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H2O
H2O
(24)
4.5 out of 5
H2O
By H2O.ai
SAS Viya
SAS Viya
(618)
4.3 out of 5
SAS Viya
By SAS Institute Inc.
Get a quote
At a Glance
H2O
H2O
Star Rating
(24)4.5 out of 5
Market Segments
Small-Business (54.5% of reviews)
Information
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about H2O
SAS Viya
SAS Viya
Star Rating
(618)4.3 out of 5
Market Segments
Small-Business (35.7% of reviews)
Information
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about SAS Viya
AI Generated Summary
AI-generated. Powered by real user reviews.
  • G2 reviewers report that SAS Viya excels in overall user satisfaction, reflected in its significantly higher G2 Score compared to H2O. Users appreciate its ability to integrate advanced analytics and AI across a unified platform, allowing for seamless statistical modeling and predictive analysis.
  • Users say that H2O's AutoML feature stands out as a major strength, with many highlighting its impressive performance and ease of use. The web front end, known as Flow, is also praised for enabling quick machine learning model creation, making it a favorite among small businesses.
  • According to verified reviews, SAS Viya's cloud-native architecture is a game changer for handling large-scale datasets. Users commend its in-memory CSR engine for delivering fast analytics without the need to rewrite existing code, which is particularly beneficial in regulated environments.
  • Reviewers mention that while H2O has a strong focus on ease of use, with high ratings for its user interface, it struggles with overall market presence and support compared to SAS Viya. Users have noted that SAS Viya's support is robust, providing a solid foundation for users navigating complex analytics tasks.
  • Users highlight that SAS Viya's initial setup process is smooth and efficient, which is a significant advantage for organizations looking to implement analytics solutions quickly. In contrast, H2O's implementation may require more configuration, which can be a hurdle for some users.
  • G2 reviewers indicate that H2O shines in specific areas like model training and feature engineering, with users noting exceptional capabilities in these domains. However, SAS Viya's comprehensive feature set and strong governance features make it a more appealing choice for enterprises needing a holistic analytics solution.
Pricing
Entry-Level Pricing
H2O
No pricing available
SAS Viya
No pricing available
Free Trial
H2O
Free Trial is available
SAS Viya
Free Trial is available
Ratings
Meets Requirements
8.0
15
8.5
492
Ease of Use
9.0
14
8.1
549
Ease of Setup
7.8
6
8.0
411
Ease of Admin
8.3
6
7.5
144
Quality of Support
8.8
13
8.3
466
Has the product been a good partner in doing business?
8.3
5
8.2
147
Product Direction (% positive)
6.4
13
8.9
491
Features by Category
Analytics PlatformsHide 48 FeaturesShow 48 Features
Not enough data
8.2
254
Reports
Not enough data
8.3
237
Not enough data
8.0
232
Not enough data
8.5
234
Not enough data
8.1
232
Not enough data
8.4
228
Data Preparation
Not enough data
8.4
209
Not enough data
8.3
205
Data Modeling and Blending
Not enough data
8.4
209
Not enough data
8.7
207
Not enough data
8.5
209
Generative AI
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Agentic AI - Analytics Platforms
Not enough data
7.9
92
Not enough data
7.9
90
Not enough data
8.0
90
Not enough data
8.0
89
Not enough data
7.9
89
Not enough data
7.6
89
Not enough data
8.1
89
Self Service
Not enough data
8.3
230
Not enough data
8.3
230
Not enough data
8.4
229
Not enough data
8.2
228
Not enough data
8.1
226
Not enough data
8.2
226
Deployment & Integration - Analytics Platforms
Not enough data
8.3
88
Not enough data
8.2
89
Not enough data
8.1
88
Not enough data
8.5
88
Advanced Analytics
Not enough data
8.4
228
Not enough data
8.7
226
Not enough data
8.5
225
Performance & Scalability - Analytics Platforms
Not enough data
8.5
89
Not enough data
8.4
89
Advanced Analytics & Modeling - Analytics Platforms
Not enough data
8.4
91
Not enough data
8.3
89
Not enough data
8.4
90
Agentic AI Capabilities - Analytics Platforms
Not enough data
7.8
88
Not enough data
7.9
87
Not enough data
8.0
87
Not enough data
7.8
88
Personalized Intelligence - Analytics Platforms
Not enough data
8.1
88
Not enough data
8.0
87
Not enough data
7.9
88
Building Reports
Not enough data
8.5
198
Not enough data
8.5
197
Not enough data
7.8
192
Not enough data
7.9
193
Data PreparationHide 15 FeaturesShow 15 Features
Not enough data
8.4
120
Data Source Access
Not enough data
8.6
112
Not enough data
8.4
114
Not enough data
8.1
110
Data Interaction
Not enough data
8.5
111
Not enough data
8.2
110
Not enough data
8.5
111
Not enough data
8.7
109
Not enough data
8.7
109
Not enough data
8.7
110
Not enough data
8.3
109
Not enough data
8.5
108
Data Exporting
Not enough data
8.4
108
Not enough data
8.2
108
Not enough data
8.5
107
Generative AI
Not enough data
Feature Not Available
Event Stream ProcessingHide 5 FeaturesShow 5 Features
Not enough data
8.3
15
Data
Not enough data
8.6
12
Not enough data
8.6
12
Not enough data
8.1
12
Not enough data
8.5
12
Analytics
Not enough data
7.9
12
Data GovernanceHide 29 FeaturesShow 29 Features
Not enough data
8.3
29
Administration
Not enough data
8.4
22
Not enough data
8.6
22
Not enough data
8.3
22
Not enough data
8.7
23
Management
Not enough data
8.0
23
Not enough data
8.3
22
Not enough data
8.6
22
Not enough data
8.9
20
Not enough data
7.8
22
Compliance
Not enough data
8.3
21
Not enough data
Feature Not Available
Not enough data
8.3
22
Not enough data
8.5
22
Security
Not enough data
8.6
22
Not enough data
8.3
20
Not enough data
Feature Not Available
Data Quality
Not enough data
8.6
23
Not enough data
8.5
22
Not enough data
8.3
22
Maintainence
Not enough data
8.3
21
Not enough data
Feature Not Available
Generative AI
Not enough data
7.8
22
Not enough data
8.0
22
Agentic AI - Data Governance
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
Statistical AnalysisHide 12 FeaturesShow 12 Features
Not enough data
8.9
141
Administration
Not enough data
8.8
134
Not enough data
8.9
137
Not enough data
8.8
134
Capabilities
Not enough data
9.2
138
Not enough data
8.9
136
Not enough data
8.7
135
Not enough data
8.6
132
Methodology
Not enough data
8.9
135
Not enough data
9.2
137
Not enough data
9.1
136
Generative AI
Not enough data
Feature Not Available
Not enough data
Feature Not Available
MLOps PlatformsHide 22 FeaturesShow 22 Features
Not enough data
8.3
15
Deployment
Not enough data
8.1
12
Not enough data
8.2
13
Not enough data
8.2
12
Not enough data
8.6
13
Not enough data
8.5
13
Deployment
Not enough data
8.2
13
Not enough data
8.3
12
Not enough data
8.5
12
Not enough data
8.3
13
Not enough data
8.8
12
Management
Not enough data
7.6
12
Not enough data
8.5
12
Not enough data
8.5
12
Not enough data
8.6
13
Operations
Not enough data
8.8
13
Not enough data
7.9
13
Not enough data
8.8
13
Management
Not enough data
7.9
12
Not enough data
8.3
13
Not enough data
8.2
12
Generative AI
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Data Science and Machine Learning PlatformsHide 25 FeaturesShow 25 Features
8.7
10
7.8
84
System
8.5
8
8.4
67
Model Development
8.3
8
8.0
78
8.3
8
8.5
76
9.4
8
8.2
75
9.2
8
8.6
75
Model Development
9.0
8
8.4
66
Machine/Deep Learning Services
Not enough data
7.3
72
Not enough data
7.6
73
Not enough data
7.3
72
9.0
5
7.9
72
Machine/Deep Learning Services
Not enough data
7.5
66
9.0
5
7.9
66
Deployment
8.1
6
8.2
74
8.0
5
8.0
72
8.6
6
8.0
72
Generative AI
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Agentic AI - Data Science and Machine Learning Platforms
Not enough data
7.6
26
Not enough data
7.2
26
Not enough data
7.4
26
Not enough data
7.1
26
Not enough data
7.0
26
Not enough data
7.0
26
Not enough data
7.4
26
FP&A (Financial Planning & Analysis)Hide 16 FeaturesShow 16 Features
Not enough data
8.2
12
Financial Planning
Not enough data
7.8
10
Not enough data
8.2
10
Not enough data
8.5
10
Agentic AI - FP&A (Financial Planning & Analysis)
Not enough data
Not enough data
Not enough data
Not enough data
Financial Insight
Not enough data
8.0
10
Not enough data
8.8
10
Not enough data
7.9
11
Data
Not enough data
8.6
11
Not enough data
8.5
10
Not enough data
8.2
10
Not enough data
8.5
10
Status Communication
Not enough data
7.8
10
Not enough data
8.3
11
Not enough data
8.2
11
Not enough data
8.5
11
Database Management Systems (DBMS)Hide 10 FeaturesShow 10 Features
Not enough data
9.0
29
Management
Not enough data
8.8
26
Not enough data
9.0
27
Not enough data
9.4
27
Not enough data
9.0
26
Not enough data
8.9
26
Maintenance
Not enough data
8.8
25
Not enough data
8.9
25
Not enough data
9.1
25
Security
Not enough data
9.0
27
Not enough data
8.6
26
Decision Management PlatformsHide 20 FeaturesShow 20 Features
Not enough data
7.4
23
Integration
Not enough data
8.0
20
Not enough data
8.2
19
Business Logic
Not enough data
7.5
19
Not enough data
7.3
19
Not enough data
8.2
19
Management
Not enough data
7.7
18
Not enough data
7.5
19
Analytics
Not enough data
8.4
20
Not enough data
7.6
19
Deployment
Not enough data
8.2
19
Not enough data
7.6
17
Generative AI
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Agentic AI - Decision Management Platforms
Not enough data
7.5
6
Not enough data
6.7
6
Not enough data
6.4
6
Not enough data
6.7
6
Not enough data
6.1
6
Not enough data
6.7
6
Not enough data
7.5
6
Text AnalysisHide 17 FeaturesShow 17 Features
Not enough data
7.9
21
Setup
Not enough data
7.7
19
Not enough data
7.5
19
Not enough data
8.0
19
Data
Not enough data
8.3
20
Not enough data
8.6
19
Analysis
Not enough data
8.4
19
Not enough data
7.9
19
Not enough data
7.9
18
Not enough data
8.0
19
Not enough data
7.9
18
Not enough data
7.4
18
Not enough data
7.8
18
Customization
Not enough data
7.6
18
Not enough data
7.5
19
Not enough data
8.1
19
Generative AI
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Generative AI InfrastructureHide 14 FeaturesShow 14 Features
Not enough data
Not enough data
Scalability and Performance - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Cost and Efficiency - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Integration and Extensibility - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Security and Compliance - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Usability and Support - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Artificial Neural NetworkHide 22 FeaturesShow 22 Features
Not enough data
Not enough data
Core Functionality - Artificial Neural Network
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Data Handling - Artificial Neural Network
Not enough data
Not enough data
Not enough data
Not enough data
Performance - Artificial Neural Network
Not enough data
Not enough data
Not enough data
Not enough data
Usability - Artificial Neural Network
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Advanced Features - Artificial Neural Network
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
Agentic AI - Artificial Neural Network
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
Machine LearningHide 4 FeaturesShow 4 Features
Not enough data
8.3
38
Integration - Machine Learning
Not enough data
8.2
34
Learning - Machine Learning
Not enough data
8.4
36
Not enough data
8.4
36
Not enough data
8.5
35
Accounting & FinanceHide 1 FeatureShow 1 Feature
Not enough data
Not enough data
Agentic AI - Accounting & Finance
Not enough data
Not enough data
Low-Code Machine Learning PlatformsHide 6 FeaturesShow 6 Features
Not enough data
8.9
15
Data Ingestion & Preparation - Low-Code Machine Learning Platforms
Not enough data
8.7
14
Not enough data
8.8
14
Not enough data
9.0
14
Model Construction & Automation - Low-Code Machine Learning Platforms
Not enough data
9.0
14
Not enough data
8.9
14
Not enough data
8.7
14
Predictive AnalyticsHide 11 FeaturesShow 11 Features
8.2
8
8.7
73
Statistical Tool
8.1
6
8.6
66
Not enough data
8.7
67
8.3
5
8.6
67
Data Analysis
8.7
5
8.9
66
8.0
5
8.8
66
Decision Making
9.0
5
8.7
67
Not enough data
9.0
68
8.3
5
8.8
67
7.0
5
8.6
67
Generative AI
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Data QualityHide 12 FeaturesShow 12 Features
Not enough data
8.8
68
Functionality
Not enough data
8.7
64
Not enough data
8.7
64
Not enough data
9.0
62
Not enough data
8.8
63
Not enough data
8.8
62
Management
Not enough data
9.2
64
Not enough data
9.0
61
Not enough data
8.9
63
Not enough data
8.9
61
Not enough data
Feature Not Available
Generative AI
Not enough data
8.2
59
Not enough data
8.2
60
Big DataHide 11 FeaturesShow 11 Features
Not enough data
7.8
205
Building Reports
Not enough data
8.5
198
Not enough data
8.5
197
Not enough data
7.8
192
Not enough data
7.9
193
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
H2O
H2O
SAS Viya
SAS Viya
Unique Categories
H2O
SAS Viya
Reviews
Reviewers' Company Size
H2O
H2O
Small-Business(50 or fewer emp.)
54.5%
Mid-Market(51-1000 emp.)
13.6%
Enterprise(> 1000 emp.)
31.8%
SAS Viya
SAS Viya
Small-Business(50 or fewer emp.)
35.7%
Mid-Market(51-1000 emp.)
32.3%
Enterprise(> 1000 emp.)
32.0%
Reviewers' Industry
H2O
H2O
Financial Services
13.6%
Retail
9.1%
Research
9.1%
Marketing and Advertising
9.1%
Information Technology and Services
9.1%
Other
50.0%
SAS Viya
SAS Viya
Pharmaceuticals
13.8%
Higher Education
9.1%
Banking
8.4%
Financial Services
6.6%
Information Technology and Services
6.3%
Other
55.8%
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H2O
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SAS Viya
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Discussions
H2O
H2O Discussions
Monty the Mongoose crying
H2O has no discussions with answers
See all discussions
SAS Viya
SAS Viya Discussions
Monty the Mongoose crying
SAS Viya has no discussions with answers
See all discussions
Ask H2O a QuestionContact H2O
Ask SAS Viya a QuestionContact SAS Viya

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H2O
H2O
SAS Viya
SAS Viya
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