Best Predictive Analytics Tools and Software - Page 8

How Many Predictive Analytics Software Products Does G2 Track?

Total Products under this Category: 425

Category Stats (Oct 2026)

  • Average Rating: 4.44/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: IFS Copperleaf (+1.9%) - Among all products in this category, IFS Copperleaf recorded the largest rating increase compared to last month

Last updated: October 26, 2026

How Does G2 Rank Predictive Analytics Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 32,300+ Authentic Reviews
  • 425+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Predictive Analytics Software

G2 Grid® for Predictive Analytics Software plotting products by satisfaction and market presence

Highlighted products: Tableau, 6sense Revenue Marketing, Salesloft, SAS Viya, IBM Cognos Analytics, Adobe Analytics, Google Cloud BigQuery, and Pure1 AIOps.

Underlying data: [Grid® JSON](https://www.g2.com/categories/predictive-analytics/grids.json?focus%5B%5D=tableau&focus%5B%5D=6sense-revenue-marketing&focus%5B%5D=salesloft&focus%5B%5D=sas-sas-viya&focus%5B%5D=ibm-cognos-analytics&focus%5B%5D=adobe-analytics&focus%5B%5D=google-cloud-bigquery&focus%5B%5D=pure1-aiops)

Megaladata

The low code Megaladata platform empowers business users by making advanced analytics accessible. - Visual design of complex data analysis models with no involvement of the IT department and no need for programming. - Over 60 ready-to-use processing components. - Easy integration with various sources. - Fast processing of large datasets achieved through in-memory computing and parallelism. - Reusable components that facilitate accumulation of business expertise. - Advanced visualization — OLAP cubes, tables, charts, and other specialized tools. Megaladata minimizes the time between hypothesis testing and a fully functional business process.

Average Rating: 4.9/5.0

Total Reviews: 9

How Do G2 Users Rate Megaladata?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Megaladata?

  • Seller: Megaladata
  • HQ Location: Neu-Isenburg, DE
  • Twitter: @megaladata_com
    5 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 89% Small, 11% Medium

What Are Recent G2 Reviews of Megaladata?

Neural Designer

Neural Designer is a powerful software tool for developing and deploying machine learning models. It provides a user-friendly interface that allows users to build, train, and evaluate neural networks without requiring extensive programming knowledge. With a wide range of features and algorithms, Neural Designer simplifies the entire machine learning workflow, from data preprocessing to model optimization. In addition, it supports various data types, including numerical, categorical, and text, making it versatile for domains. Additionally, Neural Designer offers automatic model selection and hyperparameter optimization, enabling users to find the best model for their data with minimal effort. Finally, its intuitive visualizations and comprehensive reports facilitate interpreting and understanding the model's performance. Whether you are a beginner or an experienced data scientist, Neural Designer accelerates the development of accurate and efficient machine learning models.

Average Rating: 4.4/5.0

Total Reviews: 6

How Do G2 Users Rate Neural Designer?

  • AI Text Summarization: 8.3/10 (Category avg: 8.1/10)
  • Algorithms: 8.9/10 (Category avg: 8.6/10)
  • AI Text Generation: 8.3/10 (Category avg: 8.1/10)

Who Is the Company Behind Neural Designer?

  • Seller: Artelnics
  • Year Founded: 2014
  • HQ Location: Villamayor, ES
  • Twitter: @artelnics
    803 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Medium

What Are Recent G2 Reviews of Neural Designer?

What Are G2 Users Discussing About Neural Designer?

Obviously AI

Obviously AI is the fastest and easiest automated machine learning software that enables anyone to build predictive AI models in minutes, without writing code. All you do is connect your historical data, click a couple of buttons and your predictive AI models will be ready to use in just a matter of minutes. You can share these predictions with your team, simulate what-if scenarios and use our APIs to integrate with your everyday apps & services and automatically take action in real time.

Average Rating: 4.0/5.0

Total Reviews: 4

How Do G2 Users Rate Obviously AI?

  • Algorithms: 7.5/10 (Category avg: 8.6/10)

Who Is the Company Behind Obviously AI?

Who Uses This Product?

  • Company Size: 50% Small, 50% Medium

What Are Recent G2 Reviews of Obviously AI?

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Oracle Data Mining (ODM)

Scalable in-database predictive analytics

Average Rating: 4.0/5.0

Total Reviews: 3

How Do G2 Users Rate Oracle Data Mining (ODM)?

  • Has the product been a good partner in doing business?: 6.7/10 (Category avg: 8.9/10)
  • Algorithms: 7.2/10 (Category avg: 8.6/10)

Who Is the Company Behind Oracle Data Mining (ODM)?

  • Seller: Oracle
  • Year Founded: 1977
  • HQ Location: Austin, TX
  • Twitter: @Oracle
    827,997 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    207,576 employees on LinkedIn®
  • Ownership: NYSE:ORCL

Who Uses This Product?

  • Company Size: 50% Large, 25% Medium

What Are Recent G2 Reviews of Oracle Data Mining (ODM)?

pVelocity Analysis

Too often, information about Products, Customers, Assets, Materials, and Suppliers exists in disconnected silos across an organization, providing an incomplete, inaccurate picture. By using pVelocity to connect these critical dimensions, you can not only analyze why something happened in the past, but also quantify and predict what could happen in the future under different circumstances.

Average Rating: 3.7/5.0

Total Reviews: 3

How Do G2 Users Rate pVelocity Analysis?

  • AI Text Summarization: 7.5/10 (Category avg: 8.1/10)
  • Algorithms: 8.3/10 (Category avg: 8.6/10)
  • AI Text Generation: 8.3/10 (Category avg: 8.1/10)

Who Is the Company Behind pVelocity Analysis?

Who Uses This Product?

  • Company Size: 33% Large, 33% Medium

What Are Recent G2 Reviews of pVelocity Analysis?

Rapidminer SLC

Are SAS Language Programs Mission Critical for Your Business? Many organizations have developed SAS language programs over the years that are vital to their operations. IT and analytics managers are also under pressure to reduce costs and find alternatives for handling their SAS language requirements. Rapidminer SLC runs programs written with SAS language syntax without translation and without licensing other third-party products. Rapidminer SLC is built to handle high levels of throughput and reduces clients’ capital costs and operating expenses. Multi Language, Multi-Platform Solution Rapidminer SLC handles programs, workflows, and models that combine the SAS language and the SQL, Python, and R languages. Its built-in SAS language compiler runs SQL and SAS language code and utilizes Python and R compilers to run Python and R code and exchange Pandas and R data frames. Working on IBM mainframes and in the cloud, as well as on servers and workstations running a host of operating systems, Rapidminer SLC supports remote job submissions and can exchange data between mainframe, cloud, and on-premises installations. Feature-Rich SAS Language Support In addition, Rapidminer SLC doesn’t require any third-party middleware to process applications that contain the SAS language. Rapidminer SLC’s built-in SAS language compiler supports SAS language and macro syntax, and includes procedure support for statistics, time series analytics, operational research, machine learning, matrix manipulation, graphing, and output delivery. Additionally, users can use Rapidminer SLC in batch or standalone mode to execute programs and models or use it with Rapidminer Analytics Workbench, a GUI/IDE that provides both no-code (workflow) and code facilities to create, maintain, and execute programs and models and interactively explore their outputs.

Average Rating: 4.1/5.0

Total Reviews: 12

How Do G2 Users Rate Rapidminer SLC?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind Rapidminer SLC?

Who Uses This Product?

  • Company Size: 75% Small, 17% Medium

What Do G2 Reviewers Say About Rapidminer SLC?

AI-generated summary from verified user reviews

Pros
  • Users laud the smooth big data handling of Altair SLC, transforming messy data into valuable insights effortlessly.
  • Users commend the responsive customer support of Altair SLC, offering quick resolutions to inquiries and issues.
  • Users enjoy the easy data import process of Altair SLC, transforming messy data into valuable insights effortlessly.
  • Users find the installation process for Altair SLC incredibly simple, allowing immediate access to its features.
  • Users find the familiar Eclipse SDE environment makes Altair SLC easy to use and navigate effortlessly.
Cons
  • Users struggle with the complexity of Altair SLC, finding it hard to narrow down relevant search results.
  • Users find the limited features of Altair SLC restrict functionality compared to full SAS software capabilities.
  • Users find the help resources inadequate, making it difficult to identify missing functionalities in Altair SLC.
  • Users struggle with the learning curve of Altair SLC, finding it hard to locate specific solutions online.
  • Users find the Altair SLC not user-friendly, struggling with complex search results and Python integration difficulties.

What Are Recent G2 Reviews of Rapidminer SLC?

revVana Plan

revVana is the leading revenue forecasting platform that empowers businesses to seamlessly integrate their forecasting processes directly within Salesforce. Trusted by innovative companies across industries, revVana goes beyond traditional tools to deliver precise, real-time insights for revenue management, helping teams optimize performance and drive strategic growth. Our platform leverages advanced AI models and real-time data integration to eliminate forecasting blind spots and align sales, finance, and operations teams. With revVana, businesses can accurately predict revenue across consumption-based, project-based, and pipeline-driven models, all within the familiar Salesforce ecosystem. Whether you’re managing complex enterprise agreements, consumption-based products, or recurring revenue streams, revVana is the platform of choice for teams, departments, and entire organizations. With revVana, businesses consistently deliver accurate revenue forecasts, align resources efficiently, and unlock new growth opportunities.

Average Rating: 4.8/5.0

Total Reviews: 5

How Do G2 Users Rate revVana Plan?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.9/10)
  • AI Text Summarization: 8.3/10 (Category avg: 8.1/10)
  • Algorithms: 10.0/10 (Category avg: 8.6/10)
  • AI Text Generation: 8.3/10 (Category avg: 8.1/10)

Who Is the Company Behind revVana Plan?

  • Seller: revVana
  • Year Founded: 2019
  • HQ Location: Orange County, US
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 40% Large, 40% Small

What Do G2 Reviewers Say About revVana Plan?

AI-generated summary from verified user reviews

Pros
  • Users find revVana Plan’s ease of use essential for integrating and simplifying revenue forecasting processes.
  • Users praise the efficiency of revVana Plan, streamlining processes and enhancing forecasting accuracy within Salesforce.
  • Users value the accurate and user-friendly forecasting capabilities of revVana Plan, enhancing revenue management in Salesforce.
  • Users value the forecasting efficiency of revVana Plan, enabling accurate revenue projections with ease and simplicity.
  • Users love the seamless Salesforce integration of revVana Plan, enhancing forecasting and simplifying revenue management.
Cons
  • Users find the steep learning curve of revVana Plan challenging, especially for quick edits by non-experts.
  • Users find that revVana Plan is not intuitive, making quick edits challenging for regular Salesforce users.
  • Users face calculation issues with latency, though vendor support helps optimize performance during challenges.
  • Users find the difficult adaptation of revVana Plan challenging for quick edits, especially for regular SF users.
  • Users find difficult customization challenging, as quick edits are not user-friendly for regular Salesforce users.

What Are Recent G2 Reviews of revVana Plan?

What Are G2 Users Discussing About revVana Plan?

Salford Predictive Modeler

The SPM Salford Predictive Modeler software suite is a highly accurate and ultra-fast analytics and data mining platform for creating predictive, descriptive, and analytical models from databases of any size, complexity, or organization.

Average Rating: 5.0/5.0

Total Reviews: 3

Who Is the Company Behind Salford Predictive Modeler?

  • Seller: Minitab
  • Year Founded: 1972
  • HQ Location: State College, Pennsylvania, United States
  • Twitter: @Minitab
    5,017 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    732 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Small, 25% Large

What Are Recent G2 Reviews of Salford Predictive Modeler?

Strikezone

Strikezone is an AI-native Go-to-Market platform for every growing business.

Average Rating: 5.0/5.0

Total Reviews: 3

How Do G2 Users Rate Strikezone?

  • AI Text Summarization: 10.0/10 (Category avg: 8.1/10)
  • Algorithms: 10.0/10 (Category avg: 8.6/10)
  • AI Text Generation: 10.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Strikezone?

  • Seller: StrikeZone Growth
  • HQ Location: Australia
  • Twitter: @getstrikezone
  • LinkedIn® Page: linkedin.com
    9 employees on LinkedIn®
  • Ownership: C-corporation

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Strikezone?

Xpanse AI

Xpanse AI predicts customer behaviour by automatically integrating source data and analyzing thousands of behavioral patterns in hours instead of months, allowing you to power every campaign with advanced analytics.

Average Rating: 4.0/5.0

Total Reviews: 3

How Do G2 Users Rate Xpanse AI?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.9/10)
  • Algorithms: 7.8/10 (Category avg: 8.6/10)

Who Is the Company Behind Xpanse AI?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Xpanse AI?

Analance Platform

Combining Data Science, Business Intelligence, and Data Management Capabilities in One Integrated, Self-Serve Platform. Analance is a robust, salable end-to-end platform that combines Data Science, Advanced Analytics, Business Intelligence, and Data Management into one integrated self-serve platform. It is built to deliver core analytical processing power to ensure data insights are accessible to everyone, performance remains consistent as the system grows, and business objectives are continuously met within a single platform. Analance is focused on turning quality data into accurate predictions allowing both data scientists and citizen data scientists with point and click pre-built algorithms and an environment for custom coding. THE ANALANCE PLATFORM: • Delivers an end-to-end enterprise analytics platform with a strong focus on turning quality data into accurate predictions from one integrated self-serve platform. • Provides a platform for both data scientists and citizen data scientists with point and click pre-built algorithms and an environment for custom coding. • Offers an intuitive UI with guided workflows to enable both data scientists and citizen data scientists to master the platform in minutes. • Unifies multiple tools required for data analysis into one integrated platform to deliver insights with accuracy and quality. Product Capabilities • Analance Data Management (ADM): Extract, Transform and Load (ETL) tool to clean and transform data for analysis. • Analance Advanced Analytics (AAA): Predict based on trained Machine Learning (ML) Models. • Analance Business Intelligence (ABI): Deploy trained models from AAA into ABI for visualizations. • Analance Internet of Things (AIoT): Connect to streaming sources for real-time analytics and visualization. • Analance Artificial Intelligence (AAI): Next generation inference engine for prescriptive analytics. Key Features: • Get a demo of Analance or take it for a 30-day test drive. • Seamless Data Integration • Data Cleaning and Transformation • Predictive Analytics and Trends • Real-time Analytics • Prescriptive Analytics • Text and Sentiment Analytics • Social Analytics • Business Intelligence and Reporting • Interactive Visualization • Self-Serve Capability • Sign-Sign On to Access All Platforms within Analance

Average Rating: 5.0/5.0

Total Reviews: 2

Who Is the Company Behind Analance Platform?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Analance Platform?

What Are G2 Users Discussing About Analance Platform?

Apigee Insights

Make every interaction count

Average Rating: 3.5/5.0

Total Reviews: 2

How Do G2 Users Rate Apigee Insights?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.9/10)
  • Algorithms: 6.7/10 (Category avg: 8.6/10)

Who Is the Company Behind Apigee Insights?

  • Seller: Google
  • Year Founded: 1998
  • HQ Location: Mountain View, CA
  • Twitter: @google
    31,899,995 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    301,144 employees on LinkedIn®
  • Ownership: NASDAQ:GOOG

Who Uses This Product?

  • Company Size: 100% Medium

What Are G2 Users Discussing About Apigee Insights?

Appier AIXON

AIXON is a data science platform that unifies and enriches existing customer data to help you better understand your audience and run AI models to easily predict their future actions. Streamline Your Data From Different Sources AIXON creates a 360-degree view of your audience by unifying data across all platforms like apps, websites and CRM, and enriches your audience profiles with Appier’s unique cross-screen technology. Predict Customers' Future Actions in Real Time Powered by the scenario-based prediction with Auto-ML models, AIXON allows you to predict specific actions of your audience in real time, from conversions to churn and even the likelihood of users visiting a certain webpage. Generate Actionable Insights With Explainable AI AIXON’s explainable AI enables our customers to understand the rationale of our AI-driven decisions. AIXON is capable of textually and visually showing the most important variables to describe why certain decisions are made. The ability to explain the factors underlying the AI’s analysis is key to fostering trust in Appier’s AI technology, and avoid it being viewed as a mere “black box." Achieve Seamless Customer Engagement AIXON seamlessly integrates with your existing owned and paid channels, allowing you to amplify omnichannel marketing on AI-powered insights and ensure optimum customer experience. Boost Conversions With RFM AIXON automatically configures your audience segments into three most critical dimensions of attributes, RFM (Recency, Frequency, and Monetary), to help you better understand customer intent and take targeted actions to realize customers’ full profit potential.

Average Rating: 4.8/5.0

Total Reviews: 2

How Do G2 Users Rate Appier AIXON?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.9/10)
  • AI Text Summarization: 10.0/10 (Category avg: 8.1/10)
  • Algorithms: 10.0/10 (Category avg: 8.6/10)
  • AI Text Generation: 10.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Appier AIXON?

  • Seller: Appier
  • Year Founded: 2012
  • HQ Location: Taipei, Taiwan
  • Twitter: @GoAppier
    1,230 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    862 employees on LinkedIn®
  • Ownership: TYO: 4180

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Appier AIXON?

What Are G2 Users Discussing About Appier AIXON?

Aquant AI

Aquant is the only agentic AI platform built specifically for asset-centric organizations that build, sell, and support complex equipment. It turns your service content (manuals, service histories, parts and warranty data, case notes) and the expertise in your technicians’ heads into AI agents that help teams solve problems and make decisions faster. Unlike generic AI tools, Aquant is purpose-built for service and has spent the last decade refining its platform based on feedback from top organizations. Our agents understand the language of troubleshooting and service operations, so they can deliver accurate, context-aware guidance to the people who need it most: technicians in the field, contact center agents, and leaders across the business. Because Aquant connects service knowledge to the broader enterprise, it supports every function (service, product, engineering, operations, finance, sales, and marketing) by delivering role-specific answers and recommendations from a shared source of truth. Aquant meets teams where they work with Voice AI and offline access, so guidance is available whether someone is calling in, accessing through mobile or web, or working without connectivity. By learning from real-world service data, Aquant helps organizations resolve issues faster, ramp new hires quicker, reduce avoidable costs, and identify new revenue opportunities. Trusted by Siemens, Hologic, Cytiva, John Deere and other global OEMs and service-only organizations. Whatever the challenge, Aquant has an agent for it. Learn more at www.aquant.ai Recognition: ✔ Fast Company’s Next Big Things in Tech 2025 ✔ The Service Council’s Best Overall Technology ✔ CRM Top 100 for Agentic AI Innovation

Average Rating: 4.8/5.0

Total Reviews: 4

Who Is the Company Behind Aquant AI?

  • Seller: Aquant.ai
  • Year Founded: 2016
  • HQ Location: New York, New York, United States
  • LinkedIn® Page: www.linkedin.com
    137 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 75% Medium, 25% Small

What Do G2 Reviewers Say About Aquant AI?

AI-generated summary from verified user reviews

Pros
  • Users value the advanced AI integration of Aquant AI, enhancing predictions and recommendations for improved decision-making.
  • Users value the accurate predictions and personalized insights from Aquant AI, enhancing decision-making and operational efficiency.
  • Users value the advanced machine learning in Aquant AI, which provides tailored insights for proactive problem-solving.
  • Users value the high accuracy and personalized insights of Aquant AI, enhancing decision-making and operational efficiency.
  • Users value the personalized and accurate troubleshooting recommendations provided by Aquant AI, enhancing their maintenance experience.
Cons
  • Users find that incomplete or inconsistent data can hinder the effectiveness of Aquant AI's insights and predictions.
  • Users find that incomplete or inconsistent historical service data can hinder the effectiveness of Aquant AI's insights.
  • Users find that incomplete or inconsistent historical service data can hinder the effectiveness of Aquant AI's insights.
  • Users often find the delays in Aquant AI to be frustrating, impacting their overall experience with the product.
  • Users note that incomplete or inconsistent data hinders Aquant AI's effectiveness, impacting the accuracy of insights provided.

What Are Recent G2 Reviews of Aquant AI?

Auger

A prediction market protocol owned and operated by the people that use it.

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate Auger?

  • Algorithms: 10.0/10 (Category avg: 8.6/10)

Who Is the Company Behind Auger?

  • Seller: Auger
  • Year Founded: 2014
  • HQ Location: N/A
  • Twitter: @AugurProject
    145,728 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    7 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 150% Medium

What Are Recent G2 Reviews of Auger?

What Are G2 Users Discussing About Auger?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated October 29, 2024