Introducing G2.ai, the future of software buying.Try now
Compare Google Cloud AutoML and IBM Decision Optimization 
Featured Products
Sponsored
You’re seeing this ad based on the product’s relevance to this page. Sponsored content does not receive preferential treatment in any of G2’s ratings.
ILUM
Visit Website
Sponsored
You’re seeing this ad based on the product’s relevance to this page. Sponsored content does not receive preferential treatment in any of G2’s ratings.
Alteryx
Visit Website
At a Glance
Market Segments
Small-Business (45.5% of reviews)
Enterprise (60.0% of reviews)
Entry-Level Pricing
No pricing available
Free
Google Cloud AutoML
Star Rating
(22)4.1 out of 5
Market Segments
Small-Business (45.5% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about Google Cloud AutoMLIBM Decision Optimization
Star Rating
(41)4.5 out of 5
Market Segments
Enterprise (60.0% of reviews)
Pros & Cons
Not enough data
Entry-Level Pricing
Free
Browse all 2 pricing plansSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that IBM Decision Optimization excels in its "Quality of Support," with a score of 8.6, which reviewers mention as a significant advantage when seeking assistance during complex optimization tasks.
- Reviewers mention that Google Cloud AutoML shines in "Natural Language Generation," scoring 8.1, making it a preferred choice for users focused on generating human-like text outputs.
- G2 users highlight that IBM Decision Optimization's "Ease of Use" is rated at 8.7, with many reviewers stating that the intuitive interface simplifies the process of setting up optimization models.
- Users on G2 report that Google Cloud AutoML offers superior "Scalability," with a score of 8.8, which is particularly beneficial for small businesses looking to grow their machine learning capabilities without significant overhead.
- Reviewers mention that IBM Decision Optimization's "Data Ingestion & Wrangling" capabilities, rated at 7.2, could be improved, as some users find it less efficient compared to Google Cloud AutoML's more streamlined processes.
- Users say that Google Cloud AutoML's "Pre-Built Algorithms" feature, scoring 8.3, is a standout, allowing users to quickly implement machine learning solutions without extensive coding knowledge, which is a common pain point for many users of IBM Decision Optimization.
Pricing
Entry-Level Pricing
Google Cloud AutoML
No pricing availableIBM Decision Optimization
IBM ILOG CPLEX Optimization Studio Free edition
Free
Explore and learn optimization and constraint programming modeling with our free edition. Try free edition:
https://www.ibm.com/account/reg/signup?formid=urx-20028
- Limited to 1000 variables and 1000 constraints, but models can be edited
- Use both the OPL/IDE and API modeling/solving
Free Trial
Google Cloud AutoML
No trial information availableIBM Decision Optimization
Free Trial is available
Ratings
Meets Requirements
8.6
14
8.4
30
Ease of Use
8.6
14
8.7
30
Ease of Setup
7.4
11
8.3
14
Ease of Admin
7.9
12
8.7
14
Quality of Support
7.5
14
8.6
30
Has the product been a good partner in doing business?
8.3
11
9.2
14
Product Direction (% positive)
8.9
11
8.0
29
Features by Category
System
Not enough data
7.2
9
Model Development
Not enough data
7.9
7
Not enough data
8.3
7
Not enough data
8.3
7
Not enough data
7.4
7
Model Development
Not enough data
7.4
9
Machine/Deep Learning Services
Not enough data
7.9
7
Not enough data
7.4
7
Not enough data
6.9
7
Not enough data
6.9
7
Machine/Deep Learning Services
Not enough data
7.3
8
Not enough data
7.5
8
Deployment
Not enough data
8.3
7
Not enough data
8.1
7
Not enough data
7.6
7
Generative AI
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI - Data Science and Machine Learning Platforms
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
Integration
Not enough data
Not enough data
Not enough data
Not enough data
Business Logic
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Management
Not enough data
Not enough data
Not enough data
Not enough data
Analytics
Not enough data
Not enough data
Not enough data
Not enough data
Deployment
Not enough data
Not enough data
Not enough data
Not enough data
Generative AI
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI - Decision Management Platforms
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
Data Ingestion & Preparation - Low-Code Machine Learning Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Model Construction & Automation - Low-Code Machine Learning Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Categories
Categories
Shared Categories
Google Cloud AutoML and IBM Decision Optimization are categorized as Data Science and Machine Learning Platforms
Unique Categories
Google Cloud AutoML is categorized as Low-Code Machine Learning Platforms
IBM Decision Optimization is categorized as Decision Management Platforms
Reviews
Reviewers' Company Size
Google Cloud AutoML
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
IBM Decision Optimization
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
Research
13.6%
Information Technology and Services
13.6%
Computer Software
9.1%
Program Development
4.5%
Pharmaceuticals
4.5%
Other
54.5%
Financial Services
14.3%
Education Management
11.4%
Computer Software
11.4%
Transportation/Trucking/Railroad
5.7%
Research
5.7%
Other
51.4%
Alternatives
Discussions
Google Cloud AutoML has no discussions with answers
IBM Decision Optimization has no discussions with answers
Hunting for software insights?
With over 3 million reviews, we can provide the specific details that help you make an informed software buying decision for your business. Finding the right product is important, let us help.
