Link copied to clipboard

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

Share
[
Export
](/compare/rubrik/snowflake/export.csv)

RubrikSnowflake[+ Add Product](#)

Reviews

**Rubrik** [

4.6/5(302)

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

**Snowflake** [

4.6/5(762)

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

Pricing

**Rubrik**
No pricing available

**Snowflake**
Free Trial

**$2** Compute/Hour · Standard

**Pricing Insights**
from reviews

Time to Implement

**Rubrik**
2 monthsFaster

Based on 12 responses

**Snowflake**
3 months

Based on 18 responses

Return on Investment

**Rubrik**
14 months

Based on 12 responses

**Snowflake**
12 months2 months sooner

Based on 13 responses

Perceived Cost

**Rubrik**
$$$$$

**Snowflake**
$$$$$

Average Discount

**Rubrik**
16%2% more

**Snowflake**
14%

Pros & Cons

**Rubrik**
[
Ease of Use (49)
](https://www.g2.com/products/rubrik/reviews?filters%5Bsentiment_snippet%5D=1278977&qs=pros-and-cons#reviews)[
Backup Solutions (32)
](https://www.g2.com/products/rubrik/reviews?filters%5Bsentiment_snippet%5D=1278473&qs=pros-and-cons#reviews)[
Expensive (17)
](https://www.g2.com/products/rubrik/reviews?filters%5Bsentiment_snippet%5D=1278335&qs=pros-and-cons#reviews)[
Limited Features (11)
](https://www.g2.com/products/rubrik/reviews?filters%5Bsentiment_snippet%5D=1278992&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

**Rubrik**
[

 ![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_a697fff464fa3e9e9509f963fc269fe1/anthropic-sdk.png "Product Avatar Image")

Anthropic SDK

](https://www.g2.com/products/anthropic-sdk/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_2dcff27693fcb91849f632f81448fc0d/apache-cloudstack.png "Product Avatar Image")

CloudStack

](https://www.g2.com/products/apache-cloudstack/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/aws-lambda.jpg "Product Avatar Image")

AWS Lambda

](https://www.g2.com/products/aws-lambda/reviews)[
View all
](https://www.g2.com/products/rubrik/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

**Rubrik**
 ![Rubrik 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/1343962/rubrik-dashboard.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

**Rubrik**

8.9

8.9143

**Snowflake**

9.1

9.1583

Ease of Use

**Rubrik**

9.1

9.1226

**Snowflake**

9.0

9.0621

Ease of Setup

**Rubrik**

9.0

9.0208

**Snowflake**

9.0

9.0405

Ease of Admin

**Rubrik**

9.0

9.095

**Snowflake**

8.7

8.7216

Quality of Support

**Rubrik**

8.8

8.8140

**Snowflake**

8.7

8.7534

Has the product been a good partner in doing business?

**Rubrik**

9.0

9.094

**Snowflake**

9.0

9.0218

Product Direction (% positive)

**Rubrik**

9.6

9.6135

**Snowflake**

9.3

9.3549

Features

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

8.8

9

8.8

294

Data Management

Data Integration

8.5

8

|

Verified

9.1(won by 0.6)

220

|

Verified

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

Data Compression

9.0(won by 0.1)

8

|

Verified

8.9

181

|

Verified

Data Quality

9.2(won by 0.1)

8

|

Verified

9.1

192

|

Verified

Built-In Data Analytics

9.4(won by 1.0)

6

|

Verified

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

8.4

190

|

Verified

In-Database Machine Learning

8.3(won by 0.1)

6

|

Verified

8.2

169

|

Verified

Data Lake Analytics

8.6

6

|

Verified

8.7(won by 0.1)

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

AI/ ML Integration

8.1

6

|

Verified

8.4(won by 0.3)

171

|

Verified

BI Tool Integration

8.5

8

|

Verified

9.0(won by 0.5)

207

|

Verified

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

Data lake Integration

7.8

6

|

Verified

8.9(won by 1.1)

173

|

Verified

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

Deployment

On-Premise

9.2(won by 1.4)

8

|

Verified

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

7.8

149

|

Verified

Cloud

9.1

9

|

Verified

9.3(won by 0.2)

215

|

Verified

Performance 

Scalability

9.3(tied score)

9

|

Verified

9.3(tied score)

230

|

Verified

Security

Data Governance

9.0(won by 0.1)

7

|

Verified

8.9

194

|

Verified

Data Security

9.2(won by 0.1)

8

|

Verified

9.1

200

|

Verified

Generative AI

AI Text Generation

Not enough data

8.1(won by default)

90

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

Server Backup[Hide 66 FeaturesShow 66 Features](javascript:void(0);)

8.9

167

Not enough data

Compatibility 

File Server Backup

9.2(won by default)

66

Not enough data

Database Server Backup

9.0(won by default)

74

Not enough data

Virtual Machines

9.4(won by default)

71

Not enough data

Repository Models

8.9(won by default)

49

Not enough data

VM Backup

Not enough data

Not enough data

Management

Continuous Backup

9.3(won by default)

60

Not enough data

Disaster Recovery

9.3(won by default)

93

Not enough data

Storage Capacity

8.5(won by default)

66

Not enough data

Remote Backup

9.4(won by default)

65

Not enough data

Activity Monitoring

9.2(won by default)

61

Not enough data

Data Recovery

Not enough data

Not enough data

Automatic Backup

Not enough data

Not enough data

Differential Backup

Not enough data

Not enough data

Incremental Backup

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Remote Access & Monitoring

Not enough data

Not enough data

Compliance

Security Standards

9.2(won by default)

68

Not enough data

Cloud Data Protection

9.2(won by default)

87

Not enough data

Data Deduplication

9.0(won by default)

56

Not enough data

Ransomware Protection

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Agentic AI - Server Backup

Cross-system Integration

7.4(won by default)

11

Not enough data

Proactive Assistance

8.0(won by default)

5

Not enough data

Autonomous Task Execution

Not enough data

Not enough data

Multi-step Planning

Not enough data

Not enough data

Adaptive Learning

Not enough data

Not enough data

Decision Making

Not enough data

Not enough data

File Transfer

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Additional Functionality

Data Loss Prevention

Not enough data

Not enough data

Bare-Metal Restore

Not enough data

Not enough data

Compliance Tracking

Not enough data

Not enough data

Data Replication

Not enough data

Not enough data

Two-Factor Authentication

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Compression

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Duplicate Detection

Not enough data

Not enough data

Remote Monitoring & Management

Not enough data

Not enough data

Multi-OS

Not enough data

Not enough data

Backup Scheduling

Not enough data

Not enough data

Backup Log

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

File Management

Not enough data

Not enough data

Encryption

Not enough data

Not enough data

Sensitive Data Identification

Not enough data

Not enough data

Data Retention Management

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Archiving & Retention

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Policy Management

Not enough data

Not enough data

Multiple Format Support

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Database Backup[Hide 61 FeaturesShow 61 Features](javascript:void(0);)

9.8

19

Not enough data

Functionality

Data Backup

Not enough data

Not enough data

Backup Automation

Not enough data

Not enough data

Integration

Not enough data

Not enough data

Diverse Database Handling

Not enough data

Not enough data

Cloud Backup

Not enough data

Not enough data

Continuous Backup

Not enough data

Not enough data

Admin

Backup Management

Not enough data

Not enough data

Resource Management

Not enough data

Not enough data

File Management

Not enough data

Not enough data

Policy Management

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Incremental Backup

Not enough data

Not enough data

Remote Monitoring & Management

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

Agentic AI - Database Backup

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

Proactive Assistance

Not enough data

Not enough data

Decision Making

Not enough data

Not enough data

Additional Functionality

Backup and Recovery

9.8(won by default)

7

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Disaster Recovery

Not enough data

Not enough data

HIPAA Compliant

Not enough data

Not enough data

Data Recovery

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Two-Factor Authentication

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Remote Access/Control

Not enough data

Not enough data

Scheduled/Automated Reports

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Backup Scheduling

Not enough data

Not enough data

Archiving & Retention

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

Duplicate Detection

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Data Replication

Not enough data

Not enough data

Local Server Options

Not enough data

Not enough data

Document Storage

Not enough data

Not enough data

Compression

Not enough data

Not enough data

Status Tracking

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Backup Log

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

API

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Remote Server Options

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Email Alerts

Not enough data

Not enough data

Web Access/Restoration

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Encryption

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Automated Scheduling

Not enough data

Not enough data

Self Service Portal

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Task Scheduling

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

Cloud Management Platforms[Hide 49 FeaturesShow 49 Features](javascript:void(0);)

8.8

25

Not enough data

Functionality

Cloud Consolidation

8.7(won by default)

22

Not enough data

Cloud Orchestration

9.0(won by default)

21

Not enough data

Cloud Optimization

9.0(won by default)

21

Not enough data

Management

Cloud Cost Analytics

8.2(won by default)

18

Not enough data

Cloud Security

9.3(won by default)

21

Not enough data

Security Management

8.5(won by default)

21

Not enough data

Cloud Backup and Recovery

9.2(won by default)

23

Not enough data

Capacity Analytics

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Configuration Management

Not enough data

Not enough data

User Management

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Application Management

Not enough data

Not enough data

Cost Management

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Change Management

Not enough data

Not enough data

Disaster Recovery

Not enough data

Not enough data

Multi-Cloud Management

Not enough data

Not enough data

Service Level Agreement (SLA) Management

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

Patch Management

Not enough data

Not enough data

Inventory Management

Not enough data

Not enough data

Agentic AI - Cloud Management Platforms

Autonomous Task Execution

Not enough data

Not enough data

Cross-system Integration

Not enough data

Not enough data

Decision Making

Not enough data

Not enough data

Data Integration

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Additional Functionality

Performance Analysis

Not enough data

Not enough data

Service Catalog

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Anomaly Detection

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Multitenancy

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Self Service Portal

Not enough data

Not enough data

Network Monitoring

Not enough data

Not enough data

API

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Database Support

Not enough data

Not enough data

Cloud Encryption

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Event Logs

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

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

Data Replication[Hide 7 FeaturesShow 7 Features](javascript:void(0);)

8.8

48

Not enough data

Management

Real-Time Analytics

8.9(won by default)

35

Not enough data

Solution Integration

8.8(won by default)

37

Not enough data

Infrastructure Compatibility

8.8(won by default)

39

Not enough data

Monitoring

9.1(won by default)

40

Not enough data

Solution Provision

System Failover

9.0(won by default)

32

Not enough data

Pay by Usage

8.0(won by default)

32

Not enough data

Service Provision

8.7(won by default)

33

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

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

Not enough data

9.1

120

Database

Real-Time Data Collection

Not enough data

9.0(won by default)

102

Data Distribution

Not enough data

9.3(won by default)

105

Data Lake

Not enough data

9.3(won by default)

98

Integrations

Hadoop Integration

Not enough data

8.7(won by default)

79

Spark Integration

Not enough data

8.7(won by default)

85

Platform

Machine Scaling

Not enough data

9.1(won by default)

95

Data Preparation

Not enough data

9.0(won by default)

100

Spark Integration

Not enough data

8.7(won by default)

85

Processing

Cloud Processing

Not enough data

9.3(won by default)

100

Workload Processing

Not enough data

9.1(won by default)

98

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

Not enough data

9.0

108

Data Transformation

Real-Time Analytics

Not enough data

9.2(won by default)

96

Data Querying

Not enough data

9.4(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

Not enough data

8.6(won by default)

82

Spark Integration

Not enough data

8.7(won by default)

83

Multi-Source Analysis

Not enough data

9.1(won by default)

86

Data Lake

Not enough data

9.1(won by default)

88

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

Not enough data

8.7(won by default)

92

Data Workflow

Not enough data

9.2(won by default)

88

Governed Discovery

Not enough data

8.9(won by default)

80

Embedded Analytics

Not enough data

8.8(won by default)

84

Notebooks

Not enough data

8.8(won by default)

84

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

Show 12 feature categories with incomplete 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

SaaS Backup[Hide 17 FeaturesShow 17 Features](javascript:void(0);)

Not enough data

Not enough data

Functionality

Real-time Sync

Not enough data

Not enough data

Storage Capacity

Not enough data

Not enough data

Remote Backup

Not enough data

Not enough data

Versioning

Not enough data

Not enough data

Compatibility 

Endpoint Variety

Not enough data

Not enough data

SaaS Application Variety

Not enough data

Not enough data

Storage Formats

Not enough data

Not enough data

Management

File Sharing

Not enough data

Not enough data

Security Standards

Not enough data

Not enough data

Encrypted Storage

Not enough data

Not enough data

Agentic AI - SaaS Backup

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

File Recovery[Hide 11 FeaturesShow 11 Features](javascript:void(0);)

Not enough data

Not enough data

Compatibility 

File Formats

Not enough data

Not enough data

Partitions

Not enough data

Not enough data

Mobile

Not enough data

Not enough data

Management

Backup

Not enough data

Not enough data

Storage

Not enough data

Not enough data

File Scan

Not enough data

Not enough data

Security 

Encryption

Not enough data

Not enough data

Data Protection

Not enough data

Not enough data

File Deletion

Not enough data

Not enough data

Agentic AI - File Recovery

Autonomous Task Execution

Not enough data

Not enough data

Cross-system Integration

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

Cloud Data Security[Hide 11 FeaturesShow 11 Features](javascript:void(0);)

Not enough data

Not enough data

Data Protection

Data Masking

Not enough data

Not enough data

Data Encryption/Security

Not enough data

Not enough data

Data loss Prevention

Not enough data

Not enough data

Anomoly Detection

Not enough data

Not enough data

Sensitive Data Compliance

Not enough data

Not enough data

Analysis

Cloud Gap Analytics

Not enough data

Not enough data

Compliance Monitoring

Not enough data

Not enough data

User Analytics

Not enough data

Not enough data

Administration

Auditing

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Access Control

Not enough data

Not enough data

Disaster Recovery as a Service (DRaaS)[Hide 14 FeaturesShow 14 Features](javascript:void(0);)

Not enough data

Not enough data

Solution Provision

Service Provision

Not enough data

Not enough data

Pay by Usage

Not enough data

Not enough data

System Failover

Not enough data

Not enough data

Off-Site Data Storage

Not enough data

Not enough data

Data Replication

Not enough data

Not enough data

Management

Infrastructure Compatibility

Not enough data

Not enough data

Solution Integration

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

RTO and RPO Management

Not enough data

Not enough data

Agentic AI - Disaster Recovery as a Service (DRaaS)

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

Proactive Assistance

Not enough data

Not enough data

Decision Making

Not enough data

Not enough data

ServiceNow Store Apps[Hide 6 FeaturesShow 6 Features](javascript:void(0);)

Not enough data

Not enough data

ServiceNow Apps

ServiceNow Integration

Not enough data

Not enough data

Value

Not enough data

Not enough data

Agentic AI - ServiceNow Store Apps

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

Proactive Assistance

Not enough data

Not enough data

Data Security Posture Management (DSPM)[Hide 9 FeaturesShow 9 Features](javascript:void(0);)

Not enough data

Not enough data

Discovery & Classification - Data Security Posture Management (DSPM)

Continuous real‑time monitoring

Not enough data

Not enough data

Discover & classify sensitive data

Not enough data

Not enough data

Custom classification support

Not enough data

Not enough data

Risk Prioritization - Data Security Posture Management (DSPM)

Detect excessive entitlements & toxic combinations

Not enough data

Not enough data

Compliance posture assessment

Not enough data

Not enough data

Risk‑based exposure scoring

Not enough data

Not enough data

Remediation & Governance - Data Security Posture Management (DSPM)

Guided remediation actions

Not enough data

Not enough data

Integration with enforcement tools

Not enough data

Not enough data

Track remediation progress & trends

Not enough data

Not enough data

Cloud Security[Hide 48 FeaturesShow 48 Features](javascript:void(0);)

Not enough data

Not enough data

Cloud Visibility

Data Discovery

Not enough data

Not enough data

Cloud Registry

Not enough data

Not enough data

Cloud Gap Analytics

Not enough data

Not enough data

Security

Data Security

Not enough data

Not enough data

Data loss Prevention

Not enough data

Not enough data

Security Auditing

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Cloud Application Security

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Identity

SSO

Not enough data

Not enough data

Governance

Not enough data

Not enough data

User Analytics

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Additional Functionality

Alerts/Notifications

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Endpoint Management

Not enough data

Not enough data

Intrusion Detection System

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

HIPAA Compliant

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

API

Not enough data

Not enough data

Two-Factor Authentication

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Risk Assessment

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Event Logs

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

Cloud Security Policy Management

Not enough data

Not enough data

Vulnerability Protection

Not enough data

Not enough data

Anti Virus

Not enough data

Not enough data

Incident Management

Not enough data

Not enough data

Threat Intelligence

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

User Management

Not enough data

Not enough data

Encryption

Not enough data

Not enough data

Vulnerability Scanning

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Status Tracking

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Real-Time Notifications

Not enough data

Not enough data

Patch Management

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Cloud Encryption

Not enough data

Not enough data

Data Security[Hide 12 FeaturesShow 12 Features](javascript:void(0);)

Not enough data

Not enough data

Compliance

Access Management

Not enough data

Not enough data

At-Risk Analysis

Not enough data

Not enough data

DLP Configuration

Not enough data

Not enough data

Sensitive Data Compliance

Not enough data

Not enough data

Administration

Database Management

Not enough data

Not enough data

Deduplication 

Not enough data

Not enough data

Backup

Not enough data

Not enough data

API / integrations

Not enough data

Not enough data

Security 

Multi-Factor Authentication

Not enough data

Not enough data

Data Transport

Not enough data

Not enough data

Data Types

Not enough data

Not enough data

Security Tools

Not enough data

Not enough data

Backup[Hide 11 FeaturesShow 11 Features](javascript:void(0);)

Not enough data

Not enough data

Management

Disaster Recovery

Not enough data

Not enough data

Remote Backup

Not enough data

Not enough data

Storage Formats

Not enough data

Not enough data

Scheduled Backups

Not enough data

Not enough data

On-Demand Restoration

Not enough data

Not enough data

Reporting

Activity Monitoring

Not enough data

Not enough data

Documentation

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Security

Data Encryption

Not enough data

Not enough data

Security and Compliance

Not enough data

Not enough data

Deduplication 

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

[![Rubrik](https://images.g2crowd.com/uploads/product/hd_favicon/9b4e7f81d462a304f9facef2bb74877e/rubrik.svg "Rubrik")](https://www.g2.com/products/rubrik/reviews)

Rubrik

Small-Business(50 or fewer emp.)

16.5%

Mid-Market(51-1000 emp.)

35.7%

Enterprise(\> 1000 emp.)

47.8%

[![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.)

16.5%

13.0%

Mid-Market

(51-1000 emp.)

35.7%

44.9%

Enterprise

(\> 1000 emp.)

47.8%

42.2%

Reviewers' Industry

[![Rubrik](https://images.g2crowd.com/uploads/product/hd_favicon/9b4e7f81d462a304f9facef2bb74877e/rubrik.svg "Rubrik")](https://www.g2.com/products/rubrik/reviews)
Rubrik

Information Technology and Services

14.5%

Hospital & Health Care

6.4%

Computer & Network Security

5.6%

Higher Education

5.6%

Financial Services

4.7%

Other

63.2%

[![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

## Rubrik vs Snowflake FAQs

Generated using AI

Last updated: August 14, 2026

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

Snowflake and Rubrik differ most clearly in their primary use case, with Snowflake focused on cloud data warehousing and analytics, and Rubrik on data protection, backup, and cyber resilience.

| [Snowflake](https://www.g2.com/products/snowflake/reviews) | [Rubrik](https://www.g2.com/products/rubrik/reviews) |
| --- | --- |
| 4.5/5 (763 reviews) | 4.5/5 (289 reviews) |
| Mid-Market Enterprise | Enterprise |
| 9.0 | 9.0 |
| 8.7 | 8.8 |
| Self-service analytics and scalable cloud data warehousing | Automated backup, ransomware protection, and rapid recovery |

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

Snowflake and Rubrik are rated at parity for value, with both scoring 9.0 on value-related dimensions.

- **Snowflake:** In recent reviews, many users highlight Snowflake's flexible pay-as-you-go pricing but note that costs can spike if usage is not closely monitored.
- **Rubrik:** Reviewers consistently describe Rubrik as a premium-priced solution, with high total cost of ownership and pricing that can escalate as data volumes grow, but they also cite strong ROI for organizations with significant data protection needs.

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

The top three alternatives to Snowflake and Rubrik are Druva Data Security Cloud, Databricks, and Veeam Data Platform.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Snowflake](https://www.g2.com/products/snowflake/reviews) | 4.5/5 (763 reviews) | Mid-Market Enterprise | Flexible pay-as-you-go, but costs can spike if not monitored | Self-service analytics and scalable cloud data warehousing |
| [Rubrik](https://www.g2.com/products/rubrik/reviews) | 4.5/5 (289 reviews) | Enterprise | Premium-priced, high TCO, strong ROI for cyber resilience | Automated backup, ransomware protection, and rapid recovery |
| [Druva Data Security Cloud](https://www.g2.com/products/druva-data-security-cloud/reviews) | 4.7/5 (741 reviews) | Mid-Market | — | Cloud-native data protection and backup simplicity |
| [Databricks](https://www.g2.com/products/databricks/reviews) | 4.6/5 (1366 reviews) | Enterprise | — | Unified analytics and AI/ML platform |
| [Veeam Data Platform](https://www.g2.com/products/veeam-data-platform/reviews) | 4.6/5 (749 reviews) | Mid-Market | — | Comprehensive backup and disaster recovery |

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

Buyers comparing Snowflake and Rubrik should prioritize scalability, security, integration capabilities, cloud-native architecture, and automation.

- **Scalability:** Snowflake is frequently cited for elastic scaling and independent compute/storage scaling; Rubrik is praised for rapid recovery and scaling backup operations.
- **Security:** Rubrik is highlighted for ransomware protection and zero-trust data protection; Snowflake is noted for secure data sharing and governance features.
- **Integration capabilities:** Snowflake integrates with Tableau (31 all-time mentions) and Looker (11); Rubrik integrates with Azure (10) and Microsoft 365 (8).
- **Cloud-native architecture:** Both products are recognized for cloud-native design, but Snowflake is specifically cited for cloud data warehousing, while Rubrik is cited for cloud-based backup and recovery.
- **Automation:** Rubrik is praised for policy-driven automation in backup and recovery; Snowflake is noted for automating data pipelines and analytics workflows.

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

Snowflake's headline strength is scalable cloud data warehousing and analytics, while Rubrik's is automated backup and cyber resilience.

- **Snowflake strengths:** Reviewers highlight self-service analytics, elastic scaling, separation of compute and storage, strong integrations with BI tools, and rapid onboarding.
- **Snowflake trade-offs:** Cost management requires careful monitoring, advanced features have a learning curve, and some integrations require custom work.
- **Rubrik strengths:** Reviewers cite automated backup, ransomware protection, rapid recovery, intuitive interface, and strong multi-cloud support.
- **Rubrik trade-offs:** High total cost of ownership, limited advanced reporting, and a learning curve for complex workloads are noted by reviewers.

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

Snowflake is a better fit for small businesses, as it is more frequently adopted in the Mid-Market and offers flexible scaling.

- **Snowflake:** Largest segment is Mid-Market Enterprise; reviewers highlight ease of onboarding, rapid setup, and flexible scaling as benefits for smaller teams.
- **Rubrik:** Largest segment is Enterprise; reviewers note Rubrik's premium pricing and advanced features are best suited for organizations with significant data protection needs.

### Which Data Warehouse platform has better integrations?

Snowflake is favored for integrations, with more reviewer-cited third-party tool connections and higher all-time mention counts.

- **Snowflake:** Integrates with Tableau (31 all-time mentions), Looker (11), and Airtable (temporal-qualitative mention); reviewers highlight strong BI and data pipeline integrations.
- **Rubrik:** Integrates with Azure (10 all-time mentions) and Microsoft 365 (8); reviewers note multi-cloud and SaaS backup integrations.

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

Snowflake and Rubrik are rated at parity for Quality of Support, with scores of 8.7 and 8.8 respectively, which is below the materiality threshold for a clear winner.

- **Snowflake:** Reviewers describe support as responsive and helpful, with efficient onboarding and documentation, though some note a need for more detailed troubleshooting guidance.
- **Rubrik:** Reviewers consistently praise Rubrik's knowledgeable and attentive support team, with positive experiences during onboarding and ongoing assistance, though a few mention occasional delays for complex issues.

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

Snowflake and Rubrik are rated at parity for Ease of Setup, both scoring 9.0, with no material difference in reviewer sentiment.

- **Snowflake:** Reviewers highlight rapid onboarding, straightforward initial setup, and clear documentation, enabling teams to get started quickly.
- **Rubrik:** Reviewers describe Rubrik's setup as fast and user-friendly, with a guided interface, though some note a learning curve for advanced configurations and reporting.

### Which product has better Cloud?

Snowflake and Rubrik are both recognized for their Cloud capabilities, with reviewers citing strong cloud-native architecture and multi-cloud support.

- **Snowflake:** Reviewers highlight cloud-native data warehousing, elastic scaling, and integration with major cloud providers as key strengths.
- **Rubrik:** Reviewers cite cloud-based backup, rapid recovery, and multi-cloud workload protection as core benefits.

Alternatives

**Rubrik Alternatives**

 ![Druva Data Security Cloud](https://images.g2crowd.com/uploads/product/hd_favicon/34523f445f4c9627b92a1a286d23a4ef/druva-data-security-cloud.svg "Druva Data Security Cloud")

[
Druva Data Security Cloud
](/products/druva-data-security-cloud/reviews)

 ![Veeam Data Platform](https://images.g2crowd.com/uploads/product/hd_favicon/a179f521693e62ccbdd5f80b4da072ec/veeam-data-platform.svg "Veeam Data Platform")

[
Veeam Data Platform
](/products/veeam-data-platform/reviews)

 ![Commvault Cloud](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_73e92ad390543d8d2920da1b3ac7794d/commvault-cloud.png "Commvault Cloud")

[
Commvault Cloud
](/products/commvault-cloud/reviews)

 ![NAKIVO Backup & Replication](https://images.g2crowd.com/uploads/product/hd_favicon/cccf00d10d899724ab03af954e705e90/nakivo-backup-replication.svg "NAKIVO Backup & Replication")

[
NAKIVO
](/products/nakivo-backup-replication/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)