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Compare Anaconda AI Platform and H2O 
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At a Glance
Market Segments
Small-Business (44.4% of reviews)
Small-Business (54.5% of reviews)
Entry-Level Pricing
Free 1 User With One-Time Purchase
No pricing available
Anaconda AI Platform
Star Rating
(241)4.5 out of 5
Market Segments
Small-Business (44.4% of reviews)
Pros & Cons
Entry-Level Pricing
Free 1 User With One-Time Purchase
Browse all 4 pricing plansH2O
Star Rating
(24)4.5 out of 5
Market Segments
Small-Business (54.5% of reviews)
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about H2OSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- G2 reviewers report that Anaconda AI Platform excels in user satisfaction, reflected in its significantly higher G2 Score compared to H2O. Users appreciate its open-source nature, which makes it accessible for learning and building projects, enhancing their journey into machine learning.
- Users say that H2O's AutoML feature stands out for its impressive performance and ease of use, with many highlighting the rapid iteration capabilities of its commercial product, Driverless AI. This suggests that H2O is particularly strong for users focused on advanced machine learning tasks.
- Reviewers mention that Anaconda AI Platform's package management capabilities, especially with conda, simplify handling dependency conflicts. This feature is crucial for users managing complex data science projects, making it a reliable choice for reproducibility and environment isolation.
- According to verified reviews, H2O's web front end, known as Flow, is praised for its intuitive design, allowing users to quickly create machine learning models. This ease of use is a significant advantage for those who may not have extensive coding experience.
- Users highlight that while both platforms offer strong support, Anaconda AI Platform has a slight edge in overall user experience, with reviewers noting its reliability and simplicity in managing data science projects, which helps reduce bottlenecks.
- G2 reviewers indicate that H2O's focus on advanced features like pre-built algorithms and deep learning capabilities makes it a strong contender for users looking for cutting-edge tools, although it may not cater as effectively to the broader user base as Anaconda AI Platform does.
Pricing
Entry-Level Pricing
Anaconda AI Platform
Free
Free
1 User With One-Time Purchase
- Basic workspace for the student or practitioner
- 5GB for shareable, cloud-hosted notebooks
- Thousands of curated packages
H2O
No pricing availableFree Trial
Anaconda AI Platform
Free Trial is available
H2O
Free Trial is available
Ratings
Meets Requirements
9.0
147
8.0
15
Ease of Use
8.7
155
9.0
14
Ease of Setup
8.4
82
7.8
6
Ease of Admin
8.7
24
8.3
6
Quality of Support
8.3
128
8.8
13
Has the product been a good partner in doing business?
9.1
21
8.3
5
Product Direction (% positive)
9.2
138
6.4
13
Features by Category
System
8.6
110
8.5
8
Model Development
8.5
111
8.3
8
7.8
103
8.3
8
8.2
111
9.4
8
8.5
115
9.2
8
Model Development
8.3
102
9.0
8
Machine/Deep Learning Services
8.2
107
Not enough data
8.6
109
Not enough data
8.4
107
Not enough data
8.4
105
9.0
5
Machine/Deep Learning Services
8.5
101
Not enough data
8.4
98
9.0
5
Deployment
8.2
109
8.1
6
8.5
113
8.0
5
8.3
111
8.6
6
Generative AI
8.2
56
Not enough data
7.7
54
Not enough data
6.9
54
Not enough data
Agentic AI - Data Science and Machine Learning Platforms
7.3
42
Not enough data
7.4
42
Not enough data
7.9
42
Not enough data
7.7
41
Not enough data
7.9
40
Not enough data
7.3
43
Not enough data
7.5
42
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
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
Statistical Tool
Not enough data
8.1
6
Not enough data
Not enough data
Not enough data
8.3
5
Data Analysis
Not enough data
8.7
5
Not enough data
8.0
5
Decision Making
Not enough data
9.0
5
Not enough data
Not enough data
Not enough data
8.3
5
Not enough data
7.0
5
Generative AI
Not enough data
Not enough data
Not enough data
Not enough data
Categories
Categories
Shared Categories
Anaconda AI Platform and H2O are categorized as Data Science and Machine Learning Platforms
Unique Categories
Anaconda AI Platform has no unique categories
H2O is categorized as Artificial Neural Network, Predictive Analytics, and Generative AI Infrastructure
Reviews
Reviewers' Company Size
Anaconda AI Platform
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
H2O
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
Information Technology and Services
23.0%
Computer Software
20.9%
Higher Education
7.0%
Education Management
6.4%
Research
4.3%
Other
38.5%
Financial Services
13.6%
Retail
9.1%
Research
9.1%
Marketing and Advertising
9.1%
Information Technology and Services
9.1%
Other
50.0%
Discussions
Is Anaconda free for companies?
2 Comments
SP
Don't know, but it is free for students. if you are student, then u can install and use it for free of cost.Read more
How to create the private environment in the anaconda?
1 Comment
G2
After opening the ANACONDA, there Environment option below Home, by clicking create we can create private environments, also if you already have private...Read more
Is there any way to say goodbye to pip install in Anaconda Enterprise
1 Comment
A_
Not yet as of nowRead more
H2O has no discussions with answers
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