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Compare Hadoop HDFS and Snowflake 
Featured Products
At a Glance
Market Segments
Enterprise (55.0% of reviews)
Enterprise (44.8% of reviews)
Entry-Level Pricing
No pricing available
$2 Compute/Hour
Hadoop HDFS
Star Rating
(141)4.4 out of 5
Market Segments
Enterprise (55.0% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about Hadoop HDFSSnowflake
Star Rating
(678)4.6 out of 5
Market Segments
Enterprise (44.8% of reviews)
Pros & Cons
Entry-Level Pricing
$2 Compute/Hour
Free Trial is available
Browse all 4 pricing plansSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- G2 reviewers report that Snowflake excels in user experience, with many users highlighting its ability to make advanced data warehousing simple, fast, and scalable without the need for heavy infrastructure work. In contrast, while Hadoop HDFS is praised for its powerful and scalable framework, some users mention challenges in configuration that can affect ease of use.
- Users say that Snowflake's intuitive interface and layout make it easy to implement SQL queries, enhancing day-to-day usability. On the other hand, Hadoop HDFS, while effective for handling large data sets, has received feedback indicating that its setup process can be more complex, which may hinder quick adoption.
- Reviewers mention that Snowflake's cloud architecture is highly regarded, with users appreciating its result-oriented design for cloud data management. Conversely, Hadoop HDFS, while strong in data distribution and processing, may not offer the same level of cloud-native features that modern users expect.
- According to verified reviews, Snowflake has a significantly higher G2 Score, reflecting overall user satisfaction and a larger volume of recent reviews. This suggests that Snowflake is currently more favored among users, while Hadoop HDFS has seen less recent engagement, which may indicate a decline in user interest or satisfaction.
- G2 reviewers highlight that Snowflake's support quality is rated highly, with users noting responsive assistance that enhances their experience. In contrast, while Hadoop HDFS has a solid support rating, some users feel that the support could be improved to better assist with the complexities of its framework.
- Users report that Hadoop HDFS is effective for specific tasks, such as copying files from multiple locations and handling large data volumes smoothly. However, Snowflake's recent feedback emphasizes its ease of use for data cleaning and processing, suggesting that it may be better suited for users looking for a more streamlined approach to data management.
Pricing
Entry-Level Pricing
Hadoop HDFS
No pricing availableSnowflake
Standard
$2
Compute/Hour
Compute usage is billed on a per-second basis, with a minimum of 60 seconds. You can secure price discounts with pre-purchased Snowflake capacity options.
- Complete SQL Data Warehouse
- Secure Data Sharing across regions / clouds
- Premier Support 24 x 365
Free Trial
Hadoop HDFS
No trial information availableSnowflake
Free Trial is available
Ratings
Meets Requirements
8.6
118
9.1
514
Ease of Use
7.5
120
9.0
550
Ease of Setup
6.9
47
8.9
335
Ease of Admin
7.1
44
8.6
209
Quality of Support
7.8
103
8.7
470
Has the product been a good partner in doing business?
7.7
42
9.0
210
Product Direction (% positive)
8.0
113
9.2
484
Features by Category
Deployment
Not enough data
9.2
12
Not enough data
8.9
12
Not enough data
9.0
12
Not enough data
9.3
12
Not enough data
9.3
12
Deployment
Not enough data
9.3
10
Not enough data
9.5
10
Not enough data
9.5
10
Not enough data
9.5
10
Not enough data
9.3
10
Management
Not enough data
9.2
12
Not enough data
9.0
12
Not enough data
9.2
12
Not enough data
9.0
12
Operations
Not enough data
8.8
10
Not enough data
8.8
10
Not enough data
9.5
10
Management
Not enough data
9.2
10
Not enough data
9.3
9
Not enough data
9.0
10
Generative AI
Not enough data
8.7
10
Not enough data
8.3
10
System
Not enough data
9.2
28
Model Development
Not enough data
9.1
27
Not enough data
8.5
27
Not enough data
8.3
27
Not enough data
8.7
27
Model Development
Not enough data
8.7
27
Machine/Deep Learning Services
Not enough data
8.6
27
Not enough data
8.6
27
Not enough data
8.4
27
Not enough data
8.4
26
Machine/Deep Learning Services
Not enough data
8.5
27
Not enough data
8.5
24
Deployment
Not enough data
9.1
29
Not enough data
9.0
27
Not enough data
9.3
28
Generative AI
Not enough data
8.4
25
Not enough data
8.3
25
Not enough data
8.5
25
Agentic AI - Data Science and Machine Learning Platforms
Not enough data
8.2
13
Not enough data
8.2
13
Not enough data
8.3
13
Not enough data
8.5
13
Not enough data
8.2
13
Not enough data
8.3
13
Not enough data
8.2
12
Data Management
Not enough data
9.0
185
|
Verified
Not enough data
8.9
172
|
Verified
Not enough data
9.0
178
|
Verified
Not enough data
8.3
173
|
Verified
Not enough data
8.2
152
|
Verified
Not enough data
8.7
156
|
Verified
Integration
Not enough data
8.2
143
|
Verified
Not enough data
8.9
174
|
Verified
Not enough data
8.9
161
|
Verified
Deployment
Not enough data
7.7
142
|
Verified
Not enough data
9.3
182
|
Verified
Performance
Not enough data
9.2
186
|
Verified
Security
Not enough data
8.9
171
|
Verified
Not enough data
9.1
180
|
Verified
Generative AI
Not enough data
7.9
80
Not enough data
8.1
81
Management
Not enough data
8.9
84
Not enough data
9.1
84
Not enough data
9.4
90
Not enough data
9.0
87
Not enough data
9.1
89
Maintenance
Not enough data
9.3
87
Not enough data
9.0
85
Not enough data
9.3
87
Security
Not enough data
9.2
86
Not enough data
9.3
89
Storage
Not enough data
9.2
44
Not enough data
9.2
44
Availability
Not enough data
9.1
39
Not enough data
9.2
37
Not enough data
9.2
41
Performance
Not enough data
9.2
44
Security
Not enough data
9.1
44
Not enough data
9.2
45
Not enough data
8.9
38
Not enough data
9.2
38
Support
Not enough data
9.2
36
Not enough data
9.1
35
Centralized computation
Not enough data
9.3
25
Localized computation
Not enough data
9.0
24
Database
8.6
42
8.9
98
9.1
46
9.3
101
9.0
40
9.3
95
Integrations
9.1
44
8.6
76
8.8
40
8.7
81
Platform
8.3
40
9.1
91
8.4
43
9.0
97
8.8
40
8.7
81
Processing
8.7
36
9.3
96
8.5
41
9.1
94
Data Transformation
Not enough data
9.2
87
Not enough data
9.4
86
Connectivity
Not enough data
8.5
78
Not enough data
8.7
79
Not enough data
9.1
80
Not enough data
9.1
81
Operations
Not enough data
8.6
83
Not enough data
9.2
79
Not enough data
8.9
76
Not enough data
8.8
80
Not enough data
8.7
77
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
Hadoop HDFS and Snowflake are categorized as Big Data Processing and Distribution
Unique Categories
Hadoop HDFS has no unique categories
Reviews
Reviewers' Company Size
Hadoop HDFS
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Snowflake
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Small-Business
(50 or fewer emp.)
Mid-Market
(51-1000 emp.)
Enterprise
(> 1000 emp.)
Reviewers' Industry
Computer Software
24.0%
Information Technology and Services
21.7%
Internet
7.8%
Financial Services
4.7%
Higher Education
3.9%
Other
38.0%
Information Technology and Services
14.7%
Computer Software
12.8%
Financial Services
10.4%
Marketing and Advertising
4.6%
Hospital & Health Care
3.7%
Other
53.8%
Alternatives
Discussions
What is Hadoop HDFS used for?
1 Comment
VV
Hadoop HDFS is used for storing large volume of data... so called 'Big Data'.
Read more
Hadoop HDFS has no more discussions with answers
What's the best way to manage change data capture in Snowflake?
4 Comments
VT
Please go through this link: https://docs.snowflake.com/en/user-guide/streams
You might get a pertinent response from it.
Please click on this link...Read more
which is best snowflake or My sql
2 Comments
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
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
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