Link copied to clipboard # Apache Airflow vs ClearML Comparison - What are their main differences? Share [ Export ](/compare/apache-airflow/clearml/export.csv) Apache AirflowClearML[+ Add Product](#) Pricing **Apache Airflow** No pricing available **ClearML** Free Trial **Free** 1 seat · Free **Pricing Insights** from reviews Time to Implement **Apache Airflow** 3 months Based on 7 responses **ClearML** Not enough reviews yet Return on Investment **Apache Airflow** 6 months Based on 5 responses **ClearML** Not enough reviews yet Perceived Cost **Apache Airflow** $$$$$ **ClearML** Not enough reviews yet Average Discount **Apache Airflow** Not enough reviews yet **ClearML** Not enough reviews yet **Pros & Cons** from reviews **Apache Airflow** [ Ease of Use (35) ](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=1882903&qs=pros-and-cons#reviews)[ User Interface (18) ](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=1883162&qs=pros-and-cons#reviews)[ Difficult Setup (13) ](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=2261802&qs=pros-and-cons#reviews)[ Learning Curve (9) ](https://www.g2.com/products/apache-airflow/reviews?filters%5Bsentiment_snippet%5D=2214616&qs=pros-and-cons#reviews) **ClearML** Not enough data Integrations **Apache Airflow** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-emr.jpg "Product Avatar Image") Amazon EMR ](https://www.g2.com/products/amazon-emr/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_cacdec8b8edeace9b3c89e0c2cded695/amazon-s3-glacier.jpg "Product Avatar Image") Amazon S3 Glacier ](https://www.g2.com/products/amazon-s3-glacier/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_13aba37ae908d9cf29a2452925257ccc/azure-databricks.jpeg "Product Avatar Image") Azure Databricks ](https://www.g2.com/products/azure-databricks/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_96b275379465d759df5bffd0099d849a/google-cloud-bigquery.png "Product Avatar Image") BigQuery ](https://www.g2.com/products/google-cloud-bigquery/reviews)[ View all ](https://www.g2.com/products/apache-airflow/integrations) **ClearML** Not enough data Screenshots **Apache Airflow** No screenshot available **ClearML** ![ClearML screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1239543/420.png) **Ratings** from reviews Meets Requirements **Apache Airflow** 9.1 9.196 **ClearML** 9.1 9.111 Ease of Use **Apache Airflow** 8.5 8.596 **ClearML** 8.9 8.911 Ease of Setup **Apache Airflow** 7.9 7.960 **ClearML** Not enough data Ease of Admin **Apache Airflow** 8.4 8.432 **ClearML** Not enough data Quality of Support **Apache Airflow** 8.2 8.288 **ClearML** 9.0 9.010 Has the product been a good partner in doing business? **Apache Airflow** 8.7 8.731 **ClearML** Not enough data Product Direction (% positive) **Apache Airflow** 9.5 9.590 **ClearML** 10.0 10.011 **Features** ratings from reviews MLOps Platforms 8.8 11 9.2 8 AI Orchestration 8.4 27 Not enough data User Insights **Reviewers' Company Size** Small-Business(50 or fewer emp.) 22.4% Mid-Market(51-1000 emp.) 46.4% Enterprise(\> 1000 emp.) 31.2% Small-Business(50 or fewer emp.) 22.4% Mid-Market(51-1000 emp.) 46.4% Enterprise(\> 1000 emp.) 31.2% Small-Business(50 or fewer emp.) 53.8% Mid-Market(51-1000 emp.) 30.8% Enterprise(\> 1000 emp.) 15.4% Small-Business(50 or fewer emp.) 53.8% Mid-Market(51-1000 emp.) 30.8% Enterprise(\> 1000 emp.) 15.4% **Reviewers' Industry** [![Apache Airflow](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_dc218a7b4e898f9384267cbd98b09aa8/apache-airflow.jpg "Apache Airflow")](https://www.g2.com/products/apache-airflow/reviews) Apache Airflow Information Technology and Services 24.6% Computer Software 16.4% Financial Services 10.7% Marketing and Advertising 4.1% Banking 3.3% Other 41.0% [![ClearML](https://images.g2crowd.com/uploads/product/hd_favicon/b7c3fc3339c756c2d63d29746892edf4/clearml.svg "ClearML")](https://www.g2.com/products/clearml/reviews) ClearML Information Technology and Services 38.5% Computer Software 38.5% Media Production 7.7% Hospital & Health Care 7.7% Consumer Goods 7.7% Other 0.0% FAQs ## Apache Airflow vs ClearML FAQs Generated using AI Last updated: August 16, 2026 ### What is the difference between Apache Airflow vs ClearML? Apache Airflow is distinguished by its higher review volume and enterprise-grade workflow orchestration, while ClearML is rated higher for support and ease of use. | [Apache Airflow](https://www.g2.com/products/apache-airflow/reviews) | [ClearML](https://www.g2.com/products/clearml/reviews) | | --- | --- | | 4.4/5 (130 reviews) | 4.7/5 (13 reviews) | | — | — | | 7.8 | — | | 8.2 | 9.0 | | Ease of Use (35 all-time mentions) | Experiment Tracking and Automation | ### How do the pricing models of Apache Airflow and ClearML compare? ClearML is rated higher for value, with reviewers expressing greater satisfaction with its pricing and cost structure. - **Apache Airflow:** Reviewers highlight that Apache Airflow is free of cost but note that compute costs apply when used on cloud platforms. - **ClearML:** In recent reviews, ClearML is described as easy to set up and less complex to use, with positive sentiment around its value and cost-effectiveness for AI model management. ### What are the best alternatives to Apache Airflow and ClearML? The top three alternatives to Apache Airflow and ClearML are Weights & Biases, UiPath Agentic Automation, and Camunda. | Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength | | --- | --- | --- | --- | --- | | [Apache Airflow](https://www.g2.com/products/apache-airflow/reviews) | 4.4/5 (130 reviews) | — | Free of cost, compute costs on cloud | Ease of Use (35 all-time mentions) | | [ClearML](https://www.g2.com/products/clearml/reviews) | 4.7/5 (13 reviews) | — | Positive value sentiment, easy setup | Experiment Tracking and Automation | | [Weights & Biases](https://www.g2.com/products/weights-biases/reviews) | 4.5/5 (55 reviews) | Small-Business | — | Experiment Tracking | | [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews) | 4.6/5 (7581 reviews) | Enterprise | — | Automation | | [Camunda](https://www.g2.com/products/camunda/reviews) | 4.5/5 (327 reviews) | Enterprise | — | Workflow Automation | ### Which AI Orchestration features should I prioritize when comparing Apache Airflow and ClearML? Buyers should prioritize ease of use, integration capabilities, automation features, user interface, and support quality when comparing Apache Airflow and ClearML. - **Ease of Use:** Apache Airflow: 35 all-time mentions; ClearML: 8.9/10 score - **Integration Capabilities:** Apache Airflow: Integrations (10 all-time mentions), Easy Integrations (10 all-time mentions); ClearML: Reviewers cite easy integration with ML tools - **Automation Features:** Apache Airflow: Automation (10 all-time mentions); ClearML: Automation and experiment tracking highlighted in reviews - **User Interface:** Apache Airflow: User Interface (18 all-time mentions); ClearML: Excellent UI/UX cited in recent reviews - **Support Quality:** Apache Airflow: 8.2/10; ClearML: 9.0/10 ### What are the pros and cons of Apache Airflow vs ClearML? Apache Airflow's headline strength is its flexibility and workflow orchestration, while ClearML stands out for ease of use and experiment tracking. - **Apache Airflow strengths:** Flexibility (13 all-time mentions), Ease of Use (35 all-time mentions), Automation (10 all-time mentions), User Interface (18 all-time mentions), Integrations (10 all-time mentions), Scalability (6 all-time mentions) - **Apache Airflow trade-offs:** Difficult Setup (13 all-time mentions), Learning Curve (9 all-time mentions), Steep Learning Curve (8 all-time mentions), Outdated User Interface (6 all-time mentions), Complexity (5 all-time mentions), Performance Issues (5 all-time mentions) - **ClearML strengths:** Reviewers highlight easy setup, excellent UI/UX, strong experiment tracking, and automation features - **ClearML trade-offs:** Some reviewers note limited language support (primarily Python), initial setup complexity for on-prem deployments, and a need for more detailed documentation ### Is Apache Airflow or ClearML better for small businesses? ClearML is the better fit for small businesses, with a higher ease of use score and positive sentiment around setup and value. - **Apache Airflow:** Largest segment not specified; reviewers note a steep learning curve and higher setup complexity, which can be challenging for small teams. - **ClearML:** Largest segment not specified; reviewers consistently highlight easy setup, intuitive UI, and rapid onboarding, making it attractive for small-business use cases. ### Which AI Orchestration platform has better integrations? Apache Airflow is favored for integrations, with more reviewer-cited integration options and higher all-time mention counts. - **Apache Airflow:** Kubernetes (4 all-time mentions), GitHub (2 all-time mentions), Snowflake (2 all-time mentions); reviewers frequently cite broad integration capabilities with cloud services and databases. - **ClearML:** Reviewers mention integration with ML tools such as Scikit-learn, TensorFlow, and Pandas, with positive sentiment around easy integration for AI/ML workflows. ### How do Apache Airflow and ClearML compare on customer support? ClearML scores higher on Quality of Support, with a 0.8-point advantage over Apache Airflow (9.0 vs 8.2). - **Apache Airflow:** Reviewers describe support as responsive and helpful, with 3 all-time mentions of customer support and positive sentiment in recent reviews. - **ClearML:** Reviewers consistently highlight responsive and adequate support, with several citing a helpful online community and frequent onboarding resources. ### Which is easier to implement, Apache Airflow or ClearML? Apache Airflow and ClearML are rated at parity on Ease of Setup, with reviewers noting both products are straightforward to implement but ClearML is often described as less complex for new users. - **Apache Airflow:** Reviewers note setup can be complex, especially for beginners, with a steep learning curve and infrastructure requirements, but also mention that managed services simplify deployment. - **ClearML:** Reviewers highlight easy setup, quick onboarding, and intuitive usage, with positive sentiment around rapid implementation and minimal DevOps reliance. 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