Introducing G2.ai, the future of software buying.Try now

Compare Tableau and scikit-learn

Save
    Log in to your account
    to save comparisons,
    products and more.
At a Glance
Tableau
Tableau
Star Rating
(3,341)4.4 out of 5
Market Segments
Enterprise (42.4% of reviews)
Information
Entry-Level Pricing
$70.00 1 User Per Month
Free Trial is available
Browse all 3 pricing plans
scikit-learn
scikit-learn
Star Rating
(59)4.8 out of 5
Market Segments
Enterprise (40.7% of reviews)
Information
Entry-Level Pricing
No pricing available
Learn more about scikit-learn

Tableau vs scikit-learn

When assessing the two solutions, reviewers found scikit-learn easier to use, set up, and administer. Reviewers also preferred doing business with scikit-learn overall.

  • Reviewers felt that scikit-learn meets the needs of their business better than Tableau.
  • When comparing quality of ongoing product support, reviewers felt that scikit-learn is the preferred option.
  • For feature updates and roadmaps, our reviewers preferred the direction of scikit-learn over Tableau.
Pricing
Entry-Level Pricing
Tableau
Creator
$70.00
1 User Per Month
Browse all 3 pricing plans
scikit-learn
No pricing available
Free Trial
Tableau
Free Trial is available
scikit-learn
No trial information available
Ratings
Meets Requirements
8.7
2,365
9.6
52
Ease of Use
8.3
2,758
9.6
52
Ease of Setup
8.2
1,425
9.6
40
Ease of Admin
8.2
770
9.4
39
Quality of Support
8.3
2,019
9.4
48
Has the product been a good partner in doing business?
8.6
748
9.2
35
Product Direction (% positive)
8.8
2,343
9.3
52
Features by Category
8.5
1,873
Not enough data
Reports
8.7
1708
|
Verified
Not enough data
8.2
1577
|
Verified
Not enough data
9.1
1748
|
Verified
Not enough data
8.6
1353
Not enough data
9.1
1729
|
Verified
Not enough data
Self Service
8.5
1668
|
Verified
Not enough data
8.7
1698
|
Verified
Not enough data
8.5
1616
|
Verified
Not enough data
8.2
1416
Not enough data
8.2
1503
|
Verified
Not enough data
7.9
1323
|
Verified
Not enough data
Advanced Analytics
7.8
1275
Not enough data
9.1
1703
|
Verified
Not enough data
8.1
1283
Not enough data
Building Reports
8.3
1001
|
Verified
Not enough data
8.2
963
|
Verified
Not enough data
8.3
835
|
Verified
Not enough data
8.1
844
|
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
8.1
1,912
Not enough data
Reports
8.7
1708
|
Verified
Not enough data
8.2
1577
|
Verified
Not enough data
9.1
1748
|
Verified
Not enough data
8.6
1353
Not enough data
9.1
1729
|
Verified
Not enough data
Data Preparation
8.6
855
|
Verified
Not enough data
8.4
847
|
Verified
Not enough data
Data Modeling and Blending
8.5
882
|
Verified
Not enough data
8.8
904
|
Verified
Not enough data
8.5
872
|
Verified
Not enough data
Generative AI
7.4
425
Not enough data
7.5
451
Not enough data
Agentic AI - Analytics Platforms
7.4
130
Not enough data
7.5
133
Not enough data
7.8
132
Not enough data
7.6
130
Not enough data
7.7
128
Not enough data
7.4
127
Not enough data
7.8
127
Not enough data
Self Service
8.5
1668
|
Verified
Not enough data
8.7
1698
|
Verified
Not enough data
8.5
1616
|
Verified
Not enough data
8.2
1416
Not enough data
8.2
1503
|
Verified
Not enough data
7.9
1323
|
Verified
Not enough data
Deployment & Integration - Analytics Platforms
8.2
109
Not enough data
8.3
109
Not enough data
8.1
108
Not enough data
8.4
107
Not enough data
Advanced Analytics
7.8
1275
Not enough data
9.1
1703
|
Verified
Not enough data
8.1
1283
Not enough data
Performance & Scalability - Analytics Platforms
8.0
109
Not enough data
8.1
108
Not enough data
Advanced Analytics & Modeling - Analytics Platforms
8.1
108
Not enough data
7.9
106
Not enough data
7.7
107
Not enough data
Agentic AI Capabilities - Analytics Platforms
7.6
105
Not enough data
7.6
104
Not enough data
7.7
104
Not enough data
7.7
105
Not enough data
Personalized Intelligence - Analytics Platforms
7.7
106
Not enough data
7.8
107
Not enough data
7.8
106
Not enough data
Building Reports
8.3
1001
|
Verified
Not enough data
8.2
963
|
Verified
Not enough data
8.3
835
|
Verified
Not enough data
8.1
844
|
Verified
Not enough data
Embedded Business IntelligenceHide 15 FeaturesShow 15 Features
8.5
1,869
Not enough data
Reports
8.7
1708
|
Verified
Not enough data
8.2
1577
|
Verified
Not enough data
9.1
1748
|
Verified
Not enough data
8.6
1353
Not enough data
9.1
1729
|
Verified
Not enough data
Self Service
8.5
1668
|
Verified
Not enough data
8.7
1698
|
Verified
Not enough data
8.5
1616
|
Verified
Not enough data
8.2
1416
Not enough data
8.2
1503
|
Verified
Not enough data
7.9
1323
|
Verified
Not enough data
Building Reports
8.3
1001
|
Verified
Not enough data
8.2
963
|
Verified
Not enough data
8.3
835
|
Verified
Not enough data
8.1
844
|
Verified
Not enough data
9.2
29
Not enough data
Cartography
9.4
26
Not enough data
9.2
26
Not enough data
9.6
27
Not enough data
9.4
27
Not enough data
Analysis
9.0
27
Not enough data
9.2
27
Not enough data
9.3
27
Not enough data
9.0
27
Not enough data
Reporting
9.3
27
Not enough data
9.2
26
Not enough data
9.1
26
Not enough data
8.3
248
Not enough data
Data Source Access
8.6
233
Not enough data
8.8
232
Not enough data
8.2
232
Not enough data
Data Interaction
8.2
232
Not enough data
8.1
234
Not enough data
8.3
232
Not enough data
8.5
234
Not enough data
8.3
232
Not enough data
8.4
230
Not enough data
8.4
232
Not enough data
8.3
228
Not enough data
Data Exporting
8.5
227
Not enough data
8.4
227
Not enough data
8.4
227
Not enough data
Generative AI
7.4
223
Not enough data
9.1
65
Not enough data
Additional Functionality
8.9
61
Not enough data
9.3
62
Not enough data
Basics
9.2
62
Not enough data
Content
8.9
59
Not enough data
Data
9.3
61
Not enough data
Interoperability
8.9
59
Not enough data
Performance
9.2
62
Not enough data
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
Not enough data
Not enough data
Deployment & Integration - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Data Connectivity & Federation - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Data Modeling & Metrics - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Performance Optimization - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Governance - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Advanced Intelligence - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI Enablement - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
8.6
283
Not enough data
Statistical Tool
8.4
251
Not enough data
8.4
254
Not enough data
8.4
244
Not enough data
Data Analysis
9.0
273
Not enough data
8.9
268
Not enough data
Decision Making
8.7
259
Not enough data
9.4
271
Not enough data
9.1
266
Not enough data
8.7
262
Not enough data
Generative AI
8.0
177
Not enough data
8.0
177
Not enough data
Categories
Categories
Shared Categories
Tableau
Tableau
scikit-learn
scikit-learn
Tableau and scikit-learn share no categories
Reviews
Reviewers' Company Size
Tableau
Tableau
Small-Business(50 or fewer emp.)
21.1%
Mid-Market(51-1000 emp.)
36.5%
Enterprise(> 1000 emp.)
42.4%
scikit-learn
scikit-learn
Small-Business(50 or fewer emp.)
28.8%
Mid-Market(51-1000 emp.)
30.5%
Enterprise(> 1000 emp.)
40.7%
Reviewers' Industry
Tableau
Tableau
Information Technology and Services
11.6%
Financial Services
7.1%
Computer Software
7.1%
Hospital & Health Care
4.4%
Marketing and Advertising
4.4%
Other
65.3%
scikit-learn
scikit-learn
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%
Alternatives
Tableau
Tableau Alternatives
Qlik Sense
Qlik Sense
Add Qlik Sense
Alteryx
Alteryx
Add Alteryx
GoodData
GoodData
Add GoodData
Domo
Domo
Add Domo
scikit-learn
scikit-learn Alternatives
MLlib
MLlib
Add MLlib
Weka
Weka
Add Weka
Google Cloud TPU
Google Cloud TPU
Add Google Cloud TPU
XGBoost
XGBoost
Add XGBoost
Discussions
Tableau
Tableau Discussions
why did saleforce by tableau? IS SFDC reporting going to change now?
2 Comments
Tobias R.
TR
Perfect answer by Derrick. I totally agree.Read more
What does Tableau Desktop do?
2 Comments
Naveen A.
NA
Tableau Desktop help create interactive Dashboards offline and publish it to the wider audience through Tableau public. Tableau Desktop is one of the version...Read more
Do I need Tableau Desktop if I have Tableau Server?
2 Comments
Luis T.
LT
Anyway, whether you need Tableau Desktop depends on your specific use case and requirements. If you're unsure, you can consider the following Evaluate...Read more
scikit-learn
scikit-learn Discussions
What is scikit-learn used for?
2 Comments
Madhusmita S.
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
rehan a.
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
Monty the Mongoose crying
scikit-learn has no more discussions with answers