Top Free Predictive Analytics Software - Page 3

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 Pure1 AIOps.

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=pure1-aiops)

SAS Visual Forecasting

SAS Visual Forecasting allows users to generate large numbers of trustworthy forecasts, quickly and automatically, using time series, machine learning and deep learning techniques. It comes with a no/low-code user interface, as well as a programmatic interface where users can code in SAS and open-source languages such as Python and R. Key features include: automatic data preparation, hierarchical forecasting, automatic segmentation of time series, incorporation of external drivers and events in a simple manner, hybrid forecasting techniques, interactive modeling capabilities, a framework to scale open-source algorithms in the cloud, a user friendly way for flexible overrides, and easy deployment of forecasting pipelines.

Average Rating: 4.5/5.0

Total Reviews: 12

How Do G2 Users Rate SAS Visual Forecasting?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.9/10)
  • AI Text Summarization: 8.3/10 (Category avg: 8.1/10)
  • Algorithms: 8.9/10 (Category avg: 8.6/10)
  • AI Text Generation: 7.5/10 (Category avg: 8.1/10)

Who Is the Company Behind SAS Visual Forecasting?

  • Seller: SAS Institute
  • Year Founded: 1976
  • HQ Location: Cary, NC
  • Twitter: @SASsoftware
    60,863 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    15,122 employees on LinkedIn®
  • Phone: 1-800-727-0025

Who Uses This Product?

  • Company Size: 38% Large, 31% Medium

What Do G2 Reviewers Say About SAS Visual Forecasting?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use in SAS Visual Forecasting, highlighting its intuitive design and fast setup process.
  • Users highly value the seamless integrations of SAS Visual Forecasting, enhancing efficiency and ease of use.
  • Users appreciate the ease of use and data generation features of SAS Visual Forecasting, enhancing their workflow efficiency.
  • Users value the time-saving capabilities of SAS Visual Forecasting, enhancing efficiency in model development and data handling.
  • Users value the accurate analytics provided by SAS Visual Forecasting, enhancing their decision-making process significantly.
Cons
  • Users find SAS Visual Forecasting to be too complex, requiring extensive support for implementation to navigate its features.
  • Users find the complex setup of SAS Visual Forecasting requires extensive support and resources to implement effectively.
  • Users find the high licensing costs of SAS Visual Forecasting challenging, especially for small businesses and startups.
  • Users find the licensing costs expensive, making SAS Visual Forecasting less accessible for small businesses and startups.
  • Users find the steep learning curve of SAS Visual Forecasting challenging, especially without prior experience in the SAS ecosystem.

What Are Recent G2 Reviews of SAS Visual Forecasting?

What Are G2 Users Discussing About SAS Visual Forecasting?

DecisionTools Suite

Complete Risk and Analysis Toolkit in Excel The DecisionTools Suite is an integrated set of quantitative data analysis programs that remove uncertainty in decision-making through probabilistic risk analysis using Monte Carlo simulation. Create decision trees, optimize resource allocation, identify critical factors, manage uncertainty in project schedules, and more when you install the toolkit into the familiar environment of Microsoft Excel. Buy now or request a free trial to start making better decisions today.

Average Rating: 4.6/5.0

Total Reviews: 4

How Do G2 Users Rate DecisionTools Suite?

  • Has the product been a good partner in doing business?: 7.9/10 (Category avg: 8.9/10)

Who Is the Company Behind DecisionTools Suite?

  • Seller: Lumivero
  • Year Founded: 1995
  • HQ Location: Denver, CO
  • Twitter: @LUMIVER0
    399 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    296 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of DecisionTools Suite?

Inzata

Inzata is a data analytics platform for integrating, exploring, and analyzing data of any kind, from any source, at massive scale with impeccable speed. Go from raw data to actionable insights in under 30 minutes! Powerful Artificial Intelligence-based data modeling and a patented analytics engine help users quickly load, blend, prep and model raw and unstructured data into powerful enterprise data models, actionable real-time analytics, and engaging visualizations. We help people explore and discover the value of their data, in record time. We pride ourselves on our ability to build 360° views of any company's data, across a multitude of systems, in minutes. Inzata's experience provides the future of Big Data analysis: extremely fast, accurate, and machine-accelerated.

Average Rating: 4.7/5.0

Total Reviews: 15

How Do G2 Users Rate Inzata?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 8.9/10)
  • Algorithms: 10.0/10 (Category avg: 8.6/10)

Who Is the Company Behind Inzata?

  • Seller: Inzata
  • Year Founded: 2016
  • HQ Location: Tampa, Florida
  • Twitter: @InzataAnalytics
    310 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    23 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 20% Medium

What Are Recent G2 Reviews of Inzata?

What Are G2 Users Discussing About Inzata?

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@RISK

Probabilistic Risk Analysis in Excel From the financial to the scientific, anyone who faces uncertainty in their quantitative analyses can benefit from @RISK. @RISK integrates directly into Microsoft Excel and employs Monte Carlo simulation to map out all possible scenarios and the probability they will occur – taking the guesswork out of big decisions. With @RISK, you can calculate the chances of making money on your next venture, staying within budget, and more to plan strategies with confidence. Buy now or request a free trial to start uncovering new opportunities.

Average Rating: 4.2/5.0

Total Reviews: 11

How Do G2 Users Rate @RISK?

  • Has the product been a good partner in doing business?: 7.9/10 (Category avg: 8.9/10)
  • AI Text Summarization: 7.5/10 (Category avg: 8.1/10)
  • Algorithms: 7.9/10 (Category avg: 8.6/10)
  • AI Text Generation: 9.2/10 (Category avg: 8.1/10)

Who Is the Company Behind @RISK?

  • Seller: Lumivero
  • Year Founded: 1995
  • HQ Location: Denver, CO
  • Twitter: @LUMIVER0
    399 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    296 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 64% Medium, 18% Small

What Are Recent G2 Reviews of @RISK?

TADA by MyDataModels

TADA allows you to make the most of your data through predictive analysis, even with small datasets. No skills in data science are required. TADA’s turnkey AI reveals how data behaves, what are the correlations between variables of a problem and how the future holds. TADA’s unique machine learning technology automatically selects the best predictive model. Models are transparent, easy to understand, execute and export. With TADA by MyDataModels, you will easily make better data based operational decisions, in full autonomy. Explore use cases & start a free trial here: https://bit.ly/396K2xw

Average Rating: 4.1/5.0

Total Reviews: 4

How Do G2 Users Rate TADA by MyDataModels?

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

Who Is the Company Behind TADA by MyDataModels?

  • Seller: MyDataModels
  • Year Founded: 2018
  • HQ Location: Kyiv, UA
  • Twitter: @MyDataModels
    2,535 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    10 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Small, 25% Medium

What Are Recent G2 Reviews of TADA by MyDataModels?

What Are G2 Users Discussing About TADA by MyDataModels?

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
    15 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?

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
    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?

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?

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?

DataClarity

DataClarity Unlimited Analytics is the only free modern embeddable data and analytics platform in the world that provides a self-service, powerful, secure and seamless end-to-end experience. DataClarity Unlimited Analytics Highlights · Simplified Data Integration – Easily connect, join, curate, cache, and catalog diverse data through drag and drop experience, custom SQL builder, and AI-powered data profiling. · Interactive Storyboards – Craft compelling storyboards using 80 stunning visualizations, geospatial maps, and flexibility to bring your own charts. · Real-time Analysis – Perform advanced analysis and data exploration using drill-down, drill-through, filters, built-in statistical and predictive models, and leverage your own Python and R code. · Seamless Application Integration – Achieve smooth integration with versatile APIs, tailor-made configurations, and flexible embedding features. · Security & Governance – Ensure adherence to your security guidelines, governance standards, multitenancy, row-level data protection, and Single Sign-On (SSO) capabilities. About DataClarity DataClarity is a trailblazing innovator of embedded self-service data and analytics. With an unwavering commitment to delivering groundbreaking capabilities that bring unparalleled value to ISV’s, SaaS providers, consultancies, and IT teams, DataClarity is reshaping industries through its forward-thinking solutions and pioneering business model.

Average Rating: 4.9/5.0

Total Reviews: 5

How Do G2 Users Rate DataClarity?

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

Who Is the Company Behind DataClarity?

Who Uses This Product?

  • Company Size: 60% Medium, 20% Large

What Are Recent G2 Reviews of DataClarity?

JADBio AutoML

JADBio makes it easy and affordable for health-data analysts and life-science professionals to use data science to discover knowledge while reducing time and effort by combining a robust end-to-end machine learning platform with a wealth of capabilities, ranging from smart feature selection to the reuse of predictive models. JADBio’s healthcare purpose-built platform provides leading-edge AI tools and automation capabilities, enabling life-science professionals to build and deploy accurate and explainable predictive models with speed and ease, even if they have no data science expertise. The platform supports preprocessing and imputation of missing values; it selects the features and modeling, tunes for hyper-parameters, and effectively tests thousands of algorithmic configurations to identify the best ones to produce the final ML model. The platform estimates its predictive performance and produces a wealth of visualizations and reports. Customers have the ability to select multiple selected feature subsets that lead to equally predictive models, build their own advanced custom models using JADBio’s extensive content library, or take off the shelf models and customize them as their own. All produced models can be downloaded in executable form, applied to an external validation set, or run manually by feeding-in the observed value of the selected features. JADBio’s library contains thousands of algorithms and pre-built models that can predict common healthcare issues, but also novel features like causal discovery or survival prediction and other time-to-event outcomes. The pre-built elements and AutoML capabilities of JADBio provide a low-code option for health-data scientists, bioinformaticians, and organizations without internal data science expertise to analyze their health data easily and affordably. Meanwhile, the JADBio REST API allows for advanced users to leverage JADBio’s capabilities in their own applications or to automate their workflows and processes. By providing an end-to-end platform purpose-built for life-scientists, backed by research and development in Europe’s largest research centers, we allow customers to utilize their ever-growing biomedical data and put them into production within minutes.

Average Rating: 5.0/5.0

Total Reviews: 4

How Do G2 Users Rate JADBio AutoML?

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

Who Is the Company Behind JADBio AutoML?

  • Seller: GnosisDA
  • Year Founded: 2013
  • HQ Location: Los Angeles, US
  • Twitter: @WeAreJADBio
    335 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Medium, 40% Small

What Are Recent G2 Reviews of JADBio AutoML?

What Are G2 Users Discussing About JADBio AutoML?

Kohort

Ktrl is a UA optimization platform and agentic workflow built for mobile game studios. It uses ML-based cohort prediction to forecast LTV, predict campaign ROAS, and automate UA decisions, so you can scale your studio's UA spend with confidence instead of guessing. Connect your MMP (AppsFlyer, Adjust, Singular) and ad networks, and Ktrl starts forecasting up to D365 returns from day one. No manual analysis. No waiting 6 months for data to mature. Studios use it to: • Know which campaigns to scale before the cohort matures • Forecast budget and ROAS before committing spend • Run M&A due diligence with cohort-driven revenue models Used by mobile gaming studios including Tapnation, APPS, 52 Entertainment, Metamoki, Eneba and 50+ others.

Average Rating: 4.7/5.0

Total Reviews: 3

Who Is the Company Behind Kohort?

  • Seller: Kohort
  • Year Founded: 2018
  • HQ Location: London, GB
  • Twitter: @kohort_io
    34 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    31 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Kohort?

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% Small, 50% Large

What Are Recent G2 Reviews of PredictHQ?

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