Best Predictive Analytics Tools and Software - Page 3

MM
Researched and written by Matthew Miller

Predictive analytics software mines and analyzes historical data patterns to predict future outcomes by extracting information from data sets to determine patterns and trends. Using a range of statistical analysis and algorithms, analysts use predictive analytics tools to build decision models, which business managers can use to plan for the best possible outcome. Analysts, business users, data scientists, and developers all use predictive analytics solutions to better understand customers, products, and partners and to identify potential risks and opportunities for a company.

Predictive analytics platforms enable organizations to use big data (both stored and real-time) to move from a historical view to a forward-looking perspective of the customer. These tools and techniques can be deployed both on premise (usually for enterprise users) and in the cloud. While the majority of predictive analytics software is proprietary, versions that are based on open-source technology do exist. Recent trends in software for predictive analytics show its integration with business intelligence platforms, ERP systems, or other digital analytics software.

To qualify for inclusion in the Predictive Analytics category, a product must:

Mine and analyze structured and/or unstructured data
Create datasets and/or data visualizations from compiled data
Create predictive models to forecast future probabilities
Adapt to change and revisions
Allow import and export from office suites or other data-collecting channels

Best Predictive Analytics Software At A Glance

Highest Performer:
Best Contender:
Most Niche:
Most Trending:
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Best Contender:
Most Niche:
Most Trending:

G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.

No filters applied
243 Listings in Predictive Analytics Available
(20)4.3 out of 5
View top Consulting Services for Crystal Ball
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Oracle Crystal Ball is the leading spreadsheet-based application for predictive modeling, forecasting, simulation, and optimization.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 40% Enterprise
    • 40% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Crystal Ball features and usability ratings that predict user satisfaction
    8.8
    Has the product been a good partner in doing business?
    Average: 9.0
    0.0
    No information available
    8.5
    Algorithms
    Average: 8.4
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Oracle
    Year Founded
    1977
    HQ Location
    Austin, TX
    Twitter
    @Oracle
    823,886 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    199,405 employees on LinkedIn®
    Ownership
    NYSE:ORCL
Product Description
How are these determined?Information
This description is provided by the seller.

Oracle Crystal Ball is the leading spreadsheet-based application for predictive modeling, forecasting, simulation, and optimization.

Users
No information available
Industries
No information available
Market Segment
  • 40% Enterprise
  • 40% Mid-Market
Crystal Ball features and usability ratings that predict user satisfaction
8.8
Has the product been a good partner in doing business?
Average: 9.0
0.0
No information available
8.5
Algorithms
Average: 8.4
0.0
No information available
Seller Details
Seller
Oracle
Year Founded
1977
HQ Location
Austin, TX
Twitter
@Oracle
823,886 Twitter followers
LinkedIn® Page
www.linkedin.com
199,405 employees on LinkedIn®
Ownership
NYSE:ORCL
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Analytica® is ideal for decision-makers who need the power of statistical tools combined with digital whiteboards. This way, everyone can visualize and understand how all of the factors, decisions,

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 65% Small-Business
    • 18% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Analytica Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    22
    Features
    17
    Analysis
    12
    Data Visualization
    11
    Functionality
    11
    Cons
    Poor Interface
    5
    Outdated Interface
    4
    Slow Processing
    4
    Connectivity Issues
    3
    Slow Performance
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Analytica features and usability ratings that predict user satisfaction
    8.7
    Has the product been a good partner in doing business?
    Average: 9.0
    0.0
    No information available
    9.8
    Algorithms
    Average: 8.4
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    1991
    HQ Location
    Campbell, CA
    Twitter
    @LuminaAnalytica
    526 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    14 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Analytica® is ideal for decision-makers who need the power of statistical tools combined with digital whiteboards. This way, everyone can visualize and understand how all of the factors, decisions,

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 65% Small-Business
  • 18% Enterprise
Analytica Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
22
Features
17
Analysis
12
Data Visualization
11
Functionality
11
Cons
Poor Interface
5
Outdated Interface
4
Slow Processing
4
Connectivity Issues
3
Slow Performance
3
Analytica features and usability ratings that predict user satisfaction
8.7
Has the product been a good partner in doing business?
Average: 9.0
0.0
No information available
9.8
Algorithms
Average: 8.4
0.0
No information available
Seller Details
Year Founded
1991
HQ Location
Campbell, CA
Twitter
@LuminaAnalytica
526 Twitter followers
LinkedIn® Page
www.linkedin.com
14 employees on LinkedIn®

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(90)4.3 out of 5
View top Consulting Services for IBM Cloud Pak for Data
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    IBM Cloud Pak® for Data is a fully integrated data and AI platform that modernizes how businesses collect, organize and analyze data, forming the foundation to infuse AI across their organization. Run

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 50% Enterprise
    • 28% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • IBM Cloud Pak for Data Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Features
    10
    Ease of Use
    8
    Insights
    8
    Analytics
    6
    Data Management
    6
    Cons
    Complexity
    6
    Learning Curve
    6
    Poor User Interface
    5
    Complexity Issues
    4
    Expensive
    4
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • IBM Cloud Pak for Data features and usability ratings that predict user satisfaction
    8.1
    Has the product been a good partner in doing business?
    Average: 9.0
    8.3
    AI Text Summarization
    Average: 8.3
    8.6
    Algorithms
    Average: 8.4
    8.9
    AI Text Generation
    Average: 8.2
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    IBM
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    709,653 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    317,108 employees on LinkedIn®
    Ownership
    SWX:IBM
Product Description
How are these determined?Information
This description is provided by the seller.

IBM Cloud Pak® for Data is a fully integrated data and AI platform that modernizes how businesses collect, organize and analyze data, forming the foundation to infuse AI across their organization. Run

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 50% Enterprise
  • 28% Small-Business
IBM Cloud Pak for Data Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Features
10
Ease of Use
8
Insights
8
Analytics
6
Data Management
6
Cons
Complexity
6
Learning Curve
6
Poor User Interface
5
Complexity Issues
4
Expensive
4
IBM Cloud Pak for Data features and usability ratings that predict user satisfaction
8.1
Has the product been a good partner in doing business?
Average: 9.0
8.3
AI Text Summarization
Average: 8.3
8.6
Algorithms
Average: 8.4
8.9
AI Text Generation
Average: 8.2
Seller Details
Seller
IBM
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
709,653 Twitter followers
LinkedIn® Page
www.linkedin.com
317,108 employees on LinkedIn®
Ownership
SWX:IBM
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Black Crow AI is a Shopify app that predicts shopping behavior patterns to efficiently acquire and reach more customers across digital marketing channels. We empower e-commerce brand growth by unlocki

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 58% Small-Business
    • 33% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Black Crow AI Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Analytics
    3
    Customer Insights
    3
    Customer Support
    3
    Helpful
    3
    Business Growth
    2
    Cons
    Data Management
    1
    Feature Limitations
    1
    Integration Difficulties
    1
    Integration Issues
    1
    Learning Curve
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Black Crow AI features and usability ratings that predict user satisfaction
    10.0
    Has the product been a good partner in doing business?
    Average: 9.0
    0.0
    No information available
    9.6
    Algorithms
    Average: 8.4
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    HQ Location
    New York, NY
    Twitter
    @BlackCrowAI
    296 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    69 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Black Crow AI is a Shopify app that predicts shopping behavior patterns to efficiently acquire and reach more customers across digital marketing channels. We empower e-commerce brand growth by unlocki

Users
No information available
Industries
No information available
Market Segment
  • 58% Small-Business
  • 33% Mid-Market
Black Crow AI Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Analytics
3
Customer Insights
3
Customer Support
3
Helpful
3
Business Growth
2
Cons
Data Management
1
Feature Limitations
1
Integration Difficulties
1
Integration Issues
1
Learning Curve
1
Black Crow AI features and usability ratings that predict user satisfaction
10.0
Has the product been a good partner in doing business?
Average: 9.0
0.0
No information available
9.6
Algorithms
Average: 8.4
0.0
No information available
Seller Details
HQ Location
New York, NY
Twitter
@BlackCrowAI
296 Twitter followers
LinkedIn® Page
www.linkedin.com
69 employees on LinkedIn®
(253)4.2 out of 5
Optimized for quick response
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Entry Level Price:Starting at $100.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Epsilon3 empowers innovative teams to streamline complex workflows—from engineering and manufacturing to testing, certification, and live operations—within high-stakes and highly regulated industries.

    Users
    • Customer Service Representative
    Industries
    • Aviation & Aerospace
    • Financial Services
    Market Segment
    • 44% Mid-Market
    • 41% Enterprise
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Epsilon3 is a tool for creating, managing, and executing operational procedures, with features such as real-time updates, part history tracking, and the ability to store and edit articles.
    • Reviewers frequently mention the user-friendly functionality, the ability to monitor maintenance and flight history usage, and the exceptional customer support that assists with integration and implementation.
    • Users mentioned that some new features are still under development and lack capability, the interface can sometimes be unclear and hard to use, and the search function may not always yield the desired results.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Epsilon3 Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    132
    Procedure Management
    57
    Features
    50
    Efficiency
    45
    Intuitive
    39
    Cons
    Learning Curve
    52
    Complexity
    47
    Confusing Procedures
    41
    Complex Procedures
    37
    Learning Difficulty
    37
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Epsilon3 features and usability ratings that predict user satisfaction
    9.2
    Has the product been a good partner in doing business?
    Average: 9.0
    8.3
    AI Text Summarization
    Average: 8.3
    8.3
    Algorithms
    Average: 8.4
    8.3
    AI Text Generation
    Average: 8.2
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Epsilon3
    Company Website
    Year Founded
    2021
    HQ Location
    Los Angeles, California
    Twitter
    @Epsilon3Inc
    912 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    22 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Epsilon3 empowers innovative teams to streamline complex workflows—from engineering and manufacturing to testing, certification, and live operations—within high-stakes and highly regulated industries.

Users
  • Customer Service Representative
Industries
  • Aviation & Aerospace
  • Financial Services
Market Segment
  • 44% Mid-Market
  • 41% Enterprise
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Epsilon3 is a tool for creating, managing, and executing operational procedures, with features such as real-time updates, part history tracking, and the ability to store and edit articles.
  • Reviewers frequently mention the user-friendly functionality, the ability to monitor maintenance and flight history usage, and the exceptional customer support that assists with integration and implementation.
  • Users mentioned that some new features are still under development and lack capability, the interface can sometimes be unclear and hard to use, and the search function may not always yield the desired results.
Epsilon3 Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
132
Procedure Management
57
Features
50
Efficiency
45
Intuitive
39
Cons
Learning Curve
52
Complexity
47
Confusing Procedures
41
Complex Procedures
37
Learning Difficulty
37
Epsilon3 features and usability ratings that predict user satisfaction
9.2
Has the product been a good partner in doing business?
Average: 9.0
8.3
AI Text Summarization
Average: 8.3
8.3
Algorithms
Average: 8.4
8.3
AI Text Generation
Average: 8.2
Seller Details
Seller
Epsilon3
Company Website
Year Founded
2021
HQ Location
Los Angeles, California
Twitter
@Epsilon3Inc
912 Twitter followers
LinkedIn® Page
www.linkedin.com
22 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Hyllo is predictive analytics software that allows organizations to better understand how their online efforts translate into real-world transactions.

    Users
    No information available
    Industries
    • Information Technology and Services
    Market Segment
    • 58% Small-Business
    • 35% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Hyllo Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    8
    Analytics
    6
    Intuitive
    3
    Features
    2
    User Interface
    2
    Cons
    Poor Support Services
    2
    Complexity
    1
    Error Management
    1
    Lack of Guidance
    1
    Missing Features
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Hyllo features and usability ratings that predict user satisfaction
    9.0
    Has the product been a good partner in doing business?
    Average: 9.0
    8.5
    AI Text Summarization
    Average: 8.3
    8.8
    Algorithms
    Average: 8.4
    8.4
    AI Text Generation
    Average: 8.2
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2015
    HQ Location
    Oakville, Ontario
    Twitter
    @Hyllo_io
    150 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    3 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Hyllo is predictive analytics software that allows organizations to better understand how their online efforts translate into real-world transactions.

Users
No information available
Industries
  • Information Technology and Services
Market Segment
  • 58% Small-Business
  • 35% Mid-Market
Hyllo Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
8
Analytics
6
Intuitive
3
Features
2
User Interface
2
Cons
Poor Support Services
2
Complexity
1
Error Management
1
Lack of Guidance
1
Missing Features
1
Hyllo features and usability ratings that predict user satisfaction
9.0
Has the product been a good partner in doing business?
Average: 9.0
8.5
AI Text Summarization
Average: 8.3
8.8
Algorithms
Average: 8.4
8.4
AI Text Generation
Average: 8.2
Seller Details
Year Founded
2015
HQ Location
Oakville, Ontario
Twitter
@Hyllo_io
150 Twitter followers
LinkedIn® Page
www.linkedin.com
3 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Prophet is a world-class predictive intelligence platform that utilises advanced mathematics, machine-learning and human intervention to ensure organisations can make better decisions, daily.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Small-Business
    • 33% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Prophet Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    5
    Customization
    4
    Flexibility
    3
    Analysis Capabilities
    2
    Customer Support
    2
    Cons
    Difficult Customization
    2
    Learning Curve
    2
    Learning Difficulty
    2
    Storage Limitations
    2
    Beginner Difficulty
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Prophet features and usability ratings that predict user satisfaction
    9.2
    Has the product been a good partner in doing business?
    Average: 9.0
    0.0
    No information available
    8.2
    Algorithms
    Average: 8.4
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Prophet
    HQ Location
    San Francisco, CA
    Twitter
    @prophetstrategy
    8,826 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    737 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Prophet is a world-class predictive intelligence platform that utilises advanced mathematics, machine-learning and human intervention to ensure organisations can make better decisions, daily.

Users
No information available
Industries
No information available
Market Segment
  • 50% Small-Business
  • 33% Enterprise
Prophet Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
5
Customization
4
Flexibility
3
Analysis Capabilities
2
Customer Support
2
Cons
Difficult Customization
2
Learning Curve
2
Learning Difficulty
2
Storage Limitations
2
Beginner Difficulty
1
Prophet features and usability ratings that predict user satisfaction
9.2
Has the product been a good partner in doing business?
Average: 9.0
0.0
No information available
8.2
Algorithms
Average: 8.4
0.0
No information available
Seller Details
Seller
Prophet
HQ Location
San Francisco, CA
Twitter
@prophetstrategy
8,826 Twitter followers
LinkedIn® Page
www.linkedin.com
737 employees on LinkedIn®
Entry Level Price:$49.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Akkio is the only AI data platform specifically built for agencies to improve performance across the entire client engagement lifecycle — from pitch to campaign optimization to reporting. Book a mee

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 64% Small-Business
    • 14% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Akkio Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    5
    Insights
    3
    Machine Learning
    3
    AI Capabilities
    2
    AI Integration
    2
    Cons
    Insufficient Learning Resources
    1
    Lacking Features
    1
    Lack of Guidance
    1
    Lagging Performance
    1
    Limited Features
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Akkio features and usability ratings that predict user satisfaction
    10.0
    Has the product been a good partner in doing business?
    Average: 9.0
    7.8
    AI Text Summarization
    Average: 8.3
    9.4
    Algorithms
    Average: 8.4
    7.8
    AI Text Generation
    Average: 8.2
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2019
    HQ Location
    Cambridge, US
    Twitter
    @AkkioHQ
    5,549 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    43 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Akkio is the only AI data platform specifically built for agencies to improve performance across the entire client engagement lifecycle — from pitch to campaign optimization to reporting. Book a mee

Users
No information available
Industries
No information available
Market Segment
  • 64% Small-Business
  • 14% Enterprise
Akkio Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
5
Insights
3
Machine Learning
3
AI Capabilities
2
AI Integration
2
Cons
Insufficient Learning Resources
1
Lacking Features
1
Lack of Guidance
1
Lagging Performance
1
Limited Features
1
Akkio features and usability ratings that predict user satisfaction
10.0
Has the product been a good partner in doing business?
Average: 9.0
7.8
AI Text Summarization
Average: 8.3
9.4
Algorithms
Average: 8.4
7.8
AI Text Generation
Average: 8.2
Seller Details
Year Founded
2019
HQ Location
Cambridge, US
Twitter
@AkkioHQ
5,549 Twitter followers
LinkedIn® Page
www.linkedin.com
43 employees on LinkedIn®
(308)4.4 out of 5
Optimized for quick response
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Board is the Enterprise Planning Platform. The Board Enterprise Planning Platform powers financial and operational planning for more than 2,000 organizations worldwide. Industry leaders trust Board

    Users
    • Software Engineer
    • Software Developer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 58% Mid-Market
    • 38% Enterprise
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Board is a versatile platform designed for data management, reporting, analytics, and planning, which can be integrated with multiple data sources and adapted to various business functions.
    • Users like the tool's flexibility, ease of use, and customization options, as well as its ability to retrieve data from multiple sources, manage large organizations quickly, and handle multiple users simultaneously.
    • Users mentioned issues with the initial setup complexity, learning curve for advanced features, system slowdown with larger datasets, manual integration with other systems, and high costs associated with new licensing policies.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Board Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    30
    Flexibility
    17
    Implementation Ease
    17
    Efficiency
    16
    Easy Integrations
    15
    Cons
    Missing Features
    8
    Learning Curve
    7
    Expensive
    6
    Learning Difficulty
    6
    Licensing Issues
    6
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Board features and usability ratings that predict user satisfaction
    8.7
    Has the product been a good partner in doing business?
    Average: 9.0
    8.3
    AI Text Summarization
    Average: 8.3
    8.6
    Algorithms
    Average: 8.4
    8.3
    AI Text Generation
    Average: 8.2
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    1994
    HQ Location
    Chiasso, Ticino
    Twitter
    @BoardSoftware
    27,703 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    871 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Board is the Enterprise Planning Platform. The Board Enterprise Planning Platform powers financial and operational planning for more than 2,000 organizations worldwide. Industry leaders trust Board

Users
  • Software Engineer
  • Software Developer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 58% Mid-Market
  • 38% Enterprise
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Board is a versatile platform designed for data management, reporting, analytics, and planning, which can be integrated with multiple data sources and adapted to various business functions.
  • Users like the tool's flexibility, ease of use, and customization options, as well as its ability to retrieve data from multiple sources, manage large organizations quickly, and handle multiple users simultaneously.
  • Users mentioned issues with the initial setup complexity, learning curve for advanced features, system slowdown with larger datasets, manual integration with other systems, and high costs associated with new licensing policies.
Board Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
30
Flexibility
17
Implementation Ease
17
Efficiency
16
Easy Integrations
15
Cons
Missing Features
8
Learning Curve
7
Expensive
6
Learning Difficulty
6
Licensing Issues
6
Board features and usability ratings that predict user satisfaction
8.7
Has the product been a good partner in doing business?
Average: 9.0
8.3
AI Text Summarization
Average: 8.3
8.6
Algorithms
Average: 8.4
8.3
AI Text Generation
Average: 8.2
Seller Details
Company Website
Year Founded
1994
HQ Location
Chiasso, Ticino
Twitter
@BoardSoftware
27,703 Twitter followers
LinkedIn® Page
www.linkedin.com
871 employees on LinkedIn®
(26)4.4 out of 5
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    DataRobot’s enterprise AI platform democratizes data science with end-to-end automation for building, deploying, and managing machine learning models. This platform maximizes business value by deliver

    Users
    No information available
    Industries
    • Computer Software
    Market Segment
    • 58% Small-Business
    • 31% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • DataRobot Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Automation
    1
    Data Cleaning
    1
    Ease of Use
    1
    Efficiency
    1
    Machine Learning
    1
    Cons
    Expensive
    1
    Limited Customization
    1
    Limited Features
    1
    Limited Model Options
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • DataRobot features and usability ratings that predict user satisfaction
    8.3
    Has the product been a good partner in doing business?
    Average: 9.0
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    DataRobot
    Year Founded
    2012
    HQ Location
    Boston, Massachusetts
    Twitter
    @DataRobot
    19,509 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    956 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

DataRobot’s enterprise AI platform democratizes data science with end-to-end automation for building, deploying, and managing machine learning models. This platform maximizes business value by deliver

Users
No information available
Industries
  • Computer Software
Market Segment
  • 58% Small-Business
  • 31% Enterprise
DataRobot Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Automation
1
Data Cleaning
1
Ease of Use
1
Efficiency
1
Machine Learning
1
Cons
Expensive
1
Limited Customization
1
Limited Features
1
Limited Model Options
1
DataRobot features and usability ratings that predict user satisfaction
8.3
Has the product been a good partner in doing business?
Average: 9.0
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Seller
DataRobot
Year Founded
2012
HQ Location
Boston, Massachusetts
Twitter
@DataRobot
19,509 Twitter followers
LinkedIn® Page
www.linkedin.com
956 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Explorium offers a first-of-its-kind data science platform powered by automatic data discovery and feature engineering. By automatically connecting to thousands of external data sources (premium, part

    Users
    No information available
    Industries
    • Financial Services
    Market Segment
    • 69% Mid-Market
    • 23% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Explorium features and usability ratings that predict user satisfaction
    10.0
    Has the product been a good partner in doing business?
    Average: 9.0
    0.0
    No information available
    9.2
    Algorithms
    Average: 8.4
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Explorium
    HQ Location
    San Mateo, California
    Twitter
    @Explorium_ai
    1,387 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    82 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Explorium offers a first-of-its-kind data science platform powered by automatic data discovery and feature engineering. By automatically connecting to thousands of external data sources (premium, part

Users
No information available
Industries
  • Financial Services
Market Segment
  • 69% Mid-Market
  • 23% Small-Business
Explorium features and usability ratings that predict user satisfaction
10.0
Has the product been a good partner in doing business?
Average: 9.0
0.0
No information available
9.2
Algorithms
Average: 8.4
0.0
No information available
Seller Details
Seller
Explorium
HQ Location
San Mateo, California
Twitter
@Explorium_ai
1,387 Twitter followers
LinkedIn® Page
www.linkedin.com
82 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Spotfire is the visual data science platform designed to help users analyze and interpret complex data through interactive visualizations and advanced analytics. This solution caters to professionals

    Users
    • Student
    • Manager
    Industries
    • Oil & Energy
    • Information Technology and Services
    Market Segment
    • 53% Enterprise
    • 25% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Spotfire Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    41
    Data Visualization
    35
    Insights
    23
    Visualization
    23
    Features
    19
    Cons
    Learning Curve
    26
    Expensive
    19
    Learning Difficulty
    17
    Complexity
    13
    Limitations
    12
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Spotfire features and usability ratings that predict user satisfaction
    8.4
    Has the product been a good partner in doing business?
    Average: 9.0
    10.0
    AI Text Summarization
    Average: 8.3
    6.7
    Algorithms
    Average: 8.4
    10.0
    AI Text Generation
    Average: 8.2
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    HQ Location
    Fort Lauderdale, FL
    Twitter
    @cloudsoftware
    108 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    11,289 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Spotfire is the visual data science platform designed to help users analyze and interpret complex data through interactive visualizations and advanced analytics. This solution caters to professionals

Users
  • Student
  • Manager
Industries
  • Oil & Energy
  • Information Technology and Services
Market Segment
  • 53% Enterprise
  • 25% Mid-Market
Spotfire Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
41
Data Visualization
35
Insights
23
Visualization
23
Features
19
Cons
Learning Curve
26
Expensive
19
Learning Difficulty
17
Complexity
13
Limitations
12
Spotfire features and usability ratings that predict user satisfaction
8.4
Has the product been a good partner in doing business?
Average: 9.0
10.0
AI Text Summarization
Average: 8.3
6.7
Algorithms
Average: 8.4
10.0
AI Text Generation
Average: 8.2
Seller Details
Company Website
HQ Location
Fort Lauderdale, FL
Twitter
@cloudsoftware
108 Twitter followers
LinkedIn® Page
www.linkedin.com
11,289 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Wand platform, enables business users and data analysts to solve real-world business problems easily and quickly – Collaborative, measurable and scalable.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 64% Small-Business
    • 36% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Wand.ai Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    9
    Data Analysis
    6
    Machine Learning
    5
    Automation
    4
    Analytics
    3
    Cons
    Missing Features
    3
    Complexity
    2
    Learning Curve
    2
    Access Control
    1
    Cost Issues
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Wand.ai features and usability ratings that predict user satisfaction
    0.0
    No information available
    8.7
    AI Text Summarization
    Average: 8.3
    7.5
    Algorithms
    Average: 8.4
    8.2
    AI Text Generation
    Average: 8.2
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Wand.ai
    Year Founded
    2022
    HQ Location
    San Francisco, Bay Area, US
    LinkedIn® Page
    www.linkedin.com
    158 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Wand platform, enables business users and data analysts to solve real-world business problems easily and quickly – Collaborative, measurable and scalable.

Users
No information available
Industries
No information available
Market Segment
  • 64% Small-Business
  • 36% Mid-Market
Wand.ai Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
9
Data Analysis
6
Machine Learning
5
Automation
4
Analytics
3
Cons
Missing Features
3
Complexity
2
Learning Curve
2
Access Control
1
Cost Issues
1
Wand.ai features and usability ratings that predict user satisfaction
0.0
No information available
8.7
AI Text Summarization
Average: 8.3
7.5
Algorithms
Average: 8.4
8.2
AI Text Generation
Average: 8.2
Seller Details
Seller
Wand.ai
Year Founded
2022
HQ Location
San Francisco, Bay Area, US
LinkedIn® Page
www.linkedin.com
158 employees on LinkedIn®
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    TIMi is the most efficient Data Science and Data Processing Platform. Since 2007, we have been creating and improving the most powerful framework to push the barriers of analytics, predictive analyt

    Users
    No information available
    Industries
    • Information Technology and Services
    • Banking
    Market Segment
    • 39% Small-Business
    • 33% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • TIMi Suite Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    4
    Customer Support
    3
    Features
    3
    Performance Efficiency
    3
    Speed
    3
    Cons
    Coding Difficulty
    1
    Complexity
    1
    Complex Syntax
    1
    Confusing Syntax
    1
    Difficulty
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • TIMi Suite features and usability ratings that predict user satisfaction
    9.4
    Has the product been a good partner in doing business?
    Average: 9.0
    8.3
    AI Text Summarization
    Average: 8.3
    9.3
    Algorithms
    Average: 8.4
    9.2
    AI Text Generation
    Average: 8.2
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    TIMi SPRL
    Company Website
    Year Founded
    2007
    HQ Location
    Brussels
    Twitter
    @TIMiSuite
    3,671 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    71 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

TIMi is the most efficient Data Science and Data Processing Platform. Since 2007, we have been creating and improving the most powerful framework to push the barriers of analytics, predictive analyt

Users
No information available
Industries
  • Information Technology and Services
  • Banking
Market Segment
  • 39% Small-Business
  • 33% Enterprise
TIMi Suite Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
4
Customer Support
3
Features
3
Performance Efficiency
3
Speed
3
Cons
Coding Difficulty
1
Complexity
1
Complex Syntax
1
Confusing Syntax
1
Difficulty
1
TIMi Suite features and usability ratings that predict user satisfaction
9.4
Has the product been a good partner in doing business?
Average: 9.0
8.3
AI Text Summarization
Average: 8.3
9.3
Algorithms
Average: 8.4
9.2
AI Text Generation
Average: 8.2
Seller Details
Seller
TIMi SPRL
Company Website
Year Founded
2007
HQ Location
Brussels
Twitter
@TIMiSuite
3,671 Twitter followers
LinkedIn® Page
www.linkedin.com
71 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    FICO has developed new techniques and applied them to a wide range of business problems. Whether you are a business manager or an analytic scientist, this section will help you advance your knowledge

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 40% Enterprise
    • 32% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • FICO Predictive Analytics features and usability ratings that predict user satisfaction
    8.3
    Has the product been a good partner in doing business?
    Average: 9.0
    0.0
    No information available
    10.0
    Algorithms
    Average: 8.4
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    FICO
    Year Founded
    1956
    HQ Location
    San Jose, California
    LinkedIn® Page
    www.linkedin.com
    3,729 employees on LinkedIn®
    Ownership
    NYSE:FICO
    Total Revenue (USD mm)
    $1,294
Product Description
How are these determined?Information
This description is provided by the seller.

FICO has developed new techniques and applied them to a wide range of business problems. Whether you are a business manager or an analytic scientist, this section will help you advance your knowledge

Users
No information available
Industries
No information available
Market Segment
  • 40% Enterprise
  • 32% Mid-Market
FICO Predictive Analytics features and usability ratings that predict user satisfaction
8.3
Has the product been a good partner in doing business?
Average: 9.0
0.0
No information available
10.0
Algorithms
Average: 8.4
0.0
No information available
Seller Details
Seller
FICO
Year Founded
1956
HQ Location
San Jose, California
LinkedIn® Page
www.linkedin.com
3,729 employees on LinkedIn®
Ownership
NYSE:FICO
Total Revenue (USD mm)
$1,294