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# Anomalo vs Great Expectations Comparison - What are their main differences?

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AnomaloGreat Expectations[+ Add Product](#)

Reviews

**Anomalo** [

4.4/5(44)

](https://www.g2.com/products/anomalo/reviews#reviews)

**Great Expectations** [

4.5/5(11)

](https://www.g2.com/products/great-expectations/reviews#reviews)

Pricing

**Anomalo**
Free Trial

**Contact Us** 10000 Tables Per Year · Custom

**Great Expectations**
No pricing available

**Pricing Insights**
from reviews

Time to Implement

**Anomalo**
1 month

Based on 5 responses

**Great Expectations**
Not enough reviews yet

Return on Investment

**Anomalo**
Not enough reviews yet

**Great Expectations**
Not enough reviews yet

Perceived Cost

**Anomalo**
Not enough reviews yet

**Great Expectations**
Not enough reviews yet

Average Discount

**Anomalo**
Not enough reviews yet

**Great Expectations**
Not enough reviews yet

 ![Anomalo](https://images.g2crowd.com/uploads/product/hd_favicon/40db1259c5ed0bc7a1b41544f2917478/anomalo.svg "Anomalo")

 ![Great Expectations](https://images.g2crowd.com/uploads/product/hd_favicon/321f1fcf10cf80906774d79401375343/great-expectations.svg "Great Expectations")

G2 offers free advice on this comparison.

[Chat with an expert](/software_advice_markets/27/ppl_qualification)

Pros & Cons

**Anomalo**
Not enough data

**Great Expectations**
Not enough data

Screenshots

**Anomalo**
 ![Anomalo screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/192910/Homepage-sample.png)

**Great Expectations**
No screenshot available

Ratings

Meets Requirements

**Anomalo**

8.2

8.239

**Great Expectations**

9.2

9.211

Ease of Use

**Anomalo**

8.5

8.539

**Great Expectations**

9.1

9.19

Ease of Setup

**Anomalo**

9.0

9.017

**Great Expectations**

9.2

9.26

Ease of Admin

**Anomalo**

7.8

7.817

**Great Expectations**

8.3

8.36

Quality of Support

**Anomalo**

8.8

8.838

**Great Expectations**

8.5

8.510

Has the product been a good partner in doing business?

**Anomalo**

8.7

8.717

**Great Expectations**

8.6

8.66

Product Direction (% positive)

**Anomalo**

8.5

8.531

**Great Expectations**

10.0

10.010

Features

Data Observability[Hide 15 FeaturesShow 15 Features](javascript:void(0);)

8.4

8

8.8

11

Functionality

Data quality monitoring

9.3(won by 0.5)

7

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.8

11

Automation

7.8

6

8.8(won by 1.0)

11

 (There is a greater than 0.5 difference between this product's rating and its competitors)

End to End visiblity

8.7

5

8.9(won by 0.2)

9

Real-time Analytics

Not enough data

9.4(won by default)

8

Management

Anomaly identification

9.0(won by 0.7)

8

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.3

10

Single pane view

8.0

5

8.9(won by 0.9)

9

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Real-time alerts

8.6(won by 0.1)

6

8.5

8

Integrations

7.1

7

8.6(won by 1.5)

11

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Data lineage

Not enough data

8.7(won by default)

9

Generative AI

AI Text Generation

Not enough data

Not enough data

Agentic AI - Data Observability

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

Natural Language Interaction

Not enough data

Not enough data

Proactive Assistance

Not enough data

Not enough data

Database Monitoring[Hide 63 FeaturesShow 63 Features](javascript:void(0);)

7.3

8

Not enough data

Functionality

Monitoring

8.1(won by default)

7

Not enough data

Alerting

7.9(won by default)

7

Not enough data

Logging

6.0(won by default)

5

Not enough data

Response Time

6.9(won by default)

6

Not enough data

Reporting

7.2(won by default)

6

Not enough data

Data Visualization

7.9(won by default)

7

Not enough data

Performance Monitoring

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Server Monitoring

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Uptime Reporting

Not enough data

Not enough data

Transaction Monitoring

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Agentic AI - Database Monitoring

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

Proactive Assistance

Not enough data

Not enough data

Decision Making

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Capacity Planning

Not enough data

Not enough data

Additional Functionality

Resource Management

Not enough data

Not enough data

Anomaly Detection

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Remote Monitoring & Management

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Dashboard

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Configuration Management

Not enough data

Not enough data

API

Not enough data

Not enough data

User Management

Not enough data

Not enough data

Capacity Management

Not enough data

Not enough data

Diagnostic Tools

Not enough data

Not enough data

Dependency Tracking

Not enough data

Not enough data

Troubleshooting

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

Real-Time Notifications

Not enough data

Not enough data

Application Management

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Application-Level Analysis

Not enough data

Not enough data

Multitenancy

Not enough data

Not enough data

Query Analysis

Not enough data

Not enough data

Performance Management

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Historical Trend Analysis

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Summary Reports

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Event Logs

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Automated Discovery

Not enough data

Not enough data

Prioritization

Not enough data

Not enough data

Issue Tracking

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Resource Optimization

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Status Tracking

Not enough data

Not enough data

Data Quality[Hide 49 FeaturesShow 49 Features](javascript:void(0);)

8.0

24

Not enough data

Functionality

Identification

8.8(won by default)

16

Not enough data

Preventative Cleaning

6.9(won by default)

7

Not enough data

Data Matching

7.8(won by default)

10

Not enough data

Correction

Feature Not Available

Not enough data

Normalization

Feature Not Available

Not enough data

Real-Time Data

Not enough data

Not enough data

Management

Reporting

8.5(won by default)

16

Not enough data

Automation

7.9(won by default)

20

Not enough data

Quality Audits

8.5(won by default)

16

Not enough data

Dashboard

8.5(won by default)

17

Not enough data

Governance

7.4(won by default)

12

Not enough data

Generative AI

AI Text Generation

Not enough data

Not enough data

AI Text Summarization

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Additional Functionality

Metadata Management

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Customizable Rules

Not enough data

Not enough data

Master Data Management

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Self Service Portal

Not enough data

Not enough data

Customer Database

Not enough data

Not enough data

Data Verification

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Duplicate Detection

Not enough data

Not enough data

Email Address Extraction

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Data Profiling

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Address Validation

Not enough data

Not enough data

Match & Merge

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Show 1 feature category with incomplete data

Agentic Analytics[Hide 10 FeaturesShow 10 Features](javascript:void(0);)

Not enough data

Not enough data

Data Connectivity and Prep - Agentic Analytics

Data Source Connectivity

Not enough data

Not enough data

Automated Data Preparation

Not enough data

Not enough data

Autonomous Insight Generation - Agentic Analytics

Continuous Pattern Detection

Not enough data

Not enough data

Multi‑Step Reasoning

Not enough data

Not enough data

Predictive & Prescriptive Analytics

Not enough data

Not enough data

Interaction and Workflow - Agentic Analytics

Natural Language Query and Conversational Analytics

Not enough data

Not enough data

Action Triggering & Workflow Orchestration

Not enough data

Not enough data

Explainability & Audit Trails

Not enough data

Not enough data

AI Agent Management - Agentic Analytics

Agent Configuration & Goals

Not enough data

Not enough data

Continuous Learning & Feedback

Not enough data

Not enough data

User Insights

Reviewers' Company Size

[![Anomalo](https://images.g2crowd.com/uploads/product/hd_favicon/40db1259c5ed0bc7a1b41544f2917478/anomalo.svg "Anomalo")](https://www.g2.com/products/anomalo/reviews)

Anomalo

Small-Business(50 or fewer emp.)

2.3%

Mid-Market(51-1000 emp.)

48.8%

Enterprise(\> 1000 emp.)

48.8%

[![Great Expectations](https://images.g2crowd.com/uploads/product/hd_favicon/321f1fcf10cf80906774d79401375343/great-expectations.svg "Great Expectations")](https://www.g2.com/products/great-expectations/reviews)

Great Expectations

Small-Business(50 or fewer emp.)

36.4%

Mid-Market(51-1000 emp.)

45.5%

Enterprise(\> 1000 emp.)

18.2%

Small-Business

(50 or fewer emp.)

2.3%

36.4%

Mid-Market

(51-1000 emp.)

48.8%

45.5%

Enterprise

(\> 1000 emp.)

48.8%

18.2%

Reviewers' Industry

[![Anomalo](https://images.g2crowd.com/uploads/product/hd_favicon/40db1259c5ed0bc7a1b41544f2917478/anomalo.svg "Anomalo")](https://www.g2.com/products/anomalo/reviews)
Anomalo

Financial Services

20.9%

Computer Software

16.3%

Information Technology and Services

11.6%

Leisure, Travel & Tourism

7.0%

Internet

7.0%

Other

37.2%

[![Great Expectations](https://images.g2crowd.com/uploads/product/hd_favicon/321f1fcf10cf80906774d79401375343/great-expectations.svg "Great Expectations")](https://www.g2.com/products/great-expectations/reviews)
Great Expectations

Accounting

36.4%

Information Technology and Services

18.2%

Telecommunications

9.1%

Security and Investigations

9.1%

Online Media

9.1%

Other

18.2%

Alternatives

**Anomalo Alternatives**

 ![Monte Carlo](https://images.g2crowd.com/uploads/product/hd_favicon/4ee77be496500644e055bc774924d023/monte-carlo.svg "Monte Carlo")

[
Monte Carlo
](/products/monte-carlo/reviews)

 ![Datadog](https://images.g2crowd.com/uploads/product/hd_favicon/1498834114/datadog.svg "Datadog")

[
Datadog
](/products/datadog/reviews)

 ![Dynatrace](https://images.g2crowd.com/uploads/product/hd_favicon/1512659484/dynatrace.svg "Dynatrace")

[
Dynatrace
](/products/dynatrace/reviews)

 ![Planhat](https://images.g2crowd.com/uploads/product/hd_favicon/419a7323b926f3ff16b400b2b7ca40c1/planhat%282%29.svg "Planhat")

[
Planhat
](/products/planhat/reviews)

**Great Expectations Alternatives**

 ![Soda](https://images.g2crowd.com/uploads/product/hd_favicon/e638e91488c4eb39ed2012d3148576e6/soda-data.svg "Soda")

[
Soda
](/products/soda/reviews)

 ![Monte Carlo](https://images.g2crowd.com/uploads/product/hd_favicon/4ee77be496500644e055bc774924d023/monte-carlo.svg "Monte Carlo")

[
Monte Carlo
](/products/monte-carlo/reviews)

 ![Demandbase One](https://images.g2crowd.com/uploads/product/hd_favicon/c774a027c587be17b366c706735319c9/demandbase-one.svg "Demandbase One")

[
Demandbase One
](/products/demandbase-one/reviews)

 ![GTM Studio - Powered by ZoomInfo](https://images.g2crowd.com/uploads/product/hd_favicon/8ada573c8501ec5365b452cfec53ba0d/gtm-studio-powered-by-zoominfo.svg "GTM Studio - Powered by ZoomInfo")

[
GTM Studio - Powered by ZoomInfo
](/products/gtm-studio-powered-by-zoominfo/reviews)

## Anomalo vs Great Expectations

When assessing the two solutions, reviewers found Great Expectations easier to use, set up, and administer. However, reviewers preferred doing business with Anomalo overall.

- Reviewers felt that Great Expectations meets the needs of their business better than Anomalo.
- When comparing quality of ongoing product support, reviewers felt that Anomalo is the preferred option.
- For feature updates and roadmaps, our reviewers preferred the direction of Great Expectations over Anomalo.