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# Dremio vs Snowflake Comparison - What are their main differences?

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DremioSnowflake[+ Add Product](#)

Reviews

**Dremio** [

4.6/5(71)

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

**Snowflake** [

4.6/5(762)

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

Pricing

**Dremio**
Free Trial

No pricing available

**Snowflake**
Free Trial

**$2** Compute/Hour · Standard

**Pricing Insights**
from reviews

Time to Implement

**Dremio**
2 monthsFaster

Based on 6 responses

**Snowflake**
3 months

Based on 18 responses

Return on Investment

**Dremio**
19 months

Based on 8 responses

**Snowflake**
12 months7 months sooner

Based on 13 responses

Perceived Cost

**Dremio**
$$$$$

**Snowflake**
$$$$$

Average Discount

**Dremio**
Not enough reviews yet

**Snowflake**
14%

Pros & Cons

**Dremio**
[
Ease of Use (4)
](https://www.g2.com/products/dremio/reviews?filters%5Bsentiment_snippet%5D=1574130&qs=pros-and-cons#reviews)[
Interface Ease-of-Use (4)
](https://www.g2.com/products/dremio/reviews?filters%5Bsentiment_snippet%5D=1573573&qs=pros-and-cons#reviews)[
Difficulty (2)
](https://www.g2.com/products/dremio/reviews?filters%5Bsentiment_snippet%5D=1574092&qs=pros-and-cons#reviews)[
Installation Difficulty (2)
](https://www.g2.com/products/dremio/reviews?filters%5Bsentiment_snippet%5D=1574232&qs=pros-and-cons#reviews)

**Snowflake**
[
Ease of Use (183)
](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1116325&qs=pros-and-cons#reviews)[
Features (118)
](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1109742&qs=pros-and-cons#reviews)[
Expensive (91)
](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1108150&qs=pros-and-cons#reviews)[
Feature Limitations (54)
](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1114934&qs=pros-and-cons#reviews)

Integrations

**Dremio**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b8b49f2b6f9cd484b0efa52a4abd8269/microsoft-microsoft-power-bi.png "Product Avatar Image")

Microsoft Power BI

](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_cbdded440dd46c7dcb4debe3e10b5048/microsoft-sharepoint.png "Product Avatar Image")

Microsoft SharePoint

](https://www.g2.com/products/microsoft-sharepoint/reviews)[
View all
](https://www.g2.com/products/dremio/integrations)

**Snowflake**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_47b9d3e7c4b84274ac40b4dc6d693327/adverity.png "Product Avatar Image")

Adverity

](https://www.g2.com/products/adverity/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_d8d487b67574b56a5ad57a2f0f159a30/airtable.jpg "Product Avatar Image")

Airtable

](https://www.g2.com/products/airtable/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_cacdec8b8edeace9b3c89e0c2cded695/amazon-ec2.jpg "Product Avatar Image")

Amazon EC2

](https://www.g2.com/products/amazon-ec2/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_cacdec8b8edeace9b3c89e0c2cded695/amazon-s3-glacier.jpg "Product Avatar Image")

Amazon S3 Glacier

](https://www.g2.com/products/amazon-s3-glacier/reviews)[
View all
](https://www.g2.com/products/snowflake/integrations)

Screenshots

**Dremio**
 ![Dremio 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/203238/1-One-engine-for-all-SQL-workloads.png)

**Snowflake**
 ![Snowflake 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/89744/Screenshot-1b-Idealized.png)

Ratings

Meets Requirements

**Dremio**

8.7

8.754

**Snowflake**

9.1

9.1583

Ease of Use

**Dremio**

9.2

9.255

**Snowflake**

9.0

9.0621

Ease of Setup

**Dremio**

8.5

8.549

**Snowflake**

9.0

9.0405

Ease of Admin

**Dremio**

7.8

7.829

**Snowflake**

8.7

8.7216

Quality of Support

**Dremio**

8.6

8.651

**Snowflake**

8.7

8.7534

Has the product been a good partner in doing business?

**Dremio**

9.1

9.128

**Snowflake**

9.0

9.0218

Product Direction (% positive)

**Dremio**

9.8

9.847

**Snowflake**

9.3

9.3549

Features

Data Warehouse[Hide 48 FeaturesShow 48 Features](javascript:void(0);)

8.4

27

8.8

294

Data Management

Data Integration

8.6

23

9.1(won by 0.5)

220

|

Verified

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

Data Compression

8.6

21

8.9(won by 0.3)

181

|

Verified

Data Quality

8.3

12

9.1(won by 0.8)

192

|

Verified

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

Built-In Data Analytics

7.7

20

8.4(won by 0.7)

190

|

Verified

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

Data Lake Analytics

8.9(won by 0.2)

23

8.7

169

|

Verified

In-Database Machine Learning

Feature Not Available

8.2(won by default)

169

|

Verified

ETL - Extract Transfer Load

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Integration

BI Tool Integration

8.8

21

9.0(won by 0.2)

207

|

Verified

Data lake Integration

9.0(won by 0.1)

22

8.9

173

|

Verified

AI/ ML Integration

Feature Not Available

8.4(won by default)

171

|

Verified

Deployment

On-Premise

8.7(won by 0.9)

15

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

7.8

149

|

Verified

Cloud

8.5

19

9.3(won by 0.8)

215

|

Verified

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

Performance 

Scalability

8.3

21

9.3(won by 1.0)

230

|

Verified

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

Security

Data Governance

8.2

20

8.9(won by 0.7)

194

|

Verified

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

Data Security

Feature Not Available

9.1(won by default)

200

|

Verified

Generative AI

AI Text Generation

6.9

12

8.1(won by 1.2)

90

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

AI Text Summarization

Not enough data

8.2(won by default)

87

Generative AI

Not enough data

Not enough data

Additional Functionality

Parallel Processing

Not enough data

Not enough data

Ad hoc Analysis

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

API

Not enough data

Not enough data

In-Database Processing

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Ad hoc Reporting

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Match & Merge

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

In-Memory Processing

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Big Data Processing and Distribution[Hide 10 FeaturesShow 10 Features](javascript:void(0);)

8.7

24

9.1

120

Database

Real-Time Data Collection

Feature Not Available

9.0(won by default)

102

Data Distribution

Feature Not Available

9.3(won by default)

105

Data Lake

Feature Not Available

9.3(won by default)

98

Integrations

Hadoop Integration

9.0(won by 0.3)

18

8.7

79

Spark Integration

8.1

14

8.7(won by 0.6)

85

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

Platform

Machine Scaling

9.1(tied score)

20

9.1(tied score)

95

Data Preparation

8.7

13

9.0(won by 0.3)

100

Spark Integration

8.1

14

8.7(won by 0.6)

85

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

Processing

Cloud Processing

9.2

20

9.3(won by 0.1)

100

Workload Processing

8.6

13

9.1(won by 0.5)

98

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

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

8.1

32

9.0

108

Data Transformation

Data Querying

9.2

26

9.4(won by 0.2)

96

Real-Time Analytics

Feature Not Available

9.2(won by default)

96

Reporting/Analytics

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Connectivity

Hadoop Integration

8.6(tied score)

22

8.6(tied score)

82

Multi-Source Analysis

8.9

23

9.1(won by 0.2)

86

Data Lake

9.0

27

9.1(won by 0.1)

88

Spark Integration

Feature Not Available

8.7(won by default)

83

Real-Time Data

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

What-if Analysis

Not enough data

Not enough data

Statistical Analysis

Not enough data

Not enough data

Data Blending

Not enough data

Not enough data

Ad hoc Analysis

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Operations

Data Visualization

7.2

25

8.7(won by 1.5)

92

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

Data Workflow

7.1

25

9.2(won by 2.1)

88

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

Governed Discovery

7.8

27

8.9(won by 1.1)

80

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

Embedded Analytics

7.7

21

8.8(won by 1.1)

84

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

Notebooks

7.1

22

8.8(won by 1.7)

84

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

Data Discovery

Not enough data

Not enough data

Additional Functionality

Data Warehousing

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Ad hoc Reporting

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Templates

Not enough data

Not enough data

Forecasting

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Cleansing

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

No-Code

Not enough data

Not enough data

High Volume Processing

Not enough data

Not enough data

Database Support

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

MLOps Platforms[Hide 22 FeaturesShow 22 Features](javascript:void(0);)

Not enough data

9.2

14

Deployment

Language Flexibility

Not enough data

9.2(won by default)

13

Framework Flexibility

Not enough data

9.0(won by default)

13

Versioning

Not enough data

9.1(won by default)

13

Ease of Deployment

Not enough data

9.4(won by default)

13

Scalability

Not enough data

9.4(won by default)

13

Deployment

Language Flexibility

Not enough data

9.4(won by default)

11

Framework Flexibility

Not enough data

9.5(won by default)

11

Versioning

Not enough data

9.5(won by default)

11

Ease of Deployment

Not enough data

9.5(won by default)

11

Scalability

Not enough data

9.4(won by default)

11

Management

Cataloging

Not enough data

9.0(won by default)

13

Monitoring

Not enough data

9.0(won by default)

12

Governing

Not enough data

9.2(won by default)

13

Model Registry

Not enough data

9.1(won by default)

13

Operations

Metrics

Not enough data

8.9(won by default)

11

Infrastructure management

Not enough data

8.9(won by default)

11

Collaboration

Not enough data

9.5(won by default)

11

Management

Cataloging

Not enough data

9.2(won by default)

11

Monitoring

Not enough data

9.3(won by default)

10

Governing

Not enough data

8.8(won by default)

11

Generative AI

AI Text Generation

Not enough data

8.6(won by default)

11

AI Text Summarization

Not enough data

8.5(won by default)

11

Data Science and Machine Learning Platforms[Hide 75 FeaturesShow 75 Features](javascript:void(0);)

Not enough data

8.7

40

System

Data Ingestion & Wrangling

Not enough data

9.2(won by default)

30

Real-Time Data

Not enough data

Not enough data

Model Development

Language Support

Not enough data

9.2(won by default)

32

Drag and Drop

Not enough data

8.6(won by default)

29

Pre-Built Algorithms

Not enough data

8.4(won by default)

31

Model Training

Not enough data

8.8(won by default)

31

Database Support

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Model Development

Feature Engineering

Not enough data

8.8(won by default)

29

Machine/Deep Learning Services

Computer Vision

Not enough data

8.6(won by default)

29

Natural Language Processing

Not enough data

8.7(won by default)

31

Natural Language Generation

Not enough data

8.4(won by default)

29

Artificial Neural Networks

Not enough data

8.4(won by default)

28

Machine/Deep Learning Services

Natural Language Understanding

Not enough data

8.6(won by default)

29

Deep Learning

Not enough data

8.6(won by default)

26

Deployment

Managed Service

Not enough data

9.2(won by default)

33

Application

Not enough data

9.0(won by default)

29

Scalability

Not enough data

9.2(won by default)

31

Additional Functionality

Customizable Reports

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Semantic Search

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Ad hoc Reporting

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Statistical Analysis

Not enough data

Not enough data

Categorization/Grouping

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Data Profiling

Not enough data

Not enough data

Linked Data Management

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

API

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Ad hoc Analysis

Not enough data

Not enough data

Text Mining

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Predictive Modeling

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Endpoint Management

Not enough data

Not enough data

No-Code

Not enough data

Not enough data

Data Preparation

Not enough data

Not enough data

Auditing

Not enough data

Not enough data

Big Data Analytics

Not enough data

Not enough data

ML Algorithm Library

Not enough data

Not enough data

Data Management

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

8.6(won by default)

28

AI Text Summarization

Not enough data

8.5(won by default)

27

AI Text-to-Image

Not enough data

8.5(won by default)

26

Generative AI

Not enough data

Not enough data

Agentic AI - Data Science and Machine Learning Platforms

Autonomous Task Execution

Not enough data

8.4(won by default)

15

Multi-step Planning

Not enough data

8.4(won by default)

15

Cross-system Integration

Not enough data

8.5(won by default)

14

Adaptive Learning

Not enough data

8.6(won by default)

14

Natural Language Interaction

Not enough data

8.4(won by default)

15

Proactive Assistance

Not enough data

8.4(won by default)

15

Decision Making

Not enough data

8.4(won by default)

15

Third-Party Integrations

Not enough data

Not enough data

Database Management Systems (DBMS)[Hide 48 FeaturesShow 48 Features](javascript:void(0);)

Not enough data

9.2

110

Management

Data dictionary

Not enough data

9.0(won by default)

87

Data Replication

Not enough data

9.1(won by default)

88

Query Language

Not enough data

9.4(won by default)

94

Data Modeling

Not enough data

9.0(won by default)

92

Performance Analysis

Not enough data

9.1(won by default)

91

Data Synchronization

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Maintenance

Data Migration

Not enough data

9.3(won by default)

90

Backup and Recovery

Not enough data

9.0(won by default)

89

Multi-User Environment

Not enough data

9.3(won by default)

93

Automatic Backup

Not enough data

Not enough data

Database Conversion

Not enough data

Not enough data

Security

Data Encryption

Not enough data

9.3(won by default)

90

User Access Control

Not enough data

9.2(won by default)

95

Mobile Access

Not enough data

Not enough data

Additional Functionality

Workflow Management

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Relational Database Management

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Customizable Templates

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Full Text Search

Not enough data

Not enough data

Data Virtualization

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Customizable Fields

Not enough data

Not enough data

Authentication

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Multiple Programming Languages Supported

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

User Management

Not enough data

Not enough data

NOSQL Database Management

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Calendar Management

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Document Storage

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

Charting

Not enough data

Not enough data

Columnar Databases[Hide 12 FeaturesShow 12 Features](javascript:void(0);)

Not enough data

9.2

53

Storage

Data Model

Not enough data

9.2(won by default)

46

Data Types

Not enough data

9.2(won by default)

46

Availability

Auto Sharding

Not enough data

9.1(won by default)

41

Auto Recovery

Not enough data

9.2(won by default)

39

Data Replication

Not enough data

9.2(won by default)

43

Performance

Integrated Cache

Not enough data

9.2(won by default)

46

Security

Role-Based Authorization

Not enough data

9.1(won by default)

46

Authentication

Not enough data

9.2(won by default)

47

Audit Logs

Not enough data

9.0(won by default)

40

Encryption

Not enough data

9.2(won by default)

40

Support

Multi-Model

Not enough data

9.3(won by default)

38

Operating Systems

Not enough data

9.2(won by default)

37

Data Clean Room[Hide 2 FeaturesShow 2 Features](javascript:void(0);)

Not enough data

9.2

28

Centralized computation

Centralized Computation

Not enough data

9.3(won by default)

27

Localized computation

Localized computation

Not enough data

9.0(won by default)

26

Data as a Service (DaaS)[Hide 7 FeaturesShow 7 Features](javascript:void(0);)

8.3

11

Not enough data

Data Management

Data Migration

8.6(won by default)

11

Not enough data

Managing Data

8.8(won by default)

11

Not enough data

Secured Data Storage

Feature Not Available

Not enough data

Data as a Service

Self-Service Isights

7.6(won by default)

11

Not enough data

DaaS Quality

8.2(won by default)

11

Not enough data

Architecture

Data Fabric Creation

8.2(won by default)

11

Not enough data

DaaS Architecture

8.6(won by default)

11

Not enough data

Show 5 feature categories with incomplete data

Business Intelligence[Hide 85 FeaturesShow 85 Features](javascript:void(0);)

Not enough data

Not enough data

Reports

Reports Interface

Not enough data

Not enough data

Steps to Answer

Not enough data

Not enough data

Graphs and Charts

Not enough data

Not enough data

Score Cards

Not enough data

Not enough data

Dashboards

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Marketing Reports

Not enough data

Not enough data

Sales Reports

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Interactive Reports

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Customizable Dashboard

Not enough data

Not enough data

Self Service 

Calculated Fields

Not enough data

Not enough data

Data Column Filtering

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Search

Not enough data

Not enough data

Collaboration / Workflow

Not enough data

Not enough data

Automodeling

Not enough data

Not enough data

Natural Language Search

Not enough data

Not enough data

Visual Discovery

Not enough data

Not enough data

Data Blending

Not enough data

Not enough data

Data Blending

Not enough data

Not enough data

Advanced Analytics

Predictive Analytics

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Big Data Services

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Building Reports

Data Transformation

Not enough data

Not enough data

Data Modeling

Not enough data

Not enough data

WYSIWYG Report Design

Not enough data

Not enough data

Integration APIs

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Platform

Mobile User Support

Not enough data

Not enough data

Customization 

Not enough data

Not enough data

User, Role, and Access Management

Not enough data

Not enough data

Internationalization

Not enough data

Not enough data

Sandbox / Test Environments

Not enough data

Not enough data

Performance and Reliability

Not enough data

Not enough data

Breadth of Partner Applications

Not enough data

Not enough data

Mobile Access

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Additional Functionality

Customizable Branding

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Ad hoc Reporting

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Publishing/Sharing

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Strategic Planning

Not enough data

Not enough data

Self Service Data Preparation

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Text Analysis

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Widgets

Not enough data

Not enough data

Benchmarking

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Trend/Problem Indicators

Not enough data

Not enough data

Customizable Templates

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Profitability Analysis

Not enough data

Not enough data

OLAP

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Key Performance Indicators

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Data Mining

Not enough data

Not enough data

Forecasting

Not enough data

Not enough data

Ad hoc Query

Not enough data

Not enough data

Artificial Intelligence[Hide 37 FeaturesShow 37 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Tagging

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Speech Recognition

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Virtual Personal Assistant (VPA)

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Customer Segmentation

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

For eCommerce

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Document Management

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Machine Learning

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Mobile App

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

For Sales Teams/Organizations

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Chatbot

Not enough data

Not enough data

Workflow Automation

Not enough data

Not enough data

Data Governance[Hide 70 FeaturesShow 70 Features](javascript:void(0);)

Not enough data

Not enough data

Administration

Data Modelling

Not enough data

Not enough data

Recommendations

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Dashboards and Visualizations

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Rules-Based Workflow

Not enough data

Not enough data

Management

Business Glossary

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Data Profililng

Not enough data

Not enough data

Reporting and Visualization

Not enough data

Not enough data

Data Lineage

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Compliance

Sensitive Data Compliance

Not enough data

Not enough data

Training and Guidelines

Not enough data

Not enough data

Policy Enforcement

Not enough data

Not enough data

Compliance Monitoring

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Security

Access Control

Not enough data

Not enough data

Roles Management

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Deletion Management

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

User Management

Not enough data

Not enough data

Process Management

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Data Quality

Data Preparation

Not enough data

Not enough data

Data Distribution

Not enough data

Not enough data

Data Unification

Not enough data

Not enough data

Maintainence

Data Quality Management

Not enough data

Not enough data

Policy Management

Not enough data

Not enough data

Data Storage Management

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

Generative AI

Not enough data

Not enough data

Agentic AI - Data Governance

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

Third-Party Integrations

Not enough data

Not enough data

Active Directory Integration

Not enough data

Not enough data

Additional Functionality

AI Copilot

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Archiving & Retention

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Audit Trail

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Data Profiling

Not enough data

Not enough data

Authentication

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

HIPAA Compliant

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Risk Assessment

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Self Service Portal

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Document Storage

Not enough data

Not enough data

API

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Automatic Backup

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Semantic Layer Tools[Hide 17 FeaturesShow 17 Features](javascript:void(0);)

Not enough data

Not enough data

Deployment & Integration - Semantic Layer Tools

Multi-Environment & Multi-Cloud Support

Not enough data

Not enough data

Open API & SDK Integration

Not enough data

Not enough data

Data Connectivity & Federation - Semantic Layer Tools

Cross-Source Query Federation

Not enough data

Not enough data

Dynamic Schema & Metadata Adaptation

Not enough data

Not enough data

Data Modeling & Metrics - Semantic Layer Tools

Derived & Calculated Metrics

Not enough data

Not enough data

Time Intelligence Functions

Not enough data

Not enough data

Performance Optimization - Semantic Layer Tools

Query Caching & Acceleration

Not enough data

Not enough data

Adaptive Query Optimization

Not enough data

Not enough data

Governance - Semantic Layer Tools

AI Governance & Observability

Not enough data

Not enough data

Metric Lineage for AI Training Data

Not enough data

Not enough data

Version Control & Change Impact Analysis

Not enough data

Not enough data

Advanced Intelligence - Semantic Layer Tools

Natural Language Query Interface

Not enough data

Not enough data

Semantic Layer for AI/ML Models

Not enough data

Not enough data

Recommendation Engine

Not enough data

Not enough data

Agentic AI Enablement - Semantic Layer Tools

Agentic Query Orchestration

Not enough data

Not enough data

Contextual Reasoning Layer

Not enough data

Not enough data

Workflow Automation via Semantic Agents

Not enough data

Not enough data

Big Data[Hide 17 FeaturesShow 17 Features](javascript:void(0);)

Not enough data

Not enough data

Building Reports

Data Transformation

Not enough data

Not enough data

Data Modeling

Not enough data

Not enough data

WYSIWYG Report Design

Not enough data

Not enough data

Integration APIs

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Platform

Mobile User Support

Not enough data

Not enough data

Customization 

Not enough data

Not enough data

User, Role, and Access Management

Not enough data

Not enough data

Internationalization

Not enough data

Not enough data

Sandbox / Test Environments

Not enough data

Not enough data

Performance and Reliability

Not enough data

Not enough data

Breadth of Partner Applications

Not enough data

Not enough data

Mobile Access

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

User Insights

Reviewers' Company Size

[![Dremio](https://images.g2crowd.com/uploads/product/hd_favicon/c182ac68b3200b9132e437ac22ff3d7e/dremio.svg "Dremio")](https://www.g2.com/products/dremio/reviews)

Dremio

Small-Business(50 or fewer emp.)

12.3%

Mid-Market(51-1000 emp.)

40.0%

Enterprise(\> 1000 emp.)

47.7%

[![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake")](https://www.g2.com/products/snowflake/reviews)

Snowflake

Small-Business(50 or fewer emp.)

13.0%

Mid-Market(51-1000 emp.)

44.9%

Enterprise(\> 1000 emp.)

42.2%

Small-Business

(50 or fewer emp.)

12.3%

13.0%

Mid-Market

(51-1000 emp.)

40.0%

44.9%

Enterprise

(\> 1000 emp.)

47.7%

42.2%

Reviewers' Industry

[![Dremio](https://images.g2crowd.com/uploads/product/hd_favicon/c182ac68b3200b9132e437ac22ff3d7e/dremio.svg "Dremio")](https://www.g2.com/products/dremio/reviews)
Dremio

Financial Services

24.6%

Information Technology and Services

10.8%

Computer Software

7.7%

Automotive

4.6%

Marketing and Advertising

4.6%

Other

47.7%

[![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake")](https://www.g2.com/products/snowflake/reviews)
Snowflake

Information Technology and Services

15.0%

Computer Software

14.0%

Financial Services

10.2%

Marketing and Advertising

4.7%

Hospital & Health Care

3.3%

Other

52.7%

FAQs

## Dremio vs Snowflake FAQs

Generated using AI

Last updated: August 14, 2026

### What is the difference between Snowflake vs Dremio?

Snowflake and Dremio both score 4.6/5 on G2, but Snowflake is favored for its enterprise-grade support and AI/ML features, while Dremio stands out for direct data lake querying and integration breadth.

| [Snowflake](https://www.g2.com/products/snowflake/reviews) | [Dremio](https://www.g2.com/products/dremio/reviews) |
| --- | --- |
| 4.6/5 (763 reviews) | 4.6/5 (71 reviews) |
| Enterprise | Mid-Market |
| 9.0 | 8.5 |
| 8.7 | 8.6 |
| Enterprise-grade support, AI/ML integration | Direct data lake querying, broad integrations |

### How do the pricing models of Snowflake and Dremio compare?

Snowflake is rated higher for price satisfaction, making it the stronger value compared to Dremio.

- **Snowflake:** Reviewers highlight cost optimization through separation of storage and compute, but note the need for careful monitoring to avoid unexpected charges.
- **Dremio:** Reviewers cite significant cost savings from eliminating data duplication and a consumption-based model, but mention that costs can rise with scale and administrative complexity.

### What are the best alternatives to Snowflake and Dremio?

The best alternatives to Snowflake and Dremio are Databricks, Cloudera, and BigQuery.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Snowflake](https://www.g2.com/products/snowflake/reviews) | 4.6/5 (763 reviews) | Enterprise | Cost optimization with storage/compute separation | Enterprise-grade support, AI/ML integration |
| [Dremio](https://www.g2.com/products/dremio/reviews) | 4.6/5 (71 reviews) | Mid-Market | Consumption-based, cost savings on storage | Direct data lake querying, broad integrations |
| [Databricks](https://www.g2.com/products/databricks/reviews) | 4.6/5 (1366 reviews) | Enterprise | — | Unified analytics and AI platform |
| [Cloudera](https://www.g2.com/products/cloudera/reviews) | 4.1/5 (136 reviews) | Enterprise | — | Big data management and scalability |
| [BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) | 4.5/5 (1224 reviews) | Enterprise | — | Serverless analytics, fast query performance |

### Which Data Warehouse features should I prioritize when comparing Snowflake and Dremio?

Buyers should prioritize scalability, integration breadth, AI/ML capabilities, cost management, and ease of setup when comparing Snowflake and Dremio.

- **Scalability:** Snowflake is frequently cited for elastic scaling and separation of storage and compute; Dremio is praised for handling large datasets and direct data lake querying (6 all-time mentions for large datasets).
- **Integration breadth:** Dremio has 10 all-time mentions for integrations, supporting 36+ data sources; Snowflake is cited for strong integrations with Tableau (31 all-time mentions), Looker (11), and Airtable.
- **AI/ML capabilities:** Snowflake offers AI/ML integration and in-database machine learning, which Dremio does not.
- **Cost management:** Snowflake reviewers highlight the need for careful monitoring to avoid cost spikes; Dremio reviewers cite cost savings from eliminating data duplication.
- **Ease of setup:** Snowflake scores 9.0, Dremio 8.5 on Ease of Setup; both are praised for straightforward onboarding, but Dremio's learning curve is noted in reviews.

### What are the pros and cons of Snowflake vs Dremio?

Snowflake's headline strength is enterprise-grade support and AI/ML integration, while Dremio excels in direct data lake querying and integration breadth.

- **Snowflake strengths:** Enterprise-grade support, AI/ML integration, elastic scaling, strong integrations with Tableau (31 all-time mentions), Looker (11), and Airtable, separation of storage and compute, and ease of setup (score: 9.0).
- **Snowflake trade-offs:** Reviewers note cost management challenges, a learning curve for advanced features, and occasional UI changes.
- **Dremio strengths:** Direct data lake querying, broad integrations (10 all-time mentions), ease of use (13), performance (7), SQL support (7), data management (6), large datasets (6), and setup ease (6).
- **Dremio trade-offs:** Reviewers cite a steep learning curve (4 all-time mentions), administrative complexity, inconsistent support (5), and performance issues at high concurrency.

### Is Snowflake or Dremio better for small businesses?

Dremio is a better fit for small businesses, as it is most prominent in the Mid-Market segment and praised for ease of use and cost savings.

- **Snowflake:** Largest segment is Enterprise; reviewers highlight scalability and integrations but note cost management and a learning curve for smaller teams.
- **Dremio:** Largest segment is Mid-Market; reviewers praise its ease of use, direct data access, and cost savings, making it attractive for smaller organizations.

### Which Data Warehouse platform has better integrations?

Dremio is favored for integration breadth, with more reviewer-cited integrations and broader source support.

- **Snowflake:** Integrates with Tableau (31 all-time mentions), Looker (11), and Airtable; reviewers highlight ease of integration with BI tools and data pipelines.
- **Dremio:** Integrates with Power BI, Tableau, and AWS S3; 10 all-time mentions for integrations, with reviewers citing support for 36+ data sources and strong JDBC/ODBC connectivity.

### How do Snowflake and Dremio compare on customer support?

Snowflake and Dremio are at near-parity on Quality of Support, with scores of 8.7 and 8.6 respectively.

- **Snowflake:** Reviewers describe support as responsive and knowledgeable, with efficient onboarding and helpful documentation.
- **Dremio:** Reviewers note responsive support and a helpful open-source community, but also mention inconsistent support quality and administrative overhead in some cases.

### Which is easier to implement, Snowflake or Dremio?

Snowflake is rated higher for Ease of Setup (9.0 vs. Dremio's 8.5), making it easier to implement for most organizations.

- **Snowflake:** Reviewers consistently cite straightforward onboarding, minimal configuration, and clear documentation, with setup scores of 9.0.
- **Dremio:** Reviewers praise easy initial setup and rapid productivity, but note a steeper learning curve for advanced features and administrative complexity, with setup scores of 8.5.

### Which product has better Cloud?

Cloud is the most frequently mentioned feature across both products, with both Snowflake and Dremio offering strong cloud-native capabilities.

- **Snowflake:** Reviewers highlight its cloud-native architecture, elastic scaling, and multi-cloud support; frequently cited for cloud storage and compute separation.
- **Dremio:** Reviewers praise its cloud-native design, support for AWS and Azure, and direct querying of cloud data lakes; cited for cloud integration and scalability.

Alternatives

**Dremio Alternatives**

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

[
Databricks
](/products/databricks/reviews)

 ![Google Cloud BigQuery](https://images.g2crowd.com/uploads/product/hd_favicon/875b8a68eca98ce3458f26e9dd34cdf9/google-cloud-bigquery.svg "Google Cloud BigQuery")

[
BigQuery
](/products/google-cloud-bigquery/reviews)

 ![Starburst](https://images.g2crowd.com/uploads/product/hd_favicon/8a61de83f13c495148f2f8166e49d8a1/starburst.svg "Starburst")

[
Starburst
](/products/starburst/reviews)

 ![Denodo](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_18f10ac25966c6ac7bf78e59f9b3bd6e/denodo.jpeg "Denodo")

[
Denodo
](/products/denodo/reviews)

**Snowflake Alternatives**

 ![Cloudera](https://images.g2crowd.com/uploads/product/hd_favicon/dcfb9e6879febb34cef773ddde921835/cloudera.svg "Cloudera")

[
Cloudera
](/products/cloudera/reviews)

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

[
Databricks
](/products/databricks/reviews)

 ![Google Cloud BigQuery](https://images.g2crowd.com/uploads/product/hd_favicon/875b8a68eca98ce3458f26e9dd34cdf9/google-cloud-bigquery.svg "Google Cloud BigQuery")

[
BigQuery
](/products/google-cloud-bigquery/reviews)

 ![Teradata Autonomous Knowledge Platform](https://images.g2crowd.com/uploads/product/hd_favicon/18effe7340087cf76270e479644d3e42/teradata-autonomous-knowledge-platform.svg "Teradata Autonomous Knowledge Platform")

[
Teradata Autonomous Knowledge Platform
](/products/teradata-autonomous-knowledge-platform/reviews)