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Compare Spotfire Analytics and scikit-learn 
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At a Glance
Market Segments
Enterprise (51.4% of reviews)
Enterprise (40.0% of reviews)
Entry-Level Pricing
Free Trial
No pricing available
Spotfire Analytics
Star Rating
(363)4.2 out of 5
Market Segments
Enterprise (51.4% of reviews)
Pros & Cons
Entry-Level Pricing
Free Trial
Free Trial is available
Browse all 2 pricing plansscikit-learn
Star Rating
(60)4.8 out of 5
Market Segments
Enterprise (40.0% of reviews)
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about scikit-learnSpotfire Analytics 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 Spotfire Analytics.
- 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 Spotfire Analytics.
Pricing
Entry-Level Pricing
Spotfire Analytics
Spotfire Free Trial
Free Trial
Try Spotfire for yourself and visualize your data unlike ever before.
Spotfire is the most complete visual data science solution in the market. Take advantage of this data visualization free trial offer today, and see how easy it is to discover new insights from your data.
- https://buy.spotfire.com/try/
scikit-learn
No pricing availableFree Trial
Spotfire Analytics
Free Trial is available
scikit-learn
No trial information availableRatings
Meets Requirements
8.6
284
9.6
53
Ease of Use
8.1
285
9.6
53
Ease of Setup
7.7
138
9.6
41
Ease of Admin
7.8
112
9.4
39
Quality of Support
7.8
249
9.4
49
Has the product been a good partner in doing business?
8.4
111
9.2
35
Product Direction (% positive)
7.9
281
9.3
53
Features by Category
Reports
8.3
192
|
Verified
Not enough data
7.9
184
|
Verified
Not enough data
8.8
209
|
Verified
Not enough data
8.1
170
|
Verified
Not enough data
8.7
199
|
Verified
Not enough data
Self Service
8.5
198
|
Verified
Not enough data
8.6
204
|
Verified
Not enough data
8.3
186
|
Verified
Not enough data
7.8
179
|
Verified
Not enough data
7.8
168
|
Verified
Not enough data
7.4
140
|
Verified
Not enough data
Advanced Analytics
8.0
156
|
Verified
Not enough data
8.9
203
|
Verified
Not enough data
8.1
156
|
Verified
Not enough data
Building Reports
8.5
113
|
Verified
Not enough data
8.2
105
|
Verified
Not enough data
8.0
84
|
Verified
Not enough data
8.0
85
|
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
8.3
192
|
Verified
Not enough data
7.9
184
|
Verified
Not enough data
8.8
209
|
Verified
Not enough data
8.1
170
|
Verified
Not enough data
8.7
199
|
Verified
Not enough data
Reports
8.6
6
Not enough data
8.1
6
Not enough data
7.8
6
Not enough data
Generative AI
8.3
6
Not enough data
8.1
6
Not enough data
Visualization
8.1
6
Not enough data
8.3
6
Not enough data
8.3
6
Not enough data
8.3
6
Not enough data
Data Updates
8.3
6
Not enough data
8.6
6
Not enough data
Collaboration
8.6
7
Not enough data
7.3
5
Not enough data
8.1
6
Not enough data
Data Updates
8.3
6
Not enough data
8.1
6
Not enough data
8.6
6
Not enough data
Reports
8.3
192
|
Verified
Not enough data
7.9
184
|
Verified
Not enough data
8.8
209
|
Verified
Not enough data
8.1
170
|
Verified
Not enough data
8.7
199
|
Verified
Not enough data
Data Preparation
8.4
71
|
Verified
Not enough data
7.8
65
|
Verified
Not enough data
Data Modeling and Blending
8.5
77
|
Verified
Not enough data
8.4
81
|
Verified
Not enough data
8.4
75
|
Verified
Not enough data
Generative AI
7.4
31
Not enough data
7.1
32
Not enough data
Agentic AI - Analytics 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
Self Service
8.5
198
|
Verified
Not enough data
8.6
204
|
Verified
Not enough data
8.3
186
|
Verified
Not enough data
7.8
179
|
Verified
Not enough data
7.8
168
|
Verified
Not enough data
7.4
140
|
Verified
Not enough data
Deployment & Integration - Analytics 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
Advanced Analytics
8.0
156
|
Verified
Not enough data
8.9
203
|
Verified
Not enough data
8.1
156
|
Verified
Not enough data
Performance & Scalability - Analytics Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Advanced Analytics & Modeling - Analytics Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI Capabilities - Analytics 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
Personalized Intelligence - Analytics Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Building Reports
8.5
113
|
Verified
Not enough data
8.2
105
|
Verified
Not enough data
8.0
84
|
Verified
Not enough data
8.0
85
|
Verified
Not enough data
Reports
8.3
192
|
Verified
Not enough data
7.9
184
|
Verified
Not enough data
8.8
209
|
Verified
Not enough data
8.1
170
|
Verified
Not enough data
8.7
199
|
Verified
Not enough data
Self Service
8.5
198
|
Verified
Not enough data
8.6
204
|
Verified
Not enough data
8.3
186
|
Verified
Not enough data
7.8
179
|
Verified
Not enough data
7.8
168
|
Verified
Not enough data
7.4
140
|
Verified
Not enough data
Building Reports
8.5
113
|
Verified
Not enough data
8.2
105
|
Verified
Not enough data
8.0
84
|
Verified
Not enough data
8.0
85
|
Verified
Not enough data
Administration
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Federation
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Transformation
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Administration
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Capabilities
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Methodology
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
Data Science and Machine Learning PlatformsHide 25 FeaturesShow 25 Features
Not enough data
Not enough data
System
Not enough data
Not enough data
Model Development
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Feature Not Available
Not enough data
Model Development
Not enough data
Not enough data
Machine/Deep Learning Services
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Machine/Deep Learning Services
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
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 - 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
Agentic AI - AWS Marketplace
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Statistical Tool
6.9
6
Not enough data
8.6
7
Not enough data
Not enough data
Not enough data
Data Analysis
8.9
9
Not enough data
8.9
9
Not enough data
Decision Making
8.3
8
Not enough data
9.0
8
Not enough data
9.5
10
Not enough data
7.9
8
Not enough data
Generative AI
Not enough data
Not enough data
Not enough data
Not enough data
Categories
Categories
Shared Categories
Spotfire Analytics and scikit-learn are categorized as Machine Learning
Unique Categories
Spotfire Analytics is categorized as Stream Analytics, Data Science and Machine Learning Platforms, Embedded Business Intelligence, Analytics Platforms, Predictive Analytics, Data Visualization, Data Virtualization, Statistical Analysis, and AWS Marketplace
scikit-learn has no unique categories
Reviews
Reviewers' Company Size
Spotfire Analytics
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
Oil & Energy
21.3%
Information Technology and Services
10.1%
Pharmaceuticals
5.2%
Education Management
4.6%
Financial Services
4.3%
Other
54.6%
Computer Software
35.0%
Information Technology and Services
16.7%
Higher Education
11.7%
Computer & Network Security
6.7%
Hospital & Health Care
5.0%
Other
25.0%
Discussions
Is Tibco Spotfire free?
2 Comments
JB
NoRead more
What is most like Tibco Spotfire?
1 Comment
SA
TIBCO Spotfire provides excellent visualization and reporting capability as a BI tool. It enables connections to various data sources and advanced...Read more
What's New In Tibco Spotfire?
1 Comment
Official Response from Spotfire Analytics
If you want to see the latest in Spotfire, you can check out our "What's New" page on the Spotfire community:...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
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