# Atlan vs data.world Comparison

| | Atlan | data.world | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.2 out of 5 | 
| **Total Reviews** | 131 | 12 | 
| **Largest Market Segment** | Mid-Market (51.1% of reviews) | Small-Business (66.7% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Atlan

Pros:
- Ease of Use (7 reviews)
- Features (6 reviews)

Cons:
- Integration Issues (4 reviews)
- Dependency Issues (3 reviews)

### data.world

Pros:
- Analytics (1 reviews)
- Data Discovery (1 reviews)

Cons:
- Poor Customer Support (1 reviews)
- Poor Support Services (1 reviews)

---
## Ratings Comparison
| Rating | Atlan | data.world | 
|---|---|---|
  | **Meets Requirements** | 8.6 (115 reviews) | 9.0 (10 reviews) | 
  | **Ease of Use** | 8.9 (115 reviews) | 8.8 (10 reviews) | 
  | **Ease of Setup** | 9.1 (88 reviews) | Not enough data | 
  | **Ease of Admin** | 8.9 (75 reviews) | Not enough data | 
  | **Quality of Support** | 9.2 (111 reviews) | 8.5 (10 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.5 (76 reviews) | Not enough data | 
  | **Product Direction (% positive)** | 9.4 (113 reviews) | 10.0 (10 reviews) | 

---
## Pricing

### Atlan

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### data.world

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Machine Learning Data Catalog

| Product | Score | Reviews |
|---|---|---|
| **Atlan** | 7.9/10 | 55 |
| **data.world** | 8.9/10 | 7 |

#### Data Governance

| Feature | Atlan | data.world | 
|---|---|---|
| **User Access Management** | 8.5 (41 reviews) | 8.6 (7 reviews) | 
| **Dynamic Data Masking** | 8.2 (26 reviews) | 9.0 (5 reviews) | 
| **Data Lineage** | 9.3 (49 reviews) | 9.3 (5 reviews) | 

#### Data Preparation

| Feature | Atlan | data.world | 
|---|---|---|
| **Search** | 9.0 (48 reviews) | 8.1 (7 reviews) | 
| **Data Quality and Cleansing** | 7.2 (30 reviews) | 9.0 (7 reviews) | 
| **Data Transformation** | 6.7 (24 reviews) | 9.2 (6 reviews) | 
| **Data Modeling** | 6.7 (24 reviews) | 8.3 (6 reviews) | 

#### Collaboration

| Feature | Atlan | data.world | 
|---|---|---|
| **Commenting** | 8.4 (36 reviews) | 9.0 (7 reviews) | 
| **Profiling and Classification** | 8.1 (36 reviews) | 9.4 (6 reviews) | 
| **Business and Data Glossary** | 9.1 (45 reviews) | 9.2 (6 reviews) | 
| **Metadata Management ** | 9.3 (46 reviews) | 8.8 (7 reviews) | 

#### Artificial Intelligence

| Feature | Atlan | data.world | 
|---|---|---|
| **Machine Learning Recommendations** | Feature Not Available | 8.8 (7 reviews) | 
| **Natural Language Query** | Feature Not Available | 8.6 (7 reviews) | 
| **Automatic Data Cleansing** | Feature Not Available | 8.6 (6 reviews) | 

#### Generative AI

| Feature | Atlan | data.world | 
|---|---|---|
| **AI Text Generation** | 5.9 (9 reviews) | Not enough data | 
| **AI Text Summarization** | 6.1 (9 reviews) | Not enough data | 

#### Agentic AI - Machine Learning Data Catalog

| Feature | Atlan | data.world | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | 8.3 (6 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Atlan** | 7.7/10 | 53 |
| **data.world** | N/A | N/A |

#### Administration

| Feature | Atlan | data.world | 
|---|---|---|
| **Data Modelling** | 6.4 (29 reviews) | Not enough data | 
| **Recommendations** | 7.2 (32 reviews) | Not enough data | 
| **Workflow Management** | 7.4 (35 reviews) | Not enough data | 
| **Dashboards and Visualizations** | 7.0 (31 reviews) | Not enough data | 

#### Management

| Feature | Atlan | data.world | 
|---|---|---|
| **Business Glossary** | 9.3 (49 reviews) | Not enough data | 
| **Data Discovery** | 9.5 (50 reviews) | Not enough data | 
| **Data Profililng** | 7.5 (37 reviews) | Not enough data | 
| **Reporting and Visualization** | 7.4 (39 reviews) | Not enough data | 
| **Data Lineage** | 9.2 (49 reviews) | Not enough data | 

#### Compliance

| Feature | Atlan | data.world | 
|---|---|---|
| **Sensitive Data Compliance** | 8.5 (34 reviews) | Not enough data | 
| **Training and Guidelines** | 8.7 (38 reviews) | Not enough data | 
| **Policy Enforcement** | 8.4 (34 reviews) | Not enough data | 
| **Compliance Monitoring** | 6.9 (27 reviews) | Not enough data | 

#### Security

| Feature | Atlan | data.world | 
|---|---|---|
| **Access Control** | 8.1 (41 reviews) | Not enough data | 
| **Roles Management** | 8.7 (39 reviews) | Not enough data | 
| **Compliance Management** | 8.5 (32 reviews) | Not enough data | 

#### Data Quality

| Feature | Atlan | data.world | 
|---|---|---|
| **Data Preparation** | 6.7 (24 reviews) | Not enough data | 
| **Data Distribution** | 6.5 (24 reviews) | Not enough data | 
| **Data Unification** | 6.6 (24 reviews) | Not enough data | 

#### Maintainence

| Feature | Atlan | data.world | 
|---|---|---|
| **Data Quality Management** | 7.5 (34 reviews) | Not enough data | 
| **Policy Management** | 7.9 (35 reviews) | Not enough data | 

#### Generative AI

| Feature | Atlan | data.world | 
|---|---|---|
| **AI Text Generation** | 5.8 (19 reviews) | Not enough data | 
| **AI Text Summarization** | 6.3 (19 reviews) | Not enough data | 

#### Agentic AI - Data Governance

| Feature | Atlan | data.world | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Data Fabric

| Product | Score | Reviews |
|---|---|---|
| **Atlan** | 8.0/10 | 5 |
| **data.world** | N/A | N/A |

#### Data Management

| Feature | Atlan | data.world | 
|---|---|---|
| **Data Integration** | 8.3 (5 reviews) | Not enough data | 
| **Data Discovery** | 9.3 (5 reviews) | Not enough data | 
| **Multi - Platform** | 7.3 (5 reviews) | Not enough data | 
| **Metadata** | 8.3 (5 reviews) | Not enough data | 

#### Analytics

| Feature | Atlan | data.world | 
|---|---|---|
| **Data Analytics** | Not enough data | Not enough data | 

#### Security

| Feature | Atlan | data.world | 
|---|---|---|
| **Compliance** | 6.7 (5 reviews) | Not enough data | 
| **Governance** | 8.3 (5 reviews) | Not enough data | 
| **Data Protection** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Atlan | data.world | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

#### Agentic AI - Data Fabric

| Feature | Atlan | data.world | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Graph Databases

| Product | Score | Reviews |
|---|---|---|
| **Atlan** | N/A | N/A |
| **data.world** | N/A | N/A |

#### Data Management

| Feature | Atlan | data.world | 
|---|---|---|
| **Data Model** | Not enough data | Not enough data | 
| **Data Types** | Not enough data | Not enough data | 
| **Built - In Search** | Not enough data | Not enough data | 
| **Event Triggers** | Not enough data | Not enough data | 
| **Query Language** | Not enough data | Not enough data | 

#### Availability

| Feature | Atlan | data.world | 
|---|---|---|
| **Auto Sharding** | Not enough data | Not enough data | 
| **Auto Recovery** | Not enough data | Not enough data | 

#### Performance

| Feature | Atlan | data.world | 
|---|---|---|
| **Query Optimization** | Not enough data | Not enough data | 

#### Security

| Feature | Atlan | data.world | 
|---|---|---|
| **Role-Based Authorization** | Not enough data | Not enough data | 
| **Authentication** | Not enough data | Not enough data | 
| **Audit Logs** | Not enough data | Not enough data | 
| **Encryption** | Not enough data | Not enough data | 

#### Support

| Feature | Atlan | data.world | 
|---|---|---|
| **Multi-Model** | Not enough data | Not enough data | 
| **BI Connectors** | Not enough data | Not enough data | 
| **Operating Systems** | Not enough data | Not enough data | 

### DataOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Atlan** | 8.3/10 | 36 |
| **data.world** | N/A | N/A |

#### Data Management

| Feature | Atlan | data.world | 
|---|---|---|
| **Data Integration** | 8.8 (21 reviews) | Not enough data | 
| **Metadata** | 9.3 (36 reviews) | Not enough data | 
| **Self-service** | 8.9 (34 reviews) | Not enough data | 
| **Automated workflows** | 8.6 (28 reviews) | Not enough data | 

#### Agentic AI - DataOps Platforms

| Feature | Atlan | data.world | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

#### Analytics

| Feature | Atlan | data.world | 
|---|---|---|
| **Analytics capabilities** | 8.4 (22 reviews) | Not enough data | 
| **Dasboard visualizations** | 8.0 (18 reviews) | Not enough data | 

#### Monitoring and Management

| Feature | Atlan | data.world | 
|---|---|---|
| **Data Observability** | 8.5 (27 reviews) | Not enough data | 
| **Testing capabilities** | 7.4 (11 reviews) | Not enough data | 

#### Cloud Deployment

| Feature | Atlan | data.world | 
|---|---|---|
| **Hybrid cloud support** | 7.4 (13 reviews) | Not enough data | 
| **Cloud migration capabilities** | 7.4 (11 reviews) | Not enough data | 

#### Generative AI

| Feature | Atlan | data.world | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

### Active Metadata Management

| Product | Score | Reviews |
|---|---|---|
| **Atlan** | 7.9/10 | 75 |
| **data.world** | N/A | N/A |

#### Data management

| Feature | Atlan | data.world | 
|---|---|---|
| **Metadata Management** | 9.2 (69 reviews) | Not enough data | 
| **Automation Features** | 8.6 (57 reviews) | Not enough data | 
| **Collaboration** | 8.6 (65 reviews) | Not enough data | 
| **Data Lineage** | 9.2 (68 reviews) | Not enough data | 
| **Data Discovery** | 8.9 (67 reviews) | Not enough data | 

#### Reporting

| Feature | Atlan | data.world | 
|---|---|---|
| **Intelligent Insights** | 7.3 (36 reviews) | Not enough data | 
| **Actionable Insights** | 7.4 (36 reviews) | Not enough data | 
| **Dashboards** | 7.2 (40 reviews) | Not enough data | 

#### Generative AI

| Feature | Atlan | data.world | 
|---|---|---|
| **AI Text Generation** | 6.7 (21 reviews) | Not enough data | 
| **AI Text Summarization** | 6.3 (21 reviews) | Not enough data | 

### Data Quality

| Product | Score | Reviews |
|---|---|---|
| **Atlan** | 7.4/10 | 24 |
| **data.world** | N/A | N/A |

#### Functionality

| Feature | Atlan | data.world | 
|---|---|---|
| **Identification** | 7.6 (17 reviews) | Not enough data | 
| **Correction** | 6.9 (15 reviews) | Not enough data | 
| **Normalization** | 7.3 (15 reviews) | Not enough data | 
| **Preventative Cleaning** | 6.8 (15 reviews) | Not enough data | 
| **Data Matching** | 7.5 (16 reviews) | Not enough data | 

#### Management

| Feature | Atlan | data.world | 
|---|---|---|
| **Reporting** | 7.2 (20 reviews) | Not enough data | 
| **Automation** | 7.7 (20 reviews) | Not enough data | 
| **Quality Audits** | 7.5 (18 reviews) | Not enough data | 
| **Dashboard** | 7.7 (19 reviews) | Not enough data | 
| **Governance** | 8.0 (21 reviews) | Not enough data | 

#### Generative AI

| Feature | Atlan | data.world | 
|---|---|---|
| **AI Text Generation** | 6.4 (11 reviews) | Not enough data | 
| **AI Text Summarization** | 7.0 (11 reviews) | Not enough data | 

---
## Categories
**Shared Categories (4):** [Active Metadata Management Software](https://www.g2.com/categories/active-metadata-management), [Data Fabric Software](https://www.g2.com/categories/data-fabric), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Machine Learning Data Catalog Software](https://www.g2.com/categories/machine-learning-data-catalog)

**Unique to Atlan (2):** [DataOps Platforms](https://www.g2.com/categories/dataops-platforms), [Data Quality Tools](https://www.g2.com/categories/data-quality)

**Unique to data.world (1):** [Graph Databases](https://www.g2.com/categories/graph-databases)


---
## Reviewer Demographics

### By Company Size

| Segment | Atlan | data.world | 
|---|---|---|
| **Small-Business** | 7.6% | 66.7% | 
| **Mid-Market** | 51.1% | 25.0% | 
| **Enterprise** | 41.2% | 8.3% | 

### By Industry

#### Atlan

- **Financial Services:** 20.6%
- **Information Technology and Services:** 9.9%
- **Computer Software:** 9.2%
- **Retail:** 6.9%
- **Insurance:** 6.1%
- **Health, Wellness and Fitness:** 5.3%
- **Marketing and Advertising:** 3.8%
- **Real Estate:** 3.8%
- **Logistics and Supply Chain:** 3.1%
- **Electrical/Electronic Manufacturing:** 1.5%
- **Other:** 29.8%

#### data.world

- **Computer Software:** 25.0%
- **Research:** 16.7%
- **Information Technology and Services:** 16.7%
- **Manufacturing:** 8.3%
- **Telecommunications:** 8.3%
- **Medical Devices:** 8.3%
- **Marketing and Advertising:** 8.3%
- **Financial Services:** 8.3%

---
## Alternatives

### Alternatives to Atlan

- [Collibra](https://www.g2.com/products/collibra/reviews) — 4.2/5 stars (102 reviews)
- [Alation](https://www.g2.com/products/alation/reviews) — 4.4/5 stars (91 reviews)
- [Secoda](https://www.g2.com/products/secoda/reviews) — 4.5/5 stars (55 reviews)
- [Coalesce Catalog (formerly CastorDoc)](https://www.g2.com/products/castor-doc/reviews) — 4.7/5 stars (64 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (797 reviews)
- [Informatica Enterprise Data Catalog](https://www.g2.com/products/informatica-enterprise-data-catalog/reviews) — 4.3/5 stars (19 reviews)
- [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) — 4.5/5 stars (566 reviews)
- [Egnyte](https://www.g2.com/products/egnyte/reviews) — 4.4/5 stars (1162 reviews)
- [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) — 4.3/5 stars (522 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews)

### Alternatives to data.world

- [Tealium Customer Data Hub](https://www.g2.com/products/tealium-customer-data-hub/reviews) — 4.3/5 stars (474 reviews)
- [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) — 4.5/5 stars (566 reviews)
- [Egnyte](https://www.g2.com/products/egnyte/reviews) — 4.4/5 stars (1162 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (797 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (756 reviews)
- [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (375 reviews)
- [Alation](https://www.g2.com/products/alation/reviews) — 4.4/5 stars (91 reviews)
- [OWOX](https://www.g2.com/products/owox/reviews) — 4.9/5 stars (296 reviews)

---
## Top Discussions

### Atlan

No discussions available for this product.

### data.world

- Title: [What is data.world used for?](https://www.g2.com/discussions/what-is-data-world-used-for) — 1 comment
  > **Top comment:** "Used as a library of data sets "

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/atlan-vs-data-world)