviews first please). This has recently been improved with the addition of a "dashboard" view, providing at a glance statuses. Still it isn't perfect, I'm sure they will continue to improve though. Review collected by and hosted on G2.com. What problems is Prefect solving and how is that benefiting you? Orchestration of data pipelines and data model building. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic AB Andraz B. Small-Business (50 or fewer emp.) 8/16/2023 "Great for ETL and DataScience" 4/5 What do you like best about Prefect? I like that the product is a open source code and that they provide you with a service (Cloud) that solves all the borring stuff like IAM /RBACfor you. The flows and task python apis are great. Simple to understand for data scientist. One of the best platforms for ETL Review collected by and hosted on G2.com. What do you dislike about Prefect? Some of the concepts are quite complex (Infrastructure block) and the documentation is not explaining them well. YOu can then find official Prefect YT videos that do better. Some of the solutions are a bit lacky/sloppy once you really use them. For example Prefect AWS worker that spawns ECS tasks will do that in a way that it triggers AWS API rate limiting. Review collected by and hosted on G2.com. What problems is Prefect solving and how is that benefiting you? UI representations of work flows that are split into smaller tasks. We use it to manage data science workloads. The UI is nice. It helps us scale the capacity of the data that we can process. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic RR Richard R. Mid-Market (51-1000 emp.) 12/28/2023 "Prefect Offered us a robust Orchestration Layer" 5/5 What do you like best about Prefect? Accelerated our product release with robust Orchrestration capabilities and ability to generate top notch KPIs. Great for our managed service platform. Review collected by and hosted on G2.com. What do you dislike about Prefect? The Downside is when customers want the same functionality and insist upon using other tools for Orchrestration. Doable, but not as efficient nor robust. Review collected by and hosted on G2.com. What problems is Prefect solving and how is that benefiting you? We've integrated Prefect to create automated data pipelines with full audit trail, self service and KPIs. It's seamless with our MDM product exf Insights and we've used it to create automated workflows with our own added exception handling and repair capability at the field attribute level. The result is a professional looking product that can be incorporated into our CI/CD pipelines. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Harison M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Harison M.") HM Harison M. Mid-Market (51-1000 emp.) 9/14/2023 "Review of workflow orchestration with Prefect" 5/5 What do you like best about Prefect? It has a great developer experience: I can develop my workflows in a jupyter notebook(including Colab). This allows me to do experiments before moving code that works in a Python script. Prefect blocks are another great feature which simplifies separating config from code. Review collected by and hosted on G2.com. What do you dislike about Prefect? Some abstractions leak. I've had some challenges setting up a cloud-run push pool with access to on-prem DBs via a serverless VPC connector. The job template has an issue that I managed to fix after reading through Cloud Run REST API docs. Review collected by and hosted on G2.com. What problems is Prefect solving and how is that benefiting you? Prefect has made scheduling, executing and monitoring data pipelines written in Python quite easy and low-maintenance. The hybrid model allows much flexibility in scaling execution infrastructure, allowing economical use of resources. Review collected by and hosted on G2.com. 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