# Apache Airflow vs ClearML Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Apache Airflow excels in providing a robust scheduling system, allowing users to automate workflows seamlessly. Many users appreciate its ability to handle complex task dependencies and backfilling tasks, making it a reliable choice for managing project flows.
- **Users say** that ClearML stands out for its exceptional experiment tracking capabilities, which some reviewers consider to be the best in class. This feature is particularly beneficial for teams looking to streamline their machine learning workflows and maintain clarity in their processes.
- **According to verified reviews** , Apache Airflow has a more extensive user base, reflected in its higher G2 Score and total number of reviews. This suggests a broader community support and more resources available for troubleshooting and best practices.
- **Reviewers mention** that ClearML offers extensive customization options, which can be a double-edged sword. While it allows for tailored solutions, some users note that the initial setup can be complex and may require a significant commitment to fully leverage its capabilities.
- **Users highlight** that Apache Airflow's web-based UI and Python scripting features make it user-friendly, especially for those familiar with Python. This ease of use is a significant advantage for teams looking to quickly implement and manage their workflows without steep learning curves.
- **G2 reviewers indicate** that ClearML's support quality is highly rated, with users appreciating the responsiveness and helpfulness of the support team. This can be a crucial factor for businesses that require reliable assistance during implementation and ongoing use.



| | Apache Airflow | ClearML | 
|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.7 out of 5 | 
| **Total Reviews** | 126 | 13 | 
| **Largest Market Segment** | Mid-Market (44.6% of reviews) | Small-Business (53.8% of reviews) | 
| **Entry Level Price** | No pricing available | Free 1 seat | 

---
## Top Pros & Cons

### Apache Airflow

Pros:
- Ease of Use (35 reviews)
- User Interface (18 reviews)

Cons:
- Difficult Setup (13 reviews)
- Learning Curve (9 reviews)

### ClearML

**Not enough data**

---
## Ratings Comparison
| Rating | Apache Airflow | ClearML | 
|---|---|---|
  | **Meets Requirements** | 9.0 (92 reviews) | 9.1 (11 reviews) | 
  | **Ease of Use** | 8.4 (92 reviews) | 8.9 (11 reviews) | 
  | **Ease of Setup** | 7.7 (56 reviews) | Not enough data | 
  | **Ease of Admin** | 8.3 (30 reviews) | Not enough data | 
  | **Quality of Support** | 8.2 (84 reviews) | 9.0 (10 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (29 reviews) | Not enough data | 
  | **Product Direction (% positive)** | 9.5 (86 reviews) | 10.0 (11 reviews) | 

---
## Pricing

### Apache Airflow

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### ClearML

#### Entry-Level Pricing

Plan: Free 

Price: Free 1 seat

Key Features:
- Open Source, End-to-End MLOPs Platform 

[Learn more about ClearML](https://www.g2.com/products/clearml/reviews)

#### Free Trial

Yes

---
## Features Comparison By Category

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Apache Airflow** | 8.5/10 | 9 |
| **ClearML** | 9.2/10 | 8 |

#### Deployment

| Feature | Apache Airflow | ClearML | 
|---|---|---|
| **Language Flexibility** | 8.5 (8 reviews) | 10.0 (5 reviews) | 
| **Framework Flexibility** | 8.5 (9 reviews) | 9.2 (6 reviews) | 
| **Versioning** | 8.5 (8 reviews) | 10.0 (6 reviews) | 
| **Ease of Deployment** | 8.3 (9 reviews) | 9.7 (5 reviews) | 
| **Scalability** | 8.9 (9 reviews) | 10.0 (6 reviews) | 

#### Deployment

| Feature | Apache Airflow | ClearML | 
|---|---|---|
| **Language Flexibility** | 8.5 (9 reviews) | 9.2 (6 reviews) | 
| **Framework Flexibility** | 8.8 (8 reviews) | 8.8 (8 reviews) | 
| **Versioning** | 8.5 (8 reviews) | 9.4 (8 reviews) | 
| **Ease of Deployment** | 8.3 (9 reviews) | 9.0 (7 reviews) | 
| **Scalability** | 9.4 (8 reviews) | 9.8 (8 reviews) | 

#### Management

| Feature | Apache Airflow | ClearML | 
|---|---|---|
| **Cataloging** | 8.5 (8 reviews) | 8.9 (6 reviews) | 
| **Monitoring** | 8.3 (8 reviews) | 8.3 (6 reviews) | 
| **Governing** | 9.0 (8 reviews) | 9.3 (5 reviews) | 
| **Model Registry** | 8.5 (8 reviews) | 9.5 (7 reviews) | 

#### Operations

| Feature | Apache Airflow | ClearML | 
|---|---|---|
| **Metrics** | 8.1 (9 reviews) | 8.8 (7 reviews) | 
| **Infrastructure management** | 8.5 (8 reviews) | 8.6 (7 reviews) | 
| **Collaboration** | 8.8 (8 reviews) | 9.4 (8 reviews) | 

#### Management

| Feature | Apache Airflow | ClearML | 
|---|---|---|
| **Cataloging** | 8.8 (8 reviews) | 9.3 (7 reviews) | 
| **Monitoring** | 8.5 (8 reviews) | 8.5 (8 reviews) | 
| **Governing** | 8.8 (8 reviews) | 9.2 (6 reviews) | 

#### Generative AI

| Feature | Apache Airflow | ClearML | 
|---|---|---|
| **AI Text Generation** | 7.7 (8 reviews) | Not enough data | 
| **AI Text Summarization** | 7.9 (8 reviews) | Not enough data | 

### AI Orchestration

| Product | Score | Reviews |
|---|---|---|
| **Apache Airflow** | 8.1/10 | 23 |
| **ClearML** | N/A | N/A |

#### Workflow Design & Integration - AI Orchestration

| Feature | Apache Airflow | ClearML | 
|---|---|---|
| **Dependency Management** | 8.5 (21 reviews) | Not enough data | 
| **Workflow Coordination** | 8.2 (18 reviews) | Not enough data | 
| **Multi-Provider API Connectivity** | 8.5 (19 reviews) | Not enough data | 
| **Multi-Step Workflow Creation** | 8.5 (17 reviews) | Not enough data | 
| **Enterprise System Integration** | 8.7 (17 reviews) | Not enough data | 
| **Real-Time Data Pipelines** | 7.7 (15 reviews) | Not enough data | 

#### Performance Optimization & Analytics - AI Orchestration

| Feature | Apache Airflow | ClearML | 
|---|---|---|
| **Workflow Performance Dashboards** | 8.2 (18 reviews) | Not enough data | 
| **Workflow Reporting** | 7.7 (15 reviews) | Not enough data | 
| **Resource Utilization Monitoring** | 8.6 (15 reviews) | Not enough data | 
| **Computational Resource Management** | 7.0 (15 reviews) | Not enough data | 
| **Dynamic Scaling** | 8.1 (15 reviews) | Not enough data | 
| **Component Monitoring** | 8.5 (17 reviews) | Not enough data | 

#### Governance & Compliance Controls - AI Orchestration

| Feature | Apache Airflow | ClearML | 
|---|---|---|
| **Regulatory Compliance** | 7.7 (14 reviews) | Not enough data | 
| **Governance Policy Enforcement** | 7.3 (14 reviews) | Not enough data | 
| **Role-Based Access Control** | 8.1 (15 reviews) | Not enough data | 
| **Audit Trail Management** | 8.1 (16 reviews) | Not enough data | 
| **Security Protocols** | 8.3 (15 reviews) | Not enough data | 

---
## Categories
**Shared Categories (1):** [MLOps Platforms](https://www.g2.com/categories/mlops-platforms)

**Unique to Apache Airflow (1):** [AI Orchestration Software](https://www.g2.com/categories/ai-orchestration)

**Unique to ClearML (1):** [Other Development Software](https://www.g2.com/categories/other-development)


---
## Reviewer Demographics

### By Company Size

| Segment | Apache Airflow | ClearML | 
|---|---|---|
| **Small-Business** | 23.1% | 53.8% | 
| **Mid-Market** | 44.6% | 30.8% | 
| **Enterprise** | 32.2% | 15.4% | 

### By Industry

#### Apache Airflow

- **Information Technology and Services:** 22.9%
- **Computer Software:** 16.9%
- **Financial Services:** 11.0%
- **Marketing and Advertising:** 4.2%
- **Banking:** 3.4%
- **Retail:** 3.4%
- **Food & Beverages:** 2.5%
- **Hospital & Health Care:** 2.5%
- **Internet:** 2.5%
- **Accounting:** 1.7%
- **Other:** 28.8%

#### ClearML

- **Information Technology and Services:** 38.5%
- **Computer Software:** 38.5%
- **Media Production:** 7.7%
- **Hospital & Health Care:** 7.7%
- **Consumer Goods:** 7.7%

---
## Alternatives

### Alternatives to Apache Airflow

- [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews) — 4.6/5 stars (7566 reviews)
- [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) — 4.5/5 stars (735 reviews)
- [Camunda](https://www.g2.com/products/camunda/reviews) — 4.5/5 stars (322 reviews)
- [Nintex](https://www.g2.com/products/nintex-nintex/reviews) — 4.3/5 stars (1322 reviews)
- [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (755 reviews)
- [Zapier](https://www.g2.com/products/zapier/reviews) — 4.5/5 stars (2056 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (767 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (735 reviews)
- [IBM watsonx Orchestrate](https://www.g2.com/products/ibm-watsonx-orchestrate/reviews) — 4.4/5 stars (391 reviews)
- [Automation Anywhere Agentic Process Automation](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) — 4.5/5 stars (5559 reviews)

### Alternatives to ClearML

- [Weights & Biases](https://www.g2.com/products/weights-biases/reviews) — 4.7/5 stars (44 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (767 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (653 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (797 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (620 reviews)
- [Okta](https://www.g2.com/products/okta/reviews) — 4.5/5 stars (1223 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (735 reviews)
- [Saturn Cloud](https://www.g2.com/products/saturn-cloud-saturn-cloud/reviews) — 4.8/5 stars (320 reviews)
- [DVC](https://www.g2.com/products/dvc/reviews) — 4.7/5 stars (11 reviews)
- [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) — 4.9/5 stars (283 reviews)

---
## Top Discussions

### Apache Airflow

- Title: [What is airflow technology?](https://www.g2.com/discussions/what-is-airflow-technology) — 1 comment
  > **Top comment:** "Airflow is a orchestration tool which can be used to create, manage and run workflows and pipelines."
- Title: [Is airflow a framework?](https://www.g2.com/discussions/is-airflow-a-framework) — 1 comment
  > **Top comment:** "Yes it’s a framework used for workflow orchestration."
- Title: [Is Apache airflow an ETL tool?](https://www.g2.com/discussions/is-apache-airflow-an-etl-tool) — 1 comment
  > **Top comment:** "Yes, we can use it to schedule and trigger ETL jobs and orchestrate them into a logical workflow "
- Title: [Who is using Apache airflow?](https://www.g2.com/discussions/who-is-using-apache-airflow) — 1 comment
  > **Top comment:** "To send custom metadata to Atlan"

### ClearML

No discussions available for this product.

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**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/apache-airflow-vs-clearml)