Introducing G2.ai, the future of software buying.Try now
Compare Gurobi Optimizer and TensorFlow 
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.
Alteryx
Visit Website
At a Glance
Market Segments
Enterprise (55.0% of reviews)
Small-Business (50.8% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
Gurobi Optimizer
Star Rating
(20)4.7 out of 5
Market Segments
Enterprise (55.0% of reviews)
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about Gurobi OptimizerTensorFlow
Star Rating
(135)4.5 out of 5
Market Segments
Small-Business (50.8% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about TensorFlowSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that TensorFlow excels in model training with a score of 9.3, highlighting its robust capabilities for deep learning applications, while Gurobi Optimizer, with a score of 9.0, is praised for its pre-built algorithms that streamline optimization tasks.
- Reviewers mention that TensorFlow offers superior language support (8.9) and flexibility in frameworks, making it a preferred choice for developers looking to integrate various programming languages, whereas Gurobi Optimizer's language support is rated slightly lower at 8.7.
- G2 users indicate that Gurobi Optimizer shines in ease of use (9.3) and quality of support (9.2), making it more accessible for enterprise users, while TensorFlow's ease of use is rated lower at 7.6, which some users find challenging for beginners.
- Users on G2 highlight TensorFlow's strong scalability (9.1), which is essential for handling large datasets and complex models, while Gurobi Optimizer, with a scalability score of 8.8, is noted for its efficiency in solving large-scale optimization problems but may not scale as seamlessly in machine learning contexts.
- Reviewers mention that TensorFlow's model development features, particularly in feature engineering (8.8), are highly regarded, allowing for intricate data manipulation, while Gurobi Optimizer's focus is more on optimization algorithms rather than extensive feature engineering capabilities.
- Users say that TensorFlow's deployment flexibility is a significant advantage, allowing for various deployment options, while Gurobi Optimizer's deployment is rated lower, indicating potential limitations in application versatility.
Pricing
Entry-Level Pricing
Gurobi Optimizer
No pricing availableTensorFlow
No pricing availableFree Trial
Gurobi Optimizer
Free Trial is available
TensorFlow
No trial information availableRatings
Meets Requirements
8.9
14
9.2
118
Ease of Use
9.3
14
8.0
121
Ease of Setup
Not enough data
8.3
99
Ease of Admin
Not enough data
7.9
39
Quality of Support
9.2
10
8.7
105
Has the product been a good partner in doing business?
Not enough data
8.3
36
Product Direction (% positive)
7.3
13
9.3
115
Features by Category
Deployment
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
Deployment
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
Management
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Operations
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
Not enough data
Not enough data
Generative AI
Not enough data
Not enough data
Not enough data
Not enough data
System
Not enough data
8.6
70
Model Development
Not enough data
8.9
96
Not enough data
7.2
82
Not enough data
8.8
96
Not enough data
9.2
95
Model Development
Not enough data
9.0
69
Machine/Deep Learning Services
Not enough data
9.1
93
Not enough data
9.0
88
Not enough data
8.8
86
Not enough data
9.4
96
Machine/Deep Learning Services
Not enough data
8.7
64
Not enough data
9.2
68
Deployment
Not enough data
8.5
80
Not enough data
8.7
89
Not enough data
9.0
89
Generative AI
Not enough data
8.0
11
Not enough data
7.7
11
Not enough data
8.0
11
Agentic AI - Data Science and Machine Learning Platforms
Not enough data
7.3
5
Not enough data
7.3
5
Not enough data
8.0
5
Not enough data
8.7
5
Not enough data
8.3
5
Not enough data
7.0
5
Not enough data
7.7
5
Categories
Categories
Shared Categories
Gurobi Optimizer and TensorFlow are categorized as Data Science and Machine Learning Platforms
Unique Categories
Gurobi Optimizer is categorized as MLOps Platforms
TensorFlow has no unique categories
Reviews
Reviewers' Company Size
Gurobi Optimizer
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
TensorFlow
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
Retail
10.0%
Research
10.0%
Logistics and Supply Chain
10.0%
Information Technology and Services
10.0%
Higher Education
10.0%
Other
50.0%
Computer Software
27.7%
Information Technology and Services
20.0%
Research
7.7%
Computer & Network Security
4.6%
Higher Education
3.1%
Other
36.9%
Alternatives
Discussions
"How can I solve non-linear optimization with Gurobi Optimizer?"
2 Comments
Official Response from Gurobi Optimizer
These were some great insights at the time about handling non-linear problems in Gurobi. To add to this, recent versions of Gurobi have shown significant...Read more
Gurobi Optimizer has no more discussions with answers
What is TensorFlow and why it is used?
2 Comments
PS
TensorFlow is an open-source library that lets you generate various models AI/ML/DL models.Read more
TensorFlow has no more 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.
