Introducing G2.ai, the future of software buying.Try now
Compare Alteryx and scikit-learn 
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.
Zoho Analytics
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.
CorralData
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.
Solvexia
Visit Website
At a Glance
Market Segments
Enterprise (63.7% of reviews)
Enterprise (40.7% of reviews)
Entry-Level Pricing
$3,000.00 1 User Per Year
No pricing available
Alteryx
Star Rating
(663)4.6 out of 5
Market Segments
Enterprise (63.7% of reviews)
Pros & Cons
Entry-Level Pricing
$3,000.00 1 User Per Year
Free Trial is available
Browse all 3 pricing plansscikit-learn
Star Rating
(59)4.8 out of 5
Market Segments
Enterprise (40.7% of reviews)
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about scikit-learnSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Reviews say that Alteryx excels in its user-friendly interface, making it easier for analysts to create workflows without extensive coding knowledge, while scikit-learn is praised for its flexibility and power, appealing more to data scientists who are comfortable with programming.
- Users report that Alteryx's data blending capabilities are a standout feature, allowing seamless integration of various data sources, whereas scikit-learn is noted for its robust machine learning algorithms, providing a wider range of models for predictive analytics.
- Reviewers mention that Alteryx has a strong support system, with many users appreciating the quality of customer service, while scikit-learn users highlight the extensive documentation and community support, which can be invaluable for troubleshooting and learning.
- G2 users indicate that Alteryx's ease of setup is beneficial for enterprises looking to implement analytics quickly, but scikit-learn's setup is often seen as more complex, requiring a deeper understanding of Python and its libraries.
- Users on G2 report that Alteryx's product direction is viewed positively, with regular updates and new features being added, while scikit-learn users appreciate the consistent improvements and enhancements that align with the latest trends in machine learning.
- Reviewers mention that Alteryx is particularly favored in enterprise environments, with 63.5% of reviews coming from this segment, while scikit-learn, with 40.7% from enterprises, is often utilized in academic and research settings, reflecting its versatility across different user bases.
Pricing
Entry-Level Pricing
Alteryx
Starter Edition
$3,000.00
1 User Per Year
For Small Teams That Need to Perform Basic Business Analytics
Prepare and analyze data with code-free software on flat files.
- Essential drag-and-drop data preparation (Blend, Transform, Join, Aggregate, etc.)
- Create code-free data analytics workflows
- Share data analytics workflows
scikit-learn
No pricing availableFree Trial
Alteryx
Free Trial is available
scikit-learn
No trial information availableRatings
Meets Requirements
8.8
324
9.6
52
Ease of Use
8.7
468
9.6
52
Ease of Setup
8.5
263
9.6
40
Ease of Admin
8.3
82
9.4
39
Quality of Support
8.5
305
9.4
48
Has the product been a good partner in doing business?
8.9
86
9.2
35
Product Direction (% positive)
9.2
313
9.3
52
Features by Category
Reports
7.6
193
|
Verified
Not enough data
8.2
139
Not enough data
6.9
189
|
Verified
Not enough data
7.8
121
Not enough data
7.1
163
|
Verified
Not enough data
Self Service
8.9
201
|
Verified
Not enough data
9.1
205
|
Verified
Not enough data
9.0
196
|
Verified
Not enough data
8.3
190
|
Verified
Not enough data
8.5
192
|
Verified
Not enough data
8.0
155
|
Verified
Not enough data
Advanced Analytics
8.1
171
|
Verified
Not enough data
7.3
184
|
Verified
Not enough data
8.2
171
|
Verified
Not enough data
Building Reports
9.1
153
|
Verified
Not enough data
8.7
143
|
Verified
Not enough data
7.4
109
|
Verified
Not enough data
7.8
115
|
Verified
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
Reports
7.6
193
|
Verified
Not enough data
8.2
139
Not enough data
6.9
189
|
Verified
Not enough data
7.8
121
Not enough data
7.1
163
|
Verified
Not enough data
Data Preparation
8.8
114
|
Verified
Not enough data
8.6
104
|
Verified
Not enough data
Data Modeling and Blending
9.0
117
|
Verified
Not enough data
9.1
119
|
Verified
Not enough data
9.1
113
|
Verified
Not enough data
Generative AI
7.7
36
Not enough data
8.1
37
Not enough data
Agentic AI - Analytics Platforms
8.1
14
Not enough data
8.3
14
Not enough data
7.7
14
Not enough data
8.2
14
Not enough data
8.2
14
Not enough data
7.7
14
Not enough data
7.9
14
Not enough data
Self Service
8.9
201
|
Verified
Not enough data
9.1
205
|
Verified
Not enough data
9.0
196
|
Verified
Not enough data
8.3
190
|
Verified
Not enough data
8.5
192
|
Verified
Not enough data
8.0
155
|
Verified
Not enough data
Deployment & Integration - Analytics Platforms
8.1
13
Not enough data
8.2
13
Not enough data
8.5
13
Not enough data
8.3
13
Not enough data
Advanced Analytics
8.1
171
|
Verified
Not enough data
7.3
184
|
Verified
Not enough data
8.2
171
|
Verified
Not enough data
Performance & Scalability - Analytics Platforms
8.2
13
Not enough data
8.6
13
Not enough data
Advanced Analytics & Modeling - Analytics Platforms
8.5
14
Not enough data
8.3
14
Not enough data
8.1
14
Not enough data
Agentic AI Capabilities - Analytics Platforms
8.6
13
Not enough data
7.9
13
Not enough data
8.3
13
Not enough data
7.9
13
Not enough data
Personalized Intelligence - Analytics Platforms
8.3
13
Not enough data
8.3
13
Not enough data
8.6
13
Not enough data
Building Reports
9.1
153
|
Verified
Not enough data
8.7
143
|
Verified
Not enough data
7.4
109
|
Verified
Not enough data
7.8
115
|
Verified
Not enough data
Cartography
8.0
27
Not enough data
7.9
23
Not enough data
7.7
27
Not enough data
7.9
25
Not enough data
Analysis
8.7
25
Not enough data
9.3
26
Not enough data
9.3
27
Not enough data
9.1
26
Not enough data
Reporting
9.3
27
Not enough data
8.3
20
Not enough data
9.1
24
Not enough data
Data Source Access
8.9
158
Not enough data
8.8
171
Not enough data
8.2
138
Not enough data
Data Interaction
8.5
141
Not enough data
8.4
138
Not enough data
8.7
153
Not enough data
9.1
174
Not enough data
9.2
168
Not enough data
9.2
173
Not enough data
8.7
157
Not enough data
8.5
142
Not enough data
Data Exporting
8.9
157
Not enough data
8.8
160
Not enough data
9.2
172
Not enough data
Generative AI
6.8
30
Not enough data
Management
Not enough data
Not enough data
Not enough data
Not enough data
Functionality
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
System
9.1
52
Not enough data
Model Development
7.9
42
Not enough data
8.8
50
Not enough data
8.0
48
Not enough data
8.2
46
Not enough data
Model Development
8.4
50
Not enough data
Machine/Deep Learning Services
7.9
37
Not enough data
7.9
35
Not enough data
7.9
33
Not enough data
7.9
33
Not enough data
Machine/Deep Learning Services
7.9
35
Not enough data
7.9
32
Not enough data
Deployment
Feature Not Available
Not enough data
8.4
44
Not enough data
8.5
46
Not enough data
Generative AI
6.8
10
Not enough data
6.3
9
Not enough data
7.2
10
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
Data Ingestion
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Presentation
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
System
Not enough data
Not enough data
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
Integration - Machine Learning
Not enough data
Not enough data
Learning - Machine Learning
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
Statistical Tool
8.4
62
Not enough data
8.6
62
Not enough data
8.3
62
Not enough data
Data Analysis
9.1
69
Not enough data
9.0
67
Not enough data
Decision Making
8.6
65
Not enough data
7.4
68
Not enough data
8.4
70
Not enough data
9.0
65
Not enough data
Generative AI
7.2
16
Not enough data
7.4
17
Not enough data
Data Transformation
8.4
71
|
Verified
Not enough data
8.8
79
|
Verified
Not enough data
Connectivity
8.4
53
|
Verified
Not enough data
8.3
49
|
Verified
Not enough data
8.9
71
|
Verified
Not enough data
Feature Not Available
Not enough data
Operations
7.8
78
|
Verified
Not enough data
9.1
84
|
Verified
Not enough data
8.5
64
|
Verified
Not enough data
8.7
66
|
Verified
Not enough data
8.1
60
|
Verified
Not enough data
Building Reports
9.1
153
|
Verified
Not enough data
8.7
143
|
Verified
Not enough data
7.4
109
|
Verified
Not enough data
7.8
115
|
Verified
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
Alteryx and scikit-learn are categorized as Machine Learning
Unique Categories
Alteryx is categorized as Low-Code Machine Learning Platforms, Data Preparation, Location Intelligence, Big Data Analytics, Data Science and Machine Learning Platforms, Analytics Platforms, Predictive Analytics, Natural Language Generation (NLG), Big Data Integration Platforms, ETL Tools, and Emerging AI Software
scikit-learn has no unique categories
Reviews
Reviewers' Company Size
Alteryx
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
scikit-learn
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
Financial Services
12.0%
Accounting
9.6%
Information Technology and Services
8.4%
Banking
5.4%
Insurance
4.6%
Other
60.0%
Computer Software
35.6%
Information Technology and Services
16.9%
Higher Education
10.2%
Computer & Network Security
6.8%
Hospital & Health Care
5.1%
Other
25.4%
Discussions
What's the one thing that Alteryx brings to the play which other platforms lack?
3 Comments
SM
A very vibrant and helpful community.Read more
Is there any free trail for Alteryx analytics gallery?
1 Comment
SJ
Yes, every user gets 1 month's free trial. It is system specific though.Read more
How can teams share dashboards and insights from Alteryx with stakeholders who don’t have a platform license?
1 Comment
BP
Comment deleted by user.Read more
What is scikit-learn used for?
2 Comments
MS
Scikit-learn is a powerful library, well-integrated with other Python libraries such as pandas, NumPy, Matplotlib, and Seaborn. It supports creating machine...Read more
What is Python Scikit learn?
1 Comment
RA
It is a library used to implement machine-learning models. Provides vast range of methods to perform data preprocessing, feature selection, and popularly...Read more
scikit-learn 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.
