Article 2

Spidal Dev analytics software article

Best Predictive Analytics Software

Companies of all sizes are adopting predictive analytics to solve complicated business tasks and strive for new opportunities. To display the actual value of predictive analytics, our experts created the most common use cases across industries:
  • 01 Improve customer experience.
  • 02 Optimise marketing strategies.
  • 03 Identify potential customers and predict sales.
  • 04 Improve HR management.
  • 05 Increase productivity of production processes.
  • 06 Balance supply and demand.

So, what software is considered the best on the market?

Tool

Best for

Deployment

Pricing

Alteryx Analytic Process Automation Platform

Self-service Predictive analytics across all departments.

Alteryx cloud and On-premises.

Per user, per year.

Azure Machine Learning

Automating ML workflows for data scientists, ML engineers, and application developers with cost control and visibility.

Cloud, on-premises, hybrid, multi-cloud.

Tied to resource usage. Free tier available.

TIBCO Data Science

Production and execution of ML on edge devices for an asset-centric organisation.

Cloud and on-premises.

On request.

Alteryx Analytic Process Automation Platform

Automating the entire analytics lifecycle at enterprise-grade, accelerated ML model operationalisation.

Public cloud, private cloud, on-premises.

On request.

RapidMiner Data Science Platform

End-to-end augmented data science lifecycle management.

Cloud and on premises.

Pricing for the commercial version on request. Free version available.

IBM SPSS

Automating ML workflows for individual users or groups of users with different levels of expertise across the enterprise.

Cloud, on premises, hybrid.

Per user, per month.

H2O Driverless Al

Automating various ML workflows for data scientists, ML engineers, and business analysts with rich explainability functionality.

Cloud and on premises.

Pricing for the enterprise version on request. Free version available.

AWS SageMaker

Running ML workflows for developers and data scientists in the AWS cloud within a managed infrastructure.

AWS cloud.

Tied to resource usage. Free tier available.

Tool
Alteryx Analytic Process Automation Platform

Best for

Self-service Predictive analytics across all departments.

Deployment

Alteryx cloud and On-premises.

Pricing

Per user, per year.

Tool
Azure Machine Learning

Best for

Automating ML workflows for data scientists, ML engineers, and application developers with cost control and visibility.

Deployment

Cloud, on-premises, hybrid, multi-cloud.

Pricing

Tied to resource usage.
Free tier available.

Tool
TIBCO Data Science

Best for

Production and execution of ML on edge devices for an asset-centric organisation.

Deployment

Cloud and on-premises.

Pricing

On request.

Tool
Alteryx Analytic Process Automation Platform

Best for

Automating the entire analytics lifecycle at enterprise-grade, accelerated ML model operationalisation.

Deployment

Public cloud, private cloud, on-premises.

Pricing

On request.

Tool
RapidMiner Data Science Platform

Best for

End-to-end augmented data science lifecycle management.

Deployment

Cloud and on premises.

Pricing

Pricing for the commercial version on request.
Free version available.

Tool
IBM SPSS

Best for

Automating ML workflows for individual users or groups of users with different levels of expertise across the enterprise.

Deployment

Cloud, on premises, hybrid.

Pricing

Per user, per month.

Tool
H2O Driverless Al

Best for

Automating various ML workflows for data scientists, ML engineers, and business analysts with rich explainability functionality.

Deployment

Cloud and on premises.

Pricing

Pricing for the enterprise version on request.
Free version available.

Tool
AWS SageMaker

Best for

Running ML workflows for developers and data scientists in the AWS cloud within a managed infrastructure.

Deployment

AWS cloud.

Pricing

Tied to resource usage.
Free tier available.

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