Best Predictive Analytics Tools and Software - Page 8

How Many Predictive Analytics Software Products Does G2 Track?

Total Products under this Category: 367

Category Stats (Sep 2026)

  • Average Rating: 4.44/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Palantir Foundry (+1.94%) - Among all products in this category, Palantir Foundry recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Predictive Analytics Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 30,000+ Authentic Reviews
  • 367+ 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, Clari, SAS Viya, Google Cloud BigQuery, Adobe Analytics, IBM Cognos Analytics, Amazon Quick, and IBM SPSS Statistics.

Underlying data: [Grid® JSON](https://www.g2.com/categories/predictive-analytics/grids.json?focus%5B%5D=tableau&focus%5B%5D=clari&focus%5B%5D=sas-sas-viya&focus%5B%5D=google-cloud-bigquery&focus%5B%5D=adobe-analytics&focus%5B%5D=ibm-cognos-analytics&focus%5B%5D=amazon-quick&focus%5B%5D=ibm-spss-statistics)

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?

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% Small, 40% Large

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% Medium

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: Wilmington, DE, USA
  • 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?

The Cognite AI & Data Platform

The Cognite AI and Data Platform™ is a sophisticated Industrial DataOps solution specifically designed for asset-intensive industries seeking to harness the power of their operational and engineering data. Founded in 2016 and based in Tempe, Arizona, Cognite aims to facilitate the transformation of complex data environments into actionable insights that drive efficiency and innovation across various sectors. This cloud-native platform excels in ingesting and contextualizing data from a multitude of sources, including Information Technology (IT), Operational Technology (OT), and engineering systems. By creating a unified industrial knowledge graph, the Cognite AI and Data Platform integrates data from historians, Enterprise Resource Planning (ERP) systems, Computerized Maintenance Management Systems (CMMS), and even 3D models. This comprehensive approach allows organizations to standardize their data models and utilize robust APIs, enabling secure workspaces that support advanced analytics, interactive dashboards, and AI-driven applications. Targeted primarily at industries that rely heavily on operational data, such as manufacturing, energy, and utilities, the Cognite AI and Data Platform addresses specific use cases that enhance productivity and operational efficiency. For instance, organizations can leverage the platform for production optimization, where real-time data insights lead to improved throughput and reduced operational bottlenecks. Additionally, the platform supports predictive maintenance initiatives, allowing companies to anticipate equipment failures before they occur, thereby minimizing downtime and associated costs. Key features of the Cognite AI and Data Platform include its ability to transform fragmented data into a trusted and contextual foundation, which is crucial for making informed decisions. By providing a centralized repository of data, users gain full ownership and control over their information, facilitating compliance and security. Moreover, the platform’s scalability enables organizations to implement AI initiatives that can evolve with their operational needs, ensuring that they remain competitive in a rapidly changing industrial landscape. Overall, the Cognite AI and Data Platform stands out in the DataOps category by offering a comprehensive solution that not only integrates disparate data sources but also empowers organizations to unlock the full potential of their industrial data. Through its focus on contextualization and user-friendly interfaces, it provides significant value to companies looking to enhance their operational capabilities and drive long-term growth.

Average Rating: 4.8/5.0

Total Reviews: 3

Who Is the Company Behind The Cognite AI & Data Platform?

  • Seller: Cognite
  • Company Website:
  • Year Founded: 2016
  • HQ Location: Tempe, Arizona, United States
  • LinkedIn® Page: www.linkedin.com
    760 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of The Cognite AI & Data Platform?

Verint Voice of the Customer

Verint® Voice of the Customer™ (formerly known as Experience Management™) empowers CX Leaders to optimize customer experiences in real-time. With Verint Voice of the Customer, companies can listen everywhere, act immediately, and analyze deeper than with any other experience management solution in the marketplace. Verint offers prescriptive VoC solutions across Web and Mobile, Enterprise-wide, and Location-Based experiences. As part of the Verint Platform, Verint Voice of the Customer allows CX leaders to close the Engagement Capacity Gap™ between customer expectations and budget or resources by: Deriving insights from data and AI Connecting organizational silos Leveraging CX orchestration and automation Examples of customer successes include: - Increasing NPS by 17 points - Realizing a 72% increase in BOPIS (buy online pickup in store) orders month-over-month - Cross-functional view of customer interactions enabling continuous CX improvements - Unlock the power of a unified customer experience! Contact us today. Verint wholly owns OpinionLab and ForeSee, both of which are now fully integrated parts of Verint Voice of the Customer (formerly known as Experience Management).

Average Rating: 4.2/5.0

Total Reviews: 45

How Do G2 Users Rate Verint Voice of the Customer?

  • Has the product been a good partner in doing business?: 8.0/10 (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 Verint Voice of the Customer?

  • Seller: Verint
  • Year Founded: 1994
  • HQ Location: Melville, New York
  • Twitter: @Verint
    7,739 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4,316 employees on LinkedIn®
  • Ownership: Thoma Bravo

Who Uses This Product?

  • Top Industries: Retail
  • Company Size: 48% Large, 37% Medium

What Are Recent G2 Reviews of Verint Voice of the Customer?

What Are G2 Users Discussing About Verint Voice of the Customer?

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
  • HQ Location: N/A
  • Twitter: @AugurProject
    145,728 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 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?

bitcoinpredict10

The model uses minute by minute tick data to forecasts the future 10-minute price for bitcoin. The model requires two weeks (20160 minutes of tick data) to forecasts the future price. The model uses five years of data, including periods that have seen significant increases and decreases in bitcoin price.

Average Rating: 4.8/5.0

Total Reviews: 2

How Do G2 Users Rate bitcoinpredict10?

  • 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 bitcoinpredict10?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of bitcoinpredict10?

Cavallo

Cavallo is a leader for AI-driven Profit Maximization. Its platform integrates with top ERP systems to ensure flawless orders and deliver actionable insights to optimize revenue streams for distributors, manufacturers, and product-centric brands. Its real-time analytics and advanced workflows also help businesses enhance customer retention and align sales and marketing initiatives. Cavallo's mission is to help customers to maximize profits at scale. For more information, visit www.cavallo.com.

Average Rating: 3.5/5.0

Total Reviews: 14

How Do G2 Users Rate Cavallo?

  • Has the product been a good partner in doing business?: 5.7/10 (Category avg: 8.9/10)

Who Is the Company Behind Cavallo?

  • Seller: Cavallo
  • Company Website:
  • Year Founded: 2003
  • HQ Location: Grand Rapids, Michigan
  • Twitter: @wearecavallo
    2,210 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    148 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Small, 31% Medium

What Do G2 Reviewers Say About Cavallo?

AI-generated summary from verified user reviews

Pros
  • Users praise the workflow automation of Cavallo, enhancing integration and transforming sales processes efficiently.
  • Users praise the ease of use of Cavallo's SalesPad, enhancing productivity and integrating seamlessly into their workflows.
  • Users value the intuitive and powerful integration of Cavallo's ERP solutions, significantly enhancing business operations and profitability.
  • Users highlight the powerful functionality of Cavallo's SalesPad, enabling seamless integration and optimized sales processes.
Cons
  • Users find the report writer cumbersome, leading to the need for additional tools for essential tasks.

What Are Recent G2 Reviews of Cavallo?

What Are G2 Users Discussing About Cavallo?

ChannelMix

With an end-to-end platform and comprehensive suite of analytics products, ChannelMix provides leading brands and agencies with a clear path to measure and grow marketing ROI. ChannelMix is pioneering future-ready marketing measurement with first-party analytics tracking and data models that deliver insights that are more accurate, sustainable and impactful to the business. With ChannelMix, you’ll achieve complete visibility and control of marketing spend, goals, ROI and more - without needing to learn how to query or code. - ChannelMix requires no SQL or coding knowledge — our team manages and repairs data connections for you. Clients have seen up to a 90% decrease in time to prepare data for analysis with ChannelMix. - All data is stored in a dedicated data warehouse (Amazon Redshift, Google BigQuery) managed for you by the ChannelMix team. We take the data management burden off your team. - ChannelMix integrates with the BI or visualization tool of your choice: Tableau, Google Data Studio, Power BI, Looker, Yellowfin and more. With our quick-start dashboards, you can have a reporting solution up and running in less than 3 days. - The platform is supported by a 100% US-based team. Clients receive account management and data support with same-day response.

Average Rating: 4.3/5.0

Total Reviews: 45

How Do G2 Users Rate ChannelMix?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 8.9/10)

Who Is the Company Behind ChannelMix?

  • Seller: InMarket
  • Year Founded: 2010
  • HQ Location: Austin, Texas
  • Twitter: @inMarket_Media
    1,325 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    363 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Marketing and Advertising
  • Company Size: 57% Medium, 33% Small

What Are Recent G2 Reviews of ChannelMix?

What Are G2 Users Discussing About ChannelMix?

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