# Best Analytics Platforms - Page 6

## How Many Analytics Platforms Products Does G2 Track?

**Total Products under this Category:** 372

### Category Stats (Aug 2026)

- **Average Rating:** 4.5/5 (↑0.01 vs Jul 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Aible (+4.36%) - Among all products in this category, Aible recorded the largest rating increase compared to last month

_Last updated: August 04, 2026_

## How Does G2 Rank Analytics Platforms Products?

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

- 30 Analysts and Data Experts
- 29,000+ Authentic Reviews
- 372+ 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 Analytics Platforms
 ![G2 Grid® for Analytics Platforms plotting products by satisfaction and market presence](https://www.g2.com/categories/analytics-platforms/grids.png?focus%5B%5D=29364&focus%5B%5D=1213&focus%5B%5D=10470&focus%5B%5D=1327283&focus%5B%5D=989&focus%5B%5D=604&focus%5B%5D=5048&focus%5B%5D=27024)

Highlighted products: Microsoft Power BI, Tableau, Databricks, SAS Viya, Alteryx, Domo, Looker, and Kyvos Semantic Layer.

Underlying data: [Grid® JSON](https://www.g2.com/categories/analytics-platforms/grids.json?focus%5B%5D=microsoft-microsoft-power-bi&focus%5B%5D=tableau&focus%5B%5D=databricks&focus%5B%5D=sas-sas-viya&focus%5B%5D=alteryx&focus%5B%5D=domo&focus%5B%5D=looker&focus%5B%5D=kyvos-semantic-layer)

**Sponsored**

### Zoho Analytics

Zoho Analytics is a GenAI-powered self-service BI and analytics platform that helps businesses collect, prepare, analyze, and present insights from their data, all within minutes. Integrate with 500+ native data sources, like files, feeds, local and cloud databases, cloud storage, and popular business apps. Clean, transform, enrich, and catalog data with our agentic AI-powered, self-service data preparation and management capabilities. Create and manage complex ETL data pipelines using our visual pipeline builder, process stream data for real-time analytics, and set up a strong metrics layer for quality analysis and management. Zoho Analytics comes with 100+ domain-specific prebuilt reports and dashboards, pre-trained NLQ models, intelligently modeled and blended data across business applications, and lots more. Use our intuitive drag-and-drop visualization builder to build insightful and interactive reports and dashboards using a wide variety of visual components, like charts, widgets, pivot tables, tabular views and more. Generate customized reports and dashboards using simple, natural language with our AI-powered conversational agent, Zia. Ask Zia goes beyond basic reporting; it enables users to perform diagnostic analytics, forecast key metrics, and receive intelligent insights and recommendations. Users can assign tasks and trigger actions just by conversing with our agentic AI, Zia, streamlining their workflows and empowering data-driven decisions. Seamlessly embed Ask Zia into your custom or business applications to deliver contextual insights and actions. Enrich your analysis with automated insights by using our NLG-powered narration engine, Zia Insights. With diagnostic analytics for smarter decision-making, Zia Insights takes automated insights to the next level by bubbling up key drivers for particular business tasks. Enumerate complex business scenarios with what-if analyses, forecast KPIs, uncover trends and patterns with advanced analytical capabilities. Leverage cognitive analysis for keyword extraction and sentiment analysis, and more. Evaluate the best ML models with no-code assistance or develop custom models and functions using Python Code Studio. Zoho Analytics comes with pre-packed ML models (AutoML) that allow you to evaluate and pick the best model for your use case. Alternatively custom models and functions using Python Code Studio Embed our full-fledged analytics platform into other software applications. Craft and present immersive data stories through slideshows or purpose-built analytics portals. Collaborate securely through contextual comment threads and real-time messaging. Zoho Analytics has a robust set of APIs that enables elaborate customization and highly extensible low-code and no-code integration with any technology stack. It also offers a high degree of deployment flexibility (private, public, multi-cloud, and on-premises) and platform extensibility (professional services, partner support, and marketplace). Zoho Analytics is modern and scalable, and it can readily match growing data volumes and usage. Its time-tested and accredited enterprise-grade security features and governance framework ensure continuous data management and stewardship. On top of everything else, the TCO for Zoho Analytics—including licensing, implementation, customization, training, and support—is the lowest in our market.

[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=620&secure%5Bchosen_at%5D=2026-08-13T19%3A14%3A50Z&secure%5Bdisplayable_resource_id%5D=620&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=620&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=3431&secure%5Bresource_id%5D=620&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fanalytics-platforms%3FhsCtaTracking%3D3a5f83cf-bc41-44bf-90a1-77a7c349c925%25257C6928befe-b05b-46c9-aced-a881a47d48b4%26page%3D6&secure%5Btoken%5D=933d28ff4996aa61a175230c0bbd9396c386cb0bb22ef2ec276bad7ac6fa9d26&secure%5Burl%5D=https%3A%2F%2Fwww.zoho.com%2Fanalytics%2F%3Futm_source%3DG2%26utm_medium%3Dcpc%26utm_campaign%3DAnalytics_Platforms&secure%5Burl_type%5D=custom_url)

### [Apache Superset](https://www.g2.com/products/apache-superset/reviews)

Apache Superset is an open-source data exploration and visualization platform designed to handle data at scale. It enables users to create interactive dashboards and perform complex data analyses with ease. Superset supports a wide range of data sources and integrates seamlessly with various databases, making it a versatile tool for data professionals. Key Features and Functionality: - Interactive Dashboards: Build and customize dashboards with a variety of visualization options to represent data effectively. - SQL IDE: Utilize a rich SQL editor with syntax highlighting and autocomplete features for efficient query writing. - Extensive Database Support: Connect to numerous databases, including relational and non-relational systems, through a robust connector framework. - Security and Authentication: Implement granular access control and integrate with various authentication backends to ensure data security. - Scalability: Designed to scale out to large, distributed environments, accommodating the needs of growing organizations. Primary Value and User Solutions: Apache Superset empowers organizations to make data-driven decisions by providing an intuitive platform for data visualization and exploration. It addresses the need for a scalable and flexible tool that can integrate with diverse data sources, allowing users to derive insights without extensive technical expertise. By offering a user-friendly interface and powerful features, Superset enhances productivity and facilitates a deeper understanding of complex datasets.

**Average Rating:** 4.4/5.0

**Total Reviews:** 50

#### How Do G2 Users Rate Apache Superset?

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.5/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.9/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.9/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Apache Superset?

- **Seller:** [The Apache Software Foundation (ASF)](https://www.g2.com/sellers/the-apache-software-foundation-asf)
- **Year Founded:** 2014
- **HQ Location:** Ilford, GB
- **Twitter:** @YobitelComm  
195 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=776eeaf7e951f8fe439966b43c736de9dd3d0f91f1deac7f0df8b45061ceb11e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fapache-superset%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Financial Services, Computer Software
- **Company Size:** 45% Medium, 34% Small

#### What Do G2 Reviewers Say About Apache Superset?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Apache Superset, finding it both simple and powerful for data access.
- Users value the **automation of reports** , finding it easy to use and efficient for sharing insights.
- Users praise the **ease of understanding** of Apache Superset, making it simple to use for everyone.
- Users find Apache Superset to offer **easy access** to data, balancing simplicity with powerful functionality.
- Users love the **speed** of Apache Superset, finding it easy and powerful for quick data access.

##### Cons

- Users report experiencing **slow performance** with Apache Superset, as queries sometimes hang during execution.
- Users experience **SQL execution issues** with Apache Superset, as queries can hang and cause frustration.
- Users find that the **visualization lacks interactivity** , which hampers their overall experience with Apache Superset.

#### What Are Recent G2 Reviews of Apache Superset?

**["Superset’s Simple, Beginner-Friendly Experience"](https://www.g2.com/survey_responses/apache-superset-review-9053153)**

**Rating:** 5.0/5.0 stars

_— Dilaksha A._

[Read full review](https://www.g2.com/survey_responses/apache-superset-review-9053153)

**["Flexible Integrations and Plenty of Plugin Options"](https://www.g2.com/survey_responses/apache-superset-review-8914777)**

**Rating:** 4.5/5.0 stars

_— Subrat Kumar S._

[Read full review](https://www.g2.com/survey_responses/apache-superset-review-8914777)

#### What Are G2 Users Discussing About Apache Superset?

- [Is Apache superset good?](https://www.g2.com/discussions/is-apache-superset-good) - 2 comments
- [What is Apache superset written in?](https://www.g2.com/discussions/what-is-apache-superset-written-in)
- [What is Superset software?](https://www.g2.com/discussions/what-is-superset-software) - 1 comment
- [What can you do with Apache superset?](https://www.g2.com/discussions/what-can-you-do-with-apache-superset) - 1 comment, 1 upvote

### [Databox](https://www.g2.com/products/databox-databox/reviews)

Databox is an AI-powered business intelligence and analytics platform for teams that need clear, trusted answers fast. It helps growing companies and agencies move from dashboards to decisions by connecting directly to the tools they already use, standardizing metrics, and making performance easier to understand in the moment. Here is what teams can do with Databox: - Connect: Sync all your data from 130+ software tools, APIs, databases, or custom spreadsheets in seconds. - Prepare data: Curate, prepare, and merge raw data from multiple sources into datasets and analyze with more depth, confidence, and clarity later. - Genie, AI-Analyst: Ask questions about your performance and get clear, contextual answers in seconds. - Metrics & KPIs: Track all your company's metrics and KPIs in one place. - Dashboards: Visualize performance in real-time with interactive dashboards (custom or pre-built templates) you can share with anyone. - Reports: Create custom presentations of your data that update automatically. - Goals: Set realistic goals based on historical data, monitor your progress, then achieve them. - Forecast: Forecast what future performance will be for any metric, and see the best and worst-case scenarios. More than 20,000 growing businesses and agencies use Databox to align teams, save time, and inform predictable growth. Databox is SOC 2 certified, so your data stays secure and your team can move fast with confidence.

**Average Rating:** 4.4/5.0

**Total Reviews:** 189

#### How Do G2 Users Rate Databox?

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.5/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.0/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.6/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Databox?

- **Seller:** [Databox](https://www.g2.com/sellers/databox)
- **Year Founded:** 2012
- **HQ Location:** Boston, MA
- **Twitter:** @databoxHQ  
7,310 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f172a6011d0bfbb22e5f109ad1f9171366088072fa1b3d0644f995a6db841d22&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2394209%2F&secure%5Burl_type%5D=linkedin_company_website)  
114 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Founder, Marketing Manager
- **Top Industries:** Marketing and Advertising, Computer Software
- **Company Size:** 71% Small, 21% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users enjoy the **ease of use** of Databox, finding it simple to implement and integrate with various tools.
- Users appreciate the **seamless integrations** of Databox, facilitating easy access to crucial business metrics in one place.
- Users appreciate the **easy integrations** of Databox, simplifying access to critical business metrics across multiple platforms.
- Users praise Databox for its **world-class customer support** , enhancing their experience with the product significantly.
- Users value the **impressive AI summary feature** of Databox, enhancing the insightfulness and timeliness of reports.

##### Cons

- Users find that Databox has **connection issues** as it lacks integrations for specific industries, limiting its usability.
- Users find **connectivity issues** as Databox lacks certain industry-specific connections, impacting its overall functionality.
- Users find the pricing of Databox **excessively high** , with misleading charges leading to frustration and lost trust.
- Users find the **expensive pricing** and deceptive billing practices of Databox frustrating and damaging to customer trust.
- Users find the **learning curve steep** initially, which may hinder quick adaptation to Databox's features.

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

**["Game-Changer for Reporting and Performance Tracking"](https://www.g2.com/survey_responses/databox-review-11137623)**

**Rating:** 5.0/5.0 stars

_— Marc W._

[Read full review](https://www.g2.com/survey_responses/databox-review-11137623)

**["Efficient Reporting but Needs Broader Integrations"](https://www.g2.com/survey_responses/databox-review-12676478)**

**Rating:** 4.0/5.0 stars

_— Stephanie O._

[Read full review](https://www.g2.com/survey_responses/databox-review-12676478)

### [PopSQL](https://www.g2.com/products/popsql/reviews)

PopSQL is the evolution of legacy SQL editors like DataGrip, DBeaver, Postico. We provide a beautiful, modern SQL editor for data focused teams looking to save time, improve data accuracy, onboard new hires faster, and deliver insights to the business fast. With PopSQL, users can easily understand their data model, write version controlled SQL, collaborate with live presence, visualize data in charts and dashboards, schedule reports, share results, and organize foundational queries for search and discovery. Even if your team is already leveraging a large BI tool, like Tableau or Looker, or a hodge podge of SQL editors, PopSQL enables seamless collaboration between your SQL power users, junior analysts, and even your less technical stakeholders who are hungry for data insights. \* Cross-platform compatibility with macOS, Windows, and Linux \* Works with Snowflake, Redshift, BigQuery, Clickhouse, Databricks, Athena, MongoDB, PostgreSQL, MySQL, SQL Server, SQLite, Presto, Cassandra, and more

**Average Rating:** 4.6/5.0

**Total Reviews:** 80

#### How Do G2 Users Rate PopSQL?

- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.6/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.5/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind PopSQL?

- **Seller:** [Tiger Data (creators of TimescaleDB)](https://www.g2.com/sellers/tiger-data-creators-of-timescaledb)
- **Year Founded:** 2015
- **HQ Location:** New York, New York
- **Twitter:** @TigerDatabase  
1,343 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8d9b4e0783735b04ef51b044174dccf919fb5a32b51399414b43ec81b82d0a32&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftimescaledb%2F&secure%5Burl_type%5D=linkedin_company_website)  
40 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 43% Small, 37% Medium

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

**["Seamless SQL Querying Experience with popSQL. Very User Friendly and Veryuseful Application"](https://www.g2.com/survey_responses/popsql-review-8458017)**

**Rating:** 5.0/5.0 stars

_— Subhadip K._

[Read full review](https://www.g2.com/survey_responses/popsql-review-8458017)

**["PopSQL is the most seamless database client out there!"](https://www.g2.com/survey_responses/popsql-review-8478059)**

**Rating:** 5.0/5.0 stars

_— Eshwaran V._

[Read full review](https://www.g2.com/survey_responses/popsql-review-8478059)

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

- [What is your primary use case for PopSQL, and how does it enhance collaboration in your team?](https://www.g2.com/discussions/what-is-your-primary-use-case-for-popsql-and-how-does-it-enhance-collaboration-in-your-team)

### [ClearQuery](https://www.g2.com/products/clearquery/reviews)

ClearQuery is a full suite data analytics platform designed with one primary goal in mind- to make analytics simple for everyone. ClearQuery removes the technical barriers by giving every user the ability to get automated insights at ingestion. With dashboards and insights canvas, you are able to understand your data at a glance, easily explore relationships across datasets, ask questions in plain English and get answers without needing to know any query language. ClearQuery is a data analytics solution for humans.

**Average Rating:** 4.3/5.0

**Total Reviews:** 12

#### How Do G2 Users Rate ClearQuery?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.9/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.6/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.8/10 (Category avg: 8.5/10)

#### Who Is the Company Behind ClearQuery?

- **Seller:** [Snowflake, Inc.](https://www.g2.com/sellers/snowflake-inc)
- **Year Founded:** 2012
- **HQ Location:** 135 Constitution Drive, Menlo Park CA
- **Twitter:** @SnowflakeDB  
278 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ad18ff73a9b8bb34dd1b98a6ba1c6be57f7364939ad352612ecc483aba05d2b2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsnowflake-computing%2F&secure%5Burl_type%5D=linkedin_company_website)  
11,308 employees on LinkedIn®
- **Ownership:** NYSE:SNOW

#### Who Uses This Product?

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

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

_AI-generated summary from verified user reviews_

##### Pros

- Users love the **ease of use** of ClearQuery, allowing non-technical users to engage with data effortlessly.
- Users love the **customization options** of ClearQuery, allowing them to tailor the tool to their specific preferences.
- Users value the **seamless data integration** of ClearQuery, enabling quick and easy access to various data sources.
- Users value the **ease of learning** with ClearQuery, enabling anyone to analyze data effortlessly and effectively.
- Users love the **ease of understanding** with ClearQuery, as it simplifies complex data analysis for everyone.

##### Cons

- Users experience **bugs** that complicate usage and integration, leading to a challenging experience with ClearQuery.
- Users find the **initial setup complex** , which can hinder their overall experience with ClearQuery.
- Users find that a **strong SQL knowledge** is necessary for writing complex queries effectively in ClearQuery.
- Users find the **complex usage** of ClearQuery challenging, especially when integrating with data and search engines.
- Users find ClearQuery to be **expensive compared to similar software** , making it a consideration for budget-conscious teams.

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

**["ClearQuery: Simplifying Data Analysis and Business Intelligence with Powerful Tools"](https://www.g2.com/survey_responses/clearquery-review-10386038)**

**Rating:** 4.0/5.0 stars

_— vishal p._

[Read full review](https://www.g2.com/survey_responses/clearquery-review-10386038)

**["One Stop Solution for all queries"](https://www.g2.com/survey_responses/clearquery-review-10446971)**

**Rating:** 5.0/5.0 stars

_— Anandhu C._

[Read full review](https://www.g2.com/survey_responses/clearquery-review-10446971)

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

Expand ARR and accelerate your product roadmap with secure, Generative Business Intelligence (GenBI). At Panintelligence, we bring over 10 years of expertise in helping 400+ global customers unlock deeper insights, reduce technical debt, and drive data-driven growth. Our platform seamlessly integrates with your existing data infrastructure, providing your users with an intuitive, immersive experience. Low Code for Developers: We minimize development effort, allowing your team to focus on innovation and accelerate your roadmap. No Code for Users: We empower users to explore data independently, leveraging Generative BI to surface insights without technical expertise. By embedding Panintelligence, you enable self-service analytics while future-proofing your platform. Our partnership-driven approach ensures your business stays ahead with secure, scalable, and cutting-edge GenBI. Unlock the full potential of your data with Panintelligence – the Generative BI leader for organizations worldwide.

**Average Rating:** 4.4/5.0

**Total Reviews:** 49

#### How Do G2 Users Rate panintelligence?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.6/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.2/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.8/10 (Category avg: 8.5/10)

#### Who Is the Company Behind panintelligence?

- **Seller:** [Panintelligence](https://www.g2.com/sellers/panintelligence)
- **Company Website:** www.panintelligence.com
- **Year Founded:** 2014
- **HQ Location:** Leeds
- **Twitter:** @panintelligence  
2,056 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e21095aa48002ab7fedd5cdbd96323245dadbf1cc07c0218149fae3c4cc80307&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpanintelligence%2F&secure%5Burl_type%5D=linkedin_company_website)  
34 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 43% Medium, 39% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **outstanding customer support** from Panintelligence, fostering a genuine partnership in their data journey.
- Users appreciate the **ease of use** of Panintelligence, enabling quick insights and efficient data-driven decision-making.
- Users value the **user-friendly analytics** of Panintelligence, enabling effective data visualization and quick insights.
- Users value the **flexibility in customizing charts and dashboards** , enhancing relevance for different departments and clients.
- Users appreciate the **flexibility of dashboard customization** in Panintelligence, tailoring visuals to meet diverse needs and preferences.

##### Cons

- Users express dissatisfaction with the **limited customization** options in Panintelligence, affecting user experience and chart styles.
- Users find that the **learning difficulty** of Panintelligence complicates setup and understanding of charts and modules.
- Users find the **limited chart functionality** frustrating, making advanced visualizations time-consuming and challenging to configure.
- Users find **limited visualization** options in panintelligence, which affects interactivity and customization capabilities.
- Users find the **missing features** in Panintelligence, particularly in customization and advanced capabilities, disappointing.

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

**["The Panintelligence team are incredibly helpful, easy to work with, and always quick to respond."](https://www.g2.com/survey_responses/panintelligence-review-11387943)**

**Rating:** 4.0/5.0 stars

_— Stewart B._

[Read full review](https://www.g2.com/survey_responses/panintelligence-review-11387943)

**["User-Friendly BI Platform with Excellent Support and Seamless Integration"](https://www.g2.com/survey_responses/panintelligence-review-12088298)**

**Rating:** 4.0/5.0 stars

_— Verified User in Electrical/Electronic Manufacturing_

[Read full review](https://www.g2.com/survey_responses/panintelligence-review-12088298)

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

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

### [Grow.com](https://www.g2.com/products/grow-com/reviews)

Grow is a no-code full-stack business intelligence (BI) platform that empowers everyone in your organization to make data-driven decisions. By combining ETL, data warehousing and visualization in one easy-to-use platform, any organization can connect and explore its data to surface insights. Our unlimited-user license model gives everyone access to the answers they need without waiting in line for an analyst. Now everyone can make great decisions in real-time to accelerate their growth.

**Average Rating:** 4.3/5.0

**Total Reviews:** 275

#### How Do G2 Users Rate Grow.com?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.8/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.6/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Grow.com?

- **Seller:** [Epicor](https://www.g2.com/sellers/epicor)
- **Company Website:** www.epicor.com
- **Year Founded:** 1972
- **HQ Location:** Austin, TX
- **Twitter:** @Epicor  
9,286 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=89ee06eeb2c1092926115071b22ad87b028ed4fd4eb02deb7823f4298af79e9e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F4617%2F&secure%5Burl_type%5D=linkedin_company_website)  
6,174 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Analyst, Account Manager
- **Top Industries:** Marketing and Advertising, Computer Software
- **Company Size:** 63% Small, 34% Medium

#### What Do G2 Reviewers Say About Grow.com?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **ease of use** of Grow.com, enabling quick data access and effortless dashboard creation for all teams.
- Users appreciate the **easy data visualization** in Grow.com, enabling quick insights without navigating multiple tools.
- Users appreciate the **easy integrations** of Grow.com, seamlessly connecting data sources for quick insights and reports.
- Users appreciate the **user-friendly interface** of Grow.com, making performance tracking and reporting easily accessible.
- Users love the **seamless integrations** of Grow.com, enabling easy data collection from various sources for effective reporting.

##### Cons

- Users find Grow.com **expensive** , making it challenging for small firms and affecting overall accessibility.
- Users face **missing features** , such as inadequate visualization and performance issues, impacting usability and flexibility.
- Users find that the **slow loading** of data sources can hinder their overall experience with Grow.com.
- Users often face **slow performance** with Grow.com, especially during data syncing and refreshing processes, impacting analysis accuracy.
- Users experience **performance issues** due to large datasets, resulting in timeouts and a sluggish dashboard.

#### What Are Recent G2 Reviews of Grow.com?

**["Senior Accounting Specialist"](https://www.g2.com/survey_responses/grow-com-review-11487448)**

**Rating:** 5.0/5.0 stars

_— Verified User in Accounting_

[Read full review](https://www.g2.com/survey_responses/grow-com-review-11487448)

**["Easy to use for most users"](https://www.g2.com/survey_responses/grow-com-review-12953865)**

**Rating:** 4.5/5.0 stars

_— Verified User in Mechanical or Industrial Engineering_

[Read full review](https://www.g2.com/survey_responses/grow-com-review-12953865)

#### What Are G2 Users Discussing About Grow.com?

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

### [Bold Reports](https://www.g2.com/products/bold-reports/reviews)

Bold Reports® by Syncfusion® is a modern self-service and embedded reporting solution that empowers organizations to design, manage, and deliver pixel-perfect, paginated reports with ease. It supports both RDL and RDLC formats, offering full compatibility and flexibility for enterprise reporting needs. With support for embedding in over 10 application platforms, including JavaScript, Angular, React, Blazor, and ASP.NET Core, Bold Reports seamlessly integrates into any tech stack. Bold Reports serves a wide range of users—from individual developers and small teams to large enterprises and government organizations—offering scalable solutions with export options that include PDF, Excel, Word, PowerPoint, and HTML. With an intuitive, WYSIWYG, drag-and-drop Report Designer, users of all skill levels can create interactive, rich reports using a wide array of 40+ report items: charts, tables, matrices, gauges, maps, barcodes, sparklines, and more. It supports over 30 data connectors, including SQL databases, Excel files, REST APIs, cloud services, and the Bold Data Hub for centralized data management. Backed by the end-to-end expert support of Syncfusion®, Bold Reports is ideal for organizations looking to scale their reporting with speed and intelligence. Customers benefit from 24/5 assistance from onboarding to full implementation through free, scheduled support calls, live chat, and email. Note: Older reviews may reference the product’s previous name, “Syncfusion® Report Platform.”

**Average Rating:** 4.1/5.0

**Total Reviews:** 57

#### How Do G2 Users Rate Bold Reports?

- **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.5/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.2/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Bold Reports?

- **Seller:** [Syncfusion](https://www.g2.com/sellers/syncfusion)
- **Company Website:** www.syncfusion.com
- **Year Founded:** 2001
- **HQ Location:** Morrisville, North Carolina
- **Twitter:** @Syncfusion  
11,907 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=819bbd3d7046da28d101a1e5cf5794e766a9f74c4edf4d097116f83e77cc93b3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F123064%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,709 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 57% Small, 33% Medium

#### What Do G2 Reviewers Say About Bold Reports?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Bold Reports, appreciating its intuitive design and seamless integration capabilities.
- Users praise the **excellent customer support** from Bold Reports, ensuring prompt assistance with any issues encountered.
- Users value the **easy integrations** of Bold Reports, enhancing flexibility and streamlining report creation with various applications.
- Users enjoy the **robust report generation capabilities** of Bold Reports, enhancing flexibility and usability in applications.
- Users praise the **seamless integration** of Bold Reports, enhancing flexibility and ease within their applications.

##### Cons

- Users find the **learning difficulty** challenging, with a steep curve and complicated setup processes at first.
- Users find the **slow performance** of Bold Reports frustrating, especially with large reports and interface challenges.
- Users report **issues with the report generation and documentation** , causing complications and slowing down development.
- Users often face **bugs and glitches** with Bold Reports, impacting functionality and the overall experience.
- Users find the **setup process for Bold Reports to be convoluted** , making initial use challenging and frustrating.

#### What Are Recent G2 Reviews of Bold Reports?

**["Fast, Flexible & Fantastic Value!"](https://www.g2.com/survey_responses/bold-reports-review-12761102)**

**Rating:** 5.0/5.0 stars

_— Matthew R._

[Read full review](https://www.g2.com/survey_responses/bold-reports-review-12761102)

**["Bold Reports Streamlined Our Reporting with Flexible Design and Automation"](https://www.g2.com/survey_responses/bold-reports-review-13161419)**

**Rating:** 5.0/5.0 stars

_— Jonathan K._

[Read full review](https://www.g2.com/survey_responses/bold-reports-review-13161419)

#### What Are G2 Users Discussing About Bold Reports?

- [What is Bold Reports used for?](https://www.g2.com/discussions/what-is-bold-reports-used-for) - 1 comment

### [SAP BusinessObjects Business Intelligence (BI)](https://www.g2.com/products/sap-businessobjects-business-intelligence-bi/reviews)

The SAP® BusinessObjects™ Business Intelligence (BI) platform is a flexible, scalable information infrastructure that helps you more easily discover and share insights for better business decisions. The integrated, unified infrastructure enables scalability from one to many tools and interfaces on premise, in the cloud, or as a hybrid approach.

**Average Rating:** 3.8/5.0

**Total Reviews:** 236

#### How Do G2 Users Rate SAP BusinessObjects Business Intelligence (BI)?

- **Has the product been a good partner in doing business?:** 7.5/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.1/10 (Category avg: 8.4/10)
- **Reports Interface:** 7.8/10 (Category avg: 8.7/10)
- **Calculated Fields:** 7.8/10 (Category avg: 8.5/10)

#### Who Is the Company Behind SAP BusinessObjects Business Intelligence (BI)?

- **Seller:** [SAP](https://www.g2.com/sellers/sap)
- **Year Founded:** 1972
- **HQ Location:** Walldorf
- **Twitter:** @SAP  
297,052 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8fd712dbd816fadfc039a60dcf8c1a3d6a48469756075586fa0be3da7e4b74d7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsap%2F&secure%5Burl_type%5D=linkedin_company_website)  
141,955 employees on LinkedIn®
- **Ownership:** NYSE:SAP

#### Who Uses This Product?

- **Who Uses This:** Account Manager
- **Top Industries:** Information Technology and Services, Hospital & Health Care
- **Company Size:** 66% Large, 28% Medium

#### What Do G2 Reviewers Say About SAP BusinessObjects Business Intelligence (BI)?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **flexible charting features** of SAP BI, creating impressive visuals and comprehensive dashboards effortlessly.
- Users appreciate the **data visualization capabilities** of SAP BusinessObjects BI, enhancing insights and presentations for leadership effectively.
- Users value the **ease of understanding** in SAP BI, enabling quick visualizations and effective data presentations for leadership.
- Users appreciate the **integration capabilities** of SAP BI, enabling enhanced visuals and dashboards for data analysis.
- Users value the **team collaboration features** of SAP BI, enhancing data visualization and dashboard creation for better insights.

#### What Are Recent G2 Reviews of SAP BusinessObjects Business Intelligence (BI)?

**["Data Analytics Platform Enhanced"](https://www.g2.com/survey_responses/sap-businessobjects-business-intelligence-bi-review-10783981)**

**Rating:** 5.0/5.0 stars

_— Meghan I._

[Read full review](https://www.g2.com/survey_responses/sap-businessobjects-business-intelligence-bi-review-10783981)

**["Great for Financial Analysis"](https://www.g2.com/survey_responses/sap-businessobjects-business-intelligence-bi-review-9127662)**

**Rating:** 5.0/5.0 stars

_— Verified User in Education Management_

[Read full review](https://www.g2.com/survey_responses/sap-businessobjects-business-intelligence-bi-review-9127662)

#### What Are G2 Users Discussing About SAP BusinessObjects Business Intelligence (BI)?

- [What is SAP BusinessObjects Business Intelligence (BI) used for?](https://www.g2.com/discussions/what-is-sap-businessobjects-business-intelligence-bi-used-for)
- [What are the tools used in business intelligence?](https://www.g2.com/discussions/what-are-the-tools-used-in-business-intelligence)
- [What is SAP Business Objects used for?](https://www.g2.com/discussions/what-is-sap-business-objects-used-for)
- [What is SAP Business Intelligence?](https://www.g2.com/discussions/what-is-sap-business-intelligence)
- [What is BusinessObjects business intelligence platform?](https://www.g2.com/discussions/what-is-businessobjects-business-intelligence-platform)

### [StarBI](https://www.g2.com/products/starbi/reviews)

StarBI is a self service business intelligence software designed to allow users to discover trends, track KPIs and visualize data.

**Average Rating:** 4.1/5.0

**Total Reviews:** 13

#### How Do G2 Users Rate StarBI?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.8/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.5/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind StarBI?

- **Seller:** [Starcom Information Technology Limited](https://www.g2.com/sellers/starcom-information-technology-limited)
- **Year Founded:** 1995
- **HQ Location:** Bangalore, Karnataka
- **Twitter:** @starcominfotech  
286 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4eeb8d56bb9f75e3dace3a52184a2cbe1b3e2213f2b4c83a2b8ff7cb74e8ad7d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fstarcom-information-technology-ltd&secure%5Burl_type%5D=linkedin_company_website)  
44 employees on LinkedIn®
- **Ownership:** BSE: 531616

#### Who Uses This Product?

- **Company Size:** 44% Small, 38% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users highlight the **ease of use** of StarBI, appreciating its smooth interface and customizable features for efficiency.
- Users value the **affordable tailored solutions** of StarBI, appreciating its ability to simplify analytics tasks effectively.
- Users commend the **customizable reports** of StarBI, which enhance efficiency and facilitate real-time data-driven decisions.
- Users value the **ease of data integration and customizable dashboards** of StarBI, enhancing efficiency and insight clarity.
- Users value the **powerful BI capabilities** of StarBI, enhancing efficiency in analytics and dashboard performance.

##### Cons

- Users find the **complexity of StarBI** to hinder usability, with issues like website lag and inflexible ETL processes.
- Users often experience **slow performance** with StarBI, especially when dealing with large datasets or heavy data sources.
- Users find the **complex ETL processes** in StarBI limit flexibility and complicate their data handling experience.
- Users experience **integration issues** with niche systems in StarBI, leading to challenges in data handling and performance.
- Users find the **learning curve challenging** with StarBI, requiring significant time for customization and adaptation.

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

**["track KPIs, and visualize data by connecting to multiple data sources."](https://www.g2.com/survey_responses/starbi-review-10498028)**

**Rating:** 5.0/5.0 stars

_— Aiswarya I._

[Read full review](https://www.g2.com/survey_responses/starbi-review-10498028)

**["Intuitive and Powerful Data Insights with StarBI"](https://www.g2.com/survey_responses/starbi-review-10429311)**

**Rating:** 5.0/5.0 stars

_— Saad A. S._

[Read full review](https://www.g2.com/survey_responses/starbi-review-10429311)

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

- [What is StarBI used for?](https://www.g2.com/discussions/what-is-starbi-used-for) - 1 comment

### [Autonmis](https://www.g2.com/products/autonmis/reviews)

𝗔𝘂𝘁𝗼𝗻𝗺𝗶𝘀 - 𝗔𝗜 𝘁𝗼 𝗲𝗹𝗶𝗺𝗶𝗻𝗮𝘁𝗲 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗼𝗽𝘀 𝗳𝗮𝗶𝗹𝘂𝗿𝗲𝘀 Operations run the business. Yet most teams still rely on spreadsheets, siloed systems, and delayed reports to track issues - creating blind spots across workflows, compliance, and outcomes. 𝗔𝘂𝘁𝗼𝗻𝗺𝗶𝘀 𝗳𝗶𝗹𝗹𝘀 𝘁𝗵𝗮𝘁 𝗺𝗶𝘀𝘀𝗶𝗻𝗴 𝗹𝗮𝘆𝗲𝗿: 𝗕𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗢𝗽𝘀 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲. We plug into your existing tools and workflows, learn what “healthy operations” look like, and help your team detect, diagnose, and de-risk problems in real time: 𝗗𝗲𝘁𝗲𝗰𝘁: Stuck files, delays, mismatches, and broken workflows as they happen. 𝗗𝗶𝗮𝗴𝗻𝗼𝘀𝗲: Root causes across systems, not just surface-level tickets. 𝗗𝗲-𝗿𝗶𝘀𝗸: Early signals on operational, regulatory, customer, or revenue impact. Autonmis doesn’t replace your tools - it connects and illuminates them, giving your team clear visibility, audit-ready insights, and the freedom to focus on impact, not firefighting. For teams of any size managing critical operations, 𝗔𝘂𝘁𝗼𝗻𝗺𝗶𝘀 𝗯𝗲𝗰𝗼𝗺𝗲𝘀 𝘁𝗵𝗲 𝘀𝘆𝘀𝘁𝗲𝗺 𝗯𝗲𝗵𝗶𝗻𝗱 𝘀𝗺𝗼𝗼𝘁𝗵𝗲𝗿, 𝗳𝗮𝘀𝘁𝗲𝗿, 𝗮𝗻𝗱 𝗺𝗼𝗿𝗲 𝗿𝗲𝗹𝗶𝗮𝗯𝗹𝗲 - 𝗶𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝘁 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗼𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝘀.

**Average Rating:** 4.6/5.0

**Total Reviews:** 17

#### How Do G2 Users Rate Autonmis?

- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.1/10)
- **Steps to Answer:** 9.2/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.8/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.7/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Autonmis?

- **Seller:** [Autonmis](https://www.g2.com/sellers/autonmis)
- **Year Founded:** 2024
- **HQ Location:** Bangalore, IN
- **Twitter:** @helloautonmis  
7 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=64b0b1dbf1d69936212a17c7cdcd1947d00b214581b8ecc22d585ea91b87f741&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fautonmis%2F&secure%5Burl_type%5D=linkedin_company_website)  
8 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 76% Small, 24% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users highlight the **efficiency** of Autonmis' ETL pipelines, significantly streamlining data processes and enhancing productivity.
- Users appreciate the **ease of use** of Autonmis, simplifying workflows and enabling smooth data transitions effortlessly.
- Users appreciate how Autonmis offers **time-saving capabilities** by streamlining data workflows and reducing manual efforts significantly.
- Users value the **easy integrations** of Autonmis, enhancing collaboration and streamlining data analysis workflows efficiently.
- Users value the **AI-powered query optimization** , significantly improving efficiency and productivity across their analytics tasks.

##### Cons

- Users find the **poor visualization** options limiting, hindering effective data representation and customization in Autonmis.
- Users note the **missing features** in Autonmis, particularly in advanced analytics and customization for workflows.
- Users note the **limited chart functionality** , suggesting enhancements for a more intuitive and user-friendly visualization experience.
- Users find the **limited customization** of Autonmis restricts their ability to tailor workflows effectively.
- Users face **dependency issues** with Autonmis, finding chart creation and dashboard building less intuitive than desired.

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

**["All-in-one data workflow platform that actually saves time"](https://www.g2.com/survey_responses/autonmis-review-12576096)**

**Rating:** 4.5/5.0 stars

_— Sujal K._

[Read full review](https://www.g2.com/survey_responses/autonmis-review-12576096)

**["All-in-One Platform That Streamlines Analytics with AI"](https://www.g2.com/survey_responses/autonmis-review-12688510)**

**Rating:** 4.5/5.0 stars

_— Ansh S._

[Read full review](https://www.g2.com/survey_responses/autonmis-review-12688510)

### [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews)

Spotfire® is a visual data science platform designed to help organizations address complex, industry-specific challenges by effectively utilizing data. This solution offers a range of flexible packaging options tailored to meet the diverse needs of teams at various stages of their visual data science journey. Turn raw data into real-time decisions with powerful, interactive visual analytics with Spotfire® Analytics. Spotfire Analytics is designed for business agility, enabling every user to explore data visually, uncover patterns quickly, and make confident, data-driven decisions without writing a single line of code. As a self-service visual data science solution, it empowers teams across roles and departments to gain fast, actionable insights that drive impact. With its no-code interactive dashboards and rich visual exploration capabilities, Spotfire Analytics connects natively to hundreds of cloud, on-premises, and real-time data sources. Built-in geoanalytics extend the power of analysis with multi-layer mapping and seamless integration of spatial data, while data wrangling and transformation can be performed directly within the visual interface, making it easy to clean, shape, and blend data as you analyze. AI-assisted recommendations and anomaly detection help uncover hidden patterns, suggest the most meaningful visualizations, and accelerate the path to discovery. Customizable visualizations, workflows, and an intuitive interface ensure that insights are not only easier to create but also easier to share. With seamless collaboration features, Spotfire Analytics enables teams to work together, align on insights, and act decisively. Whether the goal is to analyze trends, detect anomalies, or unlock location-based intelligence, Spotfire Analytics delivers the speed, flexibility, and depth needed to make smarter decisions with confidence. Explore and understand your data visually, uncover hidden insights, and build powerful analytics applications - all without writing a single line of code. Spotfire Analytics combines advanced interactive visualizations and intuitive data wrangling in one environment. Connect to hundreds of data sources, from files to real-time streaming data, and transform messy data directly within your visuals. Built-in AI recommendations help you find patterns, anomalies, and trends faster. With flexible visualizations, spatial analytics, and custom applications, anyone can turn raw data into actionable insights in minutes. Designed for business agility, Spotfire Analytics empowers every user to explore, analyze, and share results confidently - turning questions into decisions. Best for: Analysts, data-savvy professionals, and teams looking to explore and share data visually with maximum flexibility.

**Average Rating:** 4.2/5.0

**Total Reviews:** 328

#### How Do G2 Users Rate Spotfire Analytics?

- **Has the product been a good partner in doing business?:** 8.4/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.9/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.5/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Spotfire Analytics?

- **Seller:** [Spotfire](https://www.g2.com/sellers/spotfire-2d87c926-94f3-47ce-8a5d-44d930d7c744)
- **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=7dcd1e227e53d0c4eb587e0a0cf8209fa1226ac43f34c44e1a9a242dcc4e5672&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fspotfire%2F&secure%5Burl_type%5D=linkedin_company_website)  
103 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Student, Manager
- **Top Industries:** Oil & Energy, Information Technology and Services
- **Company Size:** 52% Large, 26% Medium

#### What Do G2 Reviewers Say About Spotfire Analytics?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Spotfire's **ease of use** exceptional, enabling quick data visualization even for complex datasets.
- Users appreciate the **powerful and flexible data visualization capabilities** of Spotfire Analytics, making complex data exploration effortless.
- Users praise **Spotfire Analytics for transforming complex data into user-friendly interactive visualizations** , making analysis accessible to all team members.
- Users praise the **easy integrations** of Spotfire Analytics, seamlessly connecting diverse data sources for powerful analysis.
- Users love Spotfire Analytics for its **seamless integration and powerful visualization features** , enhancing decision-making and saving valuable time.

##### Cons

- Users find the **learning curve steep** for Spotfire Analytics, particularly with advanced features and data modeling skills.
- Users find **learning difficult** due to the overwhelming number of functions and complex features in Spotfire Analytics.
- Users find Spotfire Analytics to be **relatively expensive** compared to competitors, with high licensing and maintenance costs.
- Users find the **steep learning curve** of Spotfire Analytics challenging, especially regarding advanced features and user interface.
- Users often find the **complexity of Spotfire Analytics** overwhelming initially, especially those new to data modeling or scripting.

#### What Are Recent G2 Reviews of Spotfire Analytics?

**["A Comprehensive Analytics Platform for Deep, Real-Time Data Insights"](https://www.g2.com/survey_responses/spotfire-analytics-review-11828634)**

**Rating:** 5.0/5.0 stars

_— Manan B._

[Read full review](https://www.g2.com/survey_responses/spotfire-analytics-review-11828634)

**["Where data science becomes visual—and actually useful!"](https://www.g2.com/survey_responses/spotfire-analytics-review-11661595)**

**Rating:** 5.0/5.0 stars

_— Leandro A._

[Read full review](https://www.g2.com/survey_responses/spotfire-analytics-review-11661595)

#### What Are G2 Users Discussing About Spotfire Analytics?

- [What is TIBCO Spotfire used for?](https://www.g2.com/discussions/what-is-tibco-spotfire-used-for) - 1 comment
- [What is TIBCO Data Science used for?](https://www.g2.com/discussions/what-is-tibco-data-science-used-for)
- [Is Tibco Spotfire free?](https://www.g2.com/discussions/is-tibco-spotfire-free) - 2 comments
- [What is most like Tibco Spotfire?](https://www.g2.com/discussions/what-is-most-like-tibco-spotfire) - 1 comment
- [What's New In Tibco Spotfire?](https://www.g2.com/discussions/what-s-new-in-tibco-spotfire) - 1 comment

### [Tellius](https://www.g2.com/products/tellius/reviews)

An AI worker for everyone to get real enterprise work done (not just confident guesses and multiple retries). Real business problems are hard to answer with AI today because the truth requires more than just multiple hops across disparate systems and context silos that don’t line up — the CRM, the database, contracts and call notes nobody opened since they were filed — and even tougher, the judgement about what the data means, how your business actually decides, which sources to trust — that judgment lives in people's heads. Stitching together insights across these different grains and definitions is manual work, and pointing AI at these sources without this reasoning layer produces confident guess an expert still has to check. Tellius works across your messy enterprise ecosystem, learns how your business decides, and delivers agentic workers that get the job done: the brief written, the action drafted and shipped into the tools your teams already use — on your approval, the same every run, every number traceable to source. Definitions, playbooks and corrections are captured once and governed. Correct something once and every future decision inherits it, so the work gets sharper while the cost per answer falls. Tellius gives your team more capacity with the same team, and the analysis you used to outsource comes in-house — owned, governed and faster. Consultants leave while what Tellius learns stays yours. Live at 8 of the top 10 pharmaceutical companies and five years running a Visionary in the Gartner Magic Quadrant. Tellius is Decision AI for the enterprise.

**Average Rating:** 4.3/5.0

**Total Reviews:** 27

#### How Do G2 Users Rate Tellius?

- **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.9/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.4/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Tellius?

- **Seller:** [Tellius](https://www.g2.com/sellers/tellius)
- **Year Founded:** 2016
- **HQ Location:** Reston, Virginia
- **Twitter:** @TelliusData  
534 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4628c60d795a180e3a57925254154019223833e82dcd131162b11ba501581ca2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftellius%2F&secure%5Burl_type%5D=linkedin_company_website)  
126 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 41% Large, 33% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **advanced analytics and visualization tools** in Tellius for uncovering insights and presenting data effectively.
- Users value the **advanced analytics capabilities** of Tellius, leveraging AI-driven insights to uncover hidden data patterns.
- Users praise the **ease of use** in Tellius, especially its natural language querying and intuitive data preparation features.
- Users value the **advanced analytics capabilities** of Tellius, leveraging AI for insightful data discoveries and patterns.
- Users value the **advanced analytics capabilities** of Tellius, enabling them to uncover insights through AI-driven analysis.

##### Cons

- Users are concerned about **confusing pricing** that may not accommodate small businesses or startups effectively.
- Users note that Tellius is **expensive** , making it less accessible for small businesses and startups.
- Users encounter **limited third-party integrations** with Tellius, restricting connections with other tools and platforms.
- Users may find the **learning curve** of Tellius challenging, especially those new to advanced analytics.
- Users experience **missing functionality** with Tellius, particularly in mobile access and third-party integrations.

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

**["Tellius Makes Data Exploration Fast and Easy with Natural-Language Insights"](https://www.g2.com/survey_responses/tellius-review-13224377)**

**Rating:** 4.5/5.0 stars

_— niranjan d._

[Read full review](https://www.g2.com/survey_responses/tellius-review-13224377)

**["Tellius Makes Team Data Analysis Easy with Natural Language Queries"](https://www.g2.com/survey_responses/tellius-review-13189549)**

**Rating:** 4.0/5.0 stars

_— Muhammed A._

[Read full review](https://www.g2.com/survey_responses/tellius-review-13189549)

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

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

### [CorralData](https://www.g2.com/products/corraldata/reviews)

CorralData is an AI-powered analytics platform that transforms how organizations interact with their data, offering businesses instant, actionable insights without requiring technical expertise. Designed with ease of use and speed in mind, CorralData helps businesses quickly centralize and analyze data from over 500 built-in integrations. This vast connectivity allows organizations to unify their data seamlessly, making it accessible and actionable from one central platform. Key Features and Functionality: CorralData is built for non-technical users, enabling them to explore data through natural language queries and generate AI-driven reports effortlessly. The platform includes features like real-time dashboards, customizable reporting, and secure collaboration tools that empower teams to work with data collaboratively and make informed decisions faster. With CorralData, users can simply ask questions in plain English, and the platform instantly translates these queries into data insights, democratizing data access across the organization. Primary Value and Solution: CorralData solves a core challenge for many businesses: transforming complex, siloed data into accessible insights quickly, without the need for lengthy onboarding or engineering support. Traditional BI tools often require specialized teams and long lead times to implement, but CorralData’s intuitive design and instant integration capabilities eliminate these barriers. The platform’s HIPAA-compliant security measures also ensure that data is protected, making it a trusted choice for industries like healthcare and finance. CorralData’s primary value lies in its ability to make data-driven decision-making fast, accessible, and impactful. By equipping business users with immediate insights and robust analytical tools, CorralData enables companies to respond to market changes in real time, optimize operations, and drive growth, all while reducing dependency on technical resources. For businesses aiming to become data-driven overnight, CorralData is an ideal solution.

**Average Rating:** 4.9/5.0

**Total Reviews:** 19

#### How Do G2 Users Rate CorralData?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)
- **Steps to Answer:** 9.8/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.2/10 (Category avg: 8.5/10)

#### Who Is the Company Behind CorralData?

- **Seller:** [Corraldata](https://www.g2.com/sellers/corraldata)
- **Year Founded:** 2021
- **HQ Location:** New York, NY
- **Twitter:** @CorralData  
6 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=69b09dcc19257ab73e1cc80c304378309623ed1fce2e7eb0a801ad094039a15f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F43342864&secure%5Burl_type%5D=linkedin_company_website)  
30 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 47% Medium, 47% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **ease of use** of CorralData, enjoying seamless integration and straightforward access to comprehensive metrics.
- Users commend the **exceptional customer support** of CorralData, highlighting responsiveness and quick solutions throughout the onboarding process.
- Users commend the **ease of implementation** with CorralData, praising the rapid setup and support throughout the process.
- Users praise the **seamless integration capabilities** of CorralData, streamlining multiple systems into one efficient platform.
- Users find CorralData to be a **time-saving solution** , seamlessly integrating multiple systems into one unified platform.

##### Cons

- Users find the **complexity of data validation** in CorralData to be time-consuming and challenging during integration.
- Users find **data inaccuracy** challenging as validating and checking data correctness is time-consuming and difficult.
- Users find CorralData to be **expensive** compared to other tools, even if it offers considerable value.
- Users find **filtering problems** time-consuming, making it hard to validate data accuracy after widget creation.
- Users face **long integration times** due to complexities with Zenoti, leading to a challenging implementation experience.

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

**["Great BI Tool for integrating with Zenoti"](https://www.g2.com/survey_responses/corraldata-review-12263612)**

**Rating:** 5.0/5.0 stars

_— Verified User in Health, Wellness and Fitness_

[Read full review](https://www.g2.com/survey_responses/corraldata-review-12263612)

**["Exceptional Support and Effortless Onboarding Experience"](https://www.g2.com/survey_responses/corraldata-review-11982093)**

**Rating:** 5.0/5.0 stars

_— Verified User in Real Estate_

[Read full review](https://www.g2.com/survey_responses/corraldata-review-11982093)

### [Logility Solutions](https://www.g2.com/products/logility-solutions/reviews)

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.

**Average Rating:** 4.2/5.0

**Total Reviews:** 123

#### How Do G2 Users Rate Logility Solutions?

- **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.3/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.8/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.6/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Logility Solutions?

- **Seller:** [Aptean](https://www.g2.com/sellers/aptean)
- **Company Website:** www.aptean.com
- **Year Founded:** 2012
- **HQ Location:** Alpharetta, Georgia
- **Twitter:** @Aptean  
1,620 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2325631adaaf420409a60f3533d65006093bfa094af14612f7b86add57d251b2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2681769%2F&secure%5Burl_type%5D=linkedin_company_website)  
3,640 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Consumer Goods, Food & Beverages
- **Company Size:** 54% Medium, 32% Large

#### What Are Recent G2 Reviews of Logility Solutions?

**["Streamlined Supply Chain with Powerful Forecasting"](https://www.g2.com/survey_responses/logility-solutions-review-13070939)**

**Rating:** 5.0/5.0 stars

_— Subash Chandra Bose P._

[Read full review](https://www.g2.com/survey_responses/logility-solutions-review-13070939)

**["Powerful Forecasting, Clunky Interface"](https://www.g2.com/survey_responses/logility-solutions-review-13121635)**

**Rating:** 4.0/5.0 stars

_— Vimal G._

[Read full review](https://www.g2.com/survey_responses/logility-solutions-review-13121635)

#### What Are G2 Users Discussing About Logility Solutions?

- [What is your experience regarding pricing and costs for Logility Solutions, and how has it impacted your supply chain?](https://www.g2.com/discussions/what-is-your-experience-regarding-pricing-and-costs-for-logility-solutions-and-how-has-it-impacted-your-supply-chain)
- [What is Logility Solutions used for?](https://www.g2.com/discussions/what-is-logility-solutions-used-for)
- [What is Demand Management: Forecast Management used for?](https://www.g2.com/discussions/what-is-demand-management-forecast-management-used-for)
- [What is JDA used for?](https://www.g2.com/discussions/what-is-jda-used-for)
- [What is e2open?](https://www.g2.com/discussions/what-is-e2open)

### [ibi WebFOCUS](https://www.g2.com/products/ibi-webfocus/reviews)

The ibi WebFOCUS® platform is an enterprise business intelligence and analytics solution equipped with data management, visual discovery, predictive analytics, and powerful visualizations. Combining these capabilities and data science in one unified platform, the WebFOCUS solution helps make data-driven decisions across the enterprise providing reports, dashboards, and customer-facing applications at scale.

**Average Rating:** 4.4/5.0

**Total Reviews:** 149

#### How Do G2 Users Rate ibi WebFOCUS?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.0/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.4/10 (Category avg: 8.5/10)

#### Who Is the Company Behind ibi WebFOCUS?

- **Seller:** [ibi](https://www.g2.com/sellers/ibi-c9a17c70-0d20-476a-899c-480706dd4ce4)
- **Year Founded:** 1975
- **HQ Location:** Fort Lauderdale, FL
- **Twitter:** @infobldrs  
32,864 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e6ec665aed25a6d5dc4c047c5bd36b0b3f44507b76b9fcddfe83a0ea77d3a1e4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Finformation-builders%2F&secure%5Burl_type%5D=linkedin_company_website)  
894 employees on LinkedIn®
- **Phone:** 212-736-4433

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Government Administration
- **Company Size:** 57% Large, 32% Medium

#### What Are Recent G2 Reviews of ibi WebFOCUS?

**["WebFOCUS - Best Product for Analytics"](https://www.g2.com/survey_responses/ibi-webfocus-review-4278981)**

**Rating:** 4.5/5.0 stars

_— Sanford K._

[Read full review](https://www.g2.com/survey_responses/ibi-webfocus-review-4278981)

**["MAKES DATA EASY!!!"](https://www.g2.com/survey_responses/ibi-webfocus-review-719271)**

**Rating:** 5.0/5.0 stars

_— Jill M._

[Read full review](https://www.g2.com/survey_responses/ibi-webfocus-review-719271)

#### What Are G2 Users Discussing About ibi WebFOCUS?

- [What is TIBCO WebFOCUS used for?](https://www.g2.com/discussions/what-is-tibco-webfocus-used-for)

- [‹ Prev ‹ Prev](/categories/analytics-platforms?hsCtaTracking=3a5f83cf-bc41-44bf-90a1-77a7c349c925%257C6928befe-b05b-46c9-aced-a881a47d48b4&order=g2_score&page=5#product-list)
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- …
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Spotlight Categories

[Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)

[CPQ Software](https://www.g2.com/categories/cpq)

[Identity and Access Management (IAM) Software](https://www.g2.com/categories/identity-and-access-management-iam)

[SEO Tools](https://www.g2.com/categories/seo-tools)

[Quality Management Systems (QMS)](https://www.g2.com/categories/quality-management-qms)

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- [Enterprise Search Software](/categories/enterprise-search-software)
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[Browse Analytics Platforms Themes](/categories/analytics-platforms/themes)

 ![Tian Lin](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Tian Lin")
TL

Researched and written by [Tian Lin](https://research.g2.com/insights/author/tian-lin)

Updated July 2, 2025

Analytics platforms provide a tool set for businesses to transform raw data into meaningful, actionable insights. They enable organizations to explore data, uncover trends, forecast future outcomes, and support informed decision making.

Unlike tools limited to reporting on past performance, analytics platforms often include advanced capabilities such as predictive modeling, statistical analysis, and machine learning (ML). These platforms are designed to be flexible and scalable, supporting a wide range of use cases across the business.

These platforms are used in nearly every business function, from marketing and sales to finance, operations, and HR, supporting both strategic planning and day-to-day performance monitoring. From data analysts and scientists to business stakeholders and executives, analytics platforms are used by a wide range of personas. While analysts focus on exploring data and generating insights, self-service tools now enable non-technical users to interact directly with data. IT teams support platform integration and security, reflecting the growing push to democratize data access and embed analytics into daily decision-making across the organization.

Analytics platforms support critical functions such as data blending and modeling, enabling users to combine data from diverse sources and build robust, interconnected data models. The visual outputs — dashboards, reports, and interactive charts — help users explore trends, drill down into granular details, and communicate insights clearly.

Unlike standalone data visualization tools, which are limited to presenting information, analytics platforms encompass the full analytical workflow. Many also offer advanced capabilities such as embedded analytics, natural language query, and augmented analytics, which leverage ML to automate insight discovery and make data exploration more accessible to a broader audience.

Analytics platforms and [business intelligence (BI) software](https://www.g2.com/categories/business-intelligence) often work in tandem to support data-driven organizations. While BI tools focus on tracking and reporting historical performance through dashboards and key performance indicators (KPI), analytics platforms provide broader capabilities that support exploratory analysis and strategic planning. BI answers "what happened," while analytics platforms help users understand why it happened and what might happen next. Rather than replacing BI, analytics platforms complement it by enabling deeper insights and empowering a wider range of users across the organization.

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

- Ingest and integrate data from a wide range of structured and semi-structured sources
- Prepare and transform data using built-in tools for cleaning, enrichment, and formatting
- Support connections to diverse data sources, including file uploads, databases, application programming interfaces (API), and SaaS apps
- Enable users to model data relationships, join datasets, and explore data interactively
- Offer tools to build meaningful business reports, dashboards, and visualizations
- Allow creation and sharing of internal analytics applications or embedded insights across teams

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