# Anomalo, DQLabs vs Great Expectations Comparison

| | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.6 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 41 | 45 | 11 | 
| **Largest Market Segment** | Enterprise (50.0% of reviews) | Mid-Market (60.7% of reviews) | Mid-Market (45.5% of reviews) | 
| **Entry Level Price** | Contact Us 10000 Tables Per Year | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Anomalo

**Not enough data**

### DQLabs

Pros:
- Data Quality (28 reviews)
- Ease of Use (24 reviews)

Cons:
- Poor Documentation (7 reviews)
- Product Immaturity (2 reviews)

### Great Expectations

**Not enough data**

---
## Ratings Comparison
| Rating | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
  | **Meets Requirements** | 8.2 (36 reviews) | 9.4 (28 reviews) | 9.2 (11 reviews) | 
  | **Ease of Use** | 8.5 (36 reviews) | 9.6 (28 reviews) | 9.1 (9 reviews) | 
  | **Ease of Setup** | 9.4 (14 reviews) | 9.4 (24 reviews) | 9.2 (6 reviews) | 
  | **Ease of Admin** | 8.1 (15 reviews) | 9.5 (7 reviews) | 8.3 (6 reviews) | 
  | **Quality of Support** | 9.0 (35 reviews) | 9.5 (28 reviews) | 8.5 (10 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.9 (15 reviews) | 9.8 (7 reviews) | 8.6 (6 reviews) | 
  | **Product Direction (% positive)** | 8.8 (29 reviews) | 9.1 (26 reviews) | 10.0 (10 reviews) | 

---
## Pricing

### Anomalo

#### Entry-Level Pricing

Plan: Custom

Price: Contact Us 10000 Tables Per Year

Description: Free pilot. Secure In-VPC deployment. Contact us to get started.

Key Features:
- Automated data monitoring
- Simple installation
- Visualizations for reporting and explainability

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

#### Free Trial

Yes

### DQLabs

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Great Expectations

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Machine Learning Data Catalog

| Product | Score | Reviews |
|---|---|---|
| **Anomalo** | N/A | N/A |
| **DQLabs** | N/A | N/A |
| **Great Expectations** | N/A | N/A |

#### Data Governance

| Feature | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **User Access Management** | Not enough data | Not enough data | Not enough data | 
| **Dynamic Data Masking** | Not enough data | Not enough data | Not enough data | 
| **Data Lineage** | Not enough data | Not enough data | Not enough data | 

#### Data Preparation

| Feature | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **Search** | Not enough data | Not enough data | Not enough data | 
| **Data Quality and Cleansing** | Not enough data | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 

#### Collaboration

| Feature | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **Commenting** | Not enough data | Not enough data | Not enough data | 
| **Profiling and Classification** | Not enough data | Not enough data | Not enough data | 
| **Business and Data Glossary** | Not enough data | Not enough data | Not enough data | 
| **Metadata Management ** | Not enough data | Not enough data | Not enough data | 

#### Artificial Intelligence

| Feature | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **Machine Learning Recommendations** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Query** | Not enough data | Not enough data | Not enough data | 
| **Automatic Data Cleansing** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Machine Learning Data Catalog

| Feature | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Database Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Anomalo** | 7.3/10 | 8 |
| **DQLabs** | N/A | N/A |
| **Great Expectations** | N/A | N/A |

#### Functionality

| Feature | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **Monitoring** | 8.1 (7 reviews) | Not enough data | Not enough data | 
| **Alerting** | 7.9 (7 reviews) | Not enough data | Not enough data | 
| **Logging** | 6.0 (5 reviews) | Not enough data | Not enough data | 
| **Response Time** | 6.9 (6 reviews) | Not enough data | Not enough data | 
| **Reporting** | 7.2 (6 reviews) | Not enough data | Not enough data | 
| **Data Visualization** | 7.9 (7 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Database Monitoring

| Feature | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Master Data Management (MDM)

| Product | Score | Reviews |
|---|---|---|
| **Anomalo** | N/A | N/A |
| **DQLabs** | N/A | N/A |
| **Great Expectations** | N/A | N/A |

#### Management

| Feature | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **Hierarchy Management** | Not enough data | Not enough data | Not enough data | 
| **Reference Data Management** | Not enough data | Not enough data | Not enough data | 
| **Data Lineage** | Not enough data | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | Not enough data | 

#### Functionality 

| Feature | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **Multi-Domain** | Not enough data | Not enough data | Not enough data | 
| **Match & Merge** | Not enough data | Not enough data | Not enough data | 
| **Relationship Mapping** | Not enough data | Not enough data | Not enough data | 
| **User Interface** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **Data Governance** | Not enough data | Not enough data | Not enough data | 
| **Data Masking** | Not enough data | Not enough data | Not enough data | 

### Data Observability

| Product | Score | Reviews |
|---|---|---|
| **Anomalo** | 8.4/10 | 7 |
| **DQLabs** | 9.4/10 | 19 |
| **Great Expectations** | 8.8/10 | 11 |

#### Functionality

| Feature | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **Real-time Analytics** | Not enough data | 9.1 (17 reviews) | 9.4 (8 reviews) | 
| **Data quality monitoring** | 9.4 (6 reviews) | 9.4 (17 reviews) | 8.8 (11 reviews) | 
| **Automation** | 7.8 (6 reviews) | 9.3 (17 reviews) | 8.8 (11 reviews) | 
| **End to End visiblity** | 8.7 (5 reviews) | 9.3 (17 reviews) | 8.9 (9 reviews) | 

#### Management

| Feature | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **Anomaly identification** | 9.3 (7 reviews) | 9.1 (17 reviews) | 8.3 (10 reviews) | 
| **Single pane view** | 8.0 (5 reviews) | 9.1 (17 reviews) | 8.9 (9 reviews) | 
| **Real-time alerts** | 8.6 (6 reviews) | 9.2 (17 reviews) | 8.5 (8 reviews) | 
| **Data lineage** | Not enough data | 9.4 (17 reviews) | 8.7 (9 reviews) | 
| **Integrations** | 7.1 (7 reviews) | 9.0 (17 reviews) | 8.6 (11 reviews) | 

#### Generative AI

| Feature | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 9.5 (13 reviews) | Not enough data | 

#### Agentic AI - Data Observability

| Feature | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 9.7 (6 reviews) | Not enough data | 
| **Multi-step Planning** | Not enough data | 9.7 (6 reviews) | Not enough data | 
| **Cross-system Integration** | Not enough data | 9.4 (6 reviews) | Not enough data | 
| **Natural Language Interaction** | Not enough data | 9.7 (6 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | 9.7 (6 reviews) | Not enough data | 

### Agentic Analytics

| Product | Score | Reviews |
|---|---|---|
| **Anomalo** | N/A | N/A |
| **DQLabs** | N/A | N/A |
| **Great Expectations** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **Data Source Connectivity** | Not enough data | Not enough data | Not enough data | 
| **Automated Data Preparation** | Not enough data | Not enough data | Not enough data | 

#### Autonomous Insight Generation - Agentic Analytics

| Feature | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **Continuous Pattern Detection** | Not enough data | Not enough data | Not enough data | 
| **Multi‑Step Reasoning** | Not enough data | Not enough data | Not enough data | 
| **Predictive & Prescriptive Analytics** | Not enough data | Not enough data | Not enough data | 

#### Interaction and Workflow - Agentic Analytics

| Feature | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **Natural Language Query and Conversational Analytics** | Not enough data | Not enough data | Not enough data | 
| **Action Triggering & Workflow Orchestration** | Not enough data | Not enough data | Not enough data | 
| **Explainability & Audit Trails** | Not enough data | Not enough data | Not enough data | 

#### AI Agent Management - Agentic Analytics

| Feature | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **Agent Configuration & Goals** | Not enough data | Not enough data | Not enough data | 
| **Continuous Learning & Feedback** | Not enough data | Not enough data | Not enough data | 

### Data Quality

| Product | Score | Reviews |
|---|---|---|
| **Anomalo** | 8.0/10 | 22 |
| **DQLabs** | 9.3/10 | 27 |
| **Great Expectations** | N/A | N/A |

#### Functionality

| Feature | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **Identification** | 8.7 (14 reviews) | 9.5 (25 reviews) | Not enough data | 
| **Correction** | Feature Not Available | 9.5 (25 reviews) | Not enough data | 
| **Normalization** | Feature Not Available | 8.9 (25 reviews) | Not enough data | 
| **Preventative Cleaning** | 6.9 (7 reviews) | 9.4 (25 reviews) | Not enough data | 
| **Data Matching** | 7.8 (10 reviews) | 9.1 (21 reviews) | Not enough data | 

#### Management

| Feature | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **Reporting** | 8.7 (15 reviews) | 9.3 (25 reviews) | Not enough data | 
| **Automation** | 7.8 (18 reviews) | 9.5 (25 reviews) | Not enough data | 
| **Quality Audits** | 8.5 (14 reviews) | 9.6 (19 reviews) | Not enough data | 
| **Dashboard** | 8.6 (16 reviews) | 9.3 (21 reviews) | Not enough data | 
| **Governance** | 7.4 (12 reviews) | 9.0 (21 reviews) | Not enough data | 

#### Generative AI

| Feature | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 9.4 (13 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | 9.6 (12 reviews) | Not enough data | 

---
## Categories
**Shared Categories (2):** [Data Observability Software](https://www.g2.com/categories/data-observability), [Data Quality Tools](https://www.g2.com/categories/data-quality)

**Unique to Anomalo (2):** [Database Monitoring Tools](https://www.g2.com/categories/database-monitoring), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics)

**Unique to DQLabs (2):** [Machine Learning Data Catalog Software](https://www.g2.com/categories/machine-learning-data-catalog), [Master Data Management (MDM) Tools](https://www.g2.com/categories/master-data-management-mdm)



---
## Reviewer Demographics

### By Company Size

| Segment | Anomalo | DQLabs | Great Expectations | 
|---|---|---|---|
| **Small-Business** | 2.5% | 7.1% | 36.4% | 
| **Mid-Market** | 47.5% | 60.7% | 45.5% | 
| **Enterprise** | 50.0% | 32.1% | 18.2% | 

### By Industry

#### Anomalo

- **Financial Services:** 22.5%
- **Information Technology and Services:** 12.5%
- **Computer Software:** 12.5%
- **Leisure, Travel & Tourism:** 7.5%
- **Internet:** 7.5%
- **Wholesale:** 5.0%
- **Retail:** 5.0%
- **Restaurants:** 5.0%
- **Online Media:** 5.0%
- **Health, Wellness and Fitness:** 5.0%
- **Other:** 12.5%

#### DQLabs

- **Computer Software:** 28.6%
- **Information Technology and Services:** 25.0%
- **Information Services:** 14.3%
- **Financial Services:** 14.3%
- **Pharmaceuticals:** 7.1%
- **Human Resources:** 3.6%
- **Electrical/Electronic Manufacturing:** 3.6%
- **Banking:** 3.6%

#### Great Expectations

- **Accounting:** 36.4%
- **Information Technology and Services:** 18.2%
- **Telecommunications:** 9.1%
- **Security and Investigations:** 9.1%
- **Online Media:** 9.1%
- **Computer Software:** 9.1%
- **Banking:** 9.1%

---
## Alternatives

### Alternatives to Anomalo

- [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) — 4.3/5 stars (522 reviews)
- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (705 reviews)
- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [Planhat](https://www.g2.com/products/planhat/reviews) — 4.5/5 stars (926 reviews)
- [ZoomInfo Operations](https://www.g2.com/products/zoominfo-operations/reviews) — 4.4/5 stars (0 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (393 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1947 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)

### Alternatives to DQLabs

- [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) — 4.3/5 stars (522 reviews)
- [ZoomInfo Operations](https://www.g2.com/products/zoominfo-operations/reviews) — 4.4/5 stars (0 reviews)
- [Boomi](https://www.g2.com/products/boomi/reviews) — 4.4/5 stars (505 reviews)
- [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1947 reviews)
- [Automation Anywhere Agentic Process Automation](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) — 4.5/5 stars (5561 reviews)
- [Planhat](https://www.g2.com/products/planhat/reviews) — 4.5/5 stars (926 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)
- [Tealium Customer Data Hub](https://www.g2.com/products/tealium-customer-data-hub/reviews) — 4.3/5 stars (474 reviews)
- [DemandTools](https://www.g2.com/products/demandtools/reviews) — 4.6/5 stars (284 reviews)

### Alternatives to Great Expectations

- [Soda](https://www.g2.com/products/soda/reviews) — 4.4/5 stars (55 reviews)
- [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) — 4.3/5 stars (522 reviews)
- [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1947 reviews)
- [Planhat](https://www.g2.com/products/planhat/reviews) — 4.5/5 stars (926 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)
- [ZoomInfo Operations](https://www.g2.com/products/zoominfo-operations/reviews) — 4.4/5 stars (0 reviews)
- [DemandTools](https://www.g2.com/products/demandtools/reviews) — 4.6/5 stars (284 reviews)
- [Mezmo](https://www.g2.com/products/mezmo/reviews) — 4.6/5 stars (224 reviews)
- [dbt](https://www.g2.com/products/dbt/reviews) — 4.7/5 stars (206 reviews)

---
## Top Discussions

### Anomalo

No discussions available for this product.

### DQLabs

No discussions available for this product.

### Great Expectations

No discussions available for this product.

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/anomalo-vs-dqlabs-vs-great-expectations)