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# Elementary Data vs Soda Comparison - What are their main differences?

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Elementary DataSoda[+ Add Product](#)

Reviews

**Elementary Data** [

4.5/5(18)

](https://www.g2.com/products/elementary-data/reviews#reviews)

**Soda** [

4.4/5(55)

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

Pricing

**Elementary Data**
No pricing available

**Soda**
Free Trial

**$0.00** 3 Production Datasets Per Month · Free

**Pricing Insights**
from reviews

Time to Implement

**Elementary Data**
Not enough reviews yet

**Soda**
3 months

Based on 7 responses

Return on Investment

**Elementary Data**
Not enough reviews yet

**Soda**
4 months

Based on 6 responses

Perceived Cost

**Elementary Data**
Not enough reviews yet

**Soda**
$$$$$

Average Discount

**Elementary Data**
Not enough reviews yet

**Soda**
10%

 ![Elementary Data](https://images.g2crowd.com/uploads/product/hd_favicon/a380b5e96bb25d4170976c2b158f0cc7/elementary-data.svg "Elementary Data")

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

G2 offers free advice on this comparison.

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Pros & Cons

**Elementary Data**
[
Features (8)
](https://www.g2.com/products/elementary-data/reviews?filters%5Bsentiment_snippet%5D=1955701&qs=pros-and-cons#reviews)[
Insights (8)
](https://www.g2.com/products/elementary-data/reviews?filters%5Bsentiment_snippet%5D=1621335&qs=pros-and-cons#reviews)[
Integration Issues (6)
](https://www.g2.com/products/elementary-data/reviews?filters%5Bsentiment_snippet%5D=2003966&qs=pros-and-cons#reviews)[
Database Integration Issues (4)
](https://www.g2.com/products/elementary-data/reviews?filters%5Bsentiment_snippet%5D=2003939&qs=pros-and-cons#reviews)

**Soda**
[
Data Quality (2)
](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1045350&qs=pros-and-cons#reviews)[
Customer Support (1)
](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1045844&qs=pros-and-cons#reviews)[
Limited Functionality (2)
](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1045534&qs=pros-and-cons#reviews)[
Access Control (1)
](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1046397&qs=pros-and-cons#reviews)

Ratings

Meets Requirements

**Elementary Data**

8.5

8.516

**Soda**

8.7

8.749

Ease of Use

**Elementary Data**

8.5

8.518

**Soda**

8.5

8.550

Ease of Setup

**Elementary Data**

8.7

8.717

**Soda**

8.4

8.429

Ease of Admin

**Elementary Data**

8.9

8.96

**Soda**

8.6

8.622

Quality of Support

**Elementary Data**

9.2

9.214

**Soda**

8.7

8.749

Has the product been a good partner in doing business?

**Elementary Data**

8.7

8.75

**Soda**

8.9

8.922

Product Direction (% positive)

**Elementary Data**

10.0

10.016

**Soda**

9.0

9.049

Features

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

7.8

14

8.2

24

Functionality

Real-time Analytics

4.9

13

8.0(won by 3.1)

22

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

Data quality monitoring

9.1

13

9.2(won by 0.1)

24

Automation

8.6(won by 0.5)

14

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

8.1

24

End to End visiblity

8.1

13

8.8(won by 0.7)

24

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

Management

Anomaly identification

9.0(won by 0.4)

13

8.6

24

Single pane view

8.7(won by 0.4)

13

8.3

20

Real-time alerts

7.9

14

8.6(won by 0.7)

23

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

Data lineage

7.8(won by 0.3)

13

7.5

21

Integrations

7.8

13

8.5(won by 0.7)

24

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

Generative AI

AI Text Generation

6.3(won by 0.2)

5

6.1

14

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

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

6.8

8

7.9

44

Functionality

Identification

9.0(won by 0.3)

7

8.7

42

Normalization

4.3

7

8.0(won by 3.7)

41

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

Data Matching

7.9(tied score)

7

7.9(tied score)

43

Correction

4.3(won by default)

7

Feature Not Available

Preventative Cleaning

4.5(won by default)

7

Feature Not Available

Real-Time Data

Not enough data

Not enough data

Management

Reporting

9.0(won by 1.3)

8

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

7.7

33

Quality Audits

9.7(won by 1.2)

6

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

8.5

42

Dashboard

9.3(won by 1.6)

7

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

7.7

42

Governance

7.5

6

8.2(won by 0.7)

38

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

Automation

8.1(won by default)

6

Feature Not Available

Generative AI

AI Text Generation

1.1

6

5.9(won by 4.8)

25

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

AI Text Summarization

1.1

6

6.3(won by 5.2)

25

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

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 2 feature categories with incomplete data

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

Not enough data

Not enough data

Functionality

Monitoring

Not enough data

Not enough data

Alerting

Not enough data

Not enough data

Logging

Not enough data

Not enough data

Response Time

Not enough data

Not enough data

Reporting

Not enough data

Not enough data

Data Visualization

Not enough data

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

DataOps Platforms[Hide 17 FeaturesShow 17 Features](javascript:void(0);)

Not enough data

Not enough data

Data Management

Data Integration

Not enough data

Not enough data

Metadata

Not enough data

Not enough data

Self-service

Not enough data

Not enough data

Automated workflows

Not enough data

Not enough data

Agentic AI - DataOps Platforms

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

Analytics capabilities

Not enough data

Not enough data

Dasboard visualizations

Not enough data

Not enough data

Monitoring and Management

Data Observability

Not enough data

Not enough data

Testing capabilities

Not enough data

Not enough data

Cloud Deployment

Hybrid cloud support

Not enough data

Not enough data

Cloud migration capabilities

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

Not enough data

AI Text Summarization

Not enough data

Not enough data

User Insights

Reviewers' Company Size

[![Elementary Data](https://images.g2crowd.com/uploads/product/hd_favicon/a380b5e96bb25d4170976c2b158f0cc7/elementary-data.svg "Elementary Data")](https://www.g2.com/products/elementary-data/reviews)

Elementary Data

Small-Business(50 or fewer emp.)

22.2%

Mid-Market(51-1000 emp.)

55.6%

Enterprise(\> 1000 emp.)

22.2%

[![Soda](https://images.g2crowd.com/uploads/product/hd_favicon/e638e91488c4eb39ed2012d3148576e6/soda-data.svg "Soda")](https://www.g2.com/products/soda/reviews)

Soda

Small-Business(50 or fewer emp.)

16.4%

Mid-Market(51-1000 emp.)

43.6%

Enterprise(\> 1000 emp.)

40.0%

Small-Business

(50 or fewer emp.)

22.2%

16.4%

Mid-Market

(51-1000 emp.)

55.6%

43.6%

Enterprise

(\> 1000 emp.)

22.2%

40.0%

Reviewers' Industry

[![Elementary Data](https://images.g2crowd.com/uploads/product/hd_favicon/a380b5e96bb25d4170976c2b158f0cc7/elementary-data.svg "Elementary Data")](https://www.g2.com/products/elementary-data/reviews)
Elementary Data

Financial Services

22.2%

Retail

11.1%

Entertainment

11.1%

Computer Software

11.1%

Consulting

5.6%

Other

38.9%

[![Soda](https://images.g2crowd.com/uploads/product/hd_favicon/e638e91488c4eb39ed2012d3148576e6/soda-data.svg "Soda")](https://www.g2.com/products/soda/reviews)
Soda

Information Technology and Services

21.8%

Computer Software

18.2%

Consulting

16.4%

Financial Services

9.1%

Retail

3.6%

Other

30.9%

Alternatives

**Elementary Data Alternatives**

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

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

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

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

 ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks")

[
Databricks
](/products/databricks/reviews)

**Soda Alternatives**

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

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

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

[
Great Expectations
](/products/great-expectations/reviews)

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

[
Anomalo
](/products/anomalo/reviews)

 ![dbt](https://images.g2crowd.com/uploads/product/hd_favicon/fb5962d21f726bb78733c336e00ac3ef/dbt.svg "dbt")

[
dbt
](/products/dbt/reviews)

## Elementary Data vs Soda

When assessing the two solutions, reviewers found them equally easy to use. However, Elementary Data is easier to set up While Soda is easier to do business with overall. and administer.

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