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At a Glance
Databricks Data Intelligence Platform
Databricks Data Intelligence Platform
Star Rating
(403)4.6 out of 5
Market Segments
Enterprise (47.3% of reviews)
Information
Entry-Level Pricing
No pricing available
Free Trial is available
Learn more about Databricks Data Intelligence Platform
Snowflake
Snowflake
Star Rating
(584)4.5 out of 5
Market Segments
Enterprise (47.0% of reviews)
Information
Entry-Level Pricing
$2 Compute/Hour
Free Trial is available
Browse all 4 pricing plans
AI Generated Summary
AI-generated. Powered by real user reviews.
  • Users report that the Data Integration feature in Databricks Data Intelligence Platform scores a solid 9.0, with reviewers highlighting its seamless ability to connect various data sources. In contrast, Snowflake's Data Integration is rated slightly lower at 8.9, with some users mentioning that while it is effective, it can be less intuitive for new users.
  • Reviewers mention that Databricks excels in Real-Time Analytics with a score of 8.5, allowing for immediate insights. However, Snowflake shines brighter in this area with a score of 9.1, where users appreciate its robust capabilities for handling large volumes of real-time data efficiently.
  • Users on G2 highlight the Data Lake functionality, where Databricks scores 9.1, praised for its flexibility and integration with Apache Spark. Snowflake, however, edges ahead with a score of 9.3, with reviewers noting its superior performance in managing and querying large datasets.
  • G2 users report that the Model Development capabilities in Databricks, particularly in Model Training, are rated at 8.7, with users appreciating its user-friendly interface. Snowflake's Model Training, rated at 8.6, is effective but users mention it lacks some advanced features found in Databricks.
  • Reviewers mention that Databricks' Data Quality Management feature scores 8.5, with users noting its comprehensive tools for ensuring data integrity. Snowflake, rated at 8.9, is often highlighted for its automated data quality checks, making it a preferred choice for users focused on data governance.
  • Users say that the Ease of Use in Databricks is rated at 8.7, with many finding the platform intuitive for data scientists. In comparison, Snowflake scores slightly higher at 9.0, with reviewers emphasizing its straightforward interface that simplifies complex data tasks for all users.
Featured Products
Pricing
Entry-Level Pricing
Databricks Data Intelligence Platform
No pricing available
Snowflake
Standard
$2
Compute/Hour
Browse all 4 pricing plans
Free Trial
Databricks Data Intelligence Platform
Free Trial is available
Snowflake
Free Trial is available
Ratings
Meets Requirements
8.8
298
9.1
427
Ease of Use
8.8
299
9.0
461
Ease of Setup
8.6
184
8.8
248
Ease of Admin
8.1
89
8.6
188
Quality of Support
8.5
278
8.6
386
Has the product been a good partner in doing business?
8.5
89
9.0
189
Product Direction (% positive)
9.5
284
9.1
398
Features by Category
8.7
416
Not enough data
Administration
8.4
18
Not enough data
8.8
17
Not enough data
9.0
19
Not enough data
8.8
20
Not enough data
Management
8.5
18
Not enough data
8.7
18
Not enough data
8.9
18
Not enough data
8.4
18
Not enough data
9.1
18
Not enough data
Compliance
8.8
19
Not enough data
8.5
18
Not enough data
8.7
18
Not enough data
8.1
18
Not enough data
Security
8.8
17
Not enough data
9.0
18
Not enough data
8.9
18
Not enough data
Data Quality
8.9
18
Not enough data
8.2
18
Not enough data
8.9
18
Not enough data
Maintainence
8.7
18
Not enough data
8.5
18
Not enough data
Generative AI
8.5
18
Not enough data
8.9
18
Not enough data
8.9
595
Not enough data
Management
8.3
84
Not enough data
8.3
80
Not enough data
Functionality
9.1
87
Not enough data
9.3
88
Not enough data
9.1
89
Not enough data
8.9
82
Not enough data
9.1
85
Not enough data
8.7
710
Not enough data
Deployment
8.8
35
Not enough data
8.7
36
Not enough data
8.6
37
Not enough data
8.7
37
Not enough data
8.7
37
Not enough data
Deployment
8.6
34
Not enough data
8.5
35
Not enough data
8.3
39
Not enough data
8.7
38
Not enough data
8.9
38
Not enough data
Management
8.8
34
Not enough data
8.6
35
Not enough data
9.2
31
Not enough data
8.9
39
Not enough data
Operations
8.4
35
Not enough data
8.6
34
Not enough data
8.8
35
Not enough data
Management
8.7
35
Not enough data
8.3
34
Not enough data
9.2
32
Not enough data
Generative AI
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Data Science and Machine Learning PlatformsHide 27 FeaturesShow 27 Features
8.4
2,063
Not enough data
System
8.8
93
Not enough data
8.6
88
Not enough data
7.7
89
Not enough data
Model Development
8.7
83
Not enough data
7.8
90
Not enough data
8.3
88
Not enough data
8.8
90
Not enough data
Model Development
8.4
87
Not enough data
8.7
92
Not enough data
8.5
90
Not enough data
Machine/Deep Learning Services
8.2
79
Not enough data
8.6
84
Not enough data
8.2
77
Not enough data
8.1
80
Not enough data
Machine/Deep Learning Services
8.1
79
Not enough data
8.3
80
Not enough data
8.1
79
Not enough data
8.4
81
Not enough data
Deployment
8.4
84
Not enough data
8.7
88
Not enough data
8.8
92
Not enough data
Deployment
8.4
86
Not enough data
8.6
92
Not enough data
8.8
92
Not enough data
Generative AI
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
8.7
1,484
8.6
1,526
Data Management
9.0
114
|
Verified
8.9
124
|
Verified
8.8
113
|
Verified
8.8
110
|
Verified
8.6
109
|
Verified
8.9
120
|
Verified
8.5
111
|
Verified
8.1
113
|
Verified
8.5
101
|
Verified
8.0
95
|
Verified
8.9
105
|
Verified
8.6
99
|
Verified
Integration
8.7
100
|
Verified
8.0
88
|
Verified
8.6
101
|
Verified
8.7
114
|
Verified
8.9
110
|
Verified
8.8
105
|
Verified
Deployment
7.6
90
|
Verified
7.5
87
|
Verified
9.0
111
|
Verified
9.2
118
|
Verified
Performance
9.0
112
|
Verified
9.2
120
|
Verified
Security
8.5
103
|
Verified
8.7
111
|
Verified
8.6
104
|
Verified
9.0
122
|
Verified
Generative AI
Feature Not Available
Feature Not Available
Feature Not Available
Feature Not Available
Database Management Systems (DBMS)Hide 10 FeaturesShow 10 Features
Not enough data
9.0
583
Management
Not enough data
8.8
56
Not enough data
9.0
56
Not enough data
9.3
61
Not enough data
8.7
59
Not enough data
8.9
60
Maintenance
Not enough data
9.2
58
Not enough data
8.8
57
Not enough data
9.3
58
Security
Not enough data
9.1
58
Not enough data
9.1
60
Not enough data
9.1
396
Storage
Not enough data
9.1
37
Not enough data
9.1
36
Availability
Not enough data
9.0
32
Not enough data
9.2
30
Not enough data
9.1
34
Performance
Not enough data
9.2
36
Security
Not enough data
9.0
36
Not enough data
9.2
37
Not enough data
8.9
30
Not enough data
9.1
31
Support
Not enough data
9.3
29
Not enough data
9.0
28
8.6
318
Not enough data
Data Management
9.0
34
Not enough data
8.3
33
Not enough data
8.4
34
Not enough data
9.0
32
Not enough data
Analytics
8.6
32
Not enough data
8.4
31
Not enough data
Monitoring and Management
8.2
32
Not enough data
8.2
32
Not enough data
Cloud Deployment
9.2
29
Not enough data
9.1
29
Not enough data
Generative AI
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Not enough data
8.8
28
Centralized computation
Not enough data
8.9
14
Localized computation
Not enough data
8.6
14
Not enough data
Not enough data
Data
Not enough data
Not enough data
Not enough data
Not enough data
Interaction
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Learning
Not enough data
Not enough data
Not enough data
Not enough data
Content Generation
Not enough data
Not enough data
Not enough data
Not enough data
System
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Big Data Processing and DistributionHide 10 FeaturesShow 10 Features
8.8
1,166
8.9
641
Database
8.5
112
8.7
70
8.8
119
9.2
73
9.2
119
9.3
68
Integrations
8.3
104
8.5
51
9.1
121
8.7
55
Platform
8.9
115
9.0
64
8.7
119
9.0
70
9.1
121
8.7
55
Processing
8.9
118
9.2
68
8.9
118
9.0
67
8.7
1,448
8.5
443
Data Transformation
8.6
133
9.1
44
8.9
140
9.0
44
Connectivity
8.5
117
8.0
39
9.1
139
8.4
39
8.9
131
8.8
39
9.1
140
8.8
41
Operations
8.2
138
7.9
43
8.7
133
8.8
40
8.4
121
8.6
37
8.4
121
8.3
40
9.3
135
8.3
37
Not enough data
Not enough data
Building Reports
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Platform
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Categories
Categories
Shared Categories
Databricks Data Intelligence Platform
Databricks Data Intelligence Platform
Snowflake
Snowflake
Unique Categories
Databricks Data Intelligence Platform
Databricks Data Intelligence Platform is categorized as DataOps Platforms, ETL Tools, and Data Governance
Reviews
Reviewers' Company Size
Databricks Data Intelligence Platform
Databricks Data Intelligence Platform
Small-Business(50 or fewer emp.)
18.4%
Mid-Market(51-1000 emp.)
34.3%
Enterprise(> 1000 emp.)
47.3%
Snowflake
Snowflake
Small-Business(50 or fewer emp.)
12.9%
Mid-Market(51-1000 emp.)
40.1%
Enterprise(> 1000 emp.)
47.0%
Reviewers' Industry
Databricks Data Intelligence Platform
Databricks Data Intelligence Platform
Information Technology and Services
15.1%
Computer Software
10.5%
Financial Services
8.2%
Marketing and Advertising
4.9%
Consulting
4.1%
Other
57.3%
Snowflake
Snowflake
Computer Software
13.6%
Information Technology and Services
12.9%
Financial Services
10.8%
Hospital & Health Care
4.3%
Marketing and Advertising
3.9%
Other
54.5%
Most Helpful Reviews
Databricks Data Intelligence Platform
Databricks Data Intelligence Platform
Most Helpful Favorable Review
AZ
Alihan Z.
Verified User in Telecommunications

A great experience that combines ML-Runtimes - MLFlow and Spark. The ability to use Python, and SQL seamlessly in one platform. Since databricks notebooks can be saved as python scripts in the background it is amazing to have both notebook and script...

Most Helpful Critical Review
GS
Gowtham S.
Verified User in Supermarkets

Need a specified or specialized consultant to set up the tool because of the adaptability of this tool is complex. Pricing is high compared to similar tools in the market.

Snowflake
Snowflake
Most Helpful Favorable Review
Rijul S.
RS
Rijul S.
Verified User in Food Production

Ease of usage Fast in memory querying Fast query response Seamless integration with dbt [data build tool] Easy to learn and understand Easy to implement with existing data engineering pipelines and solutions Support is very fast and effective can be...

Most Helpful Critical Review
Verified User
G
Verified User in Internet

My main disappointment was with their support. We had an issue as soon as we signed a contract and it was about billing which seemed to be pushed off with no urgency and still not completed. Something like this I would have expected to be resolved within...

Alternatives
Databricks Data Intelligence Platform
Databricks Data Intelligence Platform Alternatives
Google Cloud BigQuery
Google Cloud BigQuery
Add Google Cloud BigQuery
Teradata Vantage
Teradata Vantage
Add Teradata Vantage
Qubole
Qubole
Add Qubole
dbt
dbt
Add dbt
Snowflake
Snowflake Alternatives
Google Cloud BigQuery
Google Cloud BigQuery
Add Google Cloud BigQuery
Teradata Vantage
Teradata Vantage
Add Teradata Vantage
SAP HANA Cloud
SAP HANA Cloud
Add SAP HANA Cloud
Amazon Redshift
Amazon Redshift
Add Amazon Redshift
Discussions
Databricks Data Intelligence Platform
Databricks Data Intelligence Platform Discussions
What is Lakehouse in Databricks?
4 comments
Bhupendra R.
BR
Lakehouse is a new and open data management architecture solution that combines the best features of the data lake and warehouse.Read more
What are the features of Databricks?
3 comments
Shubham A.
SA
It supports large amount of data with capability to write code in SQL, Spark, Python and R. In the backend, it stored the data in the parquet file which...Read more
What does Databricks software do?
2 comments
Bhupendra R.
BR
Databricks is a unified analytics platform and it help us to connect the different sources of data and process it to the single platform which store, share...Read more
Snowflake
Snowflake Discussions
What's the best way to manage change data capture in Snowflake?
4 comments
Veera T.
VT
You might get a relevant answer from it.Read more
which is best snowflake or My sql
2 comments
Lee H.
LH
Depends on your needs. MySQL is open source/free. It or Postgres (another open source db) is good for pretty much any normal need. You can install on...Read more
What is the difference between Snowflake vs Redshift? Which one is Good to Learn.
2 comments
David W.
DW
I've used both; Snowflake is superior in my view. Redshift certainly offers a lot of power being an AWS product, however Snowflake is more fully-featured....Read more
Databricks Data Intelligence Platform
Databricks Data Intelligence Platform
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Snowflake
Snowflake
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