Best Predictive Analytics Tools and Software - Page 20

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)

Neoway

Who Is the Company Behind Neoway?

  • Seller: Neoway
  • Year Founded: 2002
  • HQ Location: São Paulo, BR
  • LinkedIn® Page: www.linkedin.com
    240 employees on LinkedIn®

Neuron Soundware

We specialize in predictive maintenance of machines by their sound. By leveraging power of AI and custom made HW we are able to detect anomalies, spot trends and patterns, assess the quality etc. Neuron Soundware was founded in 2016 as a deep tech company by a team of machine learning experts, with extensive experience in industrial, mechanical, electrical and software engineering, research and development projects and software development, with the objective of becoming a major actor in predictive maintenance. In the manufacturing industry, sound and vibration seem to be the simplest method of diagnostics of a mechanical malfunction. However, an understanding of the sound is a hard task and humans are still frequently used during the quality controls. By leveraging neural networks and state of the art IoT devices, Neuron Soundware provides an innovative digitization and analytics platform that enables manufacturers to monitor their critical machinery by its sound. What it means for our customers is that we can: - reduce their maintenance and repair costs, - reduce downtime, - digitize the manufacturing process, - improve overall equipment effectiveness (OEE).

Who Is the Company Behind Neuron Soundware?

Nexlyr AI

Nexlyr AI is an AI analyst for consulting firms, business leaders and executives. Give it your files and a short brief. It reads your data, analyses it, reasons over it, pressure-tests your numbers and runs what-if scenarios, then sets a clear strategic direction and hands you a fully editable, branded presentation in minutes. Every figure is grounded in your own data and never invented. Nexlyr AI writes and runs real queries over your spreadsheets and documents, so the numbers in your deck are computed from your sources rather than guessed. Each figure stays traceable back to the material it came from. The result is a genuinely editable PowerPoint you own, built from native shapes, text boxes, charts and tables rather than static images, so it opens cleanly in PowerPoint or Keynote and every element can be edited by your team. Nexlyr AI reads the formats businesses actually use, including Word, PowerPoint, PDF and Excel, and one problem file never sinks the deck. It structures the argument with recognised business frameworks where the material supports them, chooses the right visual for each point and produces a balanced mix of charts, tables and layouts. Once the deck is built, the Think Further feature reviews it like a second analyst. It questions assumptions, surfaces the objections your audience will raise and runs scenario analyses, all grounded in the same source data, so you walk into the room knowing the numbers hold up. For ongoing work, workspaces keep each client or initiative separate, and business memory lets Nexlyr AI learn your context across projects so every new deck starts smarter. Brand kits apply your colours, fonts and logo so the output arrives presentation-ready. Nexlyr AI suits strategy, finance, marketing, operations and investment teams that work with their own files and need rigorous, data-grounded analysis delivered as editable presentations. Try it free at nexlyrai.uk.

Who Is the Company Behind Nexlyr AI?

  • Seller: Nexlyr
  • Year Founded: 2026
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

NLSQL AI Anomaly Detector

AI Anomaly Detector: Proactively Identifying Data Anomalies AI Anomaly Detector is designed to perform regular anomaly checks on your data. Upon detecting any anomaly, it notifies company employees, providing users with insights for further research and encouraging them to ask questions about the underlying reasons. This proactive approach ensures your team stays ahead of the curve, reacting faster to turbulent market conditions in today’s ever-evolving landscape.

Who Is the Company Behind NLSQL AI Anomaly Detector?

  • Seller: NLSQL Limited
  • Year Founded: 2018
  • HQ Location: London, GB
  • Twitter: @nlsql
    69 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    10 employees on LinkedIn®

NOORAI Platform

NOORAI is an AI-powered decision intelligence platform that helps organizations turn complex, fragmented data into clear, confident decisions. We unify enterprise and external data into a single environment, enabling teams to interact with their data conversationally, generate real-time insights, and move from analysis to action faster. With NOORAI, organizations can: - Integrate data across systems, APIs, files, and external sources - Interact using natural language - Generate AI-driven insights, dashboards, and reports - Forecast outcomes and run “what-if” scenarios - Assess the impact of market shifts, inflation, and macroeconomic trends on business performance - Automate analytics and decision workflows within a secure, enterprise-grade platform

Who Is the Company Behind NOORAI Platform?

  • Seller: NOORAI
  • Year Founded: 2024
  • HQ Location: Boston , US
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

NXG Logic Explorer

NXG Logic Explorer is a Windows machine learning package for data analytics, predictive analytics, unsupervised class discovery, supervised class prediction, and simulation.

Who Is the Company Behind NXG Logic Explorer?

onepredict

OnePredict is an industrial AI company specializing in predictive maintenance solutions for critical industrial assets. Their flagship product, GuardiOne®, leverages advanced artificial intelligence and IoT technologies to diagnose equipment health, predict potential failures, and estimate the remaining lifespan of assets. By analyzing industrial big data—such as noise, vibration, electric current, and temperature signals—GuardiOne® aims to minimize downtime and reduce unnecessary maintenance costs, thereby enhancing operational efficiency and equipment utilization. Key Features and Functionality: - Comprehensive Asset Management: GuardiOne® offers specialized solutions for various industrial components: - GuardiOne® Motor: Provides AI-driven analysis and diagnostics based on electric current data from motors, facilitating efficient management and early detection of potential issues. - GuardiOne® Substation: Delivers predictive maintenance for transformers, utilizing extensive big data sets to achieve a diagnostic accuracy rate of 98%. - GuardiOne® Turbo: Employs deep learning techniques to diagnose and predict issues in turbomachinery by analyzing vibration data and operational factors. - Advanced Predictive Analytics: The platform analyzes diverse industrial data to provide high-accuracy diagnostics and failure predictions, enabling proactive maintenance strategies. - Digital Twin Technology: GuardiOne® creates digital replicas of physical assets, allowing for continuous monitoring and simulation to predict and prevent potential failures. Primary Value and Problem Solved: GuardiOne® addresses the critical need for reliable and efficient industrial operations by reducing unplanned downtime and maintenance costs. Traditional rule-based maintenance approaches often lead to unnecessary interventions or unexpected failures. By implementing GuardiOne®, industries can transition to a predictive maintenance model, ensuring timely interventions based on accurate diagnostics. This proactive approach enhances equipment reliability, extends asset lifespan, and optimizes overall operational efficiency.

Who Is the Company Behind onepredict?

Onyx

Who Is the Company Behind Onyx?

OPUS

Internet-based insurance agent administration system for policy underwriting.

Average Rating: 4.4/5.0

Total Reviews: 12

How Do G2 Users Rate OPUS?

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

Who Is the Company Behind OPUS?

Who Uses This Product?

  • Company Size: 54% Large, 31% Medium

What Are Recent G2 Reviews of OPUS?

What Are G2 Users Discussing About OPUS?

Oracle Crystal Ball

Who Is the Company Behind Oracle Crystal Ball?

  • 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

Orbital

Orbital is a Data Intelligence Agent that empowers business teams to unlock the full value of their data. With Orbital, users can automatically explore datasets, generate dashboards in seconds, and activate machine learning models — all through natural language, without writing a single line of code.

Who Is the Company Behind Orbital?

Othello

Augmenting sales calls in real-time, to maximize every seller's potential.

Who Is the Company Behind Othello?

  • Seller: Othello
  • Year Founded: 2025
  • HQ Location: New York, NY, US
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Perceptura

Perceptura Platform is an autonomous business analytics and process optimization solution that creates digital twins of business operations to enable predictive insights and automated decision-making. The platform combines causal AI, process mining, and automated analytics to help enterprises understand, predict, and optimize their business processes without requiring data science expertise. The platform serves enterprise and mid-market organizations, particularly in financial services, manufacturing, and retail sectors, who need to move beyond reactive analytics to proactive optimization. It addresses key challenges like slow decision-making, missed opportunities, and the inability to extract strategic value from complex business data. Core capabilities include: - Automated data integration and cleaning across multiple business systems - Causal discovery that maps relationships between business processes - Predictive analytics that identify potential issues weeks in advance - Natural language data exploration for business users - AI-powered report generation and visualization - Real-time process monitoring and optimization The platform operates by first creating a digital twin of the organization's business processes by integrating data from various sources like ERPs, CRM systems, and operational databases. This digital twin continuously learns and adapts as business conditions change, automatically identifying causal relationships between different processes and metrics. Users can interact with their data through a natural language interface, while the system autonomously generates insights, predictions, and optimization recommendations aligned with defined business KPIs. What distinguishes the platform is its autonomous operation - rather than requiring users to manually analyze data or build models, the system automatically orchestrates the entire analytics journey from data integration to strategic recommendations. The platform handles both structured and unstructured data, enabling comprehensive analysis across all business processes. It includes enterprise-grade security features and can be deployed either in the cloud or on-premises to meet various compliance requirements. For analytics teams, this means moving beyond building dashboards to driving strategic value. For business users, it enables data-driven decision-making without requiring technical expertise. The platform continuously monitors business processes, predicts potential issues, and recommends optimization strategies, helping organizations transition from reactive to proactive operations management.

Who Is the Company Behind Perceptura?

  • Seller: Perceptura
  • Year Founded: 2024
  • HQ Location: San Francisco, US
  • LinkedIn® Page: linkedin.com
    7 employees on LinkedIn®
Bijou Barry
BB
Researched and written by Bijou Barry
Updated October 29, 2024