Best Predictive Analytics Software for 2026 - Krowdbase

Best Predictive Analytics Software for 2026 - Krowdbase

Predictive Analytics helps organizations capture cleaner data for timely, board-ready reporting while aligning stakeholders around clear responsibilities and outcomes. Instead of stitching together point tools, a dedicated predictive analytics platform centralizes workflows, data, and communication so decisions move faster and errors drop. Teams across product and engineering organizations running at speed see immediate gains from consistent processes, governed access, and reliable records of who did what and when. Krowdbase lists the best Predictive Analytics Software with pricing, features, screenshots, and demos. Compare vendors easily to find the right fit for your team size, industry, and budget. 

During evaluation, focus on configurability, admin effort, reporting depth, and how well it integrates with CRM, ERP, HRIS, and collaboration suites. Selecting the right predictive analytics solution today sets a durable foundation for scale, resilience, and measurable ROI over time. Clear pricing and transparent roadmaps help teams adopt confidently.

264 Softwares | Rankings updated: Jul 17, 2026

Krowdbase software rankings are generated using our standardized evaluation methodology and category relevance. Sponsored visibility, where available, is clearly disclosed.

Explore top Predictive Analytics Softwares with features, pricing, screenshots, and videos

Features
Devices
Pricing
Free Trial
Strip Top Software
Apache Spark
Apache Spark logo

Apache Spark

Open-source unified analytics engine that helps businesses perform large-scale data processing.

Free Trial Not Available
The Jupyter Notebook
The Jupyter Notebook logo

The Jupyter Notebook

Krowdbase Shortlist

The Jupyter Notebook is an open-source web application that provides interactive computing environments across over 40 programming languages like Python, R, Julia, and Scala. Users can create and share documents that contain live code, equations,...load more

Free Trial Not Available
Tableau
Tableau logo

Tableau

Tableau helps people transform data into actionable insights that make an impact. Easily connect to data stored anywhere, in any format. Quickly perform ad hoc analyses that reveal hidden opportunities. Drag and drop to create interactive dashboards...load more

Free Trial Not AvailableStarting at: $15/per month
Microsoft Power BI
Microsoft Power BI logo

Microsoft Power BI

Power BI can help you connect your data into a single source of truth, uncover powerful insights from this data, and translate them into impact across your organization. Connect data across clouds, databases, and engines to OneLake to create a...load more

Free Trial Not Available
Snowflake
Snowflake logo

Snowflake

Snowflake empowers the Data Cloud, fostering global data connectivity and collaboration across diverse scales and types.

Free Trial AvailableStarting at: $23/per month
IBM SPSS Modeler
IBM SPSS Modeler logo

IBM SPSS Modeler

Data analysis solution designed to help businesses with machine learning model management, data preparation and discovery, and predictive analytics. Features of the platform include multiple data source support, data discovery, text analysis,...load more

Free Trial Not AvailableStarting at: $499
Databricks
Databricks logo

Databricks

Databricks is a data lakehouse architecture and artificial intelligence company. Databricks offers a unified platform for data analytics and AI with capabilities including data sharing, data governance, artificial intelligence, data management, data...load more

Free Trial AvailableStarting at: $99/per month
MATLAB
MATLAB logo

MATLAB

MATLAB is a programming and numeric computing platform software used by engineers and scientists for data analysis, algorithm development, modeling, and more. Developed by MathWorks, MATLAB features a desktop environment for iterative processes...load more

Free Trial Not AvailableStarting at: $203.63/per year
Oracle Analytics Cloud
Oracle Analytics Cloud logo

Oracle Analytics Cloud

The Oracle Analytics platform is a cloud native service that provides the capabilities that address the entire analytics process including data ingestion and modeling, data preparation and enrichment, and visualization, without compromising security...load more

Free Trial Not Available
Qlik Sense
Qlik Sense logo

Qlik Sense

Qlik Sense is a business intelligence (BI) and visual analytics platform that helps global enterprises move faster and work smarter.

Free Trial AvailableStarting at: $30/per month
DataRobot
DataRobot logo

DataRobot

DataRobot is the leading provider of automated machine learning. Organizations worldwide use DataRobot to empower the teams they already have in place to rapidly build and deploy machine learning models and create advanced AI applications. With a...load more

Free Trial Not Available
SAP Analytics Cloud
SAP Analytics Cloud logo

SAP Analytics Cloud

SAP Analytics Cloud is a powerful data visualization tool that helps businesses of all sizes do more with data. By transforming static spreadsheets into actionable insights, you can make better fact-based decisions, uncover hidden trends and improve...load more

Free Trial Not AvailableStarting at: $36/per month
Amazon Redshift
Amazon Redshift logo

Amazon Redshift

Amazon Redshift uses SQL to analyze structured and semi-structured data across data warehouses, operational databases, and data lakes, using AWS-designed hardware and machine learning to deliver the best price-performance at any scale.

Free Trial Not Available
IBM Watson Studio
IBM Watson Studio logo

IBM Watson Studio

Data management software designed for developers, data scientists, and analysts. It helps with managing, building, and running AI models. Features of the platform include AI lifecycle automation, decision optimization, visual model development,...load more

Free Trial Not Available
Fivetran
Fivetran logo

Fivetran

Shaped by the real-world needs of data analysts, Fivetran technology is the smartest, fastest way to replicate your applications, databases, events and files into a high-performance cloud warehouse. ... Read more

Free Trial AvailableStarting at: $1/per month
D&B Finance Analytics
D&B Finance Analytics logo

D&B Finance Analytics

Leverage D&Bs business credit reports and predictive analytics to manage your customers' trade credit risk and grow your business. Larger businesses: Blend your accounts receivable data with D&B data for detailed risk assessments with D&B Credit...load more

Free Trial Not AvailableStarting at: $1/per year
ERP Sankhya
ERP Sankhya logo

ERP Sankhya

ERP Sankhya: more efficiency, optimized processes, mobility and assertive management of your business.

Free Trial Not AvailableStarting at: $1/per month
flink
flink logo

flink

flink is the platform for modern financial corporate management. As a fully integrated, digital solution, flink increases performance, optimises corporate management processes, supports communication and at the same time has a self service analysis...load more

Free Trial Not Available
FactoryTalk View
FactoryTalk View logo

FactoryTalk View

FactoryTalk View is HMI software designed for real-time monitoring and control in industrial applications. It includes FactoryTalk View Site Edition (SE) for supervisory-level visualization across production lines and FactoryTalk View Machine...load more

Free Trial Not AvailableStarting at: $35/per year
Intangles
Intangles logo

Intangles

What is Intangles Intangles' proprietary software solution leverages the power of AI to optimize fleet performance and significantly reduce fleet operating costs. Intangles' AI-powered platform can identify operating issues days in advance of a...load more

Free Trial Not Available
Company Watch
Company Watch logo

Company Watch

Company Watch provides business financial risk management using our powerful H-score®, TextScore®, and Probability of Distress (PoD®), which conduct an in-depth financial health check of a company. Our enhanced due diligence tools offer...load more

Free Trial Not AvailableStarting at: £354/per month
Data Bunker
Data Bunker logo

Data Bunker

DB's Pricing Analytics Engine is a comprehensive automated solution that allows you to monitor at any time, understand and have a complete overview of competitors' market trends, as well as capturing immediate insights to execute the optimal pricing...load more

Free Trial Not AvailableStarting at: $24/usage based
Google Cloud
Google Cloud logo

Google Cloud

Google Cloud Platform is cloud-based suite of solutions that allows users to create anything from websites to complex applications for businesses of all sizes across a range of industries. Google Cloud Platform offers a scalable data warehouse...load more

Free Trial Not Available
Intellicus
Intellicus logo

Intellicus

Intellicus is one of the world's leading Business Intelligence and Analytics platform. Easy to use, secure, and scalable, Intellicus is a self-serve BI tool used by more than 60% of Fortune companies to build powerful reports and dashboards with...load more

Free Trial Not Available
Looker
Looker logo

Looker

Looker is a data analytics solution that's helping companies rethink business intelligence & data visualization. With Looker, teams can break down data silos by quickly and easily integrating data from across data sources into a single view....load more

Free Trial Not AvailableStarting at: $2000/per month
Strip Bottom Software
How Krowdbase Evaluates Software

Trusted comparisons. Better software decisions.

Krowdbase helps businesses discover, compare, and evaluate software through structured research and standardized comparison criteria. Our rankings are designed to simplify software selection and help users make confident decisions faster.

Structured Evaluation Framework

Every software is evaluated using a consistent framework that goes beyond feature lists and helps buyers understand overall business fit.

  • Product capabilities
  • Ease of adoption
  • Pricing and overall value
  • Integrations and compatibility
  • Customer experience indicators
  • Market relevance and maturity

Built for Better Decisions

Our comparison pages are designed to help users understand what matters before selecting software.

  • Where products differ
  • Which options fit different business needs
  • Key strengths and trade-offs
  • Long-term suitability and growth potential

Continuously Refined

Software markets evolve constantly. We regularly update rankings and recommendations to reflect.

  • Product improvements and new features
  • Pricing and plan changes
  • New category developments
  • Emerging software options

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