# Atlas, StarfishETL vs CloverDX Comparison

| | Atlas | StarfishETL | CloverDX | 
|---|---|---|---|
| **Star Rating** | 4.0 out of 5 | 4.7 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 23 | 76 | 72 | 
| **Largest Market Segment** | Mid-Market (56.5% of reviews) | Enterprise (38.0% of reviews) | Mid-Market (40.8% of reviews) | 
| **Entry Level Price** | No pricing available | $500.00 | Starting at $18,000.00 3 DXU Per Year | 

---
## Top Pros & Cons

### Atlas

Pros:
- Automation (1 reviews)
- Data Management (1 reviews)

Cons:
- Poor Customer Support (1 reviews)

### StarfishETL

**Not enough data**

### CloverDX

Pros:
- Ease of Use (9 reviews)
- Automation (7 reviews)

Cons:
- Poor Documentation (4 reviews)
- Steep Learning Curve (4 reviews)

---
## Ratings Comparison
| Rating | Atlas | StarfishETL | CloverDX | 
|---|---|---|---|
  | **Meets Requirements** | 8.5 (22 reviews) | 9.4 (68 reviews) | 8.6 (66 reviews) | 
  | **Ease of Use** | 7.4 (22 reviews) | 8.9 (68 reviews) | 8.1 (66 reviews) | 
  | **Ease of Setup** | 8.2 (10 reviews) | 8.3 (28 reviews) | 8.3 (39 reviews) | 
  | **Ease of Admin** | 8.2 (11 reviews) | 8.8 (27 reviews) | 8.3 (29 reviews) | 
  | **Quality of Support** | 7.5 (19 reviews) | 9.5 (69 reviews) | 9.0 (59 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.8 (10 reviews) | 9.7 (28 reviews) | 9.1 (30 reviews) | 
  | **Product Direction (% positive)** | 8.4 (22 reviews) | 9.3 (68 reviews) | 8.4 (65 reviews) | 

---
## Pricing

### Atlas

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### StarfishETL

#### Entry-Level Pricing

Plan: Professional Integration

Price: $500.00

Description: Monthly price paid annually
**MOST POPULAR**


Key Features:
- 2 Standard Connectors
- 1 Integration
- Designer: Included

[Browse all 4 editions](https://www.g2.com/products/starfishetl/pricing)

#### Free Trial

Yes

### CloverDX

#### Entry-Level Pricing

Plan: DXU (DX Unit)

Price: Starting at $18,000.00 3 DXU Per Year

Description: DXU's can be converted into Designer seats or Server cores and reallocated freely as client's need evolve. A single DXU represents either a single Designer seat or a combination of one production Server core and one complimentary non-production core.

Key Features:
- Flexible licensing between Designer seat or Server core
- Supports On-premise and Cloud deployment
- Complex jobflows orchestration, error handling

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

#### Free Trial

Yes

---
## Features Comparison By Category

### Utilization Management

| Product | Score | Reviews |
|---|---|---|
| **Atlas** | N/A | N/A |
| **StarfishETL** | N/A | N/A |
| **CloverDX** | N/A | N/A |

#### Operations

| Feature | Atlas | StarfishETL | CloverDX | 
|---|---|---|---|
| **Utilization Review Process - Utilization Management** | Not enough data | Not enough data | Not enough data | 
| **Value-Based Care Models - Utilization Management** | Not enough data | Not enough data | Not enough data | 
| **Care Management Portal - Utilization Management** | Not enough data | Not enough data | Not enough data | 
| **Measures Outcome - Utilization Management** | Not enough data | Not enough data | Not enough data | 
| **Quality & Risk Management - Utilization Management** | Not enough data | Not enough data | Not enough data | 
| **Automated Approvals - Utilization Management** | Not enough data | Not enough data | Not enough data | 

### Healthcare Analytics

| Product | Score | Reviews |
|---|---|---|
| **Atlas** | N/A | N/A |
| **StarfishETL** | N/A | N/A |
| **CloverDX** | N/A | N/A |

#### Data Management

| Feature | Atlas | StarfishETL | CloverDX | 
|---|---|---|---|
| **Data Warehouse** | Not enough data | Not enough data | Not enough data | 
| **Data Analysis** | Not enough data | Not enough data | Not enough data | 
| **Data Capture** | Not enough data | Not enough data | Not enough data | 
| **Data Integration** | Not enough data | Not enough data | Not enough data | 
| **Integration with Wearable Devices** | Not enough data | Not enough data | Not enough data | 
| **Interoperability** | Not enough data | Not enough data | Not enough data | 
| **Security and Privacy Controls** | Not enough data | Not enough data | Not enough data | 
| **Data Querying** | Not enough data | Not enough data | Not enough data | 

#### Analytic Tools - Healthcare Analytics

| Feature | Atlas | StarfishETL | CloverDX | 
|---|---|---|---|
| **Data Visualization** | Not enough data | Not enough data | Not enough data | 
| **Cost Analysis** | Not enough data | Not enough data | Not enough data | 
| **Real-Time Analysis** | Not enough data | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | Not enough data | 
| **Patient Risk Scoring** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Processing (NLP)** | Not enough data | Not enough data | Not enough data | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Atlas** | N/A | N/A |
| **StarfishETL** | 9.5/10 | 28 |
| **CloverDX** | 8.3/10 | 54 |

#### Management

| Feature | Atlas | StarfishETL | CloverDX | 
|---|---|---|---|
| **Reporting** | Not enough data | 9.1 (26 reviews) | 7.8 (48 reviews) | 
| **Auditing** | Not enough data | 9.6 (26 reviews) | 7.6 (43 reviews) | 

#### Functionality

| Feature | Atlas | StarfishETL | CloverDX | 
|---|---|---|---|
| **Extraction** | Not enough data | 9.7 (28 reviews) | 8.5 (52 reviews) | 
| **Transformation** | Not enough data | 9.5 (28 reviews) | 8.8 (53 reviews) | 
| **Loading** | Not enough data | 9.4 (27 reviews) | 8.4 (50 reviews) | 
| **Automation** | Not enough data | 9.3 (28 reviews) | 8.7 (54 reviews) | 
| **Scalability** | Not enough data | 9.6 (27 reviews) | 8.3 (50 reviews) | 

### Cloud Migration

| Product | Score | Reviews |
|---|---|---|
| **Atlas** | N/A | N/A |
| **StarfishETL** | 9.5/10 | 34 |
| **CloverDX** | N/A | N/A |

#### Functionality

| Feature | Atlas | StarfishETL | CloverDX | 
|---|---|---|---|
| **Data Migration** | Not enough data | 9.7 (34 reviews) | Not enough data | 
| **Data Variety** | Not enough data | 9.7 (34 reviews) | Not enough data | 
| **Alerts and Logging** | Not enough data | 9.1 (34 reviews) | Not enough data | 
| **Data Replication** | Not enough data | 9.6 (34 reviews) | Not enough data | 

#### Management

| Feature | Atlas | StarfishETL | CloverDX | 
|---|---|---|---|
| **Backup and Recovery** | Not enough data | 9.8 (32 reviews) | Not enough data | 
| **Integration Variety** | Not enough data | 9.1 (31 reviews) | Not enough data | 
| **Access and Security** | Not enough data | 9.5 (34 reviews) | Not enough data | 
| **Real time Monitoring** | Not enough data | 9.4 (33 reviews) | Not enough data | 

#### Security

| Feature | Atlas | StarfishETL | CloverDX | 
|---|---|---|---|
| **Data Protection** | Not enough data | 9.7 (32 reviews) | Not enough data | 

#### Agentic AI - Cloud Migration

| Feature | Atlas | StarfishETL | CloverDX | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Data Mapping

| Product | Score | Reviews |
|---|---|---|
| **Atlas** | N/A | N/A |
| **StarfishETL** | N/A | N/A |
| **CloverDX** | 8.2/10 | 38 |

#### Functionality

| Feature | Atlas | StarfishETL | CloverDX | 
|---|---|---|---|
| **Data visualisation** | Not enough data | Not enough data | 7.9 (33 reviews) | 
| **Data transformation** | Not enough data | Not enough data | 9.0 (38 reviews) | 
| **Data migration** | Not enough data | Not enough data | 8.6 (38 reviews) | 
| **Process various formats** | Not enough data | Not enough data | 8.3 (38 reviews) | 
| **No-code functionality** | Not enough data | Not enough data | 7.9 (37 reviews) | 
| **Data manipulation** | Not enough data | Not enough data | 8.6 (37 reviews) | 
| **Analytics** | Not enough data | Not enough data | 7.3 (32 reviews) | 
| **Reporting** | Not enough data | Not enough data | 7.6 (34 reviews) | 

### iPaaS

| Product | Score | Reviews |
|---|---|---|
| **Atlas** | N/A | N/A |
| **StarfishETL** | 9.5/10 | 33 |
| **CloverDX** | N/A | N/A |

#### Development 

| Feature | Atlas | StarfishETL | CloverDX | 
|---|---|---|---|
| **Real-Time Integration** | Not enough data | 9.2 (24 reviews) | Not enough data | 
| **API Designer** | Not enough data | 9.7 (20 reviews) ✓ Verified | Not enough data | 
| **Flow Designer** | Not enough data | 9.5 (20 reviews) ✓ Verified | Not enough data | 
| **Pre-Built Connectors** | Not enough data | 9.3 (20 reviews) ✓ Verified | Not enough data | 
| **Custom Connectors** | Not enough data | 9.4 (20 reviews) ✓ Verified | Not enough data | 
| **Reusable connectors** | Not enough data | 9.5 (20 reviews) | Not enough data | 
| **Multi - tenant architecture** | Not enough data | 9.5 (20 reviews) | Not enough data | 

#### Management 

| Feature | Atlas | StarfishETL | CloverDX | 
|---|---|---|---|
| **Monitoring & Notification** | Not enough data | 9.3 (20 reviews) ✓ Verified | Not enough data | 
| **Routing And Orchestration** | Not enough data | 9.4 (20 reviews) ✓ Verified | Not enough data | 
| **Data Mapping** | Not enough data | 9.5 (20 reviews) ✓ Verified | Not enough data | 
| **Data Transformation** | Not enough data | 9.6 (20 reviews) ✓ Verified | Not enough data | 
| **API Management** | Not enough data | 9.6 (20 reviews) | Not enough data | 

#### Security

| Feature | Atlas | StarfishETL | CloverDX | 
|---|---|---|---|
| **Data Encryption** | Not enough data | 9.3 (20 reviews) ✓ Verified | Not enough data | 
| **Security Standards** | Not enough data | 9.3 (20 reviews) ✓ Verified | Not enough data | 
| **Communication Protocol** | Not enough data | 9.6 (20 reviews) ✓ Verified | Not enough data | 

#### Integration Options

| Feature | Atlas | StarfishETL | CloverDX | 
|---|---|---|---|
| **Data Virtualization** | Not enough data | 9.7 (20 reviews) ✓ Verified | Not enough data | 
| **Managed File Transfers** | Not enough data | 9.4 (20 reviews) ✓ Verified | Not enough data | 
| **Big Data Processing** | Not enough data | 9.8 (20 reviews) ✓ Verified | Not enough data | 
| **EDI** | Not enough data | 9.6 (19 reviews) | Not enough data | 

#### Deployment 

| Feature | Atlas | StarfishETL | CloverDX | 
|---|---|---|---|
| **Hybrid** | Not enough data | 9.1 (19 reviews) | Not enough data | 
| **Cloud to Cloud** | Not enough data | 9.8 (20 reviews) | Not enough data | 

---
## Categories
**Shared Categories (1):** [On-Premise Data Integration Software](https://www.g2.com/categories/on-premise-data-integration)

**Unique to Atlas (2):** [Healthcare Analytics Software](https://www.g2.com/categories/healthcare-analytics), [Utilization Management Software](https://www.g2.com/categories/utilization-management)

**Unique to StarfishETL (3):** [Cloud Migration Software](https://www.g2.com/categories/cloud-migration), [ETL Tools](https://www.g2.com/categories/etl-tools), [iPaaS Software](https://www.g2.com/categories/ipaas)

**Unique to CloverDX (2):** [ETL Tools](https://www.g2.com/categories/etl-tools), [Data Mapping Software](https://www.g2.com/categories/data-mapping)


---
## Reviewer Demographics

### By Company Size

| Segment | Atlas | StarfishETL | CloverDX | 
|---|---|---|---|
| **Small-Business** | 26.1% | 26.8% | 25.4% | 
| **Mid-Market** | 56.5% | 35.2% | 40.8% | 
| **Enterprise** | 17.4% | 38.0% | 33.8% | 

### By Industry

#### Atlas

- **Transportation/Trucking/Railroad:** 8.7%
- **Medical Devices:** 8.7%
- **Accounting:** 4.3%
- **Airlines/Aviation:** 4.3%
- **Civil Engineering:** 4.3%
- **Consumer Goods:** 4.3%
- **Education Management:** 4.3%
- **Entertainment:** 4.3%
- **Environmental Services:** 4.3%
- **Food Production:** 4.3%
- **Other:** 47.8%

#### StarfishETL

- **Information Technology and Services:** 36.0%
- **Computer Software:** 13.3%
- **Human Resources:** 4.0%
- **Management Consulting:** 4.0%
- **Financial Services:** 4.0%
- **Consumer Services:** 4.0%
- **Real Estate:** 2.7%
- **Construction:** 2.7%
- **Telecommunications:** 2.7%
- **Education Management:** 1.3%
- **Other:** 25.3%

#### CloverDX

- **Financial Services:** 15.5%
- **Information Technology and Services:** 11.3%
- **Consulting:** 9.9%
- **Computer Software:** 7.0%
- **Market Research:** 7.0%
- **Higher Education:** 4.2%
- **Marketing and Advertising:** 4.2%
- **Broadcast Media:** 2.8%
- **Consumer Services:** 2.8%
- **Hospital & Health Care:** 2.8%
- **Other:** 32.4%

---
## Alternatives

### Alternatives to Atlas

- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2280 reviews)
- [Cleo Integration Cloud](https://www.g2.com/products/cleo-integration-cloud/reviews) — 4.4/5 stars (557 reviews)
- [TrueCommerce EDI](https://www.g2.com/products/truecommerce-edi/reviews) — 4.4/5 stars (438 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (398 reviews)
- [SAP Integration Suite](https://www.g2.com/products/sap-integration-suite/reviews) — 4.3/5 stars (339 reviews)
- [Martini](https://www.g2.com/products/martini/reviews) — 4.7/5 stars (336 reviews)
- [Skyvia](https://www.g2.com/products/skyvia/reviews) — 4.8/5 stars (321 reviews)
- [IBM webMethods Hybrid Integration](https://www.g2.com/products/ibm-webmethods-hybrid-integration-2025-12-05/reviews) — 4.3/5 stars (272 reviews)
- [Therap Services](https://www.g2.com/products/therap-services/reviews) — 4.6/5 stars (221 reviews)
- [QGenda Advanced Scheduling for Providers](https://www.g2.com/products/qgenda-advanced-scheduling-for-providers/reviews) — 4.6/5 stars (164 reviews)

### Alternatives to StarfishETL

- [IBM App Connect](https://www.g2.com/products/ibm-app-connect/reviews) — 4.4/5 stars (258 reviews)
- [Jitterbit](https://www.g2.com/products/jitterbit/reviews) — 4.5/5 stars (605 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (398 reviews)
- [Zapier](https://www.g2.com/products/zapier/reviews) — 4.5/5 stars (2071 reviews)
- [Skyvia](https://www.g2.com/products/skyvia/reviews) — 4.8/5 stars (321 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)
- [Boomi](https://www.g2.com/products/boomi/reviews) — 4.4/5 stars (505 reviews)
- [Cleo Integration Cloud](https://www.g2.com/products/cleo-integration-cloud/reviews) — 4.4/5 stars (557 reviews)
- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (795 reviews)
- [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) — 4.5/5 stars (748 reviews)

### Alternatives to CloverDX

- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (398 reviews)
- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (795 reviews)
- [Boomi](https://www.g2.com/products/boomi/reviews) — 4.4/5 stars (505 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2280 reviews)
- [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (755 reviews)
- [Supermetrics](https://www.g2.com/products/supermetrics/reviews) — 4.4/5 stars (823 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (783 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1227 reviews)
- [Celigo](https://www.g2.com/products/celigo/reviews) — 4.6/5 stars (1052 reviews)

---
## Top Discussions

### Atlas

No discussions available for this product.

### StarfishETL

- Title: [Do you have pre-built maps?](https://www.g2.com/discussions/do-you-have-pre-built-maps) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "Yes, we offer a wide variety of configured maps between most CRM systems. As we encounter migrations between systems that we did not have a map for, we also..."
- Title: [Do you have connectors for any marketing solutions?](https://www.g2.com/discussions/do-you-have-connectors-for-any-marketing-solutions) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Yes, we have a number of connectors and we are actively adding more. The current systems we can connect to are:
•	Act-On
•	HubSpot
•	Marketo
•	Pardot
"
- Title: [What common CRM systems are you able to connect to?](https://www.g2.com/discussions/what-common-crm-systems-are-you-able-to-connect-to) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "We have connectors for the following CRM systems:
•	Microsoft Dynamics CRM
•	Salesforce
•	InforCRM..."
- Title: [Do I have to pay for additional connectors?](https://www.g2.com/discussions/do-i-have-to-pay-for-additional-connectors) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "No, all the connectors are included with your license and as new connectors are added they are included in all future updates."
- Title: [Does your product work for on-premise or cloud solutions?](https://www.g2.com/discussions/does-your-product-work-for-on-premise-or-cloud-solutions) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "StarfishETL can enable integration between cloud solutions, on-premise solutions by installing it within your network, or a combination of both."

### CloverDX

- Title: [How much does CloverDX cost?](https://www.g2.com/discussions/how-much-does-cloverdx-cost) — 1 comment
  > **Top comment:** "CloverDX scales by so-called DXUs. It currently (May,2023) starts at $5k/year.  Details can be found on CloverDX's pricing page..."
- Title: [Is CloverDX open source?](https://www.g2.com/discussions/is-cloverdx-open-source) — 1 comment
  > **Top comment:** "CloverDX is now fully commercial product. 
CloverDX has OpenSource legacy (its core engine used to be OSS) - see https://github.com/CloverETL/CloverETL-Engine."
- Title: [What is the easy way to debug the data flowing out of all the components and sub graphs?](https://www.g2.com/discussions/33797-what-is-the-easy-way-to-debug-the-data-flowing-out-of-all-the-components-and-sub-graphs) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Thank you for the comment!

Generally speaking, data flowing through edges in CloverDX Designer gets saved temporarily in the form of .dbg files. These..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/atlas-vs-starfishetl-vs-cloverdx)