# Best Predictive Analytics Tools and Software - Page 2

## 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**

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[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=2026-08-09T20%3A03%3A50Z&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=20177&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%3D2&secure%5Btoken%5D=c5649a26bddcab82b79a30fa57cd6aec87704f9904ea03534437e14e333844aa&secure%5Burl%5D=https%3A%2F%2Faws.amazon.com%2Fopensearch-service%2Ffeatures%2Fserverless%2F%3Ftrk%3De8fc5908-35b1-4de0-aeb2-52b1ab2ed4be%26sc_channel%3Ddisplay%2Bads&secure%5Burl_type%5D=custom_url)

### [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews)

Minitab Statistical Software is a comprehensive data analysis and statistical solution designed to assist users in exploring data, identifying trends, and making informed, data-driven decisions. This software caters to a diverse audience, ranging from beginners to seasoned analysts, by combining powerful statistical methods with an intuitive interface. This design approach simplifies complex analyses while ensuring depth and accuracy are not compromised. The capabilities of Minitab are extensive, encompassing a variety of statistical techniques such as descriptive statistics, hypothesis testing, regression analysis, ANOVA, time series analysis, design of experiments (DOE), reliability analysis, and predictive analytics. The software's guided workflows and Assistant feature are particularly beneficial, as they help users select appropriate tools, interpret results effectively, and communicate findings in a clear manner. This accessibility makes advanced analytics feasible for users across different skill levels, promoting a culture of data-driven decision-making within organizations. Minitab is available in both desktop and cloud-based versions, providing users with the flexibility to work from various locations while ensuring secure access to their data and analyses. The cloud version enhances collaboration among teams by allowing them to share projects and standardize analyses without the need for local installation. This feature is particularly advantageous for organizations with remote teams or those looking to streamline their analytical processes. The software also includes built-in data preparation tools that facilitate the cleaning and organization of data, which is crucial for accurate analysis. Furthermore, Minitab seamlessly integrates with other Minitab solutions and supports quality improvement methodologies such as Six Sigma. This integration helps organizations enhance their processes, reduce variation, and achieve measurable business outcomes. By providing a robust suite of tools and features, Minitab Statistical Software stands out as a valuable resource for organizations aiming to leverage data for strategic advantage.

**Average Rating:** 4.6/5.0

**Total Reviews:** 221

#### How Do G2 Users Rate Minitab Statistical Software?

- **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 8.9/10)
- **AI Text Summarization:** 7.4/10 (Category avg: 8.1/10)
- **Algorithms:** 8.3/10 (Category avg: 8.5/10)
- **AI Text Generation:** 7.3/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Minitab Statistical Software?

- **Seller:** [Minitab](https://www.g2.com/sellers/minitab-14ca02fe-fdeb-44c4-b0db-904058d0221b)
- **Company Website:** www.minitab.com
- **Year Founded:** 1972
- **HQ Location:** State College, Pennsylvania, United States
- **Twitter:** @Minitab  
5,017 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cb9bbbc84603b103c610db9cca13accdfdb6a18a954c1f68118a9aa45ae7e250&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F39142%2F&secure%5Burl_type%5D=linkedin_company_website)  
732 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Quality Manager
- **Top Industries:** Automotive, Manufacturing
- **Company Size:** 46% Large, 32% Medium

#### What Do G2 Reviewers Say About Minitab Statistical Software?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **ease of use** of Minitab, highlighting its intuitive interface and helpful resources for efficient analysis.
- Users praise Minitab for its **ease of use** , enhancing their overall data analysis experience significantly.
- Users value the **helpful guides and assistants** in Minitab, enhancing their data analysis experience significantly.
- Users value Minitab for its **comprehensive tools** that enhance data-driven decision-making in manufacturing and quality analysis.
- Users value Minitab's **robust analysis capabilities** , making statistical data processing straightforward and effective for decision-making.

##### Cons

- Users find the **licensing fees expensive** , especially when usage is intermittent and features are underutilized.
- Users find a **steep learning curve** with Minitab, highlighting the need for better training resources and usability improvements.
- Users find Minitab's **complexity** challenging due to issues with hidden variables and clunky data manipulation features.
- Users find Minitab’s interface **not user-friendly** , as confusing menus and outdated design hinder ease of use.
- Users face **data management issues** in Minitab, complicating analysis and requiring re-runs with updated datasets.

#### What Are Recent G2 Reviews of Minitab Statistical Software?

**["Audit-Ready Trend Analysis and Clear Statistical Outputs for APQR"](https://www.g2.com/survey_responses/minitab-statistical-software-review-12736010)**

**Rating:** 4.0/5.0 stars

_— Ajay K._

[Read full review](https://www.g2.com/survey_responses/minitab-statistical-software-review-12736010)

**["Minitab’s DOE Wizard Makes Complex Experiments Fast and Straightforward"](https://www.g2.com/survey_responses/minitab-statistical-software-review-13070943)**

**Rating:** 5.0/5.0 stars

_— Nikhil C._

[Read full review](https://www.g2.com/survey_responses/minitab-statistical-software-review-13070943)

#### What Are G2 Users Discussing About Minitab Statistical Software?

- [What improvements would you suggest for Minitab to better meet your data analysis needs?](https://www.g2.com/discussions/what-improvements-would-you-suggest-for-minitab-to-better-meet-your-data-analysis-needs)
- [What is Minitab Statistical Software used for?](https://www.g2.com/discussions/what-is-minitab-statistical-software-used-for) - 1 comment
- [Is Minitab free for students?](https://www.g2.com/discussions/minitab-statistical-software-is-minitab-free-for-students) - 2 comments
- [Is Minitab free for students?](https://www.g2.com/discussions/is-minitab-free-for-students)
- [What Minitab 19?](https://www.g2.com/discussions/minitab-statistical-software-what-minitab-19)

### [Salesloft](https://www.g2.com/products/salesloft/reviews)

Clari + Salesloft is a category-transforming AI company architecting the future of revenue. By building the world’s first Predictive Revenue System, we help organizations move beyond fragmented applications and systems of record to a model that continuously drives and adapts revenue execution. Our platform captures deal data signals, and uses tailor-built AI to create the right context and drive action across sales teams. Instead of disconnected insights and siloed workflows, sales teams operate with shared understanding, faster decisions, and execution that stays aligned to the business. Trusted by thousands of enterprises including Adobe, 3M, IBM, and Zoom, Clari + Salesloft powers the forecast, surfaces pipeline risk, and drives proactive execution—returning thousands of hours to the field and enabling predictable, scalable growth.

**Average Rating:** 4.5/5.0

**Total Reviews:** 4,153

#### How Do G2 Users Rate Salesloft?

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

#### Who Is the Company Behind Salesloft?

- **Seller:** [Salesloft](https://www.g2.com/sellers/salesloft)
- **Company Website:** salesloft.com
- **Year Founded:** 2011
- **HQ Location:** Atlanta, GA
- **Twitter:** @Salesloft  
18,437 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1c72bf0f0f6a02380b7fe128396fa033291b10b85b3fc210dd4659ed9b53b1e3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2296178%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,098 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Account Executive, Sales Development Representative
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 56% Medium, 23% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Salesloft, enhancing their daily selling experience with a simple, organized interface.
- Users value the **seamless integration** with Salesforce, enhancing outreach efficiency and organization across teams.
- Users appreciate the **email tracking features** for easily measuring open rates and managing tasks efficiently.
- Users appreciate the **easy tracking** features of Salesloft, enhancing their efficiency in managing outreach campaigns.
- Users find Salesloft **extremely helpful** in managing pipelines and measuring engagement through open rates and templates.

##### Cons

- Users experience **call issues** with Salesloft, finding the app misaligned during calls and support inconsistent.
- Users experience **integration issues** with Salesloft, particularly with HubSpot and other platforms, affecting efficiency.
- Users find the **learning curve steep** , making initial use of Salesloft challenging and somewhat overwhelming.
- Users highlight the **limited features** of Salesloft, expressing a desire for enhanced integrations and customization options.
- Users feel Salesloft is missing **key features** like an auto-dialer and domain rotation, hindering productivity and email deliverability.

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

**["Easy-to-Use Cadences and Automation That Boost SDR Efficiency"](https://www.g2.com/survey_responses/salesloft-review-12625459)**

**Rating:** 4.5/5.0 stars

_— Verified User in Computer Software_

[Read full review](https://www.g2.com/survey_responses/salesloft-review-12625459)

**["Boosts Sales Execution with Structured Cadences and CRM-Integrated Insights"](https://www.g2.com/survey_responses/salesloft-review-12628860)**

**Rating:** 4.0/5.0 stars

_— Harrison P._

[Read full review](https://www.g2.com/survey_responses/salesloft-review-12628860)

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

- [What innovative strategies are sales teams adopting with Salesloft to enhance customer engagement and sales effectiveness?](https://www.g2.com/discussions/what-innovative-strategies-are-sales-teams-adopting-with-salesloft-to-enhance-customer-engagement-and-sales-effectiveness)
- [How is Salesloft being used to enhance operational efficiency and user experience in its specific field?](https://www.g2.com/discussions/how-is-salesloft-being-used-to-enhance-operational-efficiency-and-user-experience-in-its-specific-field) - 1 comment
- [What is Salesloft used for?](https://www.g2.com/discussions/salesloft-what-is-salesloft-used-for) - 1 comment
- [How much does SalesLoft cost?](https://www.g2.com/discussions/how-much-does-salesloft-cost)
- [Is SalesLoft a CRM?](https://www.g2.com/discussions/is-salesloft-a-crm) - 6 comments, 1 upvote

### [Pecan](https://www.g2.com/products/pecan/reviews)

Pecan AI is a predictive analytics platform that helps business teams understand what’s likely to happen next, while there is still time to act. With Pecan’s Predictive AI Agent, teams can turn business questions into reliable predictions for use cases like customer churn, demand forecasting, and lifetime value, without relying on long, complex data science projects. The platform automatically handles data preparation, feature engineering, modeling, validation, and delivery, and provides transparent, explainable predictions that integrate into tools like Salesforce, HubSpot, Snowflake, and BI systems to drive real business outcomes.

**Average Rating:** 4.7/5.0

**Total Reviews:** 37

#### How Do G2 Users Rate Pecan?

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 8.9/10)
- **Algorithms:** 8.6/10 (Category avg: 8.5/10)
- **AI Text Generation:** 8.1/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Pecan?

- **Seller:** [Pecan.ai](https://www.g2.com/sellers/pecan-ai)
- **Company Website:** www.pecan.ai
- **Year Founded:** 2018
- **HQ Location:** US, Israel
- **Twitter:** @pecan\_ai  
1,135 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2d78b1b29b723df847ea1555f4d071a4e25f46a72c388bbee31fa8710688d47a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpecan-ai%2F&secure%5Burl_type%5D=linkedin_company_website)  
89 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Retail, Computer Software
- **Company Size:** 53% Medium, 23% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Pecan, allowing simple model building without requiring deep technical skills.
- Users praise Pecan's **excellent customer support** , emphasizing prompt assistance and valuable guidance throughout their learning process.
- Users highlight the **speed of development** with Pecan, reducing model creation from months to weeks efficiently.
- Users value Pecan's **exceptional problem-solving support** , enhancing their ability to leverage data for actionable insights.
- Users highlight the **implementation ease** of Pecan, facilitating swift model deployment and enhancing productivity significantly.

##### Cons

- Users experience a **steep learning curve** with Pecan, requiring at least intermediate SQL knowledge to navigate effectively.
- Users desire **deeper control over model selection and custom optimization metrics** , finding the auto-selection process limiting.
- Users feel the **limited model customization** restricts their ability to tailor solutions for specific use cases effectively.
- Users experience a **steep learning curve** initially, particularly with data structure and SQL understanding required.
- Users express a desire for **limited customization** , wishing for more control over model selection and optimization metrics.

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

**["Intuitive Platform with Exceptional Support"](https://www.g2.com/survey_responses/pecan-review-12654479)**

**Rating:** 5.0/5.0 stars

_— J G._

[Read full review](https://www.g2.com/survey_responses/pecan-review-12654479)

**["Fast Path to a Working Model with Hands-On Pecan Support"](https://www.g2.com/survey_responses/pecan-review-13219332)**

**Rating:** 4.5/5.0 stars

_— Verified User in Computer Software_

[Read full review](https://www.g2.com/survey_responses/pecan-review-13219332)

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

GoodData is the full-stack, AI-native decision intelligence platform that helps businesses turn data into actionable, enterprise-grade insights. Designed for governed, scalable analytics, GoodData enables organizations to build, operationalize, and embed decisions, workflows, and AI agents directly within products and business workflows. The platform combines Analytics as Code, a governed semantic and metrics layer, APIs, SDKs, and open AI interoperability to help teams create composable analytics and AI experiences across products, workflows, and customer environments. From embedded analytics and dashboards to assistants, AI workflows, and interoperable agents, GoodData gives teams the foundation to move from insight to action with governance, performance, and deployment flexibility built in. Today, GoodData serves over 140,000 companies and 3.2 million users worldwide.

**Average Rating:** 4.3/5.0

**Total Reviews:** 593

#### How Do G2 Users Rate GoodData.AI?

- **Has the product been a good partner in doing business?:** 8.4/10 (Category avg: 8.9/10)
- **Algorithms:** 6.7/10 (Category avg: 8.5/10)

#### Who Is the Company Behind GoodData.AI?

- **Seller:** [GoodData.AI](https://www.g2.com/sellers/gooddata-ai)
- **Company Website:** www.gooddata.ai
- **Year Founded:** 2007
- **HQ Location:** San Francisco, CA
- **Twitter:** @gooddata  
1 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e5a1c6cbfee9b89e71cb10716afc3c0457a18ef9dc9fabd21bb732987bcd600a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F202760%2F&secure%5Burl_type%5D=linkedin_company_website)  
290 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Analyst, Product Manager
- **Top Industries:** Computer Software, Consumer Services
- **Company Size:** 44% Medium, 40% Small

#### What Do G2 Reviewers Say About GoodData.AI?

_AI-generated summary from verified user reviews_

##### Pros

- Users find the **ease of use** of GoodData.AI impressive, with an intuitive interface that enhances their business operations.
- Users appreciate the **easy-to-use data visualization** features of GoodData.AI, enhancing accessibility for trend analysis and reporting.
- Users value the **quick integration** of GoodData.AI, enhancing workflow with seamless connections to various systems.
- Users highlight the **intuitive user interface** of GoodData.AI, making it easy for newcomers to utilize its features.
- Users value the **customization capabilities** of GoodData.AI, enhancing flexibility and enabling tailored business insights.

##### Cons

- Users find the **learning curve steep** for GoodData.AI, especially for those unfamiliar with data modeling concepts.
- Users find **learning GoodData.AI challenging** , especially those with backgrounds in non-relational databases, due to its complexity.
- Users find the **missing features** of GoodData.AI frustrating, limiting customization and functionality for workflows and graphics.
- Users find GoodData.AI's interface **complex** , especially when dealing with advanced features and data relationships.
- Users find the **limited customization** options in GoodData.AI restrictive, hindering their ability to tailor the product effectively.

#### What Are Recent G2 Reviews of GoodData.AI?

**["Mosaic & Semantic Layer Unite Our Data, Plus Helpful AI Dashboard Suggestions"](https://www.g2.com/survey_responses/gooddata-ai-review-12912613)**

**Rating:** 5.0/5.0 stars

_— Jeff P._

[Read full review](https://www.g2.com/survey_responses/gooddata-ai-review-12912613)

**["Flexible and powerful platform for embedded analytics"](https://www.g2.com/survey_responses/gooddata-ai-review-11210819)**

**Rating:** 4.0/5.0 stars

_— Gina H._

[Read full review](https://www.g2.com/survey_responses/gooddata-ai-review-11210819)

### [Microland smartThink](https://www.g2.com/products/microland-smartthink/reviews)

Manage IT specific issues around networks, servers, storage, applications, middleware, IoT, cloud deployments, etc., with real-time data analysis and correlation

**Average Rating:** 4.7/5.0

**Total Reviews:** 10

#### How Do G2 Users Rate Microland smartThink?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.9/10)
- **AI Text Summarization:** 9.0/10 (Category avg: 8.1/10)
- **Algorithms:** 8.5/10 (Category avg: 8.5/10)
- **AI Text Generation:** 9.4/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Microland smartThink?

- **Seller:** [Microland](https://www.g2.com/sellers/microland-1ab552b6-0e70-41c3-8841-1de035fc3822)
- **Year Founded:** 1989
- **HQ Location:** Bangalore
- **Twitter:** @MicrolandLtd  
2,252 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d042bb76dcddd932c8188c0e1d378fc74eb7535686184a37af1b353f8645844b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmicroland&secure%5Burl_type%5D=linkedin_company_website)  
6,520 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 40% Large, 30% Small

#### What Do G2 Reviewers Say About Microland smartThink?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **business growth opportunities** provided by Microland smartThink, promoting learning and career advancement.
- Users value the **customizable dashboard** of Microland smartThink, enhancing user-friendliness and supporting career development.
- Users value the **user-friendly customizable dashboard** of Microland smartThink, enhancing their learning and career growth opportunities.
- Users praise the **ease of learning** with Microland smartThink, facilitating career growth and customization.
- Users praise the **user-friendly customizable dashboard** , enhancing learning opportunities and supporting career growth.

##### Cons

- Users often face **compatibility issues** with Microland smartThink, which impacts ease of use and integration.
- Users feel the product has **cost issues** that hinder their experience and value compared to alternatives.
- Users feel there is a **lack of guidance** with Microland smartThink, hindering effective use of the product.

#### What Are Recent G2 Reviews of Microland smartThink?

**["Great Productive career growth firm"](https://www.g2.com/survey_responses/microland-smartthink-review-9997112)**

**Rating:** 5.0/5.0 stars

_— Junaid Siddiqui M._

[Read full review](https://www.g2.com/survey_responses/microland-smartthink-review-9997112)

**["Microland smartThink is not the only option for Predictive Analytics Software."](https://www.g2.com/survey_responses/microland-smartthink-review-10232265)**

**Rating:** 5.0/5.0 stars

_— Ramesh C._

[Read full review](https://www.g2.com/survey_responses/microland-smartthink-review-10232265)

### [APEX](https://www.g2.com/products/leandna-apex/reviews)

APEX by LeanDNA is the factory-focused platform for AI-powered expert execution to establish command of supply planning and materials management. It powers optimized decisions and operations through materials visibility, predictive insights, supplier collaboration, and recommended actions. APEX synchronizes people, materials, and sites with data centralization, AI, and machine learning to analyze supply conditions, predict risks, connect across suppliers, and outline the best actions to protect and optimize production. With core capabilities spanning data visibility and AI, supply insights, procurement management, and inventory optimization, APEX transforms fragmented data into supply chain intelligence that drives confident, precise execution. Teams eliminate operational guesswork, respond faster to disruption, and improve performance with smarter prioritization and optimized supply strategies.

**Average Rating:** 4.5/5.0

**Total Reviews:** 128

#### How Do G2 Users Rate APEX?

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 8.9/10)
- **AI Text Summarization:** 6.3/10 (Category avg: 8.1/10)
- **Algorithms:** 7.6/10 (Category avg: 8.5/10)
- **AI Text Generation:** 6.2/10 (Category avg: 8.1/10)

#### Who Is the Company Behind APEX?

- **Seller:** [LeanDNA](https://www.g2.com/sellers/leandna)
- **Company Website:** www.leandna.com
- **Year Founded:** 2014
- **HQ Location:** Austin, Texas, United States
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d34be90d5b6e87de867456b05baa576fbc09611210a3651304fe6e5b4956a546&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fleandna%2F&secure%5Burl_type%5D=linkedin_company_website)  
91 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Approvisionneur
- **Top Industries:** Manufacturing, Aviation & Aerospace
- **Company Size:** 51% Medium, 38% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of APEX, benefiting from intuitive features and excellent support.
- Users praise the **fast and responsive customer support** , ensuring smooth implementation and ongoing assistance with LeanDNA.
- Users value the **effective inventory management** features of APEX, enhancing supply chain visibility and risk anticipation.
- Users value the **great visibility and structure** LeanDNA provides, enhancing supplier follow-up and performance monitoring.
- Users find APEX's **time-saving features** invaluable, enhancing efficiency with intuitive workflows and advanced analytics.

##### Cons

- Users struggle with the **complex usability** of APEX, finding self-editing and integration challenging without external help.
- Users find the **limited customization** of APEX restrictive, impacting their ability to tailor the product to specific needs.
- Users find the **missing filtering options** in APEX limiting, impacting their analysis and decision-making capabilities.
- Users note that **data inaccuracies** persist as APEX's implementation continues, impacting the reliability of reports and information.
- Users find the **learning curve steep** , but support helps navigate the complexity over time.

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

**["Insightful Dashboard and Real-Time Updates, But Needs Better Warehouse KPIs"](https://www.g2.com/survey_responses/apex-review-11848758)**

**Rating:** 5.0/5.0 stars

_— Michael T._

[Read full review](https://www.g2.com/survey_responses/apex-review-11848758)

**["Plan based on data? With LeanDNA, it's easy!"](https://www.g2.com/survey_responses/apex-review-11331720)**

**Rating:** 4.5/5.0 stars

_— Luiz G._

[Read full review](https://www.g2.com/survey_responses/apex-review-11331720)

### [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews)

Qlik Sense empowers people to make better data-driven decisions and take action. The solution provides augmented analytics for every business need from visualization and dashboards to natural language analytics, custom and embedded analytics, reporting and alerting. Our unique associative technology enhances human intuition with AI-powered insights, offering unmatched capabilities for combining data and exploring information. It indexes the associations in your data, and exposes related and unrelated values as you click, revealing hidden insights that would be missed by query-based tools. And it performs calculations as fast as you can think. Qlik Sense helps users move from passive to active analytics for real-time collaboration and action. And you get robust data integration, application automation and the convenience of SaaS with hybrid multi-cloud capabilities. See why we’ve been named a Gartner Magic Quadrant Leader for Analytics and BI platforms for 11 years in a row. Visit us at [https://www.qlik.com/us/](-%09https://www.qlik.com/us/products/qlik-sense?utm_medium=referral&utm_source=G2&utm_team=DIG&utm_term=QlikSense&utm_mpt_id=CKMP5D)

**Average Rating:** 4.4/5.0

**Total Reviews:** 763

#### How Do G2 Users Rate Qlik Sense?

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

#### Who Is the Company Behind Qlik Sense?

- **Seller:** [Qlik](https://www.g2.com/sellers/qlik)
- **Year Founded:** 1993
- **HQ Location:** Radnor, PA
- **Twitter:** @qlik  
64,130 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cd147c14c7daf80e08bf113d2cae24ca3693e49a87c147350c31e8b0961c7297&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10162%2F&secure%5Burl_type%5D=linkedin_company_website)  
4,551 employees on LinkedIn®
- **Phone:** 1 (888) 994-9854

#### Who Uses This Product?

- **Who Uses This:** Consultant, Analyst
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 41% Large, 41% Medium

#### What Do G2 Reviewers Say About Qlik Sense?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **ease of use** of Qlik Sense, appreciating its user-friendly interface and seamless data integration.
- Users value the **robust data visualization capabilities** in Qlik Sense, enhancing insight generation from diverse data sources.
- Users value the **rapid development capabilities** of Qlik Sense, enabling quick creation of insightful analytics applications.
- Users value the **robust data visualization capabilities** of Qlik Sense, enhancing insights and facilitating data integration effortlessly.
- Users praise the **versatile tools** of Qlik Sense, enabling effective data integration and insightful analytics at all levels.

##### Cons

- Users note the **limited features** of Qlik Sense, particularly regarding custom visuals and dashboard development ease.
- Users miss the **ability to add personal objects** and static report features in Qlik Sense SaaS compared to on-premise.
- Users find Qlik Sense to be **expensive** , which affects its accessibility and overall value for data analytics.
- Users are frustrated with **manual data management tasks** , wishing for more automation and better data organization in Qlik Sense.
- Using Qlik Sense involves a steep **learning curve** , making it challenging for beginners to utilize effectively.

#### What Are Recent G2 Reviews of Qlik Sense?

**["Intuitive Data Exploration and Dashboards with Qlik Sense’s Associative Model"](https://www.g2.com/survey_responses/qlik-sense-review-12963425)**

**Rating:** 4.5/5.0 stars

_— Suman K._

[Read full review](https://www.g2.com/survey_responses/qlik-sense-review-12963425)

**["Visually Stunning, Excel-Like Ease on Web"](https://www.g2.com/survey_responses/qlik-sense-review-12727600)**

**Rating:** 4.0/5.0 stars

_— Adnan J._

[Read full review](https://www.g2.com/survey_responses/qlik-sense-review-12727600)

#### What Are G2 Users Discussing About Qlik Sense?

- [What is Qlik Sense used for?](https://www.g2.com/discussions/what-is-qlik-sense-used-for)
- [What is QlikView used for?](https://www.g2.com/discussions/what-is-qlikview-used-for)
- [What is the difference between QlikView and qlik sense?](https://www.g2.com/discussions/what-is-the-difference-between-qlikview-and-qlik-sense) - 1 comment
- [Is qlik sense good?](https://www.g2.com/discussions/is-qlik-sense-good) - 1 comment
- [What can qlik sense do?](https://www.g2.com/discussions/what-can-qlik-sense-do) - 1 comment

### [JMP](https://www.g2.com/products/jmp/reviews)

JMP, data analysis software for Mac and Windows, combines the strength of interactive visualization with powerful statistics. Importing and processing data is easy. The drag-and-drop interface, dynamically linked graphs, libraries of advanced analytic functionality, scripting language and ways of sharing findings with others, allows users to dig deeply into their data, with greater ease and speed. Originally developed in the 1980’s to capture the new value in GUI for personal computers, JMP remains dedicated to adding cutting-edge statistical methods and special analysis techniques from a variety of industries to the software’s functionality with each release. The organization's founder, John Sall, still serves as Chief Architect. To see a full list of data connectors please visit https://www.jmp.com/en/software/analytic-workflow/data-connectors

**Average Rating:** 4.5/5.0

**Total Reviews:** 206

#### How Do G2 Users Rate JMP?

- **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:** 8.7/10 (Category avg: 8.5/10)
- **AI Text Generation:** 10.0/10 (Category avg: 8.1/10)

#### Who Is the Company Behind JMP?

- **Seller:** [JMP Statistical Discovery](https://www.g2.com/sellers/jmp-statistical-discovery)
- **Company Website:** www.jmp.com
- **Year Founded:** 1989
- **HQ Location:** Cary, North Carolina
- **Twitter:** @JMP\_software  
2,760 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a5b238b47afaf2f1b9c83326d0e36000e3d522fbd70a573fbdb3bfb9a240495e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fjmp%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,031 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Student
- **Top Industries:** Higher Education, Information Technology and Services
- **Company Size:** 42% Large, 33% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of JMP, allowing for simple data exploration and visualization without complicated coding.
- Users love the **easy and interactive data visualization** in JMP, making pattern recognition and analysis simple and efficient.
- Users appreciate the **ease of statistical analysis** in JMP, enabling seamless data exploration and trend visualization.
- Users praise JMP for its **easy data visualization** , allowing intuitive exploration and clear presentation of trends.
- Users appreciate the **intuitive and interactive interface** of JMP, enhancing data analysis and visualization experiences seamlessly.

##### Cons

- Users find JMP **expensive** , making it challenging for smaller users to justify its cost compared to alternatives.
- Users note a significant **learning curve** with JMP, making it challenging for beginners to navigate effectively.
- Users feel a **limited flexibility** in JMP, especially regarding integration and available models for analysis.
- Users find the **learning difficulty** significant due to an overwhelming interface and a steep learning curve for advanced features.
- Users find **limitations in storage** and model availability in JMP, hindering their multivariate analysis efforts.

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

**["JMP Software: Good Tool, Few Downsides"](https://www.g2.com/survey_responses/jmp-review-11188568)**

**Rating:** 4.0/5.0 stars

_— Verified User in Pharmaceuticals_

[Read full review](https://www.g2.com/survey_responses/jmp-review-11188568)

**["Intuitive Visual Analytics, Powerful Tools—But Resource-Heavy and Pricey"](https://www.g2.com/survey_responses/jmp-review-11859383)**

**Rating:** 4.5/5.0 stars

_— Ganesh W._

[Read full review](https://www.g2.com/survey_responses/jmp-review-11859383)

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

- [What is JMP used for?](https://www.g2.com/discussions/what-is-jmp-used-for) - 1 comment
- [Who uses JMP?](https://www.g2.com/discussions/who-uses-jmp) - 3 comments
- [Is JMP software validated?](https://www.g2.com/discussions/is-jmp-software-validated) - 1 comment
- [What is the difference between JMP and JMP Pro?](https://www.g2.com/discussions/what-is-the-difference-between-jmp-and-jmp-pro)
- [What is JMP software used for?](https://www.g2.com/discussions/what-is-jmp-software-used-for) - 1 comment

### [Qlik Predict](https://www.g2.com/products/qlik-predict/reviews)

Qlik AutoML (automated machine learning) brings AI-generated machine learning models and predictive analytics directly to your organization’s larger community of analytics users and teams, in a simple user experience focused on augmenting their intuition through machine intelligence. With AutoML, you can easily generate machine learning models, make predictions, and plan decisions – all within an intuitive, code-free user interface. Machine learning (ML) is a branch of artificial intelligence (AI) focused on the process of recognizing patterns in historical data to predict outcomes in the future. ML uses historically observed data as an input, applies a mathematical process against that data, and creates an output called a machine learning model based on patterns in historical data. This model can then be used to make future predictions and test scenarios.

**Average Rating:** 4.4/5.0

**Total Reviews:** 78

#### How Do G2 Users Rate Qlik Predict?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.9/10)
- **AI Text Summarization:** 6.7/10 (Category avg: 8.1/10)
- **Algorithms:** 8.2/10 (Category avg: 8.5/10)
- **AI Text Generation:** 6.7/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Qlik Predict?

- **Seller:** [Qlik](https://www.g2.com/sellers/qlik)
- **Year Founded:** 1993
- **HQ Location:** Radnor, PA
- **Twitter:** @qlik  
64,130 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cd147c14c7daf80e08bf113d2cae24ca3693e49a87c147350c31e8b0961c7297&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10162%2F&secure%5Burl_type%5D=linkedin_company_website)  
4,551 employees on LinkedIn®
- **Phone:** 1 (888) 994-9854

#### Who Uses This Product?

- **Who Uses This:** Data Analyst
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 38% Large, 31% Small

#### What Do G2 Reviewers Say About Qlik Predict?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **automation features** of Qlik Predict, enabling quick and easy model building without extensive technical skills.
- Users appreciate the **ease of use** of Qlik Predict, experiencing an intuitive no-code interface for hassle-free implementation.
- Users value the **seamless AI integration** of Qlik Predict, enhancing efficiency in building and deploying predictive models.
- Users appreciate the **intuitive no-code interface** of Qlik Predict, enabling quick model creation without technical expertise.
- Users praise the **user-friendly AI capabilities** of Qlik Predict, enabling easy implementation of predictive models without coding.

##### Cons

- Users find the **limited customization** of Qlik Predict restricts advanced functionalities and deployment flexibility.
- Users face **deployment issues** with Qlik Predict, as options are limited and lack flexibility for external integrations.
- Users note the **limited features** of Qlik Predict, especially in customization and deployment flexibility for advanced needs.
- Users must have **required knowledge of data science** to effectively optimize models and interpret results with Qlik Predict.
- Users find the **tool limitations** of Qlik Predict restrict customization and flexibility for advanced model development.

#### What Are Recent G2 Reviews of Qlik Predict?

**["Describe your experience in one short sentence."](https://www.g2.com/survey_responses/qlik-predict-review-11007278)**

**Rating:** 5.0/5.0 stars

_— Cristian C._

[Read full review](https://www.g2.com/survey_responses/qlik-predict-review-11007278)

**["Qlik AutoML"](https://www.g2.com/survey_responses/qlik-predict-review-11001365)**

**Rating:** 4.0/5.0 stars

_— Anju P._

[Read full review](https://www.g2.com/survey_responses/qlik-predict-review-11001365)

#### What Are G2 Users Discussing About Qlik Predict?

- [How does the NZXT Kraken work?](https://www.g2.com/discussions/how-does-the-nzxt-kraken-work)
- [Is the NZXT Kraken water cooling?](https://www.g2.com/discussions/is-the-nzxt-kraken-water-cooling)
- [Which NZXT Kraken is the best?](https://www.g2.com/discussions/which-nzxt-kraken-is-the-best)
- [Does the NZXT Kraken come with fans?](https://www.g2.com/discussions/does-the-nzxt-kraken-come-with-fans)

### [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews)

Altair AI Studio (formerly RapidMiner Studio) is a data science tool that anyone can use to design and prototype highly explainable AI and machine learning models that help build trust throughout an organization. Altair AI Studio includes: - Full generative AI functionality with access to hundreds of large language models (LLMs). - Intuitive and powerful drag-and-drop canvases that give users code-like control without complexity. - Award-winning auto ML with automated clustering, predictive modeling, feature engineering, and time series forecasting. - Data connectivity, exploration, and preparation. - Deploy and manage AI projects and models at enterprise scale. - Collaborate with team members in the same environment without having to worry about overwriting each other's work. - Unify the entire data science lifecycle from data exploration and machine learning to model operations and visualization and deploy in the cloud. Altair AI Studio helps users make powerful insights accessible to the entire organization and can scale seamlessly for users and enterprises. Altair AI studio enables organizations to derive significant value from AI with minimal cost and operational impact.

**Average Rating:** 4.6/5.0

**Total Reviews:** 503

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

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.9/10)
- **AI Text Summarization:** 6.9/10 (Category avg: 8.1/10)
- **Algorithms:** 8.6/10 (Category avg: 8.5/10)
- **AI Text Generation:** 7.2/10 (Category avg: 8.1/10)

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

- **Seller:** [Altair](https://www.g2.com/sellers/altair-186799f5-3238-493f-b3ad-b8cac484afd7)
- **Company Website:** www.altair.com
- **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

#### Who Uses This Product?

- **Who Uses This:** Student, Data Scientist
- **Top Industries:** Higher Education, Education Management
- **Company Size:** 42% Small, 31% Large

#### What Do G2 Reviewers Say About Altair AI Studio?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Altair AI Studio, benefiting from its intuitive drag-and-drop interface.
- Users value the **ease of using machine learning without coding** , making it accessible and beneficial for education and organizations.
- Users value the **seamless AI integration** of Altair AI Studio, enhancing decision making and efficiency in data analysis.
- Users value the **advanced machine learning and analytics** in Altair AI Studio, enhancing decision-making and efficiency.
- Users value the **automation features** of Altair AI Studio, streamlining processes and enhancing data analysis efficiency.

##### Cons

- Users find the **complexity** of Altair AI Studio challenging, especially with integration and performance issues.
- Users often face **slow performance with large datasets** , which can impact their overall experience with Altair AI Studio.
- Users report experiencing **slow performance** with Altair AI Studio, especially when working with large or complex datasets.
- Users find the **complexity issues** of Altair AI Studio frustrating, especially due to limited support in Japanese.
- Users find the **complex usage** of Altair AI Studio challenging due to steep learning curves and limited documentation.

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

**["Empowers AI Development with Ease"](https://www.g2.com/survey_responses/altair-ai-studio-review-13205589)**

**Rating:** 4.0/5.0 stars

_— Vivek C._

[Read full review](https://www.g2.com/survey_responses/altair-ai-studio-review-13205589)

**["Great tool for easy data analysis and testing of AI models"](https://www.g2.com/survey_responses/altair-ai-studio-review-12942088)**

**Rating:** 4.5/5.0 stars

_— Sanjeet S._

[Read full review](https://www.g2.com/survey_responses/altair-ai-studio-review-12942088)

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

- [What is RapidMiner used for?](https://www.g2.com/discussions/what-is-rapidminer-used-for) - 1 comment
- [What are the data mining tools?](https://www.g2.com/discussions/what-are-the-data-mining-tools)
- [Is RapidMiner open source?](https://www.g2.com/discussions/is-rapidminer-open-source)
- [How do you use the Rapid Miner?](https://www.g2.com/discussions/how-do-you-use-the-rapid-miner)
- [Is Rapid Miner legit?](https://www.g2.com/discussions/is-rapid-miner-legit)

### [Domo](https://www.g2.com/products/domo/reviews)

Domo's AI and Data Products Platform empowers organizations to turn data into actionable insights and solutions. It allows users to seamlessly connect diverse data sources, prepare data for use, and generate dynamic reports and visualizations—all within a single interface. With built-in AI and automation capabilities, teams can easily build and use AI agents, streamline workflows, and create tailored solutions.

**Average Rating:** 4.3/5.0

**Total Reviews:** 1,049

#### How Do G2 Users Rate Domo?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Domo?

- **Seller:** [Domo](https://www.g2.com/sellers/domo)
- **Company Website:** www.domo.com
- **Year Founded:** 2010
- **HQ Location:** American Fork, UT
- **Twitter:** @Domotalk  
63,513 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=930264e423425693f202ced16a30f6d197bcd60a8bf42ced6ba13de91b09312c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F25237%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,288 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Analyst, Business Analyst
- **Top Industries:** Computer Software, Marketing and Advertising
- **Company Size:** 49% Medium, 28% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value Domo's **ease of use** , making it accessible for all, even those who aren't tech-savvy.
- Users value the **flexible dashboards** in Domo, allowing seamless data visualization from various sources.
- Users find Domo's **intuitive design** enhances data handling and decision-making, making it accessible for all skill levels.
- Users praise Domo for its **easy integrations** , enabling seamless data connections and enhancing data management efficiency.
- Users value the **seamless integration** capabilities of Domo, enhancing data management across various platforms and sources.

##### Cons

- Users find the **learning curve challenging** with Domo, often requiring dedicated resources to manage updates and functionalities.
- Users struggle with **missing features** in Domo, including outdated systems and limited capabilities in visualizations and connectors.
- Users are frustrated by **data management issues** , including upload adjustments and poor organization of datasets in Domo.
- Users find Domo to be **expensive** due to high costs associated with features and external consulting needs.
- Users find Domo's **complexity** overwhelming, requiring technical expertise and extensive setup that complicate the user experience.

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

**["Domo Turns Disconnected Reports Into a Game-Changing Sales Scorecard"](https://www.g2.com/survey_responses/domo-review-13128007)**

**Rating:** 5.0/5.0 stars

_— Renee G._

[Read full review](https://www.g2.com/survey_responses/domo-review-13128007)

**["Fast, Reliable Dashboarding with Quick Data Connections in Domo"](https://www.g2.com/survey_responses/domo-review-13150907)**

**Rating:** 4.5/5.0 stars

_— Katie S._

[Read full review](https://www.g2.com/survey_responses/domo-review-13150907)

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

- [What is Domo used for?](https://www.g2.com/discussions/what-is-domo-used-for) - 1 comment
- [How much does Domo cost?](https://www.g2.com/discussions/how-much-does-domo-cost)
- [What is Domo data?](https://www.g2.com/discussions/what-is-domo-data)
- [Is Domo any good?](https://www.g2.com/discussions/is-domo-any-good)
- [What does Domo software do?](https://www.g2.com/discussions/what-does-domo-software-do)

### [Board](https://www.g2.com/products/board/reviews)

Board is the Enterprise Planning Platform built to accelerate business performance and enable continuous planning with greater forecast accuracy to drive confident, aligned decisions. Its fully integrated planning solution spans the entire enterprise, delivering value for financial and operational planning in one unified platform. Using internal data and expert-curated external indicators, Board provides real-time visibility into your business. Board offers the most flexible, collaborative and adaptive user experience, powering executive dashboards and analytic capabilities that allows clear explanation and interpretation delivered through generative AI. This allows organizations to respond in an agile manner: capitalize on opportunities, optimize resources and mitigate risks.

**Average Rating:** 4.4/5.0

**Total Reviews:** 303

#### How Do G2 Users Rate Board?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.9/10)
- **AI Text Summarization:** 6.3/10 (Category avg: 8.1/10)
- **Algorithms:** 8.6/10 (Category avg: 8.5/10)
- **AI Text Generation:** 6.7/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Board?

- **Seller:** [Board International](https://www.g2.com/sellers/board-international)
- **Company Website:** www.board.com
- **Year Founded:** 1994
- **HQ Location:** Chiasso, Ticino
- **Twitter:** @BoardSoftware  
27,073 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f8ce543b4ab52ef9ff3a193f5b9907487af6980029b68461a54f1dd2dbee6a92&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F98246%2F&secure%5Burl_type%5D=linkedin_company_website)  
932 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer, Software Developer
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 57% Medium, 40% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find BOARD's interface **easy to use** , enabling quick report generation and seamless updates for customized solutions.
- Users value the **flexibility** of BOARD, enabling tailored solutions that adapt seamlessly to various business processes.
- Users appreciate the **flexibility and ease of integration** of Board, making data management simple and efficient.
- Users value the **efficiency** of BOARD for seamless sales, operations, and merchandising activities in one platform.
- Users value BOARD's **customization capabilities** , allowing tailored solutions that fit organizational cultures and workflows perfectly.

##### Cons

- Users experience **slow performance** with large datasets and complex setups, impacting efficiency and report creation.
- Users find the **steep learning curve** of Board frustrating, often hindering effective usage and efficiency.
- Users often find **missing features** in report creation limits their ability to effectively utilize the platform.
- Users experience **poor visualization** with Board, facing challenges in dashboard design and complex data handling.
- Users often find Board's **complexity** a challenge, especially regarding setup and performance with large datasets.

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

**["Ideal solution for improving business performance"](https://www.g2.com/survey_responses/board-review-10785693)**

**Rating:** 4.5/5.0 stars

_— Lorenzo L._

[Read full review](https://www.g2.com/survey_responses/board-review-10785693)

**["Flexible All-in-One Platform for Planning, Reporting, and Analytics"](https://www.g2.com/survey_responses/board-review-13173372)**

**Rating:** 5.0/5.0 stars

_— Constantinos A._

[Read full review](https://www.g2.com/survey_responses/board-review-13173372)

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

- [What is Board used for?](https://www.g2.com/discussions/what-is-board-used-for) - 1 upvote

### [IBM SPSS Modeler](https://www.g2.com/products/ibm-spss-modeler/reviews)

The IBM SPSS Modeler is a leading, visual data science and machine learning solution. It helps enterprises accelerate time to value and desired outcome by speeding the operational tasks for data scientists. Leading organizations worldwide rely on IBM for data discovery, predictive analytics, model management and deployment, and machine learning to monetize data assets. The IBM SPSS Modeler empowers organizations to tap data assets and modern applications with complete, out-of-box algorithms and models, suited for hybrid, multi-cloud environments with robust governance and security posture. • Take advantage of open source based innovation including R or Python • Empower data scientists of all skills – programmatic and visual • Exploit multi-cloud approach - on-prem, public or private clouds • Start small and scale to enterprise-wide, governed approach

**Average Rating:** 4.0/5.0

**Total Reviews:** 128

#### How Do G2 Users Rate IBM SPSS Modeler?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.9/10)
- **AI Text Summarization:** 7.3/10 (Category avg: 8.1/10)
- **Algorithms:** 8.0/10 (Category avg: 8.5/10)
- **AI Text Generation:** 7.3/10 (Category avg: 8.1/10)

#### Who Is the Company Behind IBM SPSS Modeler?

- **Seller:** [IBM](https://www.g2.com/sellers/ibm)
- **Year Founded:** 1911
- **HQ Location:** Armonk, New York, United States
- **Twitter:** @IBMSecurity  
74,660 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=14b544adaece4fdbc987f1d7f7028048c22259946811200cc751263825586af9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1009%2F&secure%5Burl_type%5D=linkedin_company_website)  
328,202 employees on LinkedIn®
- **Ownership:** SWX:IBM

#### Who Uses This Product?

- **Top Industries:** Higher Education, Education Management
- **Company Size:** 53% Large, 24% Medium

#### What Do G2 Reviewers Say About IBM SPSS Modeler?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **robust analytical modeling capabilities** of IBM SPSS Modeler, enhancing data manipulation and preparation tasks.
- Users value the **seamless data connectivity** of IBM SPSS Modeler, enabling efficient data manipulation and analytical modeling.
- Users value the **seamless data access** of IBM SPSS Modeler, allowing efficient data manipulation and integration.
- Users value the **seamless data connection** in IBM SPSS Modeler, enhancing efficiency in data manipulation and analysis.
- Users value the **seamless data connectivity and robust analytics** of IBM SPSS Modeler for efficient data manipulation.

##### Cons

- Users find the **licensing costs** of IBM SPSS Modeler to be excessively high for each user.
- Users are frustrated by the **expensive licensing** costs, which make the product less accessible for teams.

#### What Are Recent G2 Reviews of IBM SPSS Modeler?

**["The best application for market research"](https://www.g2.com/survey_responses/ibm-spss-modeler-review-8095256)**

**Rating:** 4.0/5.0 stars

_— Basil E._

[Read full review](https://www.g2.com/survey_responses/ibm-spss-modeler-review-8095256)

**["Seamless Data Integration and Powerful Analytics"](https://www.g2.com/survey_responses/ibm-spss-modeler-review-12103509)**

**Rating:** 4.5/5.0 stars

_— Verified User in Banking_

[Read full review](https://www.g2.com/survey_responses/ibm-spss-modeler-review-12103509)

#### What Are G2 Users Discussing About IBM SPSS Modeler?

- [What is IBM SPSS Modeler used for?](https://www.g2.com/discussions/ibm-spss-modeler-what-is-ibm-spss-modeler-used-for)
- [What are the features of SPSS?](https://www.g2.com/discussions/ibm-spss-modeler-what-are-the-features-of-spss) - 1 comment
- [What is IBM SPSS Modeler used for?](https://www.g2.com/discussions/what-is-ibm-spss-modeler-used-for) - 1 comment
- [Is IBM SPSS Modeler free?](https://www.g2.com/discussions/is-ibm-spss-modeler-free) - 1 comment
- [What is the difference between SPSS Statistics and Modeler?](https://www.g2.com/discussions/what-is-the-difference-between-spss-statistics-and-modeler)

### [Crystal Ball](https://www.g2.com/products/crystal-ball/reviews)

Oracle Crystal Ball is the leading spreadsheet-based application for predictive modeling, forecasting, simulation, and optimization.

**Average Rating:** 4.3/5.0

**Total Reviews:** 17

#### How Do G2 Users Rate Crystal Ball?

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

#### Who Is the Company Behind Crystal Ball?

- **Seller:** [Oracle](https://www.g2.com/sellers/oracle)
- **Year Founded:** 1977
- **HQ Location:** Austin, TX
- **Twitter:** @Oracle  
827,997 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a14fcbcd818b49d781453c19628a9479a70cc1e8e335e54c876392ab5f543da3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1028%2F&secure%5Burl_type%5D=linkedin_company_website)  
208,078 employees on LinkedIn®
- **Ownership:** NYSE:ORCL

#### Who Uses This Product?

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

#### What Are Recent G2 Reviews of Crystal Ball?

**["Very useful add-in for Excel which does not lose validity"](https://www.g2.com/survey_responses/crystal-ball-review-4181459)**

**Rating:** 4.0/5.0 stars

_— Andreus V._

[Read full review](https://www.g2.com/survey_responses/crystal-ball-review-4181459)

**["An useful tool for the aspiring Finance graduates and people in Finance"](https://www.g2.com/survey_responses/crystal-ball-review-4299293)**

**Rating:** 4.5/5.0 stars

_— Raiyan J._

[Read full review](https://www.g2.com/survey_responses/crystal-ball-review-4299293)

### [Coveo](https://www.g2.com/products/coveo/reviews)

Coveo is the AI-Relevance platform behind intelligent search, recommendations, personalization, conversational experiences, and agentic AI. Coveo connects enterprise content across systems and uses AI to deliver the most relevant answers, information, and products for every user and context. Leading organizations use Coveo to improve self-service, drive revenue, boost productivity, and power trusted AI experiences across commerce, service, websites, and the workplace.

**Average Rating:** 4.3/5.0

**Total Reviews:** 142

#### How Do G2 Users Rate Coveo?

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

#### Who Is the Company Behind Coveo?

- **Seller:** [Coveo Solutions Inc](https://www.g2.com/sellers/coveo-solutions-inc)
- **Company Website:** www.coveo.com
- **Year Founded:** 2005
- **HQ Location:** Quebec City, Canada
- **Twitter:** @coveo  
4,300 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=daff8cb849ad61d1800460a02f4b0f698ce0c94feb66f0daec9cd2c88f768fa2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcoveo&secure%5Burl_type%5D=linkedin_company_website)  
838 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Retail, Computer Software
- **Company Size:** 54% Large, 39% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users praise Coveo for its **efficient search capabilities** , delivering fast and relevant results across diverse data sources.
- Users find Coveo's **ease of use** exceptional, benefiting from its straightforward setup and comprehensive documentation.
- Users love the **powerful search functionality** of Coveo, noting it delivers fast, AI-driven results from diverse data sources.
- Users value Coveo's **analytics and reporting capabilities** , providing valuable insights into customer behavior and search patterns.
- Users appreciate the **user-friendly AI features** of Coveo, enhancing search experiences with personalized and contextual results.

##### Cons

- Users find the **learning curve** of Coveo to be steep, often requiring additional resources for effective customization.
- Users find the **difficult learning curve** requires time and resources, impacting their overall experience with Coveo.
- Users find the **learning difficulty** with Coveo's setup and customization challenging, especially for first-time users.
- Users find a **high learning curve** with Coveo, particularly during setup and configuration phases for first-time users.
- Users report **poor customer support** , with inadequate issue notifications and misalignment in reporting causing frustration.

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

**["Very Good Experience"](https://www.g2.com/survey_responses/coveo-review-7688834)**

**Rating:** 5.0/5.0 stars

_— Daniel L._

[Read full review](https://www.g2.com/survey_responses/coveo-review-7688834)

**["Efficient Intelligent Search with Excellent Support"](https://www.g2.com/survey_responses/coveo-review-8401751)**

**Rating:** 5.0/5.0 stars

_— Cora-Lynne L._

[Read full review](https://www.g2.com/survey_responses/coveo-review-8401751)

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

- [What do you like most about Coveo for AI-powered search, and what improvements could be made?](https://www.g2.com/discussions/what-do-you-like-most-about-coveo-for-ai-powered-search-and-what-improvements-could-be-made)
- [What is Coveo used for?](https://www.g2.com/discussions/what-is-coveo-used-for)
- [What is coveo cloud?](https://www.g2.com/discussions/what-is-coveo-cloud)
- [What is Coveo for Salesforce?](https://www.g2.com/discussions/what-is-coveo-for-salesforce)
- [How does Coveo search work?](https://www.g2.com/discussions/how-does-coveo-search-work) - 1 comment

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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)
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- [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)
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- [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 

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