Best Predictive Analytics Tools and Software - Page 10

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: Salesloft (+1.52%) - Among all products in this category, Salesloft recorded the largest rating increase compared to last month

Last updated: October 15, 2026

How Does G2 Rank Predictive Analytics Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 32,200+ 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, Salesloft, SAS Viya, IBM Cognos Analytics, Adobe Analytics, Google Cloud BigQuery, Amazon Quick, and Alteryx.

Underlying data: [Grid® JSON](https://www.g2.com/categories/predictive-analytics/grids.json?focus%5B%5D=tableau&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=amazon-quick&focus%5B%5D=alteryx)

OpenOs

OpenOs is a no-code data & predictive analysis platform. It allows product & marketing teams to build prediction models, query their database, create dashboards & conduct engage in advanced data analysis techniques like clustering & time series forecasting, all via a natural language interface.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate OpenOs?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.9/10)
  • AI Text Summarization: 5.0/10 (Category avg: 8.1/10)
  • Algorithms: 6.7/10 (Category avg: 8.6/10)
  • AI Text Generation: 1.7/10 (Category avg: 8.1/10)

Who Is the Company Behind OpenOs?

  • Seller: OpenOs
  • Year Founded: 2023
  • HQ Location: Delaware, US
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About OpenOs?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use in OpenOs, thanks to its large community ensuring continuous improvement and support.
  • Users value the easy integrations of OpenOs, benefiting from a secure and continuously improving open-source community.
  • Users value the implementation ease of OpenOs due to its robust community support and transparent source code.
  • Users appreciate the intuitive nature of OpenOs, benefiting from its community-driven improvements and transparency in source code.
Cons
  • Users find OpenOs lacking in features, which limits its overall functionality and user experience.
  • Users feel that OpenOs lacks certain features, resulting in a limited functionality that affects user experience.

What Are Recent G2 Reviews of OpenOs?

OpenText Data Discovery (Magellan)

OpenText Magellan is a flexible AI and Analytics platform that combines open source machine learning with advanced analytics, enterprise-grade BI, and capabilities to acquire, merge, manage and analyze Big Data and Big Content stored in your Enterprise Information Management systems. Magellan enables machine-assisted decision making, automation, and business optimization.

Average Rating: 4.2/5.0

Total Reviews: 5

How Do G2 Users Rate OpenText Data Discovery (Magellan)?

  • Has the product been a good partner in doing business?: 7.2/10 (Category avg: 8.9/10)
  • Algorithms: 8.3/10 (Category avg: 8.6/10)

Who Is the Company Behind OpenText Data Discovery (Magellan)?

  • Seller: OpenText
  • Year Founded: 1991
  • HQ Location: Waterloo, ON
  • Twitter: @OpenText
    21,565 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    22,835 employees on LinkedIn®
  • Ownership: NASDAQ:OTEX

Who Uses This Product?

  • Company Size: 40% Large, 40% Medium

What Do G2 Reviewers Say About OpenText Data Discovery (Magellan)?

AI-generated summary from verified user reviews

Pros
  • Users find OpenText Data Discovery (Magellan) easy to use, effectively fulfilling their needs with its features.
  • Users appreciate the unique features of OpenText Data Discovery, finding it user-friendly and effective for their needs.
Cons
  • Users face a steep learning curve due to insufficient training resources for effective use of OpenText Data Discovery.
  • Users note a slight learning curve with OpenText Data Discovery, wishing for improved training resources to enhance usage.
  • Users note a lack of guidance, suggesting the need for improved training to enhance effective application use.
  • Users note a lack of tutorials, leading to a slight learning curve for effective application use.
  • Users note a slight learning curve with OpenText Data Discovery, suggesting improved training for better usage.

What Are Recent G2 Reviews of OpenText Data Discovery (Magellan)?

What Are G2 Users Discussing About OpenText Data Discovery (Magellan)?

Piano Analytics

Piano Analytics is an enterprise digital analytics platform that gives every team, not just analysts, complete and unsampled data across web, mobile, IoT, and offline channels, without writing a line of SQL. Banking, media, retail, and aviation companies, including Rabobank, BBC, Le Monde, AXA, and SBB, run on Piano Analytics to grow subscription revenue, personalize customer journeys, and prepare their data for AI. That combination of complete data and self-service access is what makes Piano Analytics a customer intelligence platform as much as an analytics one. Complete, unsampled data at enterprise scale Most analytics tools sample data or track it in fragments. Piano Analytics works from one trusted source of truth instead. - Captures every user event in real time across channels - Runs on an elastic data model built for unlimited events and up to 1,000 custom dimensions - Keeps data clean with built-in anomaly detection and Tag Inspector, ready to power both dashboards and AI applications. Self-service answers for every team Piano Analytics is also a self-service analytics platform. - Answers plain-language questions through Piano AI, no analyst required - Surfaces prebuilt dashboards built for each industry - Frees data teams to focus on deeper analysis while other departments move faster Turning customer intelligence into revenue - Grows subscription revenue through better audience and engagement data - Personalizes customer journeys across every channel - Prepares data infrastructure for AI initiatives Privacy and compliance built into the platform - Is the first analytics platform certified under EuroPrivacy in accordance with GDPR Article 42 - Also holds HIPAA and ISO 27001 certifications - Recovers usable traffic typically lost to consent gaps through its privacy-exempt measurement mode

Average Rating: 4.4/5.0

Total Reviews: 32

How Do G2 Users Rate Piano Analytics?

  • Has the product been a good partner in doing business?: 8.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Piano Analytics?

  • Seller: Piano
  • Company Website:
  • Year Founded: 2016
  • HQ Location: Amsterdam, North Holland, Netherlands
  • Twitter: @piano_io
    1,432 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    791 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 56% Medium, 25% Large

What Do G2 Reviewers Say About Piano Analytics?

AI-generated summary from verified user reviews

Pros
  • Users value the richness of analysis and user-friendly tools, making data insights accessible and effective.
  • Users value the responsive support of Piano Analytics, enhancing their experience with reliable assistance when needed.
  • Users find Piano Analytics to be incredibly easy to use, facilitating effortless data integration and insightful analysis.
  • Users value the ease of use and support of Piano Analytics, finding it intuitive and reliable for analysis.
  • Users value the richness of analysis and user-friendly interface in Piano Analytics, enhancing their data insights experience.
Cons
  • Users desire improved visibility on the roadmap to better understand upcoming features and enhancements of Piano Analytics.

What Are Recent G2 Reviews of Piano Analytics?

What Are G2 Users Discussing About Piano Analytics?

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Pointee

Intelligent automation management platforms (IAMPs) make automation efficient, transparent and observable by both business and IT. Pointee is the go-to platform for enterprise RPA automation teams that can't afford expensive mistakes. Free your CoE teams from the endless cycle of maintenance – save time, avoid headaches and let your skilled dev team focus on what they do best.

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate Pointee?

  • AI Text Summarization: 0.0/10 (Category avg: 8.1/10)
  • Algorithms: 8.3/10 (Category avg: 8.6/10)
  • AI Text Generation: 0.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Pointee?

  • Seller: Pointee
  • Year Founded: 2020
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    24 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 50% Small

What Do G2 Reviewers Say About Pointee?

AI-generated summary from verified user reviews

Pros
  • Users value the automation capabilities of Pointee, which streamline processes and enhance operational efficiency significantly.
  • Users commend Pointee for its efficiency, experiencing rapid responses and significant reductions in supervision time.
  • Users value the implementation ease of Pointee, highlighting its smooth setup and responsive support throughout the process.
  • Users commend Pointee for its efficient time management, enabling quick responses and significant reductions in supervision time.
Cons
  • Users find the tool limitations of Pointee frustrating, requiring external applications for effective process orchestration.

What Are Recent G2 Reviews of Pointee?

PreCrime Defense

PreCrime™ Defense is a preemptive scam, fraud, and impersonation protection solution that can prevent account takeover and credit card or credential stealing from customers’ customers, or protect our customers’ suppliers from being attacked in email compromises. This mitigates fraud, reputational harm risk from negative brand damage, or customer credential stealing. PreCrime Defense identifies a malicious infrastructure only minutes after its creation, puts a network disruption in place within minutes of identification, and requests action to various takedown operators, who subsequently disturb DNS resolution or content removal, resulting in infrastructure takedown. BforeAI’s privileged access to takedown operators (including domain and DNS, content, industry alliances for abuse and malware prevention, law enforcement agencies, and independent response bodies) ensures malicious infrastructure is promptly removed. Our predictive technology is so effective that more than 80% of our takedowns are completed before there’s content on the infrastructure. BforeAI’s disruption partners, including VirusTotal, Quad9, Spamhaus, and Google Safe Browsing, subsequently put the identified malicious domain in a DNS resolution blocklist. Within 10 minutes on average, up to 75% of the traffic to the malicious infrastructure is already blocked. A step-by-step breakdown of how PreCrime works: Data Collection and Pre-processing PreCrime begins by collecting multiple network data points from thousands of sensors deployed across 98% of the surface internet. The tool observes more than 1 billion infrastructures and 500 million domains on a continuous basis – of them, 500,000 are created every day. Data is collected between 5 to 10 times per hour which enables observing any changes on a continuous and precise basis. This data is then preprocessed to remove noise and irrelevant information, ensuring that only meaningful interactions are considered. In total, PreCrime collects several terabytes of data on a daily basis. Graph Construction and Feature Extraction Next, PreCrime constructs a graph from the preprocessed data. Features such as query frequency, temporal patterns, and resolution paths are extracted and incorporated into the graph. Over 400 billion behaviors and edges are mapped in the graph database. These features provide a detailed view of domain interactions, which is crucial for accurate inference. Application of Graph Inference Techniques PreCrime applies various graph inference techniques to analyze the constructed graph. Four billion malicious behaviors are mapped in PreCrime. Community detection algorithms identify clusters of domains that exhibit similar behavior, while anomaly detection algorithms highlight nodes with abnormal patterns. Link prediction algorithms are used to forecast potential future connections, helping to identify emerging threats. Identification and Mitigation: Disruption and Takedown PreCrime re-scores over 20 million suspicious infrastructures on a daily average out of which it predicts 100,000 future attack infrastructures. Based on the results of the graph inference analysis, PreCrime detects infrastructures that exhibit characteristics of malicious behavior. They are flagged for further investigation and mitigation. PreCrime's preemptive approach ensures that potential threats are identified and neutralized before they can cause harm.

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate PreCrime Defense?

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

Who Is the Company Behind PreCrime Defense?

  • Seller: BforeAI
  • Year Founded: 2024
  • HQ Location: New York City, US
  • LinkedIn® Page: www.linkedin.com
    65 employees on LinkedIn®
  • Ownership: Privately owned

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Do G2 Reviewers Say About PreCrime Defense?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the automation capabilities of PreCrime Defense, allowing more focus on serving clients effectively.
  • Users appreciate the efficiency of PreCrime Defense, saving time and enhancing client service through automated threat management.
  • Users value the time-saving automation of PreCrime Defense, enhancing client service through efficient threat management.
  • Users value the business growth provided by PreCrime Defense, enabling enhanced client service through efficient threat management.
  • Users value the automated disruption and takedown capabilities of PreCrime Defense, enhancing their brand protection efficiency.
Cons
  • Users experience occasional slow loading during peak traffic times, impacting their overall experience with PreCrime Defense.
  • Users note minor imperfections in the UI, although the team is actively addressing these issues for enhancement.

What Are Recent G2 Reviews of PreCrime Defense?

Predelo

Predelo is an AI-powered Decision Agent-as-a-Service solution designed to revolutionize workforce management for shift-based businesses. By integrating real-time and historical data, Predelo automates and optimizes scheduling tasks, ensuring they are fair and aligned with demand at granular levels, such as individual stores or departments. Key Features and Functionality: - Adaptive Forecasting: Utilizes AI models to predict labor needs by analyzing real-time and historical data, enabling precise demand forecasting. - Automated Decision-Making: Removes the cognitive burden of scheduling by automating repetitive tasks, allowing leaders to focus on performance rather than administrative duties. - One-Click Integrations: Seamlessly integrates with existing tools and platforms, facilitating easy adoption and minimal disruption to current workflows. - Decision Engine: Operates in the background to self-optimize scheduling tasks, ensuring fairness and alignment with business objectives. Primary Value and Solutions Provided: Predelo addresses the complexities of managing shift-based workforces by automating scheduling processes, thereby improving profitability, reducing compliance risks, and simplifying day-to-day operations. By leveraging AI-driven insights, businesses can enhance operational efficiency, reduce costs, and improve customer satisfaction.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate Predelo?

  • 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 Predelo?

  • Seller: Predelo
  • Year Founded: 2022
  • HQ Location: Sydney, AU
  • Twitter: @PredeloHQ
    514 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Predelo?

Predicsis

A self-serve software to help you discover actionable insights.

Average Rating: 4.5/5.0

Total Reviews: 2

Who Is the Company Behind Predicsis?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Predicsis?

PredictHQ

PredictHQ is the real-world context platform powering smarter AI, forecasting, and operational decisions. We transform global events into impact-ranked, location-specific demand intelligence, with prebuilt machine learning features and out-of-the-box forecasts. Beam, our patented Relevancy Engine, filters out noise and surfaces the real-world demand drivers that matter to your specific business and locations. Delivered via API and MCP, PredictHQ integrates directly into your models and workflows so teams can predict demand shifts earlier and act with confidence. From sports and concerts to public holidays and severe weather, we turn real-world volatility into measurable competitive advantage.

Average Rating: 4.0/5.0

Total Reviews: 2

Who Is the Company Behind PredictHQ?

  • Seller: PredictHQ
  • Year Founded: 2015
  • HQ Location: San Francisco, US
  • Twitter: @PredictHQ
    1,152 Twitter followers
  • LinkedIn® Page: linkedin.com
    54 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 50% Small

What Are Recent G2 Reviews of PredictHQ?

Prevedere

Prevedere's platform includes global data and patented AI engine to build econometric models at scale

Average Rating: 3.5/5.0

Total Reviews: 2

How Do G2 Users Rate Prevedere?

  • AI Text Summarization: 6.7/10 (Category avg: 8.1/10)
  • Algorithms: 8.3/10 (Category avg: 8.6/10)
  • AI Text Generation: 10.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Prevedere?

  • Seller: Prevedere
  • Year Founded: 1994
  • HQ Location: Boston, Massachusetts, United States
  • LinkedIn® Page: www.linkedin.com
    948 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of Prevedere?

Seqwa

Seqwa is a low-cost, easy-to-use hosted search platform for solving your critical search requirements. It supports three uniquely beneficial functions: Autocomplete (query suggestions and top full-text search results), Search (Full-text Search with semantic ranking for intent), and Semantic Search (Intent-driven search). Work with one or all the functions based on your needs. Set up a functional search utility in minutes: upload your data, generate API keys, publish a demo user interface, and search! Enjoy a seamless search experience supported by a highly available and scalable cloud infrastructure.

Average Rating: 4.0/5.0

Total Reviews: 2

How Do G2 Users Rate Seqwa?

  • Algorithms: 8.3/10 (Category avg: 8.6/10)

Who Is the Company Behind Seqwa?

  • Seller: Seqwa
  • Year Founded: 2018
  • HQ Location: Hyderabad, IN
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium, 50% Small

What Are Recent G2 Reviews of Seqwa?

Signals Analytics

Signals Analytics is a predictive analytics platform built to help leading brands gain on-demand competitive consumer insights from trillions of external data points. Our journey began in 2009, when two Israeli military intelligence officers with decades of combined experience in utilizing open source (OSINT), signals (SIGINT), and human (HUMINT) intelligence to enable covert operations, realized that these same concepts, processes, and technologies deployed in the battlefield could be utilized to make better decisions in the boardroom. We are now a 130-person strong company headquartered and growing in New York, with an office in Israel. We've created a next-generation advanced analytics platform that is used by many of the world’s leading pharmaceutical and consumer brands for optimizing their product portfolios, accelerating new product development, and propelling breakthrough innovations. We are unique in our ability to connect disparate external data sources, continually refresh the data and allow our customers to configure the platform to meet their needs, so the outputs are timely, accurate, actionable, and relevant to their business.

Average Rating: 3.8/5.0

Total Reviews: 2

Who Is the Company Behind Signals Analytics?

  • Seller: Signals Analytics
  • HQ Location: San Francisco, California, United States
  • Twitter: @SignalsAnalytic
    2,757 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    723 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of Signals Analytics?

Trendskout

Automate your Business with ready to use Machine Learning

Average Rating: 3.0/5.0

Total Reviews: 3

How Do G2 Users Rate Trendskout?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.9/10)
  • Algorithms: 5.8/10 (Category avg: 8.6/10)

Who Is the Company Behind Trendskout?

Who Uses This Product?

  • Company Size: 100% Large

Wipro Data Discovery Platform

Extract deep insights from data with Wipro’s Data Discovery Platform (DDP) and use sophisticated techniques such as visual sciences and storytelling to simplify interpretation and decision-making. The core of the platform brings together the Wipro HOLMES Artificial Intelligence PlatformTM and stream computing to deliver wide-ranging insights such as preventive action for customer attrition, predictive maintenance of assets to minimize downtime and practices to reinforce online reputation.

Average Rating: 4.8/5.0

Total Reviews: 2

Who Is the Company Behind Wipro Data Discovery Platform?

  • Seller: Wipro
  • Year Founded: 1945
  • HQ Location: Bangalore
  • Twitter: @Wipro
    513,142 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    275,739 employees on LinkedIn®
  • Ownership: WIT

Who Uses This Product?

  • Company Size: 50% Large, 50% Medium

What Do G2 Reviewers Say About Wipro Data Discovery Platform?

AI-generated summary from verified user reviews

Pros
  • Users value the unique interface for data visualization that simplifies exploration for both technical and non-technical users.
  • Users praise the ease of understanding of Wipro Data Discovery Platform, making data exploration accessible for everyone.
  • Users value the unique interface of Wipro Data Discovery Platform, making data exploration and visualization accessible to everyone.
  • Users praise the unique and intuitive interface of Wipro Data Discovery Platform, making data exploration easy for everyone.
Cons
  • Users report missing functionality as some features need advanced data science skills, limiting usability for many.
  • Users experience performance issues with large data, and some features demand extensive data science expertise.

What Are Recent G2 Reviews of Wipro Data Discovery Platform?

What Are G2 Users Discussing About Wipro Data Discovery Platform?

Yokozuna Data

YOKOZUNA data, a state-of-the-art machine learning engine that predicts the behavior of each individual user

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate Yokozuna Data?

  • Algorithms: 6.7/10 (Category avg: 8.6/10)

Who Is the Company Behind Yokozuna Data?

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of Yokozuna Data?

AirFusion

AirFusion develops AI-driven software solutions for infrastructure monitoring.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind AirFusion?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of AirFusion?

What Are G2 Users Discussing About AirFusion?

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