# Apache Airflow vs Node-RED Comparison
---
## AI Generated Summary
- Users report that Apache Airflow excels in its ability to handle complex workflows, with features like Directed Acyclic Graphs (DAGs) that allow for intricate task dependencies, making it a strong choice for data engineering teams.
- Reviewers mention that Node-RED shines in its user-friendly interface, allowing for easy drag-and-drop functionality, which is particularly beneficial for small businesses looking to quickly prototype and deploy applications without extensive coding knowledge.
- G2 users highlight that Apache Airflow has a steeper learning curve, with an ease of setup score of 7.7, while Node-RED boasts a much higher score of 9.5, indicating that users find it significantly easier to get started with Node-RED.
- Users on G2 report that the quality of support for Apache Airflow is rated at 7.8, which some find lacking compared to Node-RED's support rating of 8.0, suggesting that users may have a slightly better experience when seeking help with Node-RED.
- Reviewers say that while Apache Airflow has a strong product direction with a positive rating of 9.6, Node-RED's lower score of 8.2 indicates that users may feel less confident about its future development and feature enhancements.
- Users report that Apache Airflow is favored by mid-market companies for its robust capabilities, while Node-RED is preferred by small businesses for its simplicity and ease of use, reflecting the different target audiences and use cases for each product.



| | Apache Airflow | Node-RED | 
|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 128 | 25 | 
| **Largest Market Segment** | Mid-Market (45.5% of reviews) | Small-Business (66.7% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Apache Airflow

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

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

### Node-RED

Pros:
- Features (2 reviews)
- Automation (1 reviews)

Cons:
- Limited Functionality (1 reviews)
- Missing Features (1 reviews)

---
## Ratings Comparison
| Rating | Apache Airflow | Node-RED | 
|---|---|---|
  | **Meets Requirements** | 9.1 (94 reviews) | 8.9 (17 reviews) | 
  | **Ease of Use** | 8.4 (94 reviews) | 9.5 (17 reviews) | 
  | **Ease of Setup** | 7.8 (58 reviews) | 9.5 (10 reviews) | 
  | **Ease of Admin** | 8.3 (30 reviews) | 9.5 (7 reviews) | 
  | **Quality of Support** | 8.2 (86 reviews) | 7.9 (12 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (29 reviews) | 8.6 (6 reviews) | 
  | **Product Direction (% positive)** | 9.5 (88 reviews) | 8.5 (16 reviews) | 

---
## Pricing

### Apache Airflow

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Node-RED

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Apache Airflow** | 8.8/10 | 11 |
| **Node-RED** | N/A | N/A |

#### Deployment

| Feature | Apache Airflow | Node-RED | 
|---|---|---|
| **Language Flexibility** | 8.8 (10 reviews) | Not enough data | 
| **Framework Flexibility** | 8.8 (11 reviews) | Not enough data | 
| **Versioning** | 8.7 (10 reviews) | Not enough data | 
| **Ease of Deployment** | 8.6 (11 reviews) | Not enough data | 
| **Scalability** | 9.1 (11 reviews) | Not enough data | 

#### Deployment

| Feature | Apache Airflow | Node-RED | 
|---|---|---|
| **Language Flexibility** | 8.8 (11 reviews) | Not enough data | 
| **Framework Flexibility** | 9.0 (10 reviews) | Not enough data | 
| **Versioning** | 8.8 (10 reviews) | Not enough data | 
| **Ease of Deployment** | 8.6 (11 reviews) | Not enough data | 
| **Scalability** | 9.5 (10 reviews) | Not enough data | 

#### Management

| Feature | Apache Airflow | Node-RED | 
|---|---|---|
| **Cataloging** | 8.8 (10 reviews) | Not enough data | 
| **Monitoring** | 8.7 (10 reviews) | Not enough data | 
| **Governing** | 9.0 (10 reviews) | Not enough data | 
| **Model Registry** | 8.8 (10 reviews) | Not enough data | 

#### Operations

| Feature | Apache Airflow | Node-RED | 
|---|---|---|
| **Metrics** | 8.5 (11 reviews) | Not enough data | 
| **Infrastructure management** | 8.8 (10 reviews) | Not enough data | 
| **Collaboration** | 9.0 (10 reviews) | Not enough data | 

#### Management

| Feature | Apache Airflow | Node-RED | 
|---|---|---|
| **Cataloging** | 9.0 (10 reviews) | Not enough data | 
| **Monitoring** | 8.8 (10 reviews) | Not enough data | 
| **Governing** | 9.0 (10 reviews) | Not enough data | 

#### Generative AI

| Feature | Apache Airflow | Node-RED | 
|---|---|---|
| **AI Text Generation** | 8.2 (10 reviews) | Not enough data | 
| **AI Text Summarization** | 8.3 (10 reviews) | Not enough data | 

### AI Orchestration

| Product | Score | Reviews |
|---|---|---|
| **Apache Airflow** | 8.3/10 | 25 |
| **Node-RED** | N/A | N/A |

#### Workflow Design & Integration - AI Orchestration

| Feature | Apache Airflow | Node-RED | 
|---|---|---|
| **Dependency Management** | 8.6 (23 reviews) | Not enough data | 
| **Workflow Coordination** | 8.4 (20 reviews) | Not enough data | 
| **Multi-Provider API Connectivity** | 8.7 (21 reviews) | Not enough data | 
| **Multi-Step Workflow Creation** | 8.7 (19 reviews) | Not enough data | 
| **Enterprise System Integration** | 8.9 (19 reviews) | Not enough data | 
| **Real-Time Data Pipelines** | 7.9 (17 reviews) | Not enough data | 

#### Performance Optimization & Analytics - AI Orchestration

| Feature | Apache Airflow | Node-RED | 
|---|---|---|
| **Workflow Performance Dashboards** | 8.4 (20 reviews) | Not enough data | 
| **Workflow Reporting** | 7.9 (17 reviews) | Not enough data | 
| **Resource Utilization Monitoring** | 8.7 (17 reviews) | Not enough data | 
| **Computational Resource Management** | 7.4 (17 reviews) | Not enough data | 
| **Dynamic Scaling** | 8.3 (17 reviews) | Not enough data | 
| **Component Monitoring** | 8.7 (19 reviews) | Not enough data | 

#### Governance & Compliance Controls - AI Orchestration

| Feature | Apache Airflow | Node-RED | 
|---|---|---|
| **Regulatory Compliance** | 8.0 (16 reviews) | Not enough data | 
| **Governance Policy Enforcement** | 7.6 (16 reviews) | Not enough data | 
| **Role-Based Access Control** | 8.3 (17 reviews) | Not enough data | 
| **Audit Trail Management** | 8.2 (18 reviews) | Not enough data | 
| **Security Protocols** | 8.5 (17 reviews) | Not enough data | 

---
## Categories

**Unique to Apache Airflow (2):** [AI Orchestration Software](https://www.g2.com/categories/ai-orchestration), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms)

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


---
## Reviewer Demographics

### By Company Size

| Segment | Apache Airflow | Node-RED | 
|---|---|---|
| **Small-Business** | 22.8% | 66.7% | 
| **Mid-Market** | 45.5% | 16.7% | 
| **Enterprise** | 31.7% | 16.7% | 

### By Industry

#### Apache Airflow

- **Information Technology and Services:** 24.2%
- **Computer Software:** 16.7%
- **Financial Services:** 10.8%
- **Marketing and Advertising:** 4.2%
- **Banking:** 3.3%
- **Retail:** 3.3%
- **Food & Beverages:** 2.5%
- **Hospital & Health Care:** 2.5%
- **Internet:** 2.5%
- **Accounting:** 1.7%
- **Other:** 28.3%

#### Node-RED

- **Computer Software:** 16.7%
- **Information Technology and Services:** 12.5%
- **Industrial Automation:** 12.5%
- **Mechanical or Industrial Engineering:** 8.3%
- **Environmental Services:** 8.3%
- **Machinery:** 4.2%
- **International Trade and Development:** 4.2%
- **Insurance:** 4.2%
- **Information Services:** 4.2%
- **Food & Beverages:** 4.2%
- **Other:** 20.8%

---
## Alternatives

### Alternatives to Apache Airflow

- [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews) — 4.6/5 stars (7582 reviews)
- [Camunda](https://www.g2.com/products/camunda/reviews) — 4.5/5 stars (327 reviews)
- [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) — 4.5/5 stars (772 reviews)
- [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (777 reviews)
- [Nintex](https://www.g2.com/products/nintex-nintex/reviews) — 4.3/5 stars (1322 reviews)
- [Zapier](https://www.g2.com/products/zapier/reviews) — 4.5/5 stars (2082 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1335 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (756 reviews)
- [IBM watsonx Orchestrate](https://www.g2.com/products/ibm-watsonx-orchestrate/reviews) — 4.4/5 stars (392 reviews)
- [Automation Anywhere Agentic Process Automation](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) — 4.5/5 stars (5590 reviews)

### Alternatives to Node-RED

- [pip python](https://www.g2.com/products/pip-python/reviews) — 4.6/5 stars (34 reviews)
- [Okta](https://www.g2.com/products/okta/reviews) — 4.5/5 stars (1244 reviews)
- [Termius](https://www.g2.com/products/termius/reviews) — 4.8/5 stars (260 reviews)
- [SAP Fiori](https://www.g2.com/products/sap-fiori/reviews) — 4.3/5 stars (207 reviews)
- [Progress Telerik Fiddler](https://www.g2.com/products/progress-telerik-fiddler/reviews) — 4.4/5 stars (166 reviews)
- [Chromium OS](https://www.g2.com/products/chromium-os/reviews) — 4.1/5 stars (139 reviews)
- [Ask Codi](https://www.g2.com/products/ask-codi/reviews) — 4.8/5 stars (100 reviews)
- [AWS CloudTrail](https://www.g2.com/products/aws-cloudtrail/reviews) — 4.4/5 stars (106 reviews)
- [.NET 4.5](https://www.g2.com/products/net-4-5/reviews) — 4.2/5 stars (81 reviews)
- [Facebook Login](https://www.g2.com/products/facebook-login/reviews) — 4.5/5 stars (86 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"

### Node-RED

- Title: [How do I make it simple when my Node-RED flow is too much?](https://www.g2.com/discussions/how-do-i-make-it-simple-when-my-node-red-flow-is-too-much) — 1 comment, 1 upvote
  > **Top comment:** "It depends on how you fetch sensor data into Node-Red. for example, if you getting sensor data with MQTT you can use subscription topics as mapping points as..."
- Title: [How to do easy multi-user dashboard?](https://www.g2.com/discussions/how-to-do-easy-multi-user-dashboard) — 1 comment, 1 upvote
  > **Top comment:** "This Dashboard does NOT support multiple individual users. It is a view of the status of the underlying Node-RED flow, which itself is a single user. If the..."

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