# Best Predictive Analytics Tools and Software - Page 6

## How Many Predictive Analytics Software Products Does G2 Track?

**Total Products under this Category:** 299

### Category Stats (Aug 2026)

- **Average Rating:** 4.44/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Verint Voice of the Customer (+0.65%) - Among all products in this category, Verint Voice of the Customer recorded the largest rating increase compared to last month

_Last updated: August 07, 2026_

## How Does G2 Rank Predictive Analytics Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 31,800+ Authentic Reviews
- 299+ 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](https://www.g2.com/categories/predictive-analytics/grids.png?focus%5B%5D=1213&focus%5B%5D=7788&focus%5B%5D=1327283&focus%5B%5D=6073&focus%5B%5D=3558&focus%5B%5D=612&focus%5B%5D=20158&focus%5B%5D=4350)

Highlighted products: Tableau, Clari, SAS Viya, Google Cloud BigQuery, Adobe Analytics, IBM Cognos Analytics, Amazon QuickSight, 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-quicksight&focus%5B%5D=ibm-spss-statistics)

**Sponsored**

### Logility Solutions

Logility is a market-leading provider of AI-first supply chain management solutions engineered to help organizations build sustainable digital supply chains that improve people’s lives and the world we live in. The company’s approach is designed to reimagine supply chain planning by shifting away from traditional “what happened” processes to an AI-driven strategy that combines the power of humans and machines to predict and be ready for what’s coming. Logility’s fully integrated, end-to-end platform helps clients know faster, turn uncertainty into opportunity, and transform the supply chain from a cost center to an engine for growth.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=499&secure%5Bchosen_at%5D=2026-08-10T01%3A51%3A03Z&secure%5Bdisplayable_resource_id%5D=499&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=499&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1968&secure%5Bresource_id%5D=499&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fpredictive-analytics%3FhsCtaTracking%3D59ff82f1-4345-49a0-a6cc-23865c443e25%257Cf82c43fd-2d75-4271-b26a-ef01613ba3e1%26page%3D6&secure%5Btoken%5D=90a28f37dbcdc5b76e699dd15b907faff65ae5aaa0cc9c0d5d96e646f0725c19&secure%5Burl%5D=https%3A%2F%2Fwww.logility.com%2Fl%2Fdigital-demo%2F%3Futm_source%3Dg2%26utm_medium%3Dcpc%26utm_campaign%3DLOC-ALL-PPL-2026-07-28-G2_Contact_Us_demo_Submission&secure%5Burl_type%5D=custom_url)

### [ShareInsights](https://www.g2.com/products/shareinsights/reviews)

Accelerite Share Insights is an end- to- end big data analytics platform that unifies different analytics operations like data processing, storage and visualization, It offer unique advantages like analytics development, managed life-cycle of analytics and future proofing.

**Average Rating:** 4.3/5.0

**Total Reviews:** 12

#### How Do G2 Users Rate ShareInsights?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.9/10)
- **AI Text Summarization:** 7.2/10 (Category avg: 8.1/10)
- **Algorithms:** 7.2/10 (Category avg: 8.5/10)
- **AI Text Generation:** 7.2/10 (Category avg: 8.1/10)

#### Who Is the Company Behind ShareInsights?

- **Seller:** [Accelerite](https://www.g2.com/sellers/accelerite)
- **Year Founded:** 2014
- **HQ Location:** Santa Clara, CA
- **Twitter:** @Accelerite  
1,087 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=10856234dcc037d25bb7ccca7d2359f6b30ae5712a15df84da1e2d73a332998a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F5118410&secure%5Burl_type%5D=linkedin_company_website)  
18 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 42% Medium, 33% Large

#### What Are Recent G2 Reviews of ShareInsights?

**["Very efficient tool for Big data analysis"](https://www.g2.com/survey_responses/shareinsights-review-9308319)**

**Rating:** 4.5/5.0 stars

_— Vanshika G._

[Read full review](https://www.g2.com/survey_responses/shareinsights-review-9308319)

**["Insight overview"](https://www.g2.com/survey_responses/shareinsights-review-9336861)**

**Rating:** 4.5/5.0 stars

_— Verified User in Education Management_

[Read full review](https://www.g2.com/survey_responses/shareinsights-review-9336861)

### [SparkPredict](https://www.g2.com/products/sparkpredict/reviews)

SparkPredict, SparkCognition’s analytics solution, is revolutionizing maintenance by minimizing downtime and delivering millions of dollars in operating cost savings. SparkPredict is a turnkey solution that analyzes sensor data and uses machine learning to return actionable insights, flagging suboptimal operations and identifying impending failures before they occur.

**Average Rating:** 4.4/5.0

**Total Reviews:** 5

#### How Do G2 Users Rate SparkPredict?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.9/10)
- **AI Text Summarization:** 8.8/10 (Category avg: 8.1/10)
- **Algorithms:** 8.8/10 (Category avg: 8.5/10)
- **AI Text Generation:** 8.8/10 (Category avg: 8.1/10)

#### Who Is the Company Behind SparkPredict?

- **Seller:** [Avathon](https://www.g2.com/sellers/avathon)
- **Year Founded:** 2013
- **HQ Location:** Austin, Texas
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9ad5d141d445a1fc118a759f8b0bf1ae7427f3f75a9e1a42b142234c83a7fd11&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F5155679&secure%5Burl_type%5D=linkedin_company_website)  
255 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 40% Small, 40% Medium

#### What Are Recent G2 Reviews of SparkPredict?

**["helpling a lot to focus further and analysis of data in no timw"](https://www.g2.com/survey_responses/sparkpredict-review-9577836)**

**Rating:** 4.5/5.0 stars

_— Parul B._

[Read full review](https://www.g2.com/survey_responses/sparkpredict-review-9577836)

**["Excellent tool for advanced analytical needs"](https://www.g2.com/survey_responses/sparkpredict-review-9041497)**

**Rating:** 4.0/5.0 stars

_— Nehal C._

[Read full review](https://www.g2.com/survey_responses/sparkpredict-review-9041497)

### [Zepl](https://www.g2.com/products/zepl/reviews)

Zepl let you use data science to analyze your cloud data warehouse in minutes. Customers use Zepl for all kinds of use cases, including predictive analytics, marketing analytics, preventive maintenance, security, anomaly detection, sales forecasting, product recommendations and more. Zepl is an extensible, cloud-based data science and analytics platform for enterprise teams. With Zepl, teams of data analysts and data scientists can use Python, R, Spark, Scala, and SQL to find insights and make predictions about their most important business challenges, as well as package and present their findings using built-in advanced visualizations.

**Average Rating:** 4.4/5.0

**Total Reviews:** 5

#### How Do G2 Users Rate Zepl?

- **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:** 9.4/10 (Category avg: 8.5/10)
- **AI Text Generation:** 10.0/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Zepl?

- **Seller:** [DataRobot](https://www.g2.com/sellers/datarobot)
- **Year Founded:** 2012
- **HQ Location:** Boston, Massachusetts
- **Twitter:** @DataRobot  
19,225 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=89c9e24da6d788dc433c6745ca09b189b87261921021a529df2781df784a2983&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2672915%2F&secure%5Burl_type%5D=linkedin_company_website)  
886 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 60% Medium, 40% Small

#### What Are Recent G2 Reviews of Zepl?

**["Clean, Intuitive Collaboration That Streamlines Workflows"](https://www.g2.com/survey_responses/zepl-review-13208726)**

**Rating:** 4.5/5.0 stars

_— Atharva S._

[Read full review](https://www.g2.com/survey_responses/zepl-review-13208726)

**["Versatile language good productivity"](https://www.g2.com/survey_responses/zepl-review-9830124)**

**Rating:** 4.0/5.0 stars

_— Dilip S._

[Read full review](https://www.g2.com/survey_responses/zepl-review-9830124)

### [Altair Knowledge Studio](https://www.g2.com/products/altair-knowledge-studio/reviews)

Advanced Machine Learning and Artificial Intelligence Data scientists and business analysts use Altair to generate actionable insight from their data. Knowledge Studio is a market-leading easy to use machine learning and predictive analytics solution that rapidly visualizes data as it quickly generates explainable results - without requiring a single line of code. A recognized analytics leader, Knowledge Studio brings transparency and automation to machine learning with features such as AutoML and Explainable AI without restricting how models are configured and tuned, giving you control over model building. Key Features: - No Code Machine Learning Modeling - Transparent, Explainable AI - Predictive to Prescriptive Analytics

**Average Rating:** 4.0/5.0

**Total Reviews:** 5

#### How Do G2 Users Rate Altair Knowledge Studio?

- **Algorithms:** 7.5/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Altair Knowledge Studio?

- **Seller:** [Altair](https://www.g2.com/sellers/altair-186799f5-3238-493f-b3ad-b8cac484afd7)
- **Year Founded:** 1985
- **HQ Location:** Troy, MI
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=bc40bf531df2ca2bbac9a40324b3bf94e73c14f7ec2b90b9b64c29defbdba7b7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F8323%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,774 employees on LinkedIn®
- **Ownership:** NASDAQ:ALTR
- **Total Revenue (USD mm):** $458

#### Who Uses This Product?

- **Company Size:** 80% Large, 20% Small

#### What Are Recent G2 Reviews of Altair Knowledge Studio?

**["Excellent Tool for Fast Analytics"](https://www.g2.com/survey_responses/altair-knowledge-studio-review-1765262)**

**Rating:** 5.0/5.0 stars

_— Verified User in Financial Services_

[Read full review](https://www.g2.com/survey_responses/altair-knowledge-studio-review-1765262)

**["The best data mining tool"](https://www.g2.com/survey_responses/altair-knowledge-studio-review-3575348)**

**Rating:** 5.0/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/altair-knowledge-studio-review-3575348)

#### What Are G2 Users Discussing About Altair Knowledge Studio?

- [What is Altair Knowledge Studio used for?](https://www.g2.com/discussions/what-is-altair-knowledge-studio-used-for)

### [Braincube](https://www.g2.com/products/braincube/reviews)

Braincube is a smart IIoT platform suite with business and expert apps designed for industry. Braincube’s platform and off-the-shelf apps empower manufacturers to find instant and long-term value from data streams and Big Data analytics. Its operating software provides immediate visibility into live conditions via Edge and provides a hub of analysis apps via Cloud to better optimize performance. Combine Edge and Cloud to get the best results from your IIoT platform: adjust to real-time recommendations and improve future performance. Choose from a robust app store to help you achieve your context-specific goals whether you are striving for continuous improvement and higher productivity, cost- reduction via Machine Learning, asset monitoring and predictive maintenance strategies, or visualization with charts, tables, and dashboards. Braincube provides a one-stop shop to take control of your data and transform your operations.

**Average Rating:** 4.3/5.0

**Total Reviews:** 6

#### How Do G2 Users Rate Braincube?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.9/10)
- **AI Text Summarization:** 10.0/10 (Category avg: 8.1/10)
- **Algorithms:** 7.2/10 (Category avg: 8.5/10)
- **AI Text Generation:** 10.0/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Braincube?

- **Seller:** [Braincube](https://www.g2.com/sellers/braincube)
- **Year Founded:** 2007
- **HQ Location:** Issoire, Auvergne-Rhône-Alpes, France
- **Twitter:** @braincubeEn  
188 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d8e5be0af856ef858fe2ca3867f053b2cf5a71e0adaafefdfec12286c809607d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbraincubefr&secure%5Burl_type%5D=linkedin_company_website)  
187 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Medium, 33% Small

#### What Do G2 Reviewers Say About Braincube?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Braincube's **ease of use** and intuitive design enhance efficiency and facilitate quick integration across teams.
- Users praise Braincube for its **intuitive interface** , simplifying implementation and enhancing data analysis across the organization.
- Users benefit from the **real-time data analytics** in Braincube, which provide valuable insights and enhance usability.
- Users value the **API integration** of Braincube, enhancing data connectivity and analysis capabilities effortlessly.
- Users appreciate the **easy cloud integration** , enabling seamless data collection and enhanced visibility into operations.

##### Cons

- Users find **customer support lacking** , which can hinder overall satisfaction with Braincube's usability.
- Users consider Braincube to be **expensive** compared to other accounting software options available on the market.
- Users find the **high pricing** of Braincube compared to other accounting software to be a significant downside.
- Users note that **customer support can be a bit improved** , impacting their overall experience with Braincube.
- Users feel that **customer support is lacking** and could significantly benefit from improvements.

#### What Are Recent G2 Reviews of Braincube?

**["Existence of pre-built industry apps for simple analytics"](https://www.g2.com/survey_responses/braincube-review-10171993)**

**Rating:** 5.0/5.0 stars

_— Kenneth F._

[Read full review](https://www.g2.com/survey_responses/braincube-review-10171993)

**["Use industrial data for optimization of processes"](https://www.g2.com/survey_responses/braincube-review-10222238)**

**Rating:** 5.0/5.0 stars

_— Adriana A._

[Read full review](https://www.g2.com/survey_responses/braincube-review-10222238)

### [DecisionTools Suite](https://www.g2.com/products/decisiontools-suite/reviews)

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](https://www.g2.com/sellers/lumivero)
- **Year Founded:** 1995
- **HQ Location:** Denver, CO
- **Twitter:** @LUMIVER0  
399 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=dd1937dc5b829762a5da6656a5b16a66c6f41c0b20ba37b511c62477413e518b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F76790%2F&secure%5Burl_type%5D=linkedin_company_website)  
296 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Are Recent G2 Reviews of DecisionTools Suite?

**["Incredible Features to run the simulations"](https://www.g2.com/survey_responses/decisiontools-suite-review-2360249)**

**Rating:** 4.5/5.0 stars

_— Verified User in Education Management_

[Read full review](https://www.g2.com/survey_responses/decisiontools-suite-review-2360249)

**["GOOD FEATURES TO RUN SIMULATIONS"](https://www.g2.com/survey_responses/decisiontools-suite-review-1969478)**

**Rating:** 4.5/5.0 stars

_— Verified User in Education Management_

[Read full review](https://www.g2.com/survey_responses/decisiontools-suite-review-1969478)

### [Discern](https://www.g2.com/products/discern/reviews)

Successful businesses are founded on exceptional execution, which is driven by a deep understanding of key performance indicators (KPIs) and data insights. Achieving data clarity is challenging when sales, marketing, customer, billing, and financial data are siloed across disconnected systems and spreadsheets. Enter Discern. We automate the heavy lifting of business performance analytics, such as pipeline tracking, ARR, NRR analytics, and marketing attribution, turning what used to be days of manual reconciliation or years of BI builds into automated, real-time insights. No more wrestling with spreadsheets or questioning your numbers – just clear, consistent performance data you can trust. But we didn't stop there. Because in this new environment, understanding your own performance is only half the story. You also need industry context – and we're not talking about stale benchmarks released annually, but rather straight-from-the-source benchmarks that pick up on market changes just as they begin to manifest. Whether you're running team meetings, fine-tuning your strategy, prepping for a big board meeting, or pitching new investors, Discern helps you operate with confidence. Our combination of automated performance analytics and real-time, system-validated benchmarks gives you the complete story behind your performance, so you can focus on making the decisions that matter.

**Average Rating:** 4.8/5.0

**Total Reviews:** 21

#### How Do G2 Users Rate Discern?

- **Has the product been a good partner in doing business?:** 9.9/10 (Category avg: 8.9/10)
- **Algorithms:** 6.7/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Discern?

- **Seller:** [Discern AI, Inc.](https://www.g2.com/sellers/discern-ai-inc)
- **Year Founded:** 2020
- **HQ Location:** New York, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a9ef300e60d7f13db6222eeac7edb4e7cc4ee31b7dad9f0fa4031e310717266b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F74602590&secure%5Burl_type%5D=linkedin_company_website)  
20 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 86% Medium, 14% Small

#### What Do G2 Reviewers Say About Discern?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Discern's **ease of use** highly beneficial, facilitating effective data visualization and insights with excellent support.
- Users love the **responsive customer support** from Discern, ensuring quick changes and effective guidance throughout implementation.
- Users commend the **easy implementation process** of Discern, facilitating quick data access and enhancing operational efficiency.
- Users value the **centralized and intuitive reporting** of Discern, transforming hours of work into quick insights.
- Users value the **real-time analytics** offered by Discern, providing necessary visibility for effective decision-making.

##### Cons

- Users find the **data inaccuracy** in Discern challenging, especially with nuanced metrics that confuse executive understanding.
- Users find the **complexity** of Discern challenging, particularly with nuanced metrics and installation difficulties for non-technical individuals.
- Users find the **complex usage** of Discern challenging, particularly those lacking technical knowledge or data analysis skills.
- Users find the **lack of detail** in metrics confusing, hindering understanding for executives and technical learners alike.
- Users find the **learning curve steep** with Discern, especially for those lacking technical skills and data understanding.

#### What Are Recent G2 Reviews of Discern?

**["Trustworthy ARR Reporting with Flexible, Low-Maintenance Integrations"](https://www.g2.com/survey_responses/discern-review-12730296)**

**Rating:** 4.5/5.0 stars

_— Nick Z._

[Read full review](https://www.g2.com/survey_responses/discern-review-12730296)

**["Marketing Cohort Analytics—A Million Times Easier with Discern"](https://www.g2.com/survey_responses/discern-review-11149095)**

**Rating:** 5.0/5.0 stars

_— Rick S._

[Read full review](https://www.g2.com/survey_responses/discern-review-11149095)

### [Inzata](https://www.g2.com/products/inzata/reviews)

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: 8.5/10)

#### Who Is the Company Behind Inzata?

- **Seller:** [Inzata](https://www.g2.com/sellers/inzata)
- **Year Founded:** 2016
- **HQ Location:** Tampa, Florida
- **Twitter:** @InzataAnalytics  
310 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b0f3c45b9f5b0222efe17c57ba665cffb8443a205e722353beea7dd7318863f8&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Finzata%2F&secure%5Burl_type%5D=linkedin_company_website)  
23 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Small, 20% Medium

#### What Are Recent G2 Reviews of Inzata?

**["it makes analytics easy along with responsiveness."](https://www.g2.com/survey_responses/inzata-review-8186439)**

**Rating:** 4.5/5.0 stars

_— Shailesh M._

[Read full review](https://www.g2.com/survey_responses/inzata-review-8186439)

**["Power and functionality"](https://www.g2.com/survey_responses/inzata-review-8050260)**

**Rating:** 4.5/5.0 stars

_— Antonello C._

[Read full review](https://www.g2.com/survey_responses/inzata-review-8050260)

#### What Are G2 Users Discussing About Inzata?

- [What is Inzata used for?](https://www.g2.com/discussions/what-is-inzata-used-for)

### [Neuron7](https://www.g2.com/products/neuron7/reviews)

Neuron7 is the Service Decision Intelligence platform, built for humans and AI agents, for teams supporting complex products like medical devices, industrial equipment, high-tech systems, telecom infrastructure, where a wrong call means a truck roll, a missed SLA, or a technician relearning something the team already knew. Service Decision Intelligence spans the full service lifecycle: predicting which assets will fail, preventing the costliest events, resolving issues, and learning from every decision made, whether that decision is made by a technician on-site or another AI agent calling into the system. It runs on the Service Decision Graph, which connects products, failure modes, and resolution paths pulled from manuals, tickets, and fixes technicians have already made. Rather than forcing one model to handle everything, Neuron7 matches the right AI approach to each problem. That intelligence layer sits underneath the entire service continuum, including self-service portals, contact center agent-assist, L2/L3 technical support, and field service technicians working on-site, and it connects to other AI agents and platforms via MCP and A2A for closed-loop automation. Every interaction updates the graph, so accuracy compounds rather than plateaus. Customers see 90%+ resolution accuracy and measurable ROI within 90 days. TransLogic, Ciena, and NCR Atleos use Neuron7 to move from reactive break-fix work toward predicting failures before they happen.

**Average Rating:** 4.7/5.0

**Total Reviews:** 6

#### How Do G2 Users Rate Neuron7?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.9/10)
- **Algorithms:** 8.3/10 (Category avg: 8.5/10)
- **AI Text Generation:** 10.0/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Neuron7?

- **Seller:** [Neuron7.ai](https://www.g2.com/sellers/neuron7-ai)
- **Year Founded:** 2020
- **HQ Location:** San Jose, US
- **Twitter:** @Neuron7\_AI  
91 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3f32f65c917afa3dde59800d482ab9540e8a3f8e53d1641d6f5f1053d786a629&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fneuron7-ai%2F&secure%5Burl_type%5D=linkedin_company_website)  
129 employees on LinkedIn®
- **Ownership:** Private

#### Who Uses This Product?

- **Company Size:** 50% Large, 50% Medium

#### What Do G2 Reviewers Say About Neuron7?

_AI-generated summary from verified user reviews_

##### Pros

- Users enjoy the **ease of use** of Neuron7.ai, appreciating its intuitive design and straightforward answers for automation.
- Users appreciate the **user-friendly automation** of Neuron7.ai, making it accessible for non-technical users.
- Users appreciate the **intelligent support search** of Neuron7.ai, enhancing data analysis with efficient navigation and options.

##### Cons

- Users find the **cost issues** of sharing data with Neuron7.ai can be burdensome, often needing dedicated resources.
- Users find the **effort required for data sharing** to be costly, often needing dedicated resources for processing.
- Users find it challenging to configure models due to the **difficult learning process** , especially for non-technical individuals.

#### What Are Recent G2 Reviews of Neuron7?

**["A Collaborative Partnership with Neuron7.ai"](https://www.g2.com/survey_responses/neuron7-review-9905283)**

**Rating:** 4.0/5.0 stars

_— Verified User in Medical Devices_

[Read full review](https://www.g2.com/survey_responses/neuron7-review-9905283)

**["Accelerated Troubleshooting and Higher Efficiency with Salesforce Integration"](https://www.g2.com/survey_responses/neuron7-review-12611036)**

**Rating:** 4.0/5.0 stars

_— Tawfeeq A._

[Read full review](https://www.g2.com/survey_responses/neuron7-review-12611036)

### [Orion Serial Metrics](https://www.g2.com/products/orion-serial-metrics/reviews)

Serial Metrics are a team of mathematicians, computer scientists, and data engineers working to automate the predictive modeling process.

**Average Rating:** 4.1/5.0

**Total Reviews:** 4

#### How Do G2 Users Rate Orion Serial Metrics?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.9/10)
- **AI Text Summarization:** 5.0/10 (Category avg: 8.1/10)
- **Algorithms:** 7.1/10 (Category avg: 8.5/10)
- **AI Text Generation:** 5.0/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Orion Serial Metrics?

- **Seller:** [Serialmetrics](https://www.g2.com/sellers/serialmetrics)
- **Year Founded:** 2010
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=84f2c66548261c7e4e15fea706886c0b5a7afc16677fb2ad8a1c0ce2460edb65&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fserial-metrics&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 60% Medium, 40% Small

#### What Do G2 Reviewers Say About Orion Serial Metrics?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **clean and efficient dashboard** of Orion Serial Metrics for quick data access and sharing.
- Users value the **ease of use** of Orion Serial Metrics, enabling quick access to data and streamlined reporting.
- Users appreciate the **efficiency** of Orion Serial Metrics, enabling quick data access and streamlined reporting.
- Users praise the **powerful statistics** of Orion Serial Metrics, enabling effortless performance tracking with real-time insights.
- Users appreciate the **speed of data generation** in Orion Serial Metrics, allowing quick access to crucial metrics.

##### Cons

- Users feel the **learning curve can be challenging** initially, with limited customization options in reports and graphs.
- Users desire more **customization options** for reports and graphs to better present their data insights.
- Users find the **limited visualization options** frustrating, hindering their ability to create tailored reports effectively.
- Users often find the **limited data visualization options** frustrating, hindering their ability to create tailored reports.

#### What Are Recent G2 Reviews of Orion Serial Metrics?

**["Reliable and Insightful Metrics Tool"](https://www.g2.com/survey_responses/orion-serial-metrics-review-9818096)**

**Rating:** 4.5/5.0 stars

_— João S._

[Read full review](https://www.g2.com/survey_responses/orion-serial-metrics-review-9818096)

**["Easy way to analyse and track serial data"](https://www.g2.com/survey_responses/orion-serial-metrics-review-10911842)**

**Rating:** 4.0/5.0 stars

_— Rui R._

[Read full review](https://www.g2.com/survey_responses/orion-serial-metrics-review-10911842)

### [Palantir Foundry](https://www.g2.com/products/palantir-foundry/reviews)

Foundry is a transformative data platform built to help solve the modern enterprise’s most critical problems by creating a central operating system for an organization’s data, while securely integrating siloed data sources into a common analytics and operations picture. Palantir works with commercial companies and government organizations alike to close the operational loop, feeding real-time data into your data science models and updating source systems. With a breadth of industry-leading capabilities, Palantir can help enterprises traverse and operationalize data to enable and scale decision-making, alongside best-in-class security, data protection, and governance. Foundry was named by Forrester as a leader in the The Forrester Wave™: AI/ML Platforms, Q3 2022. Scoring the highest marks possible in product vision, performance, market approach, and applications criteria. As a Dresner-Award winning platform, Foundry is the overall leader in the BI and Analytics market and rated a perfect 5/5 by its customer base.

**Average Rating:** 4.1/5.0

**Total Reviews:** 18

#### How Do G2 Users Rate Palantir Foundry?

- **Has the product been a good partner in doing business?:** 5.0/10 (Category avg: 8.9/10)
- **AI Text Summarization:** 9.4/10 (Category avg: 8.1/10)
- **Algorithms:** 9.4/10 (Category avg: 8.5/10)
- **AI Text Generation:** 9.4/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Palantir Foundry?

- **Seller:** [Palantir](https://www.g2.com/sellers/palantir)
- **HQ Location:** Denver, US
- **Twitter:** @PalantirTech  
425,595 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=72dcda59d40c2baf9a4bfa194ce70870e9bd13d15815cbb074e629c18193ec32&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpalantir-technologies%2F&secure%5Burl_type%5D=linkedin_company_website)  
5,858 employees on LinkedIn®
- **Ownership:** PLTR (NYSE)

#### Who Uses This Product?

- **Company Size:** 44% Large, 33% Small

#### What Do G2 Reviewers Say About Palantir Foundry?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **integration of AI workflows** in Palantir Foundry, enhancing their tech stack and data ecosystem.
- Users value the **AI integration capabilities** of Palantir Foundry, enhancing their tech stack and data workflows.
- Users benefit from the **seamless AI integration** of Palantir Foundry, enhancing their tech stack and data ecosystem.
- Users value the **integration of AI workflows** in Palantir Foundry, enhancing their tech stack and data ecosystem.
- Users value the **analysis efficiency** of Palantir Foundry, benefiting from its comprehensive end-to-end data capabilities.

##### Cons

- Users find Palantir Foundry **expensive** , though they acknowledge the value of the features provided for the cost.
- Users note the **limited customization** in Palantir Foundry, especially when compared to more flexible open-source alternatives.
- Users find the **limited customization options** of Palantir Foundry restrictive compared to open-source alternatives.
- Users find the **limited customization options** of Palantir Foundry restrictive compared to other open-source solutions.

#### What Are Recent G2 Reviews of Palantir Foundry?

**["Powerful Platform with a Steep Learning Curve"](https://www.g2.com/survey_responses/palantir-foundry-review-13176404)**

**Rating:** 4.0/5.0 stars

_— Verified User_

[Read full review](https://www.g2.com/survey_responses/palantir-foundry-review-13176404)

**["Palantir Foundry: Powerful, Scalable Platform for Unifying Data and Driving Insights"](https://www.g2.com/survey_responses/palantir-foundry-review-13206833)**

**Rating:** 4.5/5.0 stars

_— Tanzim S._

[Read full review](https://www.g2.com/survey_responses/palantir-foundry-review-13206833)

### [Polyture](https://www.g2.com/products/polyture/reviews)

Polyture combines all the major elements of the modern data stack into one application that is intuitive and free to use. The platform consists of four modules; Warehousing, Dataflows, Automated Machine Learning, and Dashboards.

**Average Rating:** 5.0/5.0

**Total Reviews:** 4

#### Who Is the Company Behind Polyture?

- **Seller:** [Polyture](https://www.g2.com/sellers/polyture)
- **HQ Location:** Santa Clara, CA
- **Twitter:** @PolytureData  
25 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of Polyture?

**["Great for making live dashboards from Google Sheets"](https://www.g2.com/survey_responses/polyture-review-5129091)**

**Rating:** 5.0/5.0 stars

_— George C._

[Read full review](https://www.g2.com/survey_responses/polyture-review-5129091)

**["The best tool we've found for our company data"](https://www.g2.com/survey_responses/polyture-review-5059135)**

**Rating:** 5.0/5.0 stars

_— Kamal M._

[Read full review](https://www.g2.com/survey_responses/polyture-review-5059135)

#### What Are G2 Users Discussing About Polyture?

- [What is Polyture used for?](https://www.g2.com/discussions/what-is-polyture-used-for)

### [@RISK](https://www.g2.com/products/risk/reviews)

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: 8.5/10)
- **AI Text Generation:** 9.2/10 (Category avg: 8.1/10)

#### Who Is the Company Behind @RISK?

- **Seller:** [Lumivero](https://www.g2.com/sellers/lumivero)
- **Year Founded:** 1995
- **HQ Location:** Denver, CO
- **Twitter:** @LUMIVER0  
399 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=dd1937dc5b829762a5da6656a5b16a66c6f41c0b20ba37b511c62477413e518b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F76790%2F&secure%5Burl_type%5D=linkedin_company_website)  
296 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 64% Medium, 18% Large

#### What Are Recent G2 Reviews of @RISK?

**["Simple and Effective Risk Tool"](https://www.g2.com/survey_responses/risk-review-9068649)**

**Rating:** 4.0/5.0 stars

_— Verified User in Consumer Goods_

[Read full review](https://www.g2.com/survey_responses/risk-review-9068649)

**["Powerful Operational Tool for Data Modelling"](https://www.g2.com/survey_responses/risk-review-8564517)**

**Rating:** 4.0/5.0 stars

_— Sagar C._

[Read full review](https://www.g2.com/survey_responses/risk-review-8564517)

### [SOLUS AI](https://www.g2.com/products/solus-ai/reviews)

SOLUS AI is a comprehensive System of Intelligence for Hyper Personalization that empowers brands to drive revenue from their existing customer base through AI-powered customer engagement at the individual level. Developed by Cartesian Consulting Pvt. Ltd., SOLUS AI sits between data sources (Systems of Record) and messaging systems (Systems of Engagement) to enable intelligent, personalized customer nudges that increase Customer Lifetime Value (LTV). ##Core Platform Components \*\*Customer Data Platform (CDP)\*\*: Creates a unified Customer 360 view by ingesting data from multiple online and offline sources, providing comprehensive customer insights and eliminating data silos. \*\*AI/ML Engine\*\*: Powers the platform with multiple machine learning systems including: - Advanced recommender systems using hybrid algorithms for personalized product recommendations - Propensity models for predicting customer behavior (likelihood to purchase, churn, repeat) - Contextual Multi-Armed Bandits (CMAB) for continuous campaign optimization \*\*Smart Campaigns\*\*: Enables both always-on lifecycle campaigns and ad-hoc marketing campaigns with hyper-personalization, recommendation integration, and automated journey management across multiple channels. \*\*Segmentation & Analytics\*\*: Provides flexible customer segmentation tools with over 100 pre-crafted segments, GenAI-powered segmentation, and comprehensive insights covering customer, campaign, product, and store analytics. \*\*Agentic AI Layer\*\*: Features AI agents including EIGEN (Engagement Ideas Generator) for campaign blueprint creation, RIG (Rapid Insights Generator) for performance reporting, and ARC (Automated Relevance Creator) for opportunity identification. ## Key Differentiators - \*\*N=1 Personalization\*\*: True segment-of-one customer engagement rather than broad segmentation - \*\*Hybrid Recommender Systems\*\*: Multiple recommendation algorithms running in parallel with intelligent combination - \*\*Incrementality Measurement\*\*: Advanced lift measurement and ROI tracking with control group methodologies - \*\*Real-time Decision Making\*\*: Automated optimization based on customer response patterns - \*\*Industry-Specific Solutions\*\*: Tailored applications for Fashion Retail, QSR, Hospitality, Financial Services, and more ## Business Impact SOLUS AI typically delivers: - 3-7% incremental sales increase - 4-5x higher yield and ROI from recommender-led campaigns vs. segment-led campaigns - 20-30% better conversion rates for personalized campaigns - 5-10% improvement in key CRM KPIs (repeat, retention, winback) ## Industries Served Fashion Retail, Quick Service Restaurants (QSR), Hospitality & Travel, Consumer Durables, Financial Services (Life Insurance, Mutual Funds, Securities), and Direct-to-Consumer (D2C) brands. SOLUS AI is SOC 2 certified and designed for enterprise deployment with comprehensive security measures, making it suitable for businesses seeking to transform their customer engagement through AI-powered personalization at scale.

**Average Rating:** 4.5/5.0

**Total Reviews:** 8

#### How Do G2 Users Rate SOLUS AI?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.9/10)
- **AI Text Summarization:** 10.0/10 (Category avg: 8.1/10)
- **Algorithms:** 10.0/10 (Category avg: 8.5/10)
- **AI Text Generation:** 10.0/10 (Category avg: 8.1/10)

#### Who Is the Company Behind SOLUS AI?

- **Seller:** [SOLUS AI](https://www.g2.com/sellers/solus-ai)
- **Year Founded:** 2019
- **HQ Location:** Mumbai, IN
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1c8fd6f3ea180420461870b80c028271ccb9a10b0f5795986a51884b7d84a490&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsolusai%2F&secure%5Burl_type%5D=linkedin_company_website)  
25 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 63% Large, 38% Small

#### What Do G2 Reviewers Say About SOLUS AI?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **ease of use** of SOLUS AI, highlighting its intuitive features that simplify customer engagement.
- Users appreciate the **advanced personalization features** of SOLUS AI, enhancing campaign effectiveness and user engagement.
- Users value the **advanced personalization features** of SOLUS AI, enhancing customer engagement and driving revenue growth.
- Users praise SOLUS AI for its **exceptional customer segmentation** , enabling rapid creation of hyper-targeted marketing campaigns.
- Users value the **advanced analytics** of SOLUS AI, which empowers proactive strategies and enhances the customer experience.

##### Cons

- Users find the **learning curve steep** due to complex features and limited customization, impacting overall usability.
- Users advise being cautious with **attribution issues** , emphasizing the need for clear timelines to assess Solus AI's impact.
- Users find the **customisation limited** and experience lagging UI, suggesting improvements for better usability.
- Users find the **poor design** of SOLUS AI challenging, hindering ease of use despite its extensive features.
- Users note a **poor visual quality** in SOLUS AI, indicating a need for layout enhancements for better usability.

#### What Are Recent G2 Reviews of SOLUS AI?

**["Excellent Marketing Technology & Automation for stores & omni in Fashion"](https://www.g2.com/survey_responses/solus-ai-review-11606025)**

**Rating:** 5.0/5.0 stars

_— Nazif T._

[Read full review](https://www.g2.com/survey_responses/solus-ai-review-11606025)

**["Solus AI - By far the best Marketing Investment using Tech."](https://www.g2.com/survey_responses/solus-ai-review-12010866)**

**Rating:** 5.0/5.0 stars

_— Gaurav J._

[Read full review](https://www.g2.com/survey_responses/solus-ai-review-12010866)

### [TADA by MyDataModels](https://www.g2.com/products/tada-by-mydatamodels/reviews)

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: 8.5/10)

#### Who Is the Company Behind TADA by MyDataModels?

- **Seller:** [MyDataModels](https://www.g2.com/sellers/mydatamodels)
- **Year Founded:** 2018
- **HQ Location:** Kyiv, UA
- **Twitter:** @MyDataModels  
2,535 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d6f08be876a3a4091d18394adfa4ecf00aa61d3b6d70522569eb45f209afb5a3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fanalytics-dot&secure%5Burl_type%5D=linkedin_company_website)  
10 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Small, 25% Large

#### What Are Recent G2 Reviews of TADA by MyDataModels?

**["My data never felt so easy to understand, I recommend!"](https://www.g2.com/survey_responses/tada-by-mydatamodels-review-4811495)**

**Rating:** 5.0/5.0 stars

_— Verified User in Education Management_

[Read full review](https://www.g2.com/survey_responses/tada-by-mydatamodels-review-4811495)

**["Very simple and straightforward machine learning tool to use. Good results interpretation kit."](https://www.g2.com/survey_responses/tada-by-mydatamodels-review-4790918)**

**Rating:** 4.5/5.0 stars

_— Guillene T._

[Read full review](https://www.g2.com/survey_responses/tada-by-mydatamodels-review-4790918)

#### What Are G2 Users Discussing About TADA by MyDataModels?

- [What is TADA by MyDataModels used for?](https://www.g2.com/discussions/what-is-tada-by-mydatamodels-used-for)

- [‹ Prev‹ Prev](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=5#product-list)
- [1](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score#product-list)
- [2](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=2#product-list)
- [3](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=3#product-list)
- [4](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=4#product-list)
- [5](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=5#product-list)
- 6
- [7](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=7#product-list)
- [8](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=8#product-list)
- [9](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=9#product-list)
- [10](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=10#product-list)
- …
- [19](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=19#product-list)
- [20](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=20#product-list)
- [Next ›Next ›](/categories/predictive-analytics?hsCtaTracking=59ff82f1-4345-49a0-a6cc-23865c443e25%7Cf82c43fd-2d75-4271-b26a-ef01613ba3e1&order=g2_score&page=7#product-list)

Spotlight Categories

[Digital Adoption Platforms](https://www.g2.com/categories/digital-adoption-platform)

[ERP Systems](https://www.g2.com/categories/erp-systems)

[A/B Testing Tools](https://www.g2.com/categories/a-b-testing-tools)

[Third Party & Supplier Risk Management Software](https://www.g2.com/categories/third-party-supplier-risk-management)

[Robotic Process Automation (RPA) Software](https://www.g2.com/categories/robotic-process-automation-rpa)

Similar Categories

- [Agentic Analytics](/categories/agentic-analytics)
- [AI Search and Discovery Platforms](/categories/ai-search-and-discovery-platforms)
- [Analytics Platforms](/categories/analytics-platforms)
- [Business Intelligence](/categories/business-intelligence)
- [Data Virtualization](/categories/data-virtualization)

- [Drone Analytics](/categories/drone-analytics)
- [Enterprise Search Software](/categories/enterprise-search-software)
- [Graph Visualization Tools](/categories/graph-visualization-tools)
- [Insight Engines](/categories/insight-engines)
- [Other Analytics](/categories/other-analytics)

- [Site Search Software](/categories/site-search-software)
- [Statistical Analysis](/categories/statistical-analysis)
- [Text Analysis](/categories/text-analysis)
- [Time Series Intelligence](/categories/time-series-intelligence)
- [Visitor Behavior Intelligence](/categories/visitor-behavior-intelligence)

[Browse Predictive Analytics Themes](/categories/predictive-analytics/themes)

 ![Bijou Barry](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bijou Barry")
BB

Researched and written by [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)

Updated October 29, 2024

Predictive analytics software mines and analyzes historical data patterns to predict future outcomes by extracting information from data sets to determine patterns and trends. Using a range of statistical analysis and algorithms, analysts use predictive analytics tools to build decision models, which business managers can use to plan for the best possible outcome. Analysts, business users, data scientists, and developers all use predictive analytics solutions to better understand customers, products, and partners and to identify potential risks and opportunities for a company.

Predictive analytics platforms enable organizations to use big data (both stored and real-time) to move from a historical view to a forward-looking perspective of the customer. These tools and techniques can be deployed both on premise (usually for enterprise users) and in the cloud. While the majority of predictive analytics software is proprietary, versions that are based on open-source technology do exist. Recent trends in software for predictive analytics show its integration with [business intelligence platforms](https://www.g2.com/categories/business-intelligence-platforms), [ERP systems](https://www.g2.com/categories/erp-systems), or other [digital analytics software](https://www.g2.com/categories/digital-analytics).

To qualify for inclusion in the Predictive Analytics category, a product must:

- Mine and analyze structured and/or unstructured data 
- Create datasets and/or data visualizations from compiled data 
- Create predictive models to forecast future probabilities 
- Adapt to change and revisions 
- Allow import and export from office suites or other data-collecting channels 

Show More