Best Predictive Analytics Tools and Software - Page 7

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)

AGATHA

Optimalex’s legal predictive analytics solution, AGATHA, offers the means to reduce the uncertainty of litigation and to optimize compensation in a variety of claim types such as Motor- Vehicle Accidents, Slips, Trips, and Falls, Workers Compensation, Medical Malpractice, Wrongful Termination.

Average Rating: 4.2/5.0

Total Reviews: 3

How Do G2 Users Rate AGATHA?

  • AI Text Summarization: 8.3/10 (Category avg: 8.1/10)
  • Algorithms: 8.9/10 (Category avg: 8.6/10)
  • AI Text Generation: 9.4/10 (Category avg: 8.1/10)

Who Is the Company Behind AGATHA?

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

Who Uses This Product?

  • Company Size: 67% Small, 33% Medium

What Are Recent G2 Reviews of AGATHA?

Altair Knowledge Seeker

Altair Knowledge Seeker is a predictive analytics and data science platform that designed for data science teams and business analysts to empower better decisions based on insight found using trusted data and predictive analytic models. Its easy to use user interface with pre-built workflows allows data science teams with limited experience to to use fundamental statistical forecasting algorithms to predict outcomes with precision, efficiency and agility. Unique in its universality and efficiency, Knowledge Seeker’s fundamental data mining and predictive analytics capabilities such as data preparation, profiling, visualization, Decision Tree analysis, strategy design and deployment, will take you through an analytics journey that will answer questions such as “What is likely to happen” and “What should I do?”

Average Rating: 4.3/5.0

Total Reviews: 3

Who Is the Company Behind Altair Knowledge Seeker?

  • Seller: Altair
  • Year Founded: 1985
  • HQ Location: Troy, MI
  • LinkedIn® Page: www.linkedin.com
    2,630 employees on LinkedIn®
  • Ownership: NASDAQ:ALTR
  • Total Revenue (USD mm): $458

Who Uses This Product?

  • Company Size: 33% Small, 33% Large

What Are Recent G2 Reviews of Altair Knowledge Seeker?

What Are G2 Users Discussing About Altair Knowledge Seeker?

Altair 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. Altair SLC (formerly WPS Analytics) runs programs written with SAS language syntax without translation and without licensing other third-party products. Altair SLC is built to handle high levels of throughput and reduces clients’ capital costs and operating expenses. Multi Language, Multi-Platform Solution Altair 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, Altair SLC supports remote job submissions and can exchange data between mainframe, cloud, and on-premises installations. Feature-Rich SAS Language Support In addition, Altair SLC doesn’t require any third-party middleware to process applications that contain the SAS language. Altair 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 Altair SLC in batch or standalone mode to execute programs and models or use it with Altair Analytics WorkbenchTM, 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: 10

How Do G2 Users Rate Altair SLC?

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

Who Is the Company Behind Altair SLC?

  • Seller: Altair
  • Year Founded: 1985
  • HQ Location: Troy, MI
  • LinkedIn® Page: www.linkedin.com
    2,630 employees on LinkedIn®
  • Ownership: NASDAQ:ALTR
  • Total Revenue (USD mm): $458

Who Uses This Product?

  • Company Size: 70% Small, 20% Medium

What Do G2 Reviewers Say About Altair 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 Altair SLC?

BellaDati

Agile analytics and reporting tool, which enables business users to make informed decisions from real-time business data

Average Rating: 3.5/5.0

Total Reviews: 4

How Do G2 Users Rate BellaDati?

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

Who Is the Company Behind BellaDati?

  • Seller: BellaDati
  • Year Founded: 2013
  • HQ Location: Singapore, SG
  • Twitter: @BellaDati
    291 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    14 employees on LinkedIn®
  • Phone: 866-668-0180

Who Uses This Product?

  • Company Size: 50% Large, 50% Small

What Are Recent G2 Reviews of BellaDati?

What Are G2 Users Discussing About BellaDati?

Bytek Prediction Platform

Bytek Prediction Platform is a composable, enterprise-grade AI solution that empowers organizations to turn first-party data into real-time, actionable intelligence. Built to be data warehouse-native, it integrates directly with modern cloud environments such as Google BigQuery, Snowflake, Redshift, Azure Synapse, and Databricks - ensuring data remains secure, centralized, and activation-ready. At its core, the platform is structured around three key modules: - Identity Resolution unifies behavioral, CRM, and transactional data into a persistent user profile by reconciling multiple identifiers (email, CRM ID, cookies, etc.). This enables a true Single Customer View and reliable user-level insights. - AI Models generate predictive and descriptive analytics tailored to business outcomes. These include Action Prediction (likelihood of conversion), product and interest clustering, Recency-Frequency-Monetary (RFM) analysis, Lead Scoring, and predicted Customer Lifetime Value (pcLTV). Each model is customizable, trained on client-specific data, and supports continuous learning. - Integration Modules activate insights across the marketing and sales stack through: --> Audience Manager: creates high-value audience segments for export to ad platforms. --> Signals Manager: sends conversion and intent signals in real time to platforms like Google Ads (via Enhanced Conversions or Conversion Adjustments) and Meta (via CAPI). --> Data Dumps and APIs: enable easy export of enriched data into CRMs, marketing automation, or BI tools. Use cases span the entire customer lifecycle. For acquisition, Bytek enables Value-Based Bidding by predicting user conversion value and sending it to ad platforms for optimized media spend. In mid-funnel stages, the platform enriches CRMs with predictive scores and affinities, enabling smarter lead prioritization and personalized nurturing. For retention and cross-sell, it powers dynamic content and messaging based on interests and lifetime value. Bytek is designed for marketing teams in data-driven industries such as retail, eCommerce, financial services, automotive, education, and SaaS. Its "white glove" onboarding and modular architecture ensure fast deployment and results without disrupting existing systems.

Average Rating: 4.8/5.0

Total Reviews: 3

How Do G2 Users Rate Bytek Prediction Platform?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.9/10)
  • AI Text Summarization: 4.2/10 (Category avg: 8.1/10)
  • Algorithms: 10.0/10 (Category avg: 8.6/10)
  • AI Text Generation: 4.2/10 (Category avg: 8.1/10)

Who Is the Company Behind Bytek Prediction Platform?

  • Seller: Bytek
  • Year Founded: 2014
  • HQ Location: Milano, IT
  • LinkedIn® Page: www.linkedin.com
    29 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Large, 33% Small

What Do G2 Reviewers Say About Bytek Prediction Platform?

AI-generated summary from verified user reviews

Pros
  • Users value the personalized AI capabilities of Bytek Prediction Platform for deriving insights from diverse data sources.
  • Users commend the flexibility in customization of the Bytek Prediction Platform, enhancing customer knowledge and service proposals.
  • Users value the personalized predictive data derived from diverse data sources in the Bytek Prediction Platform.
  • Users value the flexibility of the Bytek Prediction Platform, enhancing customization and responsiveness to their needs.
  • Users value the intuitive interface of the Bytek Prediction Platform, enhancing customer knowledge and proposal customization.

What Are Recent G2 Reviews of Bytek Prediction Platform?

ClearPredictions.com

ClearPredictions offers organizations huge opportunities to gain competitive advantage with their data. We deliver actionable customer behaviour predictions with powerful "yet easy to use" machine learning technology.

Average Rating: 3.7/5.0

Total Reviews: 3

How Do G2 Users Rate ClearPredictions.com?

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

Who Is the Company Behind ClearPredictions.com?

Who Uses This Product?

  • Company Size: 33% Large, 33% Medium

What Are Recent G2 Reviews of ClearPredictions.com?

What Are G2 Users Discussing About ClearPredictions.com?

Findability.AI

Findability Sciences is a developer of Big Data, Cognitive and Predictive Analytics solutions. Major global corporations in the banking, insurance, financial services, retail, manufacturing, trading, healthcare, and transportation industries have used our solutions to solve business problems in areas of sales, marketing, operations, risk management, accounting & finance, and people analytics. We are a portfolio company of SoftBank Group and in 2017, we set-up a joint venture with SoftBank (Findability Sciences K.K.) for Japan region. We are headquartered in Woburn, MA and have centers of AI excellence in Canada, India, and Japan. FP Predict+ is a fully-automatic, self-learning, multi-modeling prediction engine. It simplifies incorporation of AI into business workflows by enabling decision-makers generate valuable prediction reports with a few clicks. End users need only upload data, state an ID variable and specify a target variable - which could be any of binary, multi-class or continuous variable. FP Predict+ uses a proprietary algorithm that creates multiple models to capture all the patterns in your data and provides prediction outputs with speed and accuracy.

Average Rating: 4.8/5.0

Total Reviews: 3

How Do G2 Users Rate Findability.AI?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.9/10)
  • Algorithms: 9.2/10 (Category avg: 8.6/10)

Who Is the Company Behind Findability.AI?

  • Seller: Findability Sciences
  • Year Founded: 2018
  • HQ Location: Burlington, Massachusetts, United States
  • Twitter: @fsci
    289 Twitter followers
  • LinkedIn® Page: in.linkedin.com
    149 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Medium

What Are Recent G2 Reviews of Findability.AI?

What Are G2 Users Discussing About Findability.AI?

fractal

Fractal Analytics offers predictive analytics and scoring Solutions for financial services, consumer products, retail and telecom sectors.

Average Rating: 4.6/5.0

Total Reviews: 4

How Do G2 Users Rate fractal?

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

Who Is the Company Behind fractal?

Who Uses This Product?

  • Company Size: 75% Medium, 25% Large

What Are Recent G2 Reviews of fractal?

GainX

One-Line Pitch The GainX enterprise platform uses AI to accurately measure and predict organisational performance and productivity, and to provide intelligent, actionable insights to the Board and executive suite. Business Summary GainX delivers executive decision intelligence powered by AI. The platform enables leaders to create capacity, better manage risk, significantly reduce cost, and prioritise and accelerate corporate strategies without diluting ROI. GainX is proven in market, recently identifying £120m in immediate cost savings across a £725m investment, including over £31m in duplicate work. The Technology Platform Our solution, GainX Lens, ingests data across three themes to surface millions in immediate cost savings and to accurately predict future organisational performance: Communications data, project or resource activity data, and financial data. Using Artificial Intelligence, GainX Lens: - Quickly identifies duplicate work for immediate cost savings - Quantifies how many resources can be consolidated, repositioned, or restructured to create additional capacity - Measures the costs and impact of poor strategic alignment - Surfaces previously impossible to measure impacts on productivity - Predicts the success or failure of any strategy or programme - Monitors and quantifies the costs of predicted delays and suggests the root cause - Quantifies and categorises organisational behaviour (including influence, distraction, groupthink, and more) against delivery, capacity, costs, and risks - Monitors and predicts adoption of technologies, processes, methodologies With our multi-scientific approach, underpinned by anthropology, and combined with the unique triangulation of large disparate data sources, GainX artificial intelligence and machine learning removes the noise and continuously delivers relevant, real-time insights. Components of the GainX dashboards are configurable, allowing executives to prioritise and monitor what is most important to them.

Average Rating: 4.7/5.0

Total Reviews: 6

How Do G2 Users Rate GainX?

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

Who Is the Company Behind GainX?

  • Seller: GainX
  • Year Founded: 2012
  • HQ Location: London, CA
  • Twitter: @GainXGlobal
    978 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 83% Small, 17% Medium

What Are Recent G2 Reviews of GainX?

H

H is the symbol for Enthalpy, a measure of internal energy or, in other words, a measure of your companys potential to grow. Enthalpy (H) is an Applied Operational Analytics SaaS Solution with a Relentless Focus on Rapid, Efficient & Predictable Growth.

Average Rating: 4.8/5.0

Total Reviews: 3

How Do G2 Users Rate H?

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

Who Is the Company Behind H?

Who Uses This Product?

  • Company Size: 67% Small

What Do G2 Reviewers Say About H?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the excellent customer support of H, enhancing their overall experience and satisfaction with the product.
  • Users appreciate the ease of use of H, finding the setup and tools helpful for their work at home.
  • Users appreciate the implementation ease of H, finding initial setup straightforward and tools effective for home work.

What Are Recent G2 Reviews of H?

MarketingTracker

MarketingTracker is a market and brand performance analytics platform that gives commercial, marketing, and insights teams a continuous view of what is happening in their markets, how their brands are performing, and what is driving it, updated at the pace their decision-making requires. Rather than producing periodic reports that arrive after decisions have been made, MarketingTracker automates the collection, enrichment, and integration of marketing and market data, and surfaces insights through storyboards and presentations generated automatically in line with management reporting cycles. Teams spend their time on interpretation and action, not on building reports. For brands investing in upper-funnel and brand-building activity, MarketingTracker connects the dots between advertising exposure, consumer perception, brand equity, and market performance — giving marketing and finance teams the evidence they need to defend brand investment with confidence. Key capabilities: - Market and brand performance tracking across markets, segments, and competitive set - Automated data integration across marketing, consumer, and market data sources - Brand equity and advertising effectiveness measurement — awareness, consideration, preference over time - Driver analysis: not just what happened, but why - Storyboard reporting: automatically generated, presentation-ready outputs aligned to management reporting cadences - Consumer insight integration: surveys, behavioral data, and market metrics in a unified view - Decision support designed for commercial and brand teams, not data specialists Designed for marketing directors, brand managers, category leads, insights leads, and commercial teams at mid-to-large consumer brands who need a reliable, continuously updated view of market and brand performance, without building bespoke analytics infrastructure.

Average Rating: 4.7/5.0

Total Reviews: 5

How Do G2 Users Rate MarketingTracker?

  • Algorithms: 5.0/10 (Category avg: 8.6/10)

Who Is the Company Behind MarketingTracker?

  • Seller: ScanmarQED
  • Year Founded: 1995
  • HQ Location: Houten, Utrecht
  • Twitter: @ScanmarQED
    37 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    52 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Medium, 40% Small

What Are Recent G2 Reviews of MarketingTracker?

What Are G2 Users Discussing About MarketingTracker?

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
    7 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% Medium, 50% Small

What Are Recent G2 Reviews of Obviously AI?

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)?

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